id sid tid token lemma pos cord-028444-bl9ahsxk 1 1 key key NN cord-028444-bl9ahsxk 1 2 : : : cord-028444-bl9ahsxk 2 1 cord-028444-bl9ahsxk cord-028444-bl9ahsxk . cord-028444-bl9ahsxk 3 1 authors author NNS cord-028444-bl9ahsxk 3 2 : : : cord-028444-bl9ahsxk 3 3 Sarfo Sarfo NNP cord-028444-bl9ahsxk 3 4 , , , cord-028444-bl9ahsxk 3 5 Anthony Anthony NNP cord-028444-bl9ahsxk 3 6 Kwabena Kwabena NNP cord-028444-bl9ahsxk 3 7 ; ; : cord-028444-bl9ahsxk 3 8 Karuppannan Karuppannan NNP cord-028444-bl9ahsxk 3 9 , , , cord-028444-bl9ahsxk 3 10 Shankar Shankar NNP cord-028444-bl9ahsxk 3 11 title title NN cord-028444-bl9ahsxk 3 12 : : : cord-028444-bl9ahsxk 3 13 Application Application NNP cord-028444-bl9ahsxk 3 14 of of IN cord-028444-bl9ahsxk 3 15 Geospatial Geospatial NNP cord-028444-bl9ahsxk 3 16 Technologies Technologies NNPS cord-028444-bl9ahsxk 3 17 in in IN cord-028444-bl9ahsxk 3 18 the the DT cord-028444-bl9ahsxk 3 19 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 3 20 Fight Fight NNP cord-028444-bl9ahsxk 3 21 of of IN cord-028444-bl9ahsxk 3 22 Ghana Ghana NNP cord-028444-bl9ahsxk 3 23 date date NN cord-028444-bl9ahsxk 3 24 : : : cord-028444-bl9ahsxk 3 25 2020 2020 CD cord-028444-bl9ahsxk 3 26 - - HYPH cord-028444-bl9ahsxk 3 27 07 07 CD cord-028444-bl9ahsxk 3 28 - - HYPH cord-028444-bl9ahsxk 3 29 04 04 CD cord-028444-bl9ahsxk 3 30 journal journal NN cord-028444-bl9ahsxk 3 31 : : : cord-028444-bl9ahsxk 4 1 Trans Trans NNP cord-028444-bl9ahsxk 4 2 Indian Indian NNP cord-028444-bl9ahsxk 4 3 Natl Natl NNP cord-028444-bl9ahsxk 4 4 DOI DOI NNP cord-028444-bl9ahsxk 4 5 : : : cord-028444-bl9ahsxk 4 6 10.1007 10.1007 CD cord-028444-bl9ahsxk 4 7 / / SYM cord-028444-bl9ahsxk 4 8 s41403 s41403 NNP cord-028444-bl9ahsxk 4 9 - - HYPH cord-028444-bl9ahsxk 4 10 020 020 CD cord-028444-bl9ahsxk 4 11 - - HYPH cord-028444-bl9ahsxk 4 12 00145 00145 CD cord-028444-bl9ahsxk 4 13 - - SYM cord-028444-bl9ahsxk 4 14 3 3 CD cord-028444-bl9ahsxk 4 15 sha sha NNP cord-028444-bl9ahsxk 4 16 : : : cord-028444-bl9ahsxk 5 1 d7a010a25e102a1146c0afa051e49ea24e40a7c1 d7a010a25e102a1146c0afa051e49ea24e40a7c1 NNP cord-028444-bl9ahsxk 5 2 doc_id doc_id CD cord-028444-bl9ahsxk 5 3 : : : cord-028444-bl9ahsxk 5 4 28444 28444 CD cord-028444-bl9ahsxk 5 5 cord_uid cord_uid NNS cord-028444-bl9ahsxk 5 6 : : : cord-028444-bl9ahsxk 5 7 bl9ahsxk bl9ahsxk . cord-028444-bl9ahsxk 6 1 The the DT cord-028444-bl9ahsxk 6 2 SARS SARS NNP cord-028444-bl9ahsxk 6 3 - - HYPH cord-028444-bl9ahsxk 6 4 CoV-2 CoV-2 NNP cord-028444-bl9ahsxk 6 5 infections infection NNS cord-028444-bl9ahsxk 6 6 continue continue VBP cord-028444-bl9ahsxk 6 7 unabated unabated JJ cord-028444-bl9ahsxk 6 8 in in IN cord-028444-bl9ahsxk 6 9 Ghana Ghana NNP cord-028444-bl9ahsxk 6 10 and and CC cord-028444-bl9ahsxk 6 11 globally globally RB cord-028444-bl9ahsxk 6 12 . . . cord-028444-bl9ahsxk 7 1 The the DT cord-028444-bl9ahsxk 7 2 identification identification NN cord-028444-bl9ahsxk 7 3 of of IN cord-028444-bl9ahsxk 7 4 country country NN cord-028444-bl9ahsxk 7 5 dynamics dynamic NNS cord-028444-bl9ahsxk 7 6 of of IN cord-028444-bl9ahsxk 7 7 the the DT cord-028444-bl9ahsxk 7 8 virus virus NN cord-028444-bl9ahsxk 7 9 , , , cord-028444-bl9ahsxk 7 10 its -PRON- PRP$ cord-028444-bl9ahsxk 7 11 spread spread NN cord-028444-bl9ahsxk 7 12 , , , cord-028444-bl9ahsxk 7 13 and and CC cord-028444-bl9ahsxk 7 14 country country NN cord-028444-bl9ahsxk 7 15 - - HYPH cord-028444-bl9ahsxk 7 16 specific specific JJ cord-028444-bl9ahsxk 7 17 interventions intervention NNS cord-028444-bl9ahsxk 7 18 in in IN cord-028444-bl9ahsxk 7 19 tackling tackle VBG cord-028444-bl9ahsxk 7 20 the the DT cord-028444-bl9ahsxk 7 21 menace menace NN cord-028444-bl9ahsxk 7 22 including include VBG cord-028444-bl9ahsxk 7 23 the the DT cord-028444-bl9ahsxk 7 24 application application NN cord-028444-bl9ahsxk 7 25 of of IN cord-028444-bl9ahsxk 7 26 geospatial geospatial JJ cord-028444-bl9ahsxk 7 27 technologies technology NNS cord-028444-bl9ahsxk 7 28 . . . cord-028444-bl9ahsxk 8 1 This this DT cord-028444-bl9ahsxk 8 2 research research NN cord-028444-bl9ahsxk 8 3 sought seek VBD cord-028444-bl9ahsxk 8 4 to to TO cord-028444-bl9ahsxk 8 5 highlight highlight VB cord-028444-bl9ahsxk 8 6 the the DT cord-028444-bl9ahsxk 8 7 use use NN cord-028444-bl9ahsxk 8 8 of of IN cord-028444-bl9ahsxk 8 9 geospatial geospatial JJ cord-028444-bl9ahsxk 8 10 technologies technology NNS cord-028444-bl9ahsxk 8 11 in in IN cord-028444-bl9ahsxk 8 12 the the DT cord-028444-bl9ahsxk 8 13 fight fight NN cord-028444-bl9ahsxk 8 14 against against IN cord-028444-bl9ahsxk 8 15 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 8 16 in in IN cord-028444-bl9ahsxk 8 17 Ghana Ghana NNP cord-028444-bl9ahsxk 8 18 with with IN cord-028444-bl9ahsxk 8 19 best good JJS cord-028444-bl9ahsxk 8 20 practices practice NNS cord-028444-bl9ahsxk 8 21 from from IN cord-028444-bl9ahsxk 8 22 China China NNP cord-028444-bl9ahsxk 8 23 where where WRB cord-028444-bl9ahsxk 8 24 the the DT cord-028444-bl9ahsxk 8 25 infections infection NNS cord-028444-bl9ahsxk 8 26 originated originate VBD cord-028444-bl9ahsxk 8 27 from from IN cord-028444-bl9ahsxk 8 28 ; ; : cord-028444-bl9ahsxk 8 29 present present VB cord-028444-bl9ahsxk 8 30 the the DT cord-028444-bl9ahsxk 8 31 trends trend NNS cord-028444-bl9ahsxk 8 32 in in IN cord-028444-bl9ahsxk 8 33 Ghana Ghana NNP cord-028444-bl9ahsxk 8 34 and and CC cord-028444-bl9ahsxk 8 35 model model NN cord-028444-bl9ahsxk 8 36 near near IN cord-028444-bl9ahsxk 8 37 future future JJ cord-028444-bl9ahsxk 8 38 trends trend NNS cord-028444-bl9ahsxk 8 39 of of IN cord-028444-bl9ahsxk 8 40 the the DT cord-028444-bl9ahsxk 8 41 virus virus NN cord-028444-bl9ahsxk 8 42 . . . cord-028444-bl9ahsxk 9 1 It -PRON- PRP cord-028444-bl9ahsxk 9 2 was be VBD cord-028444-bl9ahsxk 9 3 evident evident JJ cord-028444-bl9ahsxk 9 4 that that IN cord-028444-bl9ahsxk 9 5 just just RB cord-028444-bl9ahsxk 9 6 as as IN cord-028444-bl9ahsxk 9 7 other other JJ cord-028444-bl9ahsxk 9 8 places place NNS cord-028444-bl9ahsxk 9 9 , , , cord-028444-bl9ahsxk 9 10 Ghana Ghana NNP cord-028444-bl9ahsxk 9 11 has have VBZ cord-028444-bl9ahsxk 9 12 employed employ VBN cord-028444-bl9ahsxk 9 13 geospatial geospatial JJ cord-028444-bl9ahsxk 9 14 technologies technology NNS cord-028444-bl9ahsxk 9 15 and and CC cord-028444-bl9ahsxk 9 16 continues continue VBZ cord-028444-bl9ahsxk 9 17 to to TO cord-028444-bl9ahsxk 9 18 ply ply VB cord-028444-bl9ahsxk 9 19 unchartered unchartered JJ cord-028444-bl9ahsxk 9 20 paths path NNS cord-028444-bl9ahsxk 9 21 in in IN cord-028444-bl9ahsxk 9 22 solutions solution NNS cord-028444-bl9ahsxk 9 23 . . . cord-028444-bl9ahsxk 10 1 The the DT cord-028444-bl9ahsxk 10 2 trend trend NN cord-028444-bl9ahsxk 10 3 in in IN cord-028444-bl9ahsxk 10 4 Ghana Ghana NNP cord-028444-bl9ahsxk 10 5 is be VBZ cord-028444-bl9ahsxk 10 6 in in IN cord-028444-bl9ahsxk 10 7 line line NN cord-028444-bl9ahsxk 10 8 with with IN cord-028444-bl9ahsxk 10 9 a a DT cord-028444-bl9ahsxk 10 10 population population NN cord-028444-bl9ahsxk 10 11 concentration concentration NN cord-028444-bl9ahsxk 10 12 and and CC cord-028444-bl9ahsxk 10 13 tends tend VBZ cord-028444-bl9ahsxk 10 14 to to TO cord-028444-bl9ahsxk 10 15 record record VB cord-028444-bl9ahsxk 10 16 higher high JJR cord-028444-bl9ahsxk 10 17 figures figure NNS cord-028444-bl9ahsxk 10 18 in in IN cord-028444-bl9ahsxk 10 19 the the DT cord-028444-bl9ahsxk 10 20 southern southern JJ cord-028444-bl9ahsxk 10 21 parts part NNS cord-028444-bl9ahsxk 10 22 . . . cord-028444-bl9ahsxk 11 1 It -PRON- PRP cord-028444-bl9ahsxk 11 2 is be VBZ cord-028444-bl9ahsxk 11 3 modeled model VBN cord-028444-bl9ahsxk 11 4 that that IN cord-028444-bl9ahsxk 11 5 through through IN cord-028444-bl9ahsxk 11 6 incessant incessant JJ cord-028444-bl9ahsxk 11 7 mobility mobility NN cord-028444-bl9ahsxk 11 8 patterns pattern NNS cord-028444-bl9ahsxk 11 9 , , , cord-028444-bl9ahsxk 11 10 infections infection NNS cord-028444-bl9ahsxk 11 11 will will MD cord-028444-bl9ahsxk 11 12 spread spread VB cord-028444-bl9ahsxk 11 13 through through RP cord-028444-bl9ahsxk 11 14 to to IN cord-028444-bl9ahsxk 11 15 the the DT cord-028444-bl9ahsxk 11 16 middle middle JJ cord-028444-bl9ahsxk 11 17 parts part NNS cord-028444-bl9ahsxk 11 18 and and CC cord-028444-bl9ahsxk 11 19 then then RB cord-028444-bl9ahsxk 11 20 the the DT cord-028444-bl9ahsxk 11 21 northern northern JJ cord-028444-bl9ahsxk 11 22 parts part NNS cord-028444-bl9ahsxk 11 23 . . . cord-028444-bl9ahsxk 12 1 The the DT cord-028444-bl9ahsxk 12 2 research research NN cord-028444-bl9ahsxk 12 3 , , , cord-028444-bl9ahsxk 12 4 therefore therefore RB cord-028444-bl9ahsxk 12 5 , , , cord-028444-bl9ahsxk 12 6 recommends recommend VBZ cord-028444-bl9ahsxk 12 7 the the DT cord-028444-bl9ahsxk 12 8 use use NN cord-028444-bl9ahsxk 12 9 of of IN cord-028444-bl9ahsxk 12 10 infrared infrared JJ cord-028444-bl9ahsxk 12 11 scanners scanner NNS cord-028444-bl9ahsxk 12 12 to to TO cord-028444-bl9ahsxk 12 13 augment augment VB cord-028444-bl9ahsxk 12 14 testing testing NN cord-028444-bl9ahsxk 12 15 practices practice NNS cord-028444-bl9ahsxk 12 16 and and CC cord-028444-bl9ahsxk 12 17 enhanced enhanced JJ cord-028444-bl9ahsxk 12 18 tracing tracing NN cord-028444-bl9ahsxk 12 19 of of IN cord-028444-bl9ahsxk 12 20 infected infected JJ cord-028444-bl9ahsxk 12 21 persons person NNS cord-028444-bl9ahsxk 12 22 as as RB cord-028444-bl9ahsxk 12 23 well well RB cord-028444-bl9ahsxk 12 24 as as IN cord-028444-bl9ahsxk 12 25 the the DT cord-028444-bl9ahsxk 12 26 use use NN cord-028444-bl9ahsxk 12 27 of of IN cord-028444-bl9ahsxk 12 28 drones drone NNS cord-028444-bl9ahsxk 12 29 for for IN cord-028444-bl9ahsxk 12 30 the the DT cord-028444-bl9ahsxk 12 31 distribution distribution NN cord-028444-bl9ahsxk 12 32 of of IN cord-028444-bl9ahsxk 12 33 essential essential JJ cord-028444-bl9ahsxk 12 34 services service NNS cord-028444-bl9ahsxk 12 35 . . . cord-028444-bl9ahsxk 13 1 Later later RB cord-028444-bl9ahsxk 13 2 part part NN cord-028444-bl9ahsxk 13 3 of of IN cord-028444-bl9ahsxk 13 4 2019 2019 CD cord-028444-bl9ahsxk 13 5 saw see VBD cord-028444-bl9ahsxk 13 6 the the DT cord-028444-bl9ahsxk 13 7 development development NN cord-028444-bl9ahsxk 13 8 of of IN cord-028444-bl9ahsxk 13 9 one one CD cord-028444-bl9ahsxk 13 10 of of IN cord-028444-bl9ahsxk 13 11 the the DT cord-028444-bl9ahsxk 13 12 world world NN cord-028444-bl9ahsxk 13 13 pandemics pandemic NNS cord-028444-bl9ahsxk 13 14 , , , cord-028444-bl9ahsxk 13 15 COVID COVID NNP cord-028444-bl9ahsxk 13 16 19 19 CD cord-028444-bl9ahsxk 13 17 . . . cord-028444-bl9ahsxk 14 1 The the DT cord-028444-bl9ahsxk 14 2 infection infection NN cord-028444-bl9ahsxk 14 3 believed believe VBD cord-028444-bl9ahsxk 14 4 to to TO cord-028444-bl9ahsxk 14 5 have have VB cord-028444-bl9ahsxk 14 6 originated originate VBN cord-028444-bl9ahsxk 14 7 from from IN cord-028444-bl9ahsxk 14 8 a a DT cord-028444-bl9ahsxk 14 9 laboratory laboratory NN cord-028444-bl9ahsxk 14 10 in in IN cord-028444-bl9ahsxk 14 11 the the DT cord-028444-bl9ahsxk 14 12 city city NN cord-028444-bl9ahsxk 14 13 of of IN cord-028444-bl9ahsxk 14 14 Wuhan Wuhan NNP cord-028444-bl9ahsxk 14 15 in in IN cord-028444-bl9ahsxk 14 16 December December NNP cord-028444-bl9ahsxk 14 17 2019 2019 CD cord-028444-bl9ahsxk 14 18 Shereen Shereen NNP cord-028444-bl9ahsxk 14 19 et et FW cord-028444-bl9ahsxk 14 20 al al NNP cord-028444-bl9ahsxk 14 21 . . NNP cord-028444-bl9ahsxk 14 22 2020 2020 CD cord-028444-bl9ahsxk 14 23 ) ) -RRB- cord-028444-bl9ahsxk 14 24 . . . cord-028444-bl9ahsxk 15 1 A a DT cord-028444-bl9ahsxk 15 2 pathogen pathogen NN cord-028444-bl9ahsxk 15 3 later later RB cord-028444-bl9ahsxk 15 4 identified identify VBN cord-028444-bl9ahsxk 15 5 as as IN cord-028444-bl9ahsxk 15 6 a a DT cord-028444-bl9ahsxk 15 7 novel novel JJ cord-028444-bl9ahsxk 15 8 beta beta NN cord-028444-bl9ahsxk 15 9 - - HYPH cord-028444-bl9ahsxk 15 10 coronavirus coronavirus NN cord-028444-bl9ahsxk 15 11 ( ( -LRB- cord-028444-bl9ahsxk 15 12 2019-nCoV 2019-ncov CD cord-028444-bl9ahsxk 15 13 ) ) -RRB- cord-028444-bl9ahsxk 15 14 which which WDT cord-028444-bl9ahsxk 15 15 was be VBD cord-028444-bl9ahsxk 15 16 later later RB cord-028444-bl9ahsxk 15 17 renamed rename VBN cord-028444-bl9ahsxk 15 18 as as IN cord-028444-bl9ahsxk 15 19 SARS SARS NNP cord-028444-bl9ahsxk 15 20 - - HYPH cord-028444-bl9ahsxk 15 21 CoV-2 CoV-2 NNP cord-028444-bl9ahsxk 15 22 ) ) -RRB- cord-028444-bl9ahsxk 15 23 affected affect VBD cord-028444-bl9ahsxk 15 24 thousands thousand NNS cord-028444-bl9ahsxk 15 25 of of IN cord-028444-bl9ahsxk 15 26 people people NNS cord-028444-bl9ahsxk 15 27 in in IN cord-028444-bl9ahsxk 15 28 China China NNP cord-028444-bl9ahsxk 15 29 ( ( -LRB- cord-028444-bl9ahsxk 15 30 provinces province NNS cord-028444-bl9ahsxk 15 31 - - : cord-028444-bl9ahsxk 15 32 Guangdong Guangdong NNP cord-028444-bl9ahsxk 15 33 , , , cord-028444-bl9ahsxk 15 34 Hubei Hubei NNP cord-028444-bl9ahsxk 15 35 , , , cord-028444-bl9ahsxk 15 36 Henan Henan NNP cord-028444-bl9ahsxk 15 37 , , , cord-028444-bl9ahsxk 15 38 Zhejiang Zhejiang NNP cord-028444-bl9ahsxk 15 39 , , , cord-028444-bl9ahsxk 15 40 among among IN cord-028444-bl9ahsxk 15 41 other other JJ cord-028444-bl9ahsxk 15 42 towns town NNS cord-028444-bl9ahsxk 15 43 and and CC cord-028444-bl9ahsxk 15 44 cities city NNS cord-028444-bl9ahsxk 15 45 - - : cord-028444-bl9ahsxk 15 46 Shanghai Shanghai NNP cord-028444-bl9ahsxk 15 47 and and CC cord-028444-bl9ahsxk 15 48 Beijing Beijing NNP cord-028444-bl9ahsxk 15 49 ) ) -RRB- cord-028444-bl9ahsxk 15 50 and and CC cord-028444-bl9ahsxk 15 51 traveled travel VBD cord-028444-bl9ahsxk 15 52 rampantly rampantly RB cord-028444-bl9ahsxk 15 53 among among IN cord-028444-bl9ahsxk 15 54 other other JJ cord-028444-bl9ahsxk 15 55 countries country NNS cord-028444-bl9ahsxk 15 56 like like IN cord-028444-bl9ahsxk 15 57 Japan Japan NNP cord-028444-bl9ahsxk 15 58 , , , cord-028444-bl9ahsxk 15 59 Thailand Thailand NNP cord-028444-bl9ahsxk 15 60 , , , cord-028444-bl9ahsxk 15 61 Germany Germany NNP cord-028444-bl9ahsxk 15 62 , , , cord-028444-bl9ahsxk 15 63 Republic Republic NNP cord-028444-bl9ahsxk 15 64 of of IN cord-028444-bl9ahsxk 15 65 Korea Korea NNP cord-028444-bl9ahsxk 15 66 , , , cord-028444-bl9ahsxk 15 67 United United NNP cord-028444-bl9ahsxk 15 68 States States NNP cord-028444-bl9ahsxk 15 69 , , , cord-028444-bl9ahsxk 15 70 Viet Viet NNP cord-028444-bl9ahsxk 15 71 Nam Nam NNP cord-028444-bl9ahsxk 15 72 , , , cord-028444-bl9ahsxk 15 73 and and CC cord-028444-bl9ahsxk 15 74 Singapore Singapore NNP cord-028444-bl9ahsxk 15 75 . . . cord-028444-bl9ahsxk 16 1 Although although IN cord-028444-bl9ahsxk 16 2 coronaviruses coronaviruse NNS cord-028444-bl9ahsxk 16 3 are be VBP cord-028444-bl9ahsxk 16 4 not not RB cord-028444-bl9ahsxk 16 5 new new JJ cord-028444-bl9ahsxk 16 6 ( ( -LRB- cord-028444-bl9ahsxk 16 7 Sun Sun NNP cord-028444-bl9ahsxk 16 8 et et FW cord-028444-bl9ahsxk 16 9 al al NNP cord-028444-bl9ahsxk 16 10 . . . cord-028444-bl9ahsxk 17 1 2020 2020 CD cord-028444-bl9ahsxk 18 1 ( ( -LRB- cord-028444-bl9ahsxk 18 2 Gao Gao NNP cord-028444-bl9ahsxk 18 3 et et NNP cord-028444-bl9ahsxk 18 4 al al NNP cord-028444-bl9ahsxk 18 5 . . NNP cord-028444-bl9ahsxk 18 6 2020 2020 CD cord-028444-bl9ahsxk 18 7 ) ) -RRB- cord-028444-bl9ahsxk 18 8 . . . cord-028444-bl9ahsxk 19 1 Indicatively indicatively RB cord-028444-bl9ahsxk 19 2 , , , cord-028444-bl9ahsxk 19 3 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 19 4 affected affected JJ cord-028444-bl9ahsxk 19 5 1000 1000 CD cord-028444-bl9ahsxk 19 6 people people NNS cord-028444-bl9ahsxk 19 7 in in IN cord-028444-bl9ahsxk 19 8 just just RB cord-028444-bl9ahsxk 19 9 48 48 CD cord-028444-bl9ahsxk 19 10 days day NNS cord-028444-bl9ahsxk 19 11 as as IN cord-028444-bl9ahsxk 19 12 against against IN cord-028444-bl9ahsxk 19 13 times time NNS cord-028444-bl9ahsxk 19 14 taken take VBN cord-028444-bl9ahsxk 19 15 to to TO cord-028444-bl9ahsxk 19 16 affect affect VB cord-028444-bl9ahsxk 19 17 the the DT cord-028444-bl9ahsxk 19 18 same same JJ cord-028444-bl9ahsxk 19 19 figure figure NN cord-028444-bl9ahsxk 19 20 by by IN cord-028444-bl9ahsxk 19 21 MERS MERS NNP cord-028444-bl9ahsxk 19 22 ( ( -LRB- cord-028444-bl9ahsxk 19 23 two two CD cord-028444-bl9ahsxk 19 24 and and CC cord-028444-bl9ahsxk 19 25 half half NN cord-028444-bl9ahsxk 19 26 years year NNS cord-028444-bl9ahsxk 19 27 ) ) -RRB- cord-028444-bl9ahsxk 19 28 and and CC cord-028444-bl9ahsxk 19 29 SARS SARS NNP cord-028444-bl9ahsxk 19 30 ( ( -LRB- cord-028444-bl9ahsxk 19 31 4 4 CD cord-028444-bl9ahsxk 19 32 months month NNS cord-028444-bl9ahsxk 19 33 ) ) -RRB- cord-028444-bl9ahsxk 20 1 ( ( -LRB- cord-028444-bl9ahsxk 20 2 Kamel Kamel NNP cord-028444-bl9ahsxk 20 3 Boulos Boulos NNP cord-028444-bl9ahsxk 20 4 and and CC cord-028444-bl9ahsxk 20 5 Geraghty Geraghty NNP cord-028444-bl9ahsxk 20 6 2020 2020 CD cord-028444-bl9ahsxk 20 7 ) ) -RRB- cord-028444-bl9ahsxk 20 8 . . . cord-028444-bl9ahsxk 21 1 Consequently consequently RB cord-028444-bl9ahsxk 21 2 , , , cord-028444-bl9ahsxk 21 3 the the DT cord-028444-bl9ahsxk 21 4 outbreak outbreak NN cord-028444-bl9ahsxk 21 5 of of IN cord-028444-bl9ahsxk 21 6 new new JJ cord-028444-bl9ahsxk 21 7 SARS SARS NNP cord-028444-bl9ahsxk 21 8 - - HYPH cord-028444-bl9ahsxk 21 9 CoV-2 CoV-2 NNP cord-028444-bl9ahsxk 21 10 coronavirus coronavirus NN cord-028444-bl9ahsxk 21 11 was be VBD cord-028444-bl9ahsxk 21 12 declared declare VBN cord-028444-bl9ahsxk 21 13 by by IN cord-028444-bl9ahsxk 21 14 World World NNP cord-028444-bl9ahsxk 21 15 Health Health NNP cord-028444-bl9ahsxk 21 16 Organization Organization NNP cord-028444-bl9ahsxk 21 17 as as IN cord-028444-bl9ahsxk 21 18 constituting constitute VBG cord-028444-bl9ahsxk 21 19 a a DT cord-028444-bl9ahsxk 21 20 Public Public NNP cord-028444-bl9ahsxk 21 21 Health Health NNP cord-028444-bl9ahsxk 21 22 Emergency Emergency NNP cord-028444-bl9ahsxk 21 23 of of IN cord-028444-bl9ahsxk 21 24 International International NNP cord-028444-bl9ahsxk 21 25 Concern Concern NNP cord-028444-bl9ahsxk 21 26 ( ( -LRB- cord-028444-bl9ahsxk 21 27 PHEIC PHEIC NNP cord-028444-bl9ahsxk 21 28 ) ) -RRB- cord-028444-bl9ahsxk 21 29 on on IN cord-028444-bl9ahsxk 21 30 January January NNP cord-028444-bl9ahsxk 21 31 30 30 CD cord-028444-bl9ahsxk 21 32 , , , cord-028444-bl9ahsxk 21 33 2020 2020 CD cord-028444-bl9ahsxk 22 1 ( ( -LRB- cord-028444-bl9ahsxk 22 2 Sohrabi Sohrabi NNP cord-028444-bl9ahsxk 22 3 et et NNP cord-028444-bl9ahsxk 22 4 al al NNP cord-028444-bl9ahsxk 22 5 . . . cord-028444-bl9ahsxk 23 1 2020 2020 CD cord-028444-bl9ahsxk 23 2 ; ; : cord-028444-bl9ahsxk 23 3 WHO who WP cord-028444-bl9ahsxk 23 4 2020 2020 CD cord-028444-bl9ahsxk 23 5 ) ) -RRB- cord-028444-bl9ahsxk 23 6 . . . cord-028444-bl9ahsxk 24 1 The the DT cord-028444-bl9ahsxk 24 2 rate rate NN cord-028444-bl9ahsxk 24 3 of of IN cord-028444-bl9ahsxk 24 4 infection infection NN cord-028444-bl9ahsxk 24 5 of of IN cord-028444-bl9ahsxk 24 6 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 24 7 is be VBZ cord-028444-bl9ahsxk 24 8 unprecedented unprecedented JJ cord-028444-bl9ahsxk 24 9 and and CC cord-028444-bl9ahsxk 24 10 the the DT cord-028444-bl9ahsxk 24 11 world world NN cord-028444-bl9ahsxk 24 12 is be VBZ cord-028444-bl9ahsxk 24 13 on on IN cord-028444-bl9ahsxk 24 14 uncharted uncharted JJ cord-028444-bl9ahsxk 24 15 paths path NNS cord-028444-bl9ahsxk 24 16 . . . cord-028444-bl9ahsxk 25 1 The the DT cord-028444-bl9ahsxk 25 2 coronavirus coronavirus NN cord-028444-bl9ahsxk 25 3 world world NN cord-028444-bl9ahsxk 25 4 meter meter NN cord-028444-bl9ahsxk 25 5 ( ( -LRB- cord-028444-bl9ahsxk 25 6 https https NNP cord-028444-bl9ahsxk 25 7 : : : cord-028444-bl9ahsxk 25 8 //www.world //www.world . cord-028444-bl9ahsxk 26 1 omete omete JJ cord-028444-bl9ahsxk 26 2 rs.info/coron rs.info/coron NNP cord-028444-bl9ahsxk 27 1 aviru aviru NNP cord-028444-bl9ahsxk 27 2 s/ s/ NNP cord-028444-bl9ahsxk 27 3 ) ) -RRB- cord-028444-bl9ahsxk 28 1 , , , cord-028444-bl9ahsxk 28 2 as as IN cord-028444-bl9ahsxk 28 3 of of IN cord-028444-bl9ahsxk 28 4 May May NNP cord-028444-bl9ahsxk 28 5 20 20 CD cord-028444-bl9ahsxk 28 6 , , , cord-028444-bl9ahsxk 28 7 2020 2020 CD cord-028444-bl9ahsxk 28 8 , , , cord-028444-bl9ahsxk 28 9 10:02 10:02 CD cord-028444-bl9ahsxk 28 10 GMT GMT NNP cord-028444-bl9ahsxk 28 11 , , , cord-028444-bl9ahsxk 28 12 reported report VBD cord-028444-bl9ahsxk 28 13 that that IN cord-028444-bl9ahsxk 28 14 confirmed confirm VBD cord-028444-bl9ahsxk 28 15 cases case NNS cord-028444-bl9ahsxk 28 16 stood stand VBD cord-028444-bl9ahsxk 28 17 at at IN cord-028444-bl9ahsxk 28 18 5,003,500 5,003,500 CD cord-028444-bl9ahsxk 28 19 with with IN cord-028444-bl9ahsxk 28 20 total total JJ cord-028444-bl9ahsxk 28 21 global global JJ cord-028444-bl9ahsxk 28 22 deaths death NNS cord-028444-bl9ahsxk 28 23 and and CC cord-028444-bl9ahsxk 28 24 recoveries recovery NNS cord-028444-bl9ahsxk 28 25 standing stand VBG cord-028444-bl9ahsxk 28 26 at at IN cord-028444-bl9ahsxk 28 27 325,223 325,223 CD cord-028444-bl9ahsxk 28 28 and and CC cord-028444-bl9ahsxk 28 29 1,971,709 1,971,709 CD cord-028444-bl9ahsxk 28 30 respectively respectively RB cord-028444-bl9ahsxk 28 31 . . . cord-028444-bl9ahsxk 29 1 Active active JJ cord-028444-bl9ahsxk 29 2 cases case NNS cord-028444-bl9ahsxk 29 3 stood stand VBD cord-028444-bl9ahsxk 29 4 at at IN cord-028444-bl9ahsxk 29 5 2,706,568 2,706,568 CD cord-028444-bl9ahsxk 29 6 with with IN cord-028444-bl9ahsxk 29 7 , , , cord-028444-bl9ahsxk 29 8 98 98 CD cord-028444-bl9ahsxk 29 9 % % NN cord-028444-bl9ahsxk 29 10 and and CC cord-028444-bl9ahsxk 29 11 2 2 CD cord-028444-bl9ahsxk 29 12 % % NN cord-028444-bl9ahsxk 29 13 being be VBG cord-028444-bl9ahsxk 29 14 in in IN cord-028444-bl9ahsxk 29 15 mild mild JJ cord-028444-bl9ahsxk 29 16 and and CC cord-028444-bl9ahsxk 29 17 serious serious JJ cord-028444-bl9ahsxk 29 18 / / SYM cord-028444-bl9ahsxk 29 19 critical critical JJ cord-028444-bl9ahsxk 29 20 conditions condition NNS cord-028444-bl9ahsxk 29 21 . . . cord-028444-bl9ahsxk 30 1 Globally globally RB cord-028444-bl9ahsxk 30 2 , , , cord-028444-bl9ahsxk 30 3 it -PRON- PRP cord-028444-bl9ahsxk 30 4 is be VBZ cord-028444-bl9ahsxk 30 5 the the DT cord-028444-bl9ahsxk 30 6 Americas Americas NNPS cord-028444-bl9ahsxk 30 7 that that WDT cord-028444-bl9ahsxk 30 8 have have VBP cord-028444-bl9ahsxk 30 9 been be VBN cord-028444-bl9ahsxk 30 10 presently presently RB cord-028444-bl9ahsxk 30 11 greatly greatly RB cord-028444-bl9ahsxk 30 12 affected affect VBN cord-028444-bl9ahsxk 30 13 ( ( -LRB- cord-028444-bl9ahsxk 30 14 Fig Fig NNP cord-028444-bl9ahsxk 30 15 . . . cord-028444-bl9ahsxk 30 16 1 1 CD cord-028444-bl9ahsxk 30 17 ) ) -RRB- cord-028444-bl9ahsxk 30 18 . . . cord-028444-bl9ahsxk 31 1 Africa Africa NNP cord-028444-bl9ahsxk 31 2 has have VBZ cord-028444-bl9ahsxk 31 3 had have VBN cord-028444-bl9ahsxk 31 4 its -PRON- PRP$ cord-028444-bl9ahsxk 31 5 share share NN cord-028444-bl9ahsxk 31 6 of of IN cord-028444-bl9ahsxk 31 7 the the DT cord-028444-bl9ahsxk 31 8 global global JJ cord-028444-bl9ahsxk 31 9 pandemic pandemic NN cord-028444-bl9ahsxk 31 10 though though IN cord-028444-bl9ahsxk 31 11 the the DT cord-028444-bl9ahsxk 31 12 rate rate NN cord-028444-bl9ahsxk 31 13 of of IN cord-028444-bl9ahsxk 31 14 infection infection NN cord-028444-bl9ahsxk 31 15 is be VBZ cord-028444-bl9ahsxk 31 16 believed believe VBN cord-028444-bl9ahsxk 31 17 to to TO cord-028444-bl9ahsxk 31 18 be be VB cord-028444-bl9ahsxk 31 19 slower slow JJR cord-028444-bl9ahsxk 31 20 than than IN cord-028444-bl9ahsxk 31 21 other other JJ cord-028444-bl9ahsxk 31 22 regions region NNS cord-028444-bl9ahsxk 31 23 ( ( -LRB- cord-028444-bl9ahsxk 31 24 World World NNP cord-028444-bl9ahsxk 31 25 Health Health NNP cord-028444-bl9ahsxk 31 26 Organization Organization NNP cord-028444-bl9ahsxk 31 27 2020 2020 CD cord-028444-bl9ahsxk 31 28 ) ) -RRB- cord-028444-bl9ahsxk 31 29 . . . cord-028444-bl9ahsxk 32 1 Nonetheless nonetheless RB cord-028444-bl9ahsxk 32 2 , , , cord-028444-bl9ahsxk 32 3 Africa Africa NNP cord-028444-bl9ahsxk 32 4 , , , cord-028444-bl9ahsxk 32 5 as as IN cord-028444-bl9ahsxk 32 6 at at IN cord-028444-bl9ahsxk 32 7 20/05/2020 20/05/2020 CD cord-028444-bl9ahsxk 32 8 , , , cord-028444-bl9ahsxk 32 9 07:00 07:00 CD cord-028444-bl9ahsxk 32 10 GMT GMT NNP cord-028444-bl9ahsxk 32 11 , , , cord-028444-bl9ahsxk 32 12 had have VBD cord-028444-bl9ahsxk 32 13 recorded record VBN cord-028444-bl9ahsxk 32 14 90,943 90,943 CD cord-028444-bl9ahsxk 32 15 cumulated cumulate VBN cord-028444-bl9ahsxk 32 16 cases case NNS cord-028444-bl9ahsxk 32 17 ( ( -LRB- cord-028444-bl9ahsxk 32 18 1.82 1.82 CD cord-028444-bl9ahsxk 32 19 % % NN cord-028444-bl9ahsxk 32 20 global global JJ cord-028444-bl9ahsxk 32 21 share share NN cord-028444-bl9ahsxk 32 22 ) ) -RRB- cord-028444-bl9ahsxk 32 23 , , , cord-028444-bl9ahsxk 32 24 2885 2885 CD cord-028444-bl9ahsxk 32 25 deaths death NNS cord-028444-bl9ahsxk 32 26 ( ( -LRB- cord-028444-bl9ahsxk 32 27 0.89 0.89 CD cord-028444-bl9ahsxk 32 28 % % NN cord-028444-bl9ahsxk 32 29 global global JJ cord-028444-bl9ahsxk 32 30 share share NN cord-028444-bl9ahsxk 32 31 ) ) -RRB- cord-028444-bl9ahsxk 32 32 and and CC cord-028444-bl9ahsxk 32 33 35 35 CD cord-028444-bl9ahsxk 32 34 , , , cord-028444-bl9ahsxk 32 35 257 257 CD cord-028444-bl9ahsxk 32 36 recoveries recovery NNS cord-028444-bl9ahsxk 32 37 ( ( -LRB- cord-028444-bl9ahsxk 32 38 1.79 1.79 CD cord-028444-bl9ahsxk 32 39 % % NN cord-028444-bl9ahsxk 32 40 global global JJ cord-028444-bl9ahsxk 32 41 share share NN cord-028444-bl9ahsxk 32 42 ) ) -RRB- cord-028444-bl9ahsxk 32 43 . . . cord-028444-bl9ahsxk 33 1 More More JJR cord-028444-bl9ahsxk 33 2 than than IN cord-028444-bl9ahsxk 33 3 half half NN cord-028444-bl9ahsxk 33 4 of of IN cord-028444-bl9ahsxk 33 5 the the DT cord-028444-bl9ahsxk 33 6 countries country NNS cord-028444-bl9ahsxk 33 7 in in IN cord-028444-bl9ahsxk 33 8 Africa Africa NNP cord-028444-bl9ahsxk 33 9 had have VBD cord-028444-bl9ahsxk 33 10 been be VBN cord-028444-bl9ahsxk 33 11 hit hit VBN cord-028444-bl9ahsxk 33 12 by by IN cord-028444-bl9ahsxk 33 13 the the DT cord-028444-bl9ahsxk 33 14 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 33 15 , , , cord-028444-bl9ahsxk 33 16 with with IN cord-028444-bl9ahsxk 33 17 South South NNP cord-028444-bl9ahsxk 33 18 Africa Africa NNP cord-028444-bl9ahsxk 33 19 being be VBG cord-028444-bl9ahsxk 33 20 the the DT cord-028444-bl9ahsxk 33 21 most most RBS cord-028444-bl9ahsxk 33 22 affected affect VBN cord-028444-bl9ahsxk 33 23 with with IN cord-028444-bl9ahsxk 33 24 17,200 17,200 CD cord-028444-bl9ahsxk 33 25 cases case NNS cord-028444-bl9ahsxk 33 26 ( ( -LRB- cord-028444-bl9ahsxk 33 27 The the DT cord-028444-bl9ahsxk 33 28 Economist Economist NNP cord-028444-bl9ahsxk 33 29 2020 2020 CD cord-028444-bl9ahsxk 33 30 ) ) -RRB- cord-028444-bl9ahsxk 33 31 . . . cord-028444-bl9ahsxk 34 1 Since since IN cord-028444-bl9ahsxk 34 2 it -PRON- PRP cord-028444-bl9ahsxk 34 3 recorded record VBD cord-028444-bl9ahsxk 34 4 its -PRON- PRP$ cord-028444-bl9ahsxk 34 5 first first JJ cord-028444-bl9ahsxk 34 6 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 34 7 case case NN cord-028444-bl9ahsxk 34 8 on on IN cord-028444-bl9ahsxk 34 9 12 12 CD cord-028444-bl9ahsxk 34 10 March March NNP cord-028444-bl9ahsxk 34 11 2020 2020 CD cord-028444-bl9ahsxk 35 1 ( ( -LRB- cord-028444-bl9ahsxk 35 2 UNDP UNDP NNP cord-028444-bl9ahsxk 35 3 Ghana Ghana NNP cord-028444-bl9ahsxk 35 4 2020a 2020a NNS cord-028444-bl9ahsxk 35 5 , , , cord-028444-bl9ahsxk 35 6 b b LS cord-028444-bl9ahsxk 35 7 ) ) -RRB- cord-028444-bl9ahsxk 35 8 , , , cord-028444-bl9ahsxk 35 9 Ghana Ghana NNP cord-028444-bl9ahsxk 35 10 has have VBZ cord-028444-bl9ahsxk 35 11 seen see VBN cord-028444-bl9ahsxk 35 12 a a DT cord-028444-bl9ahsxk 35 13 rise rise NN cord-028444-bl9ahsxk 35 14 in in IN cord-028444-bl9ahsxk 35 15 confirmed confirm VBN cord-028444-bl9ahsxk 35 16 cases case NNS cord-028444-bl9ahsxk 35 17 from from IN cord-028444-bl9ahsxk 35 18 the the DT cord-028444-bl9ahsxk 35 19 country country NN cord-028444-bl9ahsxk 35 20 's 's POS cord-028444-bl9ahsxk 35 21 capital capital NN cord-028444-bl9ahsxk 35 22 , , , cord-028444-bl9ahsxk 35 23 Accra Accra NNP cord-028444-bl9ahsxk 35 24 , , , cord-028444-bl9ahsxk 35 25 and and CC cord-028444-bl9ahsxk 35 26 spread spread VBD cord-028444-bl9ahsxk 35 27 on on IN cord-028444-bl9ahsxk 35 28 wings wing NNS cord-028444-bl9ahsxk 35 29 of of IN cord-028444-bl9ahsxk 35 30 mobility mobility NN cord-028444-bl9ahsxk 35 31 to to IN cord-028444-bl9ahsxk 35 32 almost almost RB cord-028444-bl9ahsxk 35 33 all all DT cord-028444-bl9ahsxk 35 34 parts part NNS cord-028444-bl9ahsxk 35 35 of of IN cord-028444-bl9ahsxk 35 36 the the DT cord-028444-bl9ahsxk 35 37 country country NN cord-028444-bl9ahsxk 35 38 . . . cord-028444-bl9ahsxk 36 1 Protocols protocol NNS cord-028444-bl9ahsxk 36 2 such such JJ cord-028444-bl9ahsxk 36 3 as as IN cord-028444-bl9ahsxk 36 4 the the DT cord-028444-bl9ahsxk 36 5 washing washing NN cord-028444-bl9ahsxk 36 6 of of IN cord-028444-bl9ahsxk 36 7 hands hand NNS cord-028444-bl9ahsxk 36 8 , , , cord-028444-bl9ahsxk 36 9 observing observe VBG cord-028444-bl9ahsxk 36 10 social/ social/ CD cord-028444-bl9ahsxk 36 11 physical physical JJ cord-028444-bl9ahsxk 36 12 distancing distancing NN cord-028444-bl9ahsxk 36 13 , , , cord-028444-bl9ahsxk 36 14 personal personal JJ cord-028444-bl9ahsxk 36 15 hygiene hygiene NN cord-028444-bl9ahsxk 36 16 , , , cord-028444-bl9ahsxk 36 17 and and CC cord-028444-bl9ahsxk 36 18 personal personal JJ cord-028444-bl9ahsxk 36 19 protective protective JJ cord-028444-bl9ahsxk 36 20 equipment equipment NN cord-028444-bl9ahsxk 36 21 have have VBP cord-028444-bl9ahsxk 36 22 been be VBN cord-028444-bl9ahsxk 36 23 subscribed subscribe VBN cord-028444-bl9ahsxk 36 24 to to IN cord-028444-bl9ahsxk 36 25 by by IN cord-028444-bl9ahsxk 36 26 the the DT cord-028444-bl9ahsxk 36 27 government government NN cord-028444-bl9ahsxk 36 28 and and CC cord-028444-bl9ahsxk 36 29 health health NN cord-028444-bl9ahsxk 36 30 services service NNS cord-028444-bl9ahsxk 36 31 which which WDT cord-028444-bl9ahsxk 36 32 , , , cord-028444-bl9ahsxk 36 33 have have VBP cord-028444-bl9ahsxk 36 34 been be VBN cord-028444-bl9ahsxk 36 35 mainly mainly RB cord-028444-bl9ahsxk 36 36 observed observe VBN cord-028444-bl9ahsxk 36 37 by by IN cord-028444-bl9ahsxk 36 38 the the DT cord-028444-bl9ahsxk 36 39 general general JJ cord-028444-bl9ahsxk 36 40 populace populace NN cord-028444-bl9ahsxk 36 41 . . . cord-028444-bl9ahsxk 37 1 With with IN cord-028444-bl9ahsxk 37 2 the the DT cord-028444-bl9ahsxk 37 3 incessant incessant JJ cord-028444-bl9ahsxk 37 4 increase increase NN cord-028444-bl9ahsxk 37 5 in in IN cord-028444-bl9ahsxk 37 6 the the DT cord-028444-bl9ahsxk 37 7 recorded record VBN cord-028444-bl9ahsxk 37 8 cases case NNS cord-028444-bl9ahsxk 37 9 , , , cord-028444-bl9ahsxk 37 10 current current JJ cord-028444-bl9ahsxk 37 11 and and CC cord-028444-bl9ahsxk 37 12 modeling modeling NN cord-028444-bl9ahsxk 37 13 of of IN cord-028444-bl9ahsxk 37 14 future future JJ cord-028444-bl9ahsxk 37 15 trends trend NNS cord-028444-bl9ahsxk 37 16 are be VBP cord-028444-bl9ahsxk 37 17 indispensable indispensable JJ cord-028444-bl9ahsxk 37 18 in in IN cord-028444-bl9ahsxk 37 19 understanding understand VBG cord-028444-bl9ahsxk 37 20 the the DT cord-028444-bl9ahsxk 37 21 concentration concentration NN cord-028444-bl9ahsxk 37 22 and and CC cord-028444-bl9ahsxk 37 23 the the DT cord-028444-bl9ahsxk 37 24 spread spread NN cord-028444-bl9ahsxk 37 25 of of IN cord-028444-bl9ahsxk 37 26 the the DT cord-028444-bl9ahsxk 37 27 infection infection NN cord-028444-bl9ahsxk 37 28 . . . cord-028444-bl9ahsxk 38 1 The the DT cord-028444-bl9ahsxk 38 2 application application NN cord-028444-bl9ahsxk 38 3 of of IN cord-028444-bl9ahsxk 38 4 Geographic Geographic NNP cord-028444-bl9ahsxk 38 5 Information Information NNP cord-028444-bl9ahsxk 38 6 Systems Systems NNPS cord-028444-bl9ahsxk 38 7 and and CC cord-028444-bl9ahsxk 38 8 Remote Remote NNP cord-028444-bl9ahsxk 38 9 Sensing Sensing NNP cord-028444-bl9ahsxk 38 10 in in IN cord-028444-bl9ahsxk 38 11 tracking tracking NN cord-028444-bl9ahsxk 38 12 and and CC cord-028444-bl9ahsxk 38 13 combating combat VBG cord-028444-bl9ahsxk 38 14 contagion contagion NN cord-028444-bl9ahsxk 38 15 has have VBZ cord-028444-bl9ahsxk 38 16 been be VBN cord-028444-bl9ahsxk 38 17 long long RB cord-028444-bl9ahsxk 38 18 - - HYPH cord-028444-bl9ahsxk 38 19 standing stand VBG cord-028444-bl9ahsxk 38 20 in in IN cord-028444-bl9ahsxk 38 21 literature literature NN cord-028444-bl9ahsxk 38 22 since since IN cord-028444-bl9ahsxk 38 23 the the DT cord-028444-bl9ahsxk 38 24 early early JJ cord-028444-bl9ahsxk 38 25 days day NNS cord-028444-bl9ahsxk 38 26 of of IN cord-028444-bl9ahsxk 38 27 1694 1694 CD cord-028444-bl9ahsxk 38 28 . . . cord-028444-bl9ahsxk 39 1 Although although IN cord-028444-bl9ahsxk 39 2 it -PRON- PRP cord-028444-bl9ahsxk 39 3 was be VBD cord-028444-bl9ahsxk 39 4 done do VBN cord-028444-bl9ahsxk 39 5 through through IN cord-028444-bl9ahsxk 39 6 conventional conventional JJ cord-028444-bl9ahsxk 39 7 mapping mapping NN cord-028444-bl9ahsxk 39 8 , , , cord-028444-bl9ahsxk 39 9 the the DT cord-028444-bl9ahsxk 39 10 phenomenon phenomenon NN cord-028444-bl9ahsxk 39 11 was be VBD cord-028444-bl9ahsxk 39 12 applied apply VBN cord-028444-bl9ahsxk 39 13 in in IN cord-028444-bl9ahsxk 39 14 Italy Italy NNP cord-028444-bl9ahsxk 39 15 for for IN cord-028444-bl9ahsxk 39 16 plague plague NN cord-028444-bl9ahsxk 39 17 containment containment NN cord-028444-bl9ahsxk 39 18 . . . cord-028444-bl9ahsxk 40 1 Throughout throughout IN cord-028444-bl9ahsxk 40 2 the the DT cord-028444-bl9ahsxk 40 3 times time NNS cord-028444-bl9ahsxk 40 4 to to IN cord-028444-bl9ahsxk 40 5 around around IN cord-028444-bl9ahsxk 40 6 1918 1918 CD cord-028444-bl9ahsxk 40 7 various various JJ cord-028444-bl9ahsxk 40 8 mapping mapping NN cord-028444-bl9ahsxk 40 9 methods method NNS cord-028444-bl9ahsxk 40 10 were be VBD cord-028444-bl9ahsxk 40 11 applied apply VBN cord-028444-bl9ahsxk 40 12 to to TO cord-028444-bl9ahsxk 40 13 track track VB cord-028444-bl9ahsxk 40 14 and and CC cord-028444-bl9ahsxk 40 15 understand understand VB cord-028444-bl9ahsxk 40 16 the the DT cord-028444-bl9ahsxk 40 17 spread spread NN cord-028444-bl9ahsxk 40 18 of of IN cord-028444-bl9ahsxk 40 19 many many JJ cord-028444-bl9ahsxk 40 20 infectious infectious JJ cord-028444-bl9ahsxk 40 21 diseases disease NNS cord-028444-bl9ahsxk 40 22 including include VBG cord-028444-bl9ahsxk 40 23 cholera cholera NN cord-028444-bl9ahsxk 40 24 , , , cord-028444-bl9ahsxk 40 25 fever fever NN cord-028444-bl9ahsxk 40 26 , , , cord-028444-bl9ahsxk 40 27 and and CC cord-028444-bl9ahsxk 40 28 even even RB cord-028444-bl9ahsxk 40 29 the the DT cord-028444-bl9ahsxk 40 30 1981 1981 CD cord-028444-bl9ahsxk 40 31 influenza influenza NN cord-028444-bl9ahsxk 40 32 pandemic pandemic NN cord-028444-bl9ahsxk 40 33 . . . cord-028444-bl9ahsxk 41 1 Computerization computerization NN cord-028444-bl9ahsxk 41 2 of of IN cord-028444-bl9ahsxk 41 3 systems system NNS cord-028444-bl9ahsxk 41 4 for for IN cord-028444-bl9ahsxk 41 5 geographic geographic JJ cord-028444-bl9ahsxk 41 6 information information NN cord-028444-bl9ahsxk 41 7 in in IN cord-028444-bl9ahsxk 41 8 the the DT cord-028444-bl9ahsxk 41 9 1960s 1960 NNS cord-028444-bl9ahsxk 41 10 contributed contribute VBD cord-028444-bl9ahsxk 41 11 to to IN cord-028444-bl9ahsxk 41 12 the the DT cord-028444-bl9ahsxk 41 13 possibilities possibility NNS cord-028444-bl9ahsxk 41 14 to to TO cord-028444-bl9ahsxk 41 15 analyze analyze VB cord-028444-bl9ahsxk 41 16 , , , cord-028444-bl9ahsxk 41 17 visualize visualize VB cord-028444-bl9ahsxk 41 18 and and CC cord-028444-bl9ahsxk 41 19 detect detect VB cord-028444-bl9ahsxk 41 20 patterns pattern NNS cord-028444-bl9ahsxk 41 21 of of IN cord-028444-bl9ahsxk 41 22 diseases disease NNS cord-028444-bl9ahsxk 41 23 which which WDT cord-028444-bl9ahsxk 41 24 have have VBP cord-028444-bl9ahsxk 41 25 heightened heighten VBN cord-028444-bl9ahsxk 41 26 its -PRON- PRP$ cord-028444-bl9ahsxk 41 27 usage usage NN cord-028444-bl9ahsxk 41 28 such such JJ cord-028444-bl9ahsxk 41 29 that that IN cord-028444-bl9ahsxk 41 30 out out IN cord-028444-bl9ahsxk 41 31 of of IN cord-028444-bl9ahsxk 41 32 865 865 CD cord-028444-bl9ahsxk 41 33 papers paper NNS cord-028444-bl9ahsxk 41 34 published publish VBN cord-028444-bl9ahsxk 41 35 in in IN cord-028444-bl9ahsxk 41 36 health health NN cord-028444-bl9ahsxk 41 37 GIS GIS NNP cord-028444-bl9ahsxk 41 38 literature literature NN cord-028444-bl9ahsxk 41 39 , , , cord-028444-bl9ahsxk 41 40 248 248 CD cord-028444-bl9ahsxk 41 41 ( ( -LRB- cord-028444-bl9ahsxk 41 42 28.7 28.7 CD cord-028444-bl9ahsxk 41 43 % % NN cord-028444-bl9ahsxk 41 44 ) ) -RRB- cord-028444-bl9ahsxk 41 45 focused focus VBD cord-028444-bl9ahsxk 41 46 on on IN cord-028444-bl9ahsxk 41 47 mapping map VBG cord-028444-bl9ahsxk 41 48 infectious infectious JJ cord-028444-bl9ahsxk 41 49 diseases disease NNS cord-028444-bl9ahsxk 41 50 in in IN cord-028444-bl9ahsxk 41 51 a a DT cord-028444-bl9ahsxk 41 52 review review NN cord-028444-bl9ahsxk 41 53 conducted conduct VBN cord-028444-bl9ahsxk 41 54 in in IN cord-028444-bl9ahsxk 41 55 2014 2014 CD cord-028444-bl9ahsxk 42 1 ( ( -LRB- cord-028444-bl9ahsxk 42 2 Lyseen Lyseen NNP cord-028444-bl9ahsxk 42 3 et et NNP cord-028444-bl9ahsxk 42 4 al al NNP cord-028444-bl9ahsxk 42 5 . . NNP cord-028444-bl9ahsxk 42 6 2014 2014 CD cord-028444-bl9ahsxk 42 7 ) ) -RRB- cord-028444-bl9ahsxk 42 8 . . . cord-028444-bl9ahsxk 43 1 Since since IN cord-028444-bl9ahsxk 43 2 then then RB cord-028444-bl9ahsxk 43 3 , , , cord-028444-bl9ahsxk 43 4 applied apply VBD cord-028444-bl9ahsxk 43 5 health health NN cord-028444-bl9ahsxk 43 6 geography geography NN cord-028444-bl9ahsxk 43 7 , , , cord-028444-bl9ahsxk 43 8 through through IN cord-028444-bl9ahsxk 43 9 web web NN cord-028444-bl9ahsxk 43 10 - - HYPH cord-028444-bl9ahsxk 43 11 based base VBN cord-028444-bl9ahsxk 43 12 tools tool NNS cord-028444-bl9ahsxk 43 13 , , , cord-028444-bl9ahsxk 43 14 has have VBZ cord-028444-bl9ahsxk 43 15 seen see VBN cord-028444-bl9ahsxk 43 16 many many JJ cord-028444-bl9ahsxk 43 17 revolutions revolution NNS cord-028444-bl9ahsxk 43 18 ( ( -LRB- cord-028444-bl9ahsxk 43 19 Boulos Boulos NNP cord-028444-bl9ahsxk 43 20 et et NNP cord-028444-bl9ahsxk 43 21 al al NNP cord-028444-bl9ahsxk 43 22 . . NNP cord-028444-bl9ahsxk 43 23 2010 2010 CD cord-028444-bl9ahsxk 43 24 ; ; : cord-028444-bl9ahsxk 43 25 Gong Gong NNP cord-028444-bl9ahsxk 43 26 et et FW cord-028444-bl9ahsxk 43 27 al al NNP cord-028444-bl9ahsxk 43 28 . . . cord-028444-bl9ahsxk 43 29 2015 2015 CD cord-028444-bl9ahsxk 43 30 ; ; : cord-028444-bl9ahsxk 43 31 Tanser Tanser NNP cord-028444-bl9ahsxk 43 32 2000 2000 CD cord-028444-bl9ahsxk 43 33 ) ) -RRB- cord-028444-bl9ahsxk 43 34 . . . cord-028444-bl9ahsxk 44 1 In in IN cord-028444-bl9ahsxk 44 2 recent recent JJ cord-028444-bl9ahsxk 44 3 times time NNS cord-028444-bl9ahsxk 44 4 , , , cord-028444-bl9ahsxk 44 5 the the DT cord-028444-bl9ahsxk 44 6 quest quest NN cord-028444-bl9ahsxk 44 7 to to TO cord-028444-bl9ahsxk 44 8 protect protect VB cord-028444-bl9ahsxk 44 9 lives life NNS cord-028444-bl9ahsxk 44 10 in in IN cord-028444-bl9ahsxk 44 11 epidemic epidemic NN cord-028444-bl9ahsxk 44 12 times time NNS cord-028444-bl9ahsxk 44 13 necessitates necessitate VBZ cord-028444-bl9ahsxk 44 14 the the DT cord-028444-bl9ahsxk 44 15 ingestion ingestion NN cord-028444-bl9ahsxk 44 16 of of IN cord-028444-bl9ahsxk 44 17 data datum NNS cord-028444-bl9ahsxk 44 18 from from IN cord-028444-bl9ahsxk 44 19 sources source NNS cord-028444-bl9ahsxk 44 20 into into IN cord-028444-bl9ahsxk 44 21 such such JJ cord-028444-bl9ahsxk 44 22 tools tool NNS cord-028444-bl9ahsxk 44 23 and and CC cord-028444-bl9ahsxk 44 24 the the DT cord-028444-bl9ahsxk 44 25 display display NN cord-028444-bl9ahsxk 44 26 of of IN cord-028444-bl9ahsxk 44 27 results result NNS cord-028444-bl9ahsxk 44 28 in in IN cord-028444-bl9ahsxk 44 29 interactive interactive JJ cord-028444-bl9ahsxk 44 30 and and CC cord-028444-bl9ahsxk 44 31 real real JJ cord-028444-bl9ahsxk 44 32 or or CC cord-028444-bl9ahsxk 44 33 near near IN cord-028444-bl9ahsxk 44 34 real real JJ cord-028444-bl9ahsxk 44 35 - - HYPH cord-028444-bl9ahsxk 44 36 time time NN cord-028444-bl9ahsxk 44 37 dashboards dashboard NNS cord-028444-bl9ahsxk 44 38 , , , cord-028444-bl9ahsxk 44 39 which which WDT cord-028444-bl9ahsxk 44 40 have have VBP cord-028444-bl9ahsxk 44 41 become become VBN cord-028444-bl9ahsxk 44 42 very very RB cord-028444-bl9ahsxk 44 43 useful useful JJ cord-028444-bl9ahsxk 44 44 means mean NNS cord-028444-bl9ahsxk 44 45 by by IN cord-028444-bl9ahsxk 44 46 which which WDT cord-028444-bl9ahsxk 44 47 many many JJ cord-028444-bl9ahsxk 44 48 governments government NNS cord-028444-bl9ahsxk 44 49 display display VBP cord-028444-bl9ahsxk 44 50 spatial spatial JJ cord-028444-bl9ahsxk 44 51 specific specific JJ cord-028444-bl9ahsxk 44 52 information information NN cord-028444-bl9ahsxk 44 53 on on IN cord-028444-bl9ahsxk 44 54 the the DT cord-028444-bl9ahsxk 44 55 COVID-19 covid-19 NN cord-028444-bl9ahsxk 44 56 . . . cord-028444-bl9ahsxk 45 1 Kamel Kamel NNP cord-028444-bl9ahsxk 45 2 Boulos Boulos NNP cord-028444-bl9ahsxk 45 3 and and CC cord-028444-bl9ahsxk 45 4 Geraghty Geraghty NNP cord-028444-bl9ahsxk 45 5 ( ( -LRB- cord-028444-bl9ahsxk 45 6 2020 2020 CD cord-028444-bl9ahsxk 45 7 ) ) -RRB- cord-028444-bl9ahsxk 45 8 revealed reveal VBD cord-028444-bl9ahsxk 45 9 that that IN cord-028444-bl9ahsxk 45 10 China China NNP cord-028444-bl9ahsxk 45 11 , , , cord-028444-bl9ahsxk 45 12 as as IN cord-028444-bl9ahsxk 45 13 of of IN cord-028444-bl9ahsxk 45 14 22 22 CD cord-028444-bl9ahsxk 45 15 January January NNP cord-028444-bl9ahsxk 45 16 2020 2020 CD cord-028444-bl9ahsxk 45 17 , , , cord-028444-bl9ahsxk 45 18 relied rely VBD cord-028444-bl9ahsxk 45 19 on on IN cord-028444-bl9ahsxk 45 20 a a DT cord-028444-bl9ahsxk 45 21 dashboard dashboard NN cord-028444-bl9ahsxk 45 22 developed develop VBN cord-028444-bl9ahsxk 45 23 by by IN cord-028444-bl9ahsxk 45 24 the the DT cord-028444-bl9ahsxk 45 25 Johns Johns NNP cord-028444-bl9ahsxk 45 26 Hopkins Hopkins NNP cord-028444-bl9ahsxk 45 27 University University NNP cord-028444-bl9ahsxk 45 28 's 's POS cord-028444-bl9ahsxk 45 29 Center Center NNP cord-028444-bl9ahsxk 45 30 for for IN cord-028444-bl9ahsxk 45 31 Systems Systems NNP cord-028444-bl9ahsxk 45 32 Science Science NNP cord-028444-bl9ahsxk 45 33 and and CC cord-028444-bl9ahsxk 45 34 Engineering Engineering NNP cord-028444-bl9ahsxk 45 35 ( ( -LRB- cord-028444-bl9ahsxk 45 36 JHU JHU NNP cord-028444-bl9ahsxk 45 37 CSSE CSSE NNP cord-028444-bl9ahsxk 45 38 ) ) -RRB- cord-028444-bl9ahsxk 45 39 based base VBN cord-028444-bl9ahsxk 45 40 on on IN cord-028444-bl9ahsxk 45 41 Esri Esri NNP cord-028444-bl9ahsxk 45 42 ArcGIS ArcGIS NNP cord-028444-bl9ahsxk 45 43 Online Online NNP cord-028444-bl9ahsxk 45 44 services service NNS cord-028444-bl9ahsxk 45 45 and and CC cord-028444-bl9ahsxk 45 46 generated generate VBD cord-028444-bl9ahsxk 45 47 over over IN cord-028444-bl9ahsxk 45 48 160 160 CD cord-028444-bl9ahsxk 45 49 million million CD cord-028444-bl9ahsxk 45 50 views view NNS cord-028444-bl9ahsxk 45 51 . . . cord-028444-bl9ahsxk 46 1 This this DT cord-028444-bl9ahsxk 46 2 indicates indicate VBZ cord-028444-bl9ahsxk 46 3 people people NNS cord-028444-bl9ahsxk 46 4 's 's POS cord-028444-bl9ahsxk 46 5 interest interest NN cord-028444-bl9ahsxk 46 6 in in IN cord-028444-bl9ahsxk 46 7 tracking track VBG cord-028444-bl9ahsxk 46 8 health health NN cord-028444-bl9ahsxk 46 9 threats threat NNS cord-028444-bl9ahsxk 46 10 which which WDT cord-028444-bl9ahsxk 46 11 came come VBD cord-028444-bl9ahsxk 46 12 quite quite RB cord-028444-bl9ahsxk 46 13 handy handy JJ cord-028444-bl9ahsxk 46 14 for for IN cord-028444-bl9ahsxk 46 15 persons person NNS cord-028444-bl9ahsxk 46 16 with with IN cord-028444-bl9ahsxk 46 17 internet internet NN cord-028444-bl9ahsxk 46 18 access access NN cord-028444-bl9ahsxk 46 19 to to TO cord-028444-bl9ahsxk 46 20 have have VB cord-028444-bl9ahsxk 46 21 unfettered unfettered JJ cord-028444-bl9ahsxk 46 22 access access NN cord-028444-bl9ahsxk 46 23 to to IN cord-028444-bl9ahsxk 46 24 tremendous tremendous JJ cord-028444-bl9ahsxk 46 25 information information NN cord-028444-bl9ahsxk 46 26 about about IN cord-028444-bl9ahsxk 46 27 the the DT cord-028444-bl9ahsxk 46 28 COVID-19 covid-19 NN cord-028444-bl9ahsxk 46 29 . . . cord-028444-bl9ahsxk 47 1 Subsequently subsequently RB cord-028444-bl9ahsxk 47 2 , , , cord-028444-bl9ahsxk 47 3 China China NNP cord-028444-bl9ahsxk 47 4 adopted adopt VBD cord-028444-bl9ahsxk 47 5 a a DT cord-028444-bl9ahsxk 47 6 device device NN cord-028444-bl9ahsxk 47 7 to to TO cord-028444-bl9ahsxk 47 8 support support VB cord-028444-bl9ahsxk 47 9 informed informed JJ cord-028444-bl9ahsxk 47 10 personal personal JJ cord-028444-bl9ahsxk 47 11 decisions decision NNS cord-028444-bl9ahsxk 47 12 about about IN cord-028444-bl9ahsxk 47 13 seeking seek VBG cord-028444-bl9ahsxk 47 14 medical medical JJ cord-028444-bl9ahsxk 47 15 treatment treatment NN cord-028444-bl9ahsxk 47 16 and and CC cord-028444-bl9ahsxk 47 17 self self NN cord-028444-bl9ahsxk 47 18 - - HYPH cord-028444-bl9ahsxk 47 19 quarantine quarantine NN cord-028444-bl9ahsxk 47 20 . . . cord-028444-bl9ahsxk 48 1 It -PRON- PRP cord-028444-bl9ahsxk 48 2 was be VBD cord-028444-bl9ahsxk 48 3 named name VBN cord-028444-bl9ahsxk 48 4 close close JJ cord-028444-bl9ahsxk 48 5 contact contact NN cord-028444-bl9ahsxk 48 6 detector detector NN cord-028444-bl9ahsxk 48 7 's 's POS cord-028444-bl9ahsxk 48 8 platform platform NN cord-028444-bl9ahsxk 48 9 / / SYM cord-028444-bl9ahsxk 48 10 app app NN cord-028444-bl9ahsxk 49 1 co co JJ cord-028444-bl9ahsxk 49 2 - - VBN cord-028444-bl9ahsxk 49 3 launched launch VBN cord-028444-bl9ahsxk 49 4 by by IN cord-028444-bl9ahsxk 49 5 China China NNP cord-028444-bl9ahsxk 49 6 Electronics Electronics NNP cord-028444-bl9ahsxk 49 7 Technology Technology NNP cord-028444-bl9ahsxk 49 8 Group Group NNP cord-028444-bl9ahsxk 49 9 Corporation Corporation NNP cord-028444-bl9ahsxk 49 10 and and CC cord-028444-bl9ahsxk 49 11 China China NNP cord-028444-bl9ahsxk 49 12 's 's POS cord-028444-bl9ahsxk 49 13 National National NNP cord-028444-bl9ahsxk 49 14 Health Health NNP cord-028444-bl9ahsxk 49 15 Commission Commission NNP cord-028444-bl9ahsxk 49 16 . . . cord-028444-bl9ahsxk 50 1 This this DT cord-028444-bl9ahsxk 50 2 app app NN cord-028444-bl9ahsxk 50 3 coupled couple VBD cord-028444-bl9ahsxk 50 4 with with IN cord-028444-bl9ahsxk 50 5 WorldPop WorldPop NNP cord-028444-bl9ahsxk 50 6 analyses analysis NNS cord-028444-bl9ahsxk 50 7 aided aid VBN cord-028444-bl9ahsxk 50 8 in in IN cord-028444-bl9ahsxk 50 9 the the DT cord-028444-bl9ahsxk 50 10 mapping mapping NN cord-028444-bl9ahsxk 50 11 of of IN cord-028444-bl9ahsxk 50 12 mobility mobility NN cord-028444-bl9ahsxk 50 13 patterns pattern NNS cord-028444-bl9ahsxk 50 14 and and CC cord-028444-bl9ahsxk 50 15 tracking tracking NN cord-028444-bl9ahsxk 50 16 of of IN cord-028444-bl9ahsxk 50 17 infected infected JJ cord-028444-bl9ahsxk 50 18 cases case NNS cord-028444-bl9ahsxk 50 19 or or CC cord-028444-bl9ahsxk 50 20 pandemics pandemic NNS cord-028444-bl9ahsxk 50 21 , , , cord-028444-bl9ahsxk 50 22 hence hence RB cord-028444-bl9ahsxk 50 23 , , , cord-028444-bl9ahsxk 50 24 giving give VBG cord-028444-bl9ahsxk 50 25 credence credence NN cord-028444-bl9ahsxk 50 26 to to IN cord-028444-bl9ahsxk 50 27 how how WRB cord-028444-bl9ahsxk 50 28 powerful powerful JJ cord-028444-bl9ahsxk 50 29 spatial spatial JJ cord-028444-bl9ahsxk 50 30 analysis analysis NN cord-028444-bl9ahsxk 50 31 methods method NNS cord-028444-bl9ahsxk 50 32 are be VBP cord-028444-bl9ahsxk 50 33 in in IN cord-028444-bl9ahsxk 50 34 modeling model VBG cord-028444-bl9ahsxk 50 35 the the DT cord-028444-bl9ahsxk 50 36 spread spread NN cord-028444-bl9ahsxk 50 37 of of IN cord-028444-bl9ahsxk 50 38 disease disease NN cord-028444-bl9ahsxk 50 39 , , , cord-028444-bl9ahsxk 50 40 pattern pattern NN cord-028444-bl9ahsxk 50 41 detection detection NN cord-028444-bl9ahsxk 50 42 , , , cord-028444-bl9ahsxk 50 43 delineating delineate VBG cord-028444-bl9ahsxk 50 44 and and CC cord-028444-bl9ahsxk 50 45 hotspots hotspot NNS cord-028444-bl9ahsxk 50 46 and and CC cord-028444-bl9ahsxk 50 47 determination determination NN cord-028444-bl9ahsxk 50 48 of of IN cord-028444-bl9ahsxk 50 49 possible possible JJ cord-028444-bl9ahsxk 50 50 future future JJ cord-028444-bl9ahsxk 50 51 occurrences occurrence NNS cord-028444-bl9ahsxk 50 52 ( ( -LRB- cord-028444-bl9ahsxk 50 53 Gardner Gardner NNP cord-028444-bl9ahsxk 50 54 2020 2020 CD cord-028444-bl9ahsxk 50 55 ) ) -RRB- cord-028444-bl9ahsxk 50 56 . . . cord-028444-bl9ahsxk 51 1 China China NNP cord-028444-bl9ahsxk 51 2 has have VBZ cord-028444-bl9ahsxk 51 3 made make VBN cord-028444-bl9ahsxk 51 4 various various JJ cord-028444-bl9ahsxk 51 5 GIS GIS NNP cord-028444-bl9ahsxk 51 6 and and CC cord-028444-bl9ahsxk 51 7 Remote Remote NNP cord-028444-bl9ahsxk 51 8 sensing sensing NN cord-028444-bl9ahsxk 51 9 applications application NNS cord-028444-bl9ahsxk 51 10 in in IN cord-028444-bl9ahsxk 51 11 the the DT cord-028444-bl9ahsxk 51 12 fight fight NN cord-028444-bl9ahsxk 51 13 against against IN cord-028444-bl9ahsxk 51 14 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 51 15 ( ( -LRB- cord-028444-bl9ahsxk 51 16 Kamel Kamel NNP cord-028444-bl9ahsxk 51 17 Boulos Boulos NNP cord-028444-bl9ahsxk 51 18 and and CC cord-028444-bl9ahsxk 51 19 Geraghty Geraghty NNP cord-028444-bl9ahsxk 51 20 2020 2020 CD cord-028444-bl9ahsxk 51 21 ) ) -RRB- cord-028444-bl9ahsxk 51 22 . . . cord-028444-bl9ahsxk 52 1 Notable notable JJ cord-028444-bl9ahsxk 52 2 among among IN cord-028444-bl9ahsxk 52 3 them -PRON- PRP cord-028444-bl9ahsxk 52 4 is be VBZ cord-028444-bl9ahsxk 52 5 the the DT cord-028444-bl9ahsxk 52 6 use use NN cord-028444-bl9ahsxk 52 7 of of IN cord-028444-bl9ahsxk 52 8 drones drone NNS cord-028444-bl9ahsxk 52 9 for for IN cord-028444-bl9ahsxk 52 10 critical critical JJ cord-028444-bl9ahsxk 52 11 medical medical JJ cord-028444-bl9ahsxk 52 12 supplies supply NNS cord-028444-bl9ahsxk 52 13 ( ( -LRB- cord-028444-bl9ahsxk 52 14 Huber Huber NNP cord-028444-bl9ahsxk 52 15 2020 2020 CD cord-028444-bl9ahsxk 52 16 ) ) -RRB- cord-028444-bl9ahsxk 52 17 , , , cord-028444-bl9ahsxk 52 18 detection detection NN cord-028444-bl9ahsxk 52 19 of of IN cord-028444-bl9ahsxk 52 20 outbreak outbreak NN cord-028444-bl9ahsxk 52 21 source source NN cord-028444-bl9ahsxk 52 22 ( ( -LRB- cord-028444-bl9ahsxk 52 23 Yu Yu NNP cord-028444-bl9ahsxk 52 24 et et FW cord-028444-bl9ahsxk 52 25 al al NNP cord-028444-bl9ahsxk 52 26 . . NNP cord-028444-bl9ahsxk 52 27 2020 2020 CD cord-028444-bl9ahsxk 52 28 ) ) -RRB- cord-028444-bl9ahsxk 52 29 , , , cord-028444-bl9ahsxk 52 30 disinfection disinfection NN cord-028444-bl9ahsxk 52 31 ( ( -LRB- cord-028444-bl9ahsxk 52 32 Brickwood Brickwood NNP cord-028444-bl9ahsxk 52 33 2020 2020 CD cord-028444-bl9ahsxk 52 34 ) ) -RRB- cord-028444-bl9ahsxk 52 35 , , , cord-028444-bl9ahsxk 52 36 and and CC cord-028444-bl9ahsxk 52 37 selection selection NN cord-028444-bl9ahsxk 52 38 of of IN cord-028444-bl9ahsxk 52 39 appropriate appropriate JJ cord-028444-bl9ahsxk 52 40 sites site NNS cord-028444-bl9ahsxk 52 41 for for IN cord-028444-bl9ahsxk 52 42 construction construction NN cord-028444-bl9ahsxk 52 43 of of IN cord-028444-bl9ahsxk 52 44 health health NN cord-028444-bl9ahsxk 52 45 facilities facility NNS cord-028444-bl9ahsxk 52 46 ( ( -LRB- cord-028444-bl9ahsxk 52 47 BBC BBC NNP cord-028444-bl9ahsxk 52 48 News News NNP cord-028444-bl9ahsxk 52 49 2020b 2020b CD cord-028444-bl9ahsxk 52 50 ) ) -RRB- cord-028444-bl9ahsxk 52 51 . . . cord-028444-bl9ahsxk 53 1 Ghana Ghana NNP cord-028444-bl9ahsxk 53 2 , , , cord-028444-bl9ahsxk 53 3 just just RB cord-028444-bl9ahsxk 53 4 like like IN cord-028444-bl9ahsxk 53 5 other other JJ cord-028444-bl9ahsxk 53 6 African african JJ cord-028444-bl9ahsxk 53 7 countries country NNS cord-028444-bl9ahsxk 53 8 ( ( -LRB- cord-028444-bl9ahsxk 53 9 e.g. e.g. RB cord-028444-bl9ahsxk 53 10 , , , cord-028444-bl9ahsxk 53 11 Nigeria Nigeria NNP cord-028444-bl9ahsxk 53 12 ) ) -RRB- cord-028444-bl9ahsxk 53 13 , , , cord-028444-bl9ahsxk 53 14 has have VBZ cord-028444-bl9ahsxk 53 15 implemented implement VBN cord-028444-bl9ahsxk 53 16 various various JJ cord-028444-bl9ahsxk 53 17 GIS GIS NNP cord-028444-bl9ahsxk 53 18 and and CC cord-028444-bl9ahsxk 53 19 remote remote JJ cord-028444-bl9ahsxk 53 20 sensing sensing NN cord-028444-bl9ahsxk 53 21 methods method NNS cord-028444-bl9ahsxk 53 22 to to TO cord-028444-bl9ahsxk 53 23 track track VB cord-028444-bl9ahsxk 53 24 , , , cord-028444-bl9ahsxk 53 25 understand understand VB cord-028444-bl9ahsxk 53 26 , , , cord-028444-bl9ahsxk 53 27 and and CC cord-028444-bl9ahsxk 53 28 monitor monitor VB cord-028444-bl9ahsxk 53 29 COVID COVID NNP cord-028444-bl9ahsxk 53 30 19 19 CD cord-028444-bl9ahsxk 53 31 cases case NNS cord-028444-bl9ahsxk 53 32 . . . cord-028444-bl9ahsxk 54 1 These these DT cord-028444-bl9ahsxk 54 2 measures measure NNS cord-028444-bl9ahsxk 54 3 and and CC cord-028444-bl9ahsxk 54 4 tools tool NNS cord-028444-bl9ahsxk 54 5 include include VBP cord-028444-bl9ahsxk 54 6 dashboards dashboard NNS cord-028444-bl9ahsxk 54 7 , , , cord-028444-bl9ahsxk 54 8 mobile mobile JJ cord-028444-bl9ahsxk 54 9 app app NN cord-028444-bl9ahsxk 54 10 , , , cord-028444-bl9ahsxk 54 11 and and CC cord-028444-bl9ahsxk 54 12 drones drone NNS cord-028444-bl9ahsxk 54 13 . . . cord-028444-bl9ahsxk 55 1 First first RB cord-028444-bl9ahsxk 55 2 of of IN cord-028444-bl9ahsxk 55 3 all all DT cord-028444-bl9ahsxk 55 4 , , , cord-028444-bl9ahsxk 55 5 Ghana Ghana NNP cord-028444-bl9ahsxk 55 6 has have VBZ cord-028444-bl9ahsxk 55 7 used use VBN cord-028444-bl9ahsxk 55 8 dashboards dashboard NNS cord-028444-bl9ahsxk 55 9 to to TO cord-028444-bl9ahsxk 55 10 present present VB cord-028444-bl9ahsxk 55 11 information information NN cord-028444-bl9ahsxk 55 12 and and CC cord-028444-bl9ahsxk 55 13 to to TO cord-028444-bl9ahsxk 55 14 show show VB cord-028444-bl9ahsxk 55 15 the the DT cord-028444-bl9ahsxk 55 16 trends trend NNS cord-028444-bl9ahsxk 55 17 of of IN cord-028444-bl9ahsxk 55 18 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 55 19 in in IN cord-028444-bl9ahsxk 55 20 Ghana Ghana NNP cord-028444-bl9ahsxk 55 21 . . . cord-028444-bl9ahsxk 56 1 Although although IN cord-028444-bl9ahsxk 56 2 there there EX cord-028444-bl9ahsxk 56 3 are be VBP cord-028444-bl9ahsxk 56 4 many many JJ cord-028444-bl9ahsxk 56 5 dashboards dashboard NNS cord-028444-bl9ahsxk 56 6 developed develop VBN cord-028444-bl9ahsxk 56 7 for for IN cord-028444-bl9ahsxk 56 8 the the DT cord-028444-bl9ahsxk 56 9 same same JJ cord-028444-bl9ahsxk 56 10 purpose purpose NN cord-028444-bl9ahsxk 56 11 , , , cord-028444-bl9ahsxk 56 12 two two CD cord-028444-bl9ahsxk 56 13 of of IN cord-028444-bl9ahsxk 56 14 these these DT cord-028444-bl9ahsxk 56 15 dashboards dashboard NNS cord-028444-bl9ahsxk 56 16 are be VBP cord-028444-bl9ahsxk 56 17 paramount paramount JJ cord-028444-bl9ahsxk 56 18 , , , cord-028444-bl9ahsxk 56 19 and and CC cord-028444-bl9ahsxk 56 20 the the DT cord-028444-bl9ahsxk 56 21 other other JJ cord-028444-bl9ahsxk 56 22 developers developer NNS cord-028444-bl9ahsxk 56 23 depend depend VBP cord-028444-bl9ahsxk 56 24 on on IN cord-028444-bl9ahsxk 56 25 these these DT cord-028444-bl9ahsxk 56 26 dashboards dashboard NNS cord-028444-bl9ahsxk 56 27 for for IN cord-028444-bl9ahsxk 56 28 data datum NNS cord-028444-bl9ahsxk 56 29 and and CC cord-028444-bl9ahsxk 56 30 figures figure NNS cord-028444-bl9ahsxk 56 31 based base VBN cord-028444-bl9ahsxk 56 32 on on IN cord-028444-bl9ahsxk 56 33 which which WDT cord-028444-bl9ahsxk 56 34 theirs -PRON- PRP cord-028444-bl9ahsxk 56 35 is be VBZ cord-028444-bl9ahsxk 56 36 developed develop VBN cord-028444-bl9ahsxk 56 37 . . . cord-028444-bl9ahsxk 57 1 These these DT cord-028444-bl9ahsxk 57 2 dashboards dashboard NNS cord-028444-bl9ahsxk 57 3 are be VBP cord-028444-bl9ahsxk 57 4 that that DT cord-028444-bl9ahsxk 57 5 of of IN cord-028444-bl9ahsxk 57 6 the the DT cord-028444-bl9ahsxk 57 7 Ghana Ghana NNP cord-028444-bl9ahsxk 57 8 Statistical Statistical NNP cord-028444-bl9ahsxk 57 9 Service Service NNP cord-028444-bl9ahsxk 57 10 and and CC cord-028444-bl9ahsxk 57 11 the the DT cord-028444-bl9ahsxk 57 12 Ghana Ghana NNP cord-028444-bl9ahsxk 57 13 Health Health NNP cord-028444-bl9ahsxk 57 14 Service Service NNP cord-028444-bl9ahsxk 57 15 . . . cord-028444-bl9ahsxk 58 1 The the DT cord-028444-bl9ahsxk 58 2 Ghana Ghana NNP cord-028444-bl9ahsxk 58 3 Statistical Statistical NNP cord-028444-bl9ahsxk 58 4 Service Service NNP cord-028444-bl9ahsxk 58 5 dashboard dashboard NN cord-028444-bl9ahsxk 58 6 , , , cord-028444-bl9ahsxk 58 7 indicated indicate VBD cord-028444-bl9ahsxk 58 8 as as IN cord-028444-bl9ahsxk 58 9 the the DT cord-028444-bl9ahsxk 58 10 " " `` cord-028444-bl9ahsxk 58 11 Ghana Ghana NNP cord-028444-bl9ahsxk 58 12 COVID COVID NNP cord-028444-bl9ahsxk 58 13 19 19 CD cord-028444-bl9ahsxk 58 14 Monitoring Monitoring NNP cord-028444-bl9ahsxk 58 15 Dashboard Dashboard NNP cord-028444-bl9ahsxk 58 16 " " '' cord-028444-bl9ahsxk 58 17 is be VBZ cord-028444-bl9ahsxk 58 18 made make VBN cord-028444-bl9ahsxk 58 19 up up RP cord-028444-bl9ahsxk 58 20 of of IN cord-028444-bl9ahsxk 58 21 basically basically RB cord-028444-bl9ahsxk 58 22 five five CD cord-028444-bl9ahsxk 58 23 panes pane NNS cord-028444-bl9ahsxk 58 24 . . . cord-028444-bl9ahsxk 59 1 The the DT cord-028444-bl9ahsxk 59 2 Cases Cases NNPS cord-028444-bl9ahsxk 59 3 pane pane NN cord-028444-bl9ahsxk 59 4 presents present VBZ cord-028444-bl9ahsxk 59 5 data datum NNS cord-028444-bl9ahsxk 59 6 on on IN cord-028444-bl9ahsxk 59 7 the the DT cord-028444-bl9ahsxk 59 8 cumulative cumulative JJ cord-028444-bl9ahsxk 59 9 case case NN cord-028444-bl9ahsxk 59 10 count count NN cord-028444-bl9ahsxk 59 11 , , , cord-028444-bl9ahsxk 59 12 the the DT cord-028444-bl9ahsxk 59 13 map map NN cord-028444-bl9ahsxk 59 14 pane pane NN cord-028444-bl9ahsxk 59 15 indicating indicate VBG cord-028444-bl9ahsxk 59 16 the the DT cord-028444-bl9ahsxk 59 17 spatial spatial JJ cord-028444-bl9ahsxk 59 18 distribution distribution NN cord-028444-bl9ahsxk 59 19 of of IN cord-028444-bl9ahsxk 59 20 the the DT cord-028444-bl9ahsxk 59 21 cases case NNS cord-028444-bl9ahsxk 59 22 on on IN cord-028444-bl9ahsxk 59 23 a a DT cord-028444-bl9ahsxk 59 24 map map NN cord-028444-bl9ahsxk 59 25 , , , cord-028444-bl9ahsxk 59 26 the the DT cord-028444-bl9ahsxk 59 27 Trend Trend NNP cord-028444-bl9ahsxk 59 28 pane pane NN cord-028444-bl9ahsxk 59 29 which which WDT cord-028444-bl9ahsxk 59 30 presents present VBZ cord-028444-bl9ahsxk 59 31 trend trend NN cord-028444-bl9ahsxk 59 32 analyses analysis NNS cord-028444-bl9ahsxk 59 33 of of IN cord-028444-bl9ahsxk 59 34 cases case NNS cord-028444-bl9ahsxk 59 35 ( ( -LRB- cord-028444-bl9ahsxk 59 36 cumulated cumulate VBN cord-028444-bl9ahsxk 59 37 , , , cord-028444-bl9ahsxk 59 38 active active JJ cord-028444-bl9ahsxk 59 39 , , , cord-028444-bl9ahsxk 59 40 recovered recovered JJ cord-028444-bl9ahsxk 59 41 , , , cord-028444-bl9ahsxk 59 42 and and CC cord-028444-bl9ahsxk 59 43 death death NN cord-028444-bl9ahsxk 59 44 ) ) -RRB- cord-028444-bl9ahsxk 59 45 , , , cord-028444-bl9ahsxk 59 46 the the DT cord-028444-bl9ahsxk 59 47 News News NNP cord-028444-bl9ahsxk 59 48 pane pane NN cord-028444-bl9ahsxk 59 49 provides provide VBZ cord-028444-bl9ahsxk 59 50 Accesses Accesses NNP cord-028444-bl9ahsxk 59 51 on on IN cord-028444-bl9ahsxk 59 52 20/05/2020 20/05/2020 CD cord-028444-bl9ahsxk 59 53 08:10 08:10 CD cord-028444-bl9ahsxk 59 54 GMT GMT NNP cord-028444-bl9ahsxk 59 55 . . . cord-028444-bl9ahsxk 60 1 https https NNP cord-028444-bl9ahsxk 60 2 : : : cord-028444-bl9ahsxk 61 1 //covid //covid . cord-028444-bl9ahsxk 62 1 19.who.int/?gclid 19.who.int/?gclid CD cord-028444-bl9ahsxk 63 1 = = NFP cord-028444-bl9ahsxk 64 1 CjwKC CjwKC NNP cord-028444-bl9ahsxk 64 2 Ajwqp Ajwqp NNP cord-028444-bl9ahsxk 65 1 P2BRB P2BRB NNP cord-028444-bl9ahsxk 66 1 TEiwA teiwa NN cord-028444-bl9ahsxk 66 2 fpiD-8QcJb fpid-8qcjb JJ cord-028444-bl9ahsxk 66 3 8DvFK 8dvfk CD cord-028444-bl9ahsxk 67 1 F F NNP cord-028444-bl9ahsxk 67 2 - - HYPH cord-028444-bl9ahsxk 67 3 Dv6CV Dv6CV NNP cord-028444-bl9ahsxk 67 4 odSoe odsoe JJ cord-028444-bl9ahsxk 67 5 wRZ wRZ NNP cord-028444-bl9ahsxk 67 6 - - HYPH cord-028444-bl9ahsxk 67 7 nRlce nRlce NNP cord-028444-bl9ahsxk 67 8 -3ENCV -3ENCV . cord-028444-bl9ahsxk 68 1 pekI3 pekI3 . cord-028444-bl9ahsxk 69 1 zuFWJ zuFWJ NNP cord-028444-bl9ahsxk 70 1 lSWOm lSWOm NNP cord-028444-bl9ahsxk 71 1 hoCnS hoCnS NNP cord-028444-bl9ahsxk 71 2 AQAvD AQAvD NNP cord-028444-bl9ahsxk 71 3 _ _ NNP cord-028444-bl9ahsxk 71 4 BwE BwE NNP cord-028444-bl9ahsxk 71 5 explanatory explanatory JJ cord-028444-bl9ahsxk 71 6 information information NN cord-028444-bl9ahsxk 71 7 of of IN cord-028444-bl9ahsxk 71 8 the the DT cord-028444-bl9ahsxk 71 9 cases case NNS cord-028444-bl9ahsxk 71 10 reported report VBN cord-028444-bl9ahsxk 71 11 and and CC cord-028444-bl9ahsxk 71 12 the the DT cord-028444-bl9ahsxk 71 13 Health Health NNP cord-028444-bl9ahsxk 71 14 pane pane NN cord-028444-bl9ahsxk 71 15 with with IN cord-028444-bl9ahsxk 71 16 information information NN cord-028444-bl9ahsxk 71 17 of of IN cord-028444-bl9ahsxk 71 18 health health NN cord-028444-bl9ahsxk 71 19 spot spot NN cord-028444-bl9ahsxk 71 20 in in IN cord-028444-bl9ahsxk 71 21 the the DT cord-028444-bl9ahsxk 71 22 country country NN cord-028444-bl9ahsxk 71 23 ( ( -LRB- cord-028444-bl9ahsxk 71 24 Fig Fig NNP cord-028444-bl9ahsxk 71 25 . . NNP cord-028444-bl9ahsxk 71 26 2 2 CD cord-028444-bl9ahsxk 71 27 ) ) -RRB- cord-028444-bl9ahsxk 71 28 . . . cord-028444-bl9ahsxk 72 1 The the DT cord-028444-bl9ahsxk 72 2 second second JJ cord-028444-bl9ahsxk 72 3 dashboard dashboard NN cord-028444-bl9ahsxk 72 4 is be VBZ cord-028444-bl9ahsxk 72 5 that that DT cord-028444-bl9ahsxk 72 6 of of IN cord-028444-bl9ahsxk 72 7 the the DT cord-028444-bl9ahsxk 72 8 Ghana Ghana NNP cord-028444-bl9ahsxk 72 9 Health Health NNP cord-028444-bl9ahsxk 72 10 Service Service NNP cord-028444-bl9ahsxk 72 11 . . . cord-028444-bl9ahsxk 73 1 The the DT cord-028444-bl9ahsxk 73 2 dashboard dashboard NN cord-028444-bl9ahsxk 73 3 , , , cord-028444-bl9ahsxk 73 4 powered power VBN cord-028444-bl9ahsxk 73 5 by by IN cord-028444-bl9ahsxk 73 6 Sanbus Sanbus NNP cord-028444-bl9ahsxk 73 7 Geospatial Geospatial NNP cord-028444-bl9ahsxk 73 8 Limited Limited NNP cord-028444-bl9ahsxk 73 9 , , , cord-028444-bl9ahsxk 73 10 has have VBZ cord-028444-bl9ahsxk 73 11 four four CD cord-028444-bl9ahsxk 73 12 parts part NNS cord-028444-bl9ahsxk 73 13 . . . cord-028444-bl9ahsxk 74 1 The the DT cord-028444-bl9ahsxk 74 2 first first JJ cord-028444-bl9ahsxk 74 3 part part NN cord-028444-bl9ahsxk 74 4 gives give VBZ cord-028444-bl9ahsxk 74 5 a a DT cord-028444-bl9ahsxk 74 6 regional regional JJ cord-028444-bl9ahsxk 74 7 breakdown breakdown NN cord-028444-bl9ahsxk 74 8 of of IN cord-028444-bl9ahsxk 74 9 confirmed confirm VBN cord-028444-bl9ahsxk 74 10 cases case NNS cord-028444-bl9ahsxk 74 11 . . . cord-028444-bl9ahsxk 75 1 The the DT cord-028444-bl9ahsxk 75 2 second second JJ cord-028444-bl9ahsxk 75 3 part part NN cord-028444-bl9ahsxk 75 4 presents present VBZ cord-028444-bl9ahsxk 75 5 the the DT cord-028444-bl9ahsxk 75 6 aggregated aggregate VBN cord-028444-bl9ahsxk 75 7 figures figure NNS cord-028444-bl9ahsxk 75 8 for for IN cord-028444-bl9ahsxk 75 9 confirmed confirm VBN cord-028444-bl9ahsxk 75 10 , , , cord-028444-bl9ahsxk 75 11 recoveries recovery NNS cord-028444-bl9ahsxk 75 12 , , , cord-028444-bl9ahsxk 75 13 and and CC cord-028444-bl9ahsxk 75 14 death death NN cord-028444-bl9ahsxk 75 15 cases case NNS cord-028444-bl9ahsxk 75 16 at at IN cord-028444-bl9ahsxk 75 17 the the DT cord-028444-bl9ahsxk 75 18 time time NN cord-028444-bl9ahsxk 75 19 of of IN cord-028444-bl9ahsxk 75 20 publication publication NN cord-028444-bl9ahsxk 75 21 . . . cord-028444-bl9ahsxk 76 1 The the DT cord-028444-bl9ahsxk 76 2 third third JJ cord-028444-bl9ahsxk 76 3 part part NN cord-028444-bl9ahsxk 76 4 presents present VBZ cord-028444-bl9ahsxk 76 5 the the DT cord-028444-bl9ahsxk 76 6 spatial spatial JJ cord-028444-bl9ahsxk 76 7 distribution distribution NN cord-028444-bl9ahsxk 76 8 of of IN cord-028444-bl9ahsxk 76 9 the the DT cord-028444-bl9ahsxk 76 10 confirmed confirm VBN cord-028444-bl9ahsxk 76 11 cases case NNS cord-028444-bl9ahsxk 76 12 on on IN cord-028444-bl9ahsxk 76 13 a a DT cord-028444-bl9ahsxk 76 14 choropleth choropleth NN cord-028444-bl9ahsxk 76 15 map map NN cord-028444-bl9ahsxk 76 16 with with IN cord-028444-bl9ahsxk 76 17 data datum NNS cord-028444-bl9ahsxk 76 18 symbolized symbolize VBN cord-028444-bl9ahsxk 76 19 per per IN cord-028444-bl9ahsxk 76 20 category category NN cord-028444-bl9ahsxk 76 21 and and CC cord-028444-bl9ahsxk 76 22 given give VBN cord-028444-bl9ahsxk 76 23 in in IN cord-028444-bl9ahsxk 76 24 proportional proportional JJ cord-028444-bl9ahsxk 76 25 circles circle NNS cord-028444-bl9ahsxk 76 26 indicating indicate VBG cord-028444-bl9ahsxk 76 27 the the DT cord-028444-bl9ahsxk 76 28 intensity intensity NN cord-028444-bl9ahsxk 76 29 of of IN cord-028444-bl9ahsxk 76 30 the the DT cord-028444-bl9ahsxk 76 31 phenomenon phenomenon NN cord-028444-bl9ahsxk 76 32 per per IN cord-028444-bl9ahsxk 76 33 each each DT cord-028444-bl9ahsxk 76 34 region region NN cord-028444-bl9ahsxk 76 35 . . . cord-028444-bl9ahsxk 77 1 The the DT cord-028444-bl9ahsxk 77 2 fourth fourth JJ cord-028444-bl9ahsxk 77 3 part part NN cord-028444-bl9ahsxk 77 4 gives give VBZ cord-028444-bl9ahsxk 77 5 information information NN cord-028444-bl9ahsxk 77 6 on on IN cord-028444-bl9ahsxk 77 7 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 77 8 segregated segregate VBN cord-028444-bl9ahsxk 77 9 into into IN cord-028444-bl9ahsxk 77 10 gender gender NN cord-028444-bl9ahsxk 77 11 distribution distribution NN cord-028444-bl9ahsxk 77 12 ( ( -LRB- cord-028444-bl9ahsxk 77 13 Fig Fig NNP cord-028444-bl9ahsxk 77 14 . . . cord-028444-bl9ahsxk 77 15 3 3 CD cord-028444-bl9ahsxk 77 16 ) ) -RRB- cord-028444-bl9ahsxk 77 17 . . . cord-028444-bl9ahsxk 78 1 From from IN cord-028444-bl9ahsxk 78 2 the the DT cord-028444-bl9ahsxk 78 3 two two CD cord-028444-bl9ahsxk 78 4 dashboards dashboard NNS cord-028444-bl9ahsxk 78 5 , , , cord-028444-bl9ahsxk 78 6 it -PRON- PRP cord-028444-bl9ahsxk 78 7 can can MD cord-028444-bl9ahsxk 78 8 be be VB cord-028444-bl9ahsxk 78 9 teased tease VBN cord-028444-bl9ahsxk 78 10 out out RP cord-028444-bl9ahsxk 78 11 that that IN cord-028444-bl9ahsxk 78 12 , , , cord-028444-bl9ahsxk 78 13 Ghana Ghana NNP cord-028444-bl9ahsxk 78 14 's 's POS cord-028444-bl9ahsxk 78 15 case case NN cord-028444-bl9ahsxk 78 16 of of IN cord-028444-bl9ahsxk 78 17 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 78 18 stood stand VBD cord-028444-bl9ahsxk 78 19 at at IN cord-028444-bl9ahsxk 78 20 6096 6096 CD cord-028444-bl9ahsxk 78 21 persons person NNS cord-028444-bl9ahsxk 78 22 with with IN cord-028444-bl9ahsxk 78 23 1773 1773 CD cord-028444-bl9ahsxk 78 24 recoveries recovery NNS cord-028444-bl9ahsxk 78 25 and and CC cord-028444-bl9ahsxk 78 26 31 31 CD cord-028444-bl9ahsxk 78 27 deaths death NNS cord-028444-bl9ahsxk 78 28 . . . cord-028444-bl9ahsxk 79 1 The the DT cord-028444-bl9ahsxk 79 2 confirmed confirm VBN cord-028444-bl9ahsxk 79 3 cases case NNS cord-028444-bl9ahsxk 79 4 consist consist VBP cord-028444-bl9ahsxk 79 5 of of IN cord-028444-bl9ahsxk 79 6 61 61 CD cord-028444-bl9ahsxk 79 7 % % NN cord-028444-bl9ahsxk 79 8 of of IN cord-028444-bl9ahsxk 79 9 males male NNS cord-028444-bl9ahsxk 79 10 and and CC cord-028444-bl9ahsxk 79 11 39 39 CD cord-028444-bl9ahsxk 79 12 % % NN cord-028444-bl9ahsxk 79 13 . . . cord-028444-bl9ahsxk 80 1 The the DT cord-028444-bl9ahsxk 80 2 gender gender NN cord-028444-bl9ahsxk 80 3 disparity disparity NN cord-028444-bl9ahsxk 80 4 is be VBZ cord-028444-bl9ahsxk 80 5 in in IN cord-028444-bl9ahsxk 80 6 line line NN cord-028444-bl9ahsxk 80 7 with with IN cord-028444-bl9ahsxk 80 8 happenings happening NNS cord-028444-bl9ahsxk 80 9 globally globally RB cord-028444-bl9ahsxk 80 10 and and CC cord-028444-bl9ahsxk 80 11 corroborates corroborate VBZ cord-028444-bl9ahsxk 80 12 studies study NNS cord-028444-bl9ahsxk 80 13 are be VBP cord-028444-bl9ahsxk 80 14 done do VBN cord-028444-bl9ahsxk 80 15 , , , cord-028444-bl9ahsxk 80 16 suggesting suggest VBG cord-028444-bl9ahsxk 80 17 that that IN cord-028444-bl9ahsxk 80 18 men man NNS cord-028444-bl9ahsxk 80 19 are be VBP cord-028444-bl9ahsxk 80 20 susceptible susceptible JJ cord-028444-bl9ahsxk 80 21 to to IN cord-028444-bl9ahsxk 80 22 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 80 23 pandemics pandemic NNS cord-028444-bl9ahsxk 80 24 ( ( -LRB- cord-028444-bl9ahsxk 80 25 Ducharme Ducharme NNP cord-028444-bl9ahsxk 80 26 2020 2020 CD cord-028444-bl9ahsxk 80 27 ; ; : cord-028444-bl9ahsxk 80 28 Jin Jin NNP cord-028444-bl9ahsxk 80 29 et et NNP cord-028444-bl9ahsxk 80 30 al al NNP cord-028444-bl9ahsxk 80 31 . . NNP cord-028444-bl9ahsxk 80 32 2020 2020 CD cord-028444-bl9ahsxk 80 33 ) ) -RRB- cord-028444-bl9ahsxk 80 34 . . . cord-028444-bl9ahsxk 81 1 On on IN cord-028444-bl9ahsxk 81 2 the the DT cord-028444-bl9ahsxk 81 3 13th 13th NN cord-028444-bl9ahsxk 81 4 of of IN cord-028444-bl9ahsxk 81 5 April April NNP cord-028444-bl9ahsxk 81 6 , , , cord-028444-bl9ahsxk 81 7 through through IN cord-028444-bl9ahsxk 81 8 the the DT cord-028444-bl9ahsxk 81 9 Ministry Ministry NNP cord-028444-bl9ahsxk 81 10 of of IN cord-028444-bl9ahsxk 81 11 Communication Communication NNP cord-028444-bl9ahsxk 81 12 , , , cord-028444-bl9ahsxk 81 13 Ghana Ghana NNP cord-028444-bl9ahsxk 81 14 launched launch VBD cord-028444-bl9ahsxk 81 15 a a DT cord-028444-bl9ahsxk 81 16 mobile mobile JJ cord-028444-bl9ahsxk 81 17 app app NN cord-028444-bl9ahsxk 81 18 called call VBN cord-028444-bl9ahsxk 81 19 GH GH NNP cord-028444-bl9ahsxk 81 20 COVID COVID NNP cord-028444-bl9ahsxk 81 21 19 19 CD cord-028444-bl9ahsxk 81 22 Tracker Tracker NNP cord-028444-bl9ahsxk 81 23 ( ( -LRB- cord-028444-bl9ahsxk 81 24 BBC BBC NNP cord-028444-bl9ahsxk 81 25 News News NNP cord-028444-bl9ahsxk 81 26 2020a 2020a NNS cord-028444-bl9ahsxk 81 27 ) ) -RRB- cord-028444-bl9ahsxk 81 28 . . . cord-028444-bl9ahsxk 82 1 According accord VBG cord-028444-bl9ahsxk 82 2 to to IN cord-028444-bl9ahsxk 82 3 the the DT cord-028444-bl9ahsxk 82 4 Ministry Ministry NNP cord-028444-bl9ahsxk 82 5 , , , cord-028444-bl9ahsxk 82 6 the the DT cord-028444-bl9ahsxk 82 7 free free JJ cord-028444-bl9ahsxk 82 8 to to TO cord-028444-bl9ahsxk 82 9 download download VB cord-028444-bl9ahsxk 82 10 mobile mobile JJ cord-028444-bl9ahsxk 82 11 app app NN cord-028444-bl9ahsxk 82 12 intended intend VBN cord-028444-bl9ahsxk 82 13 to to TO cord-028444-bl9ahsxk 82 14 provide provide VB cord-028444-bl9ahsxk 82 15 assistance assistance NN cord-028444-bl9ahsxk 82 16 and and CC cord-028444-bl9ahsxk 82 17 to to TO cord-028444-bl9ahsxk 82 18 varyingly varyingly RB cord-028444-bl9ahsxk 82 19 augment augment VB cord-028444-bl9ahsxk 82 20 the the DT cord-028444-bl9ahsxk 82 21 state state NN cord-028444-bl9ahsxk 82 22 's 's POS cord-028444-bl9ahsxk 82 23 efforts effort NNS cord-028444-bl9ahsxk 82 24 to to TO cord-028444-bl9ahsxk 82 25 identify identify VB cord-028444-bl9ahsxk 82 26 and and CC cord-028444-bl9ahsxk 82 27 trace trace NN cord-028444-bl9ahsxk 82 28 persons person NNS cord-028444-bl9ahsxk 82 29 who who WP cord-028444-bl9ahsxk 82 30 have have VBP cord-028444-bl9ahsxk 82 31 come come VBN cord-028444-bl9ahsxk 82 32 into into IN cord-028444-bl9ahsxk 82 33 contact contact NN cord-028444-bl9ahsxk 82 34 with with IN cord-028444-bl9ahsxk 82 35 infected infected JJ cord-028444-bl9ahsxk 82 36 persons person NNS cord-028444-bl9ahsxk 82 37 ( ( -LRB- cord-028444-bl9ahsxk 82 38 Ministry Ministry NNP cord-028444-bl9ahsxk 82 39 of of IN cord-028444-bl9ahsxk 82 40 Communications Communications NNPS cord-028444-bl9ahsxk 82 41 2020 2020 CD cord-028444-bl9ahsxk 82 42 ) ) -RRB- cord-028444-bl9ahsxk 82 43 . . . cord-028444-bl9ahsxk 83 1 It -PRON- PRP cord-028444-bl9ahsxk 83 2 offered offer VBD cord-028444-bl9ahsxk 83 3 a a DT cord-028444-bl9ahsxk 83 4 platform platform NN cord-028444-bl9ahsxk 83 5 for for IN cord-028444-bl9ahsxk 83 6 a a DT cord-028444-bl9ahsxk 83 7 personal personal JJ cord-028444-bl9ahsxk 83 8 assessment assessment NN cord-028444-bl9ahsxk 83 9 of of IN cord-028444-bl9ahsxk 83 10 conditions condition NNS cord-028444-bl9ahsxk 83 11 and and CC cord-028444-bl9ahsxk 83 12 gives give VBZ cord-028444-bl9ahsxk 83 13 results result NNS cord-028444-bl9ahsxk 83 14 that that WDT cord-028444-bl9ahsxk 83 15 influence influence VBP cord-028444-bl9ahsxk 83 16 decisions decision NNS cord-028444-bl9ahsxk 83 17 to to TO cord-028444-bl9ahsxk 83 18 seek seek VB cord-028444-bl9ahsxk 83 19 medical medical JJ cord-028444-bl9ahsxk 83 20 care care NN cord-028444-bl9ahsxk 83 21 should should MD cord-028444-bl9ahsxk 83 22 the the DT cord-028444-bl9ahsxk 83 23 person person NN cord-028444-bl9ahsxk 83 24 be be VB cord-028444-bl9ahsxk 83 25 at at IN cord-028444-bl9ahsxk 83 26 a a DT cord-028444-bl9ahsxk 83 27 higher high JJR cord-028444-bl9ahsxk 83 28 risk risk NN cord-028444-bl9ahsxk 83 29 . . . cord-028444-bl9ahsxk 84 1 The the DT cord-028444-bl9ahsxk 84 2 app app NN cord-028444-bl9ahsxk 84 3 was be VBD cord-028444-bl9ahsxk 84 4 fashioned fashioned JJ cord-028444-bl9ahsxk 84 5 to to TO cord-028444-bl9ahsxk 84 6 aid aid VB cord-028444-bl9ahsxk 84 7 early early JJ cord-028444-bl9ahsxk 84 8 detection detection NN cord-028444-bl9ahsxk 84 9 of of IN cord-028444-bl9ahsxk 84 10 the the DT cord-028444-bl9ahsxk 84 11 infection infection NN cord-028444-bl9ahsxk 84 12 and and CC cord-028444-bl9ahsxk 84 13 had have VBD cord-028444-bl9ahsxk 84 14 GPS GPS NNP cord-028444-bl9ahsxk 84 15 fitted fit VBN cord-028444-bl9ahsxk 84 16 into into IN cord-028444-bl9ahsxk 84 17 it -PRON- PRP cord-028444-bl9ahsxk 84 18 to to TO cord-028444-bl9ahsxk 84 19 track track VB cord-028444-bl9ahsxk 84 20 movement movement NN cord-028444-bl9ahsxk 84 21 and and CC cord-028444-bl9ahsxk 84 22 cases(Yakubu cases(yakubu CD cord-028444-bl9ahsxk 84 23 2020 2020 CD cord-028444-bl9ahsxk 84 24 ) ) -RRB- cord-028444-bl9ahsxk 84 25 . . . cord-028444-bl9ahsxk 84 26 _SP cord-028444-bl9ahsxk 85 1 Drone drone NN cord-028444-bl9ahsxk 85 2 technology technology NN cord-028444-bl9ahsxk 85 3 and and CC cord-028444-bl9ahsxk 85 4 its -PRON- PRP$ cord-028444-bl9ahsxk 85 5 remote remote JJ cord-028444-bl9ahsxk 85 6 sensing sensing NN cord-028444-bl9ahsxk 85 7 abilities ability NNS cord-028444-bl9ahsxk 85 8 make make VBP cord-028444-bl9ahsxk 85 9 it -PRON- PRP cord-028444-bl9ahsxk 85 10 useful useful JJ cord-028444-bl9ahsxk 85 11 in in IN cord-028444-bl9ahsxk 85 12 the the DT cord-028444-bl9ahsxk 85 13 areas area NNS cord-028444-bl9ahsxk 85 14 of of IN cord-028444-bl9ahsxk 85 15 limited limited JJ cord-028444-bl9ahsxk 85 16 human human JJ cord-028444-bl9ahsxk 85 17 interactions interaction NNS cord-028444-bl9ahsxk 85 18 , , , cord-028444-bl9ahsxk 85 19 appropriateness appropriateness NN cord-028444-bl9ahsxk 85 20 , , , cord-028444-bl9ahsxk 85 21 and and CC cord-028444-bl9ahsxk 85 22 less less JJR cord-028444-bl9ahsxk 85 23 time time NN cord-028444-bl9ahsxk 85 24 consuming consume VBG cord-028444-bl9ahsxk 85 25 ( ( -LRB- cord-028444-bl9ahsxk 85 26 Huber Huber NNP cord-028444-bl9ahsxk 85 27 2020 2020 CD cord-028444-bl9ahsxk 85 28 ) ) -RRB- cord-028444-bl9ahsxk 85 29 . . . cord-028444-bl9ahsxk 86 1 Drone drone NN cord-028444-bl9ahsxk 86 2 technology technology NN cord-028444-bl9ahsxk 86 3 has have VBZ cord-028444-bl9ahsxk 86 4 been be VBN cord-028444-bl9ahsxk 86 5 adopted adopt VBN cord-028444-bl9ahsxk 86 6 as as IN cord-028444-bl9ahsxk 86 7 part part NN cord-028444-bl9ahsxk 86 8 of of IN cord-028444-bl9ahsxk 86 9 measures measure NNS cord-028444-bl9ahsxk 86 10 Ghana Ghana NNP cord-028444-bl9ahsxk 86 11 has have VBZ cord-028444-bl9ahsxk 86 12 put put VBN cord-028444-bl9ahsxk 86 13 in in IN cord-028444-bl9ahsxk 86 14 place place NN cord-028444-bl9ahsxk 86 15 in in IN cord-028444-bl9ahsxk 86 16 the the DT cord-028444-bl9ahsxk 86 17 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 86 18 fight fight NN cord-028444-bl9ahsxk 86 19 . . . cord-028444-bl9ahsxk 87 1 Knott Knott NNP cord-028444-bl9ahsxk 87 2 ( ( -LRB- cord-028444-bl9ahsxk 87 3 2020 2020 CD cord-028444-bl9ahsxk 87 4 ) ) -RRB- cord-028444-bl9ahsxk 87 5 reports report VBZ cord-028444-bl9ahsxk 87 6 that that IN cord-028444-bl9ahsxk 87 7 , , , cord-028444-bl9ahsxk 87 8 Ghana Ghana NNP cord-028444-bl9ahsxk 87 9 was be VBD cord-028444-bl9ahsxk 87 10 the the DT cord-028444-bl9ahsxk 87 11 first first JJ cord-028444-bl9ahsxk 87 12 country country NN cord-028444-bl9ahsxk 87 13 in in IN cord-028444-bl9ahsxk 87 14 West West NNP cord-028444-bl9ahsxk 87 15 Africa Africa NNP cord-028444-bl9ahsxk 87 16 to to TO cord-028444-bl9ahsxk 87 17 use use VB cord-028444-bl9ahsxk 87 18 Drone Drone NNP cord-028444-bl9ahsxk 87 19 technology technology NN cord-028444-bl9ahsxk 87 20 in in IN cord-028444-bl9ahsxk 87 21 the the DT cord-028444-bl9ahsxk 87 22 fight fight NN cord-028444-bl9ahsxk 87 23 against against IN cord-028444-bl9ahsxk 87 24 the the DT cord-028444-bl9ahsxk 87 25 pandemic pandemic NN cord-028444-bl9ahsxk 87 26 . . . cord-028444-bl9ahsxk 88 1 Aside aside RB cord-028444-bl9ahsxk 88 2 from from IN cord-028444-bl9ahsxk 88 3 Drone Drone NNP cord-028444-bl9ahsxk 88 4 's 's POS cord-028444-bl9ahsxk 88 5 use use NN cord-028444-bl9ahsxk 88 6 for for IN cord-028444-bl9ahsxk 88 7 disinfection disinfection NN cord-028444-bl9ahsxk 88 8 exercises exercise NNS cord-028444-bl9ahsxk 88 9 at at IN cord-028444-bl9ahsxk 88 10 public public JJ cord-028444-bl9ahsxk 88 11 places place NNS cord-028444-bl9ahsxk 88 12 and and CC cord-028444-bl9ahsxk 88 13 institutions institution NNS cord-028444-bl9ahsxk 88 14 , , , cord-028444-bl9ahsxk 88 15 the the DT cord-028444-bl9ahsxk 88 16 technology technology NN cord-028444-bl9ahsxk 88 17 has have VBZ cord-028444-bl9ahsxk 88 18 been be VBN cord-028444-bl9ahsxk 88 19 leveraged leverage VBN cord-028444-bl9ahsxk 88 20 for for IN cord-028444-bl9ahsxk 88 21 rapid rapid JJ cord-028444-bl9ahsxk 88 22 transport transport NN cord-028444-bl9ahsxk 88 23 of of IN cord-028444-bl9ahsxk 88 24 critical critical JJ cord-028444-bl9ahsxk 88 25 items item NNS cord-028444-bl9ahsxk 88 26 , , , cord-028444-bl9ahsxk 88 27 personal personal JJ cord-028444-bl9ahsxk 88 28 protective protective JJ cord-028444-bl9ahsxk 88 29 equipment equipment NN cord-028444-bl9ahsxk 88 30 , , , cord-028444-bl9ahsxk 88 31 and and CC cord-028444-bl9ahsxk 88 32 even even RB cord-028444-bl9ahsxk 88 33 the the DT cord-028444-bl9ahsxk 88 34 transportation transportation NN cord-028444-bl9ahsxk 88 35 of of IN cord-028444-bl9ahsxk 88 36 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 88 37 samples sample NNS cord-028444-bl9ahsxk 88 38 to to IN cord-028444-bl9ahsxk 88 39 the the DT cord-028444-bl9ahsxk 88 40 testing testing NN cord-028444-bl9ahsxk 88 41 centers center NNS cord-028444-bl9ahsxk 88 42 ( ( -LRB- cord-028444-bl9ahsxk 88 43 Nunoo Nunoo NNP cord-028444-bl9ahsxk 88 44 2020 2020 CD cord-028444-bl9ahsxk 88 45 ; ; : cord-028444-bl9ahsxk 88 46 REUTERS REUTERS NNP cord-028444-bl9ahsxk 88 47 2020 2020 CD cord-028444-bl9ahsxk 88 48 ) ) -RRB- cord-028444-bl9ahsxk 88 49 . . . cord-028444-bl9ahsxk 89 1 This this DT cord-028444-bl9ahsxk 89 2 has have VBZ cord-028444-bl9ahsxk 89 3 aided aid VBN cord-028444-bl9ahsxk 89 4 in in IN cord-028444-bl9ahsxk 89 5 the the DT cord-028444-bl9ahsxk 89 6 rapid rapid JJ cord-028444-bl9ahsxk 89 7 testing testing NN cord-028444-bl9ahsxk 89 8 of of IN cord-028444-bl9ahsxk 89 9 cases case NNS cord-028444-bl9ahsxk 89 10 , , , cord-028444-bl9ahsxk 89 11 tracing trace VBG cord-028444-bl9ahsxk 89 12 , , , cord-028444-bl9ahsxk 89 13 and and CC cord-028444-bl9ahsxk 89 14 management management NN cord-028444-bl9ahsxk 89 15 of of IN cord-028444-bl9ahsxk 89 16 the the DT cord-028444-bl9ahsxk 89 17 situation situation NN cord-028444-bl9ahsxk 89 18 and and CC cord-028444-bl9ahsxk 89 19 among among IN cord-028444-bl9ahsxk 89 20 the the DT cord-028444-bl9ahsxk 89 21 four four CD cord-028444-bl9ahsxk 89 22 top top JJ cord-028444-bl9ahsxk 89 23 countries country NNS cord-028444-bl9ahsxk 89 24 that that WDT cord-028444-bl9ahsxk 89 25 have have VBP cord-028444-bl9ahsxk 89 26 done do VBN cord-028444-bl9ahsxk 89 27 more more JJR cord-028444-bl9ahsxk 89 28 tests test NNS cord-028444-bl9ahsxk 89 29 per per IN cord-028444-bl9ahsxk 89 30 population population NN cord-028444-bl9ahsxk 89 31 in in IN cord-028444-bl9ahsxk 89 32 Africa Africa NNP cord-028444-bl9ahsxk 89 33 ( ( -LRB- cord-028444-bl9ahsxk 89 34 Myjoyonline.com Myjoyonline.com NNP cord-028444-bl9ahsxk 89 35 2020 2020 CD cord-028444-bl9ahsxk 89 36 ) ) -RRB- cord-028444-bl9ahsxk 89 37 . . . cord-028444-bl9ahsxk 90 1 Although although IN cord-028444-bl9ahsxk 90 2 the the DT cord-028444-bl9ahsxk 90 3 use use NN cord-028444-bl9ahsxk 90 4 of of IN cord-028444-bl9ahsxk 90 5 Geospatial Geospatial NNP cord-028444-bl9ahsxk 90 6 Technologies Technologies NNPS cord-028444-bl9ahsxk 90 7 and and CC cord-028444-bl9ahsxk 90 8 measures measure NNS cord-028444-bl9ahsxk 90 9 has have VBZ cord-028444-bl9ahsxk 90 10 resulted result VBN cord-028444-bl9ahsxk 90 11 in in IN cord-028444-bl9ahsxk 90 12 many many JJ cord-028444-bl9ahsxk 90 13 good good JJ cord-028444-bl9ahsxk 90 14 outcomes outcome NNS cord-028444-bl9ahsxk 90 15 , , , cord-028444-bl9ahsxk 90 16 more more RBR cord-028444-bl9ahsxk 90 17 spatial spatial JJ cord-028444-bl9ahsxk 90 18 analyses analysis NNS cord-028444-bl9ahsxk 90 19 can can MD cord-028444-bl9ahsxk 90 20 be be VB cord-028444-bl9ahsxk 90 21 put put VBN cord-028444-bl9ahsxk 90 22 in in IN cord-028444-bl9ahsxk 90 23 place place NN cord-028444-bl9ahsxk 90 24 to to TO cord-028444-bl9ahsxk 90 25 present present VB cord-028444-bl9ahsxk 90 26 the the DT cord-028444-bl9ahsxk 90 27 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 90 28 pandemic pandemic NN cord-028444-bl9ahsxk 90 29 spatially spatially RB cord-028444-bl9ahsxk 90 30 , , , cord-028444-bl9ahsxk 90 31 hence hence RB cord-028444-bl9ahsxk 90 32 indicating indicate VBG cord-028444-bl9ahsxk 90 33 its -PRON- PRP$ cord-028444-bl9ahsxk 90 34 distribution distribution NN cord-028444-bl9ahsxk 90 35 in in IN cord-028444-bl9ahsxk 90 36 the the DT cord-028444-bl9ahsxk 90 37 determination determination NN cord-028444-bl9ahsxk 90 38 of of IN cord-028444-bl9ahsxk 90 39 future future JJ cord-028444-bl9ahsxk 90 40 outcomes outcome NNS cord-028444-bl9ahsxk 90 41 . . . cord-028444-bl9ahsxk 91 1 This this DT cord-028444-bl9ahsxk 91 2 is be VBZ cord-028444-bl9ahsxk 91 3 the the DT cord-028444-bl9ahsxk 91 4 focus focus NN cord-028444-bl9ahsxk 91 5 of of IN cord-028444-bl9ahsxk 91 6 the the DT cord-028444-bl9ahsxk 91 7 research research NN cord-028444-bl9ahsxk 91 8 . . . cord-028444-bl9ahsxk 92 1 Data datum NNS cord-028444-bl9ahsxk 92 2 used use VBN cord-028444-bl9ahsxk 92 3 for for IN cord-028444-bl9ahsxk 92 4 this this DT cord-028444-bl9ahsxk 92 5 study study NN cord-028444-bl9ahsxk 92 6 are be VBP cord-028444-bl9ahsxk 92 7 population population NN cord-028444-bl9ahsxk 92 8 and and CC cord-028444-bl9ahsxk 92 9 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 92 10 data datum NNS cord-028444-bl9ahsxk 92 11 of of IN cord-028444-bl9ahsxk 92 12 Ghana Ghana NNP cord-028444-bl9ahsxk 92 13 . . . cord-028444-bl9ahsxk 93 1 Population population NN cord-028444-bl9ahsxk 93 2 statistics statistic VBZ cord-028444-bl9ahsxk 93 3 Population Population NNP cord-028444-bl9ahsxk 93 4 data datum NNS cord-028444-bl9ahsxk 93 5 , , , cord-028444-bl9ahsxk 93 6 synthesized synthesize VBN cord-028444-bl9ahsxk 93 7 into into IN cord-028444-bl9ahsxk 93 8 Regions region NNS cord-028444-bl9ahsxk 93 9 , , , cord-028444-bl9ahsxk 93 10 was be VBD cord-028444-bl9ahsxk 93 11 derived derive VBN cord-028444-bl9ahsxk 93 12 from from IN cord-028444-bl9ahsxk 93 13 Ghana Ghana NNP cord-028444-bl9ahsxk 93 14 Statistical Statistical NNP cord-028444-bl9ahsxk 93 15 Service Service NNP cord-028444-bl9ahsxk 93 16 ( ( -LRB- cord-028444-bl9ahsxk 93 17 GSS GSS NNP cord-028444-bl9ahsxk 93 18 ) ) -RRB- cord-028444-bl9ahsxk 93 19 as as IN cord-028444-bl9ahsxk 93 20 of of IN cord-028444-bl9ahsxk 93 21 2019 2019 CD cord-028444-bl9ahsxk 93 22 c. c. NNP cord-028444-bl9ahsxk 93 23 Regional Regional NNP cord-028444-bl9ahsxk 93 24 outlines outline NNS cord-028444-bl9ahsxk 93 25 in in IN cord-028444-bl9ahsxk 93 26 shapefile shapefile NN cord-028444-bl9ahsxk 93 27 were be VBD cord-028444-bl9ahsxk 93 28 extracted extract VBN cord-028444-bl9ahsxk 93 29 Land Land NNP cord-028444-bl9ahsxk 93 30 - - HYPH cord-028444-bl9ahsxk 93 31 Use Use NNP cord-028444-bl9ahsxk 93 32 Planning Planning NNP cord-028444-bl9ahsxk 93 33 and and CC cord-028444-bl9ahsxk 93 34 Management Management NNP cord-028444-bl9ahsxk 93 35 Information Information NNP cord-028444-bl9ahsxk 93 36 System System NNP cord-028444-bl9ahsxk 93 37 of of IN cord-028444-bl9ahsxk 93 38 Land Land NNP cord-028444-bl9ahsxk 93 39 Use Use NNP cord-028444-bl9ahsxk 93 40 and and CC cord-028444-bl9ahsxk 93 41 Spatial Spatial NNP cord-028444-bl9ahsxk 93 42 Planning Planning NNP cord-028444-bl9ahsxk 93 43 Authority Authority NNP cord-028444-bl9ahsxk 93 44 . . . cord-028444-bl9ahsxk 94 1 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 94 2 data datum NNS cord-028444-bl9ahsxk 94 3 was be VBD cord-028444-bl9ahsxk 94 4 added add VBN cord-028444-bl9ahsxk 94 5 to to IN cord-028444-bl9ahsxk 94 6 the the DT cord-028444-bl9ahsxk 94 7 regional regional JJ cord-028444-bl9ahsxk 94 8 boundaries boundary NNS cord-028444-bl9ahsxk 94 9 ( ( -LRB- cord-028444-bl9ahsxk 94 10 in in IN cord-028444-bl9ahsxk 94 11 Universal Universal NNP cord-028444-bl9ahsxk 94 12 Traverse Traverse NNP cord-028444-bl9ahsxk 94 13 Mercator Mercator NNP cord-028444-bl9ahsxk 94 14 Zone Zone NNP cord-028444-bl9ahsxk 94 15 30 30 CD cord-028444-bl9ahsxk 94 16 N n CD cord-028444-bl9ahsxk 94 17 ) ) -RRB- cord-028444-bl9ahsxk 94 18 with with IN cord-028444-bl9ahsxk 94 19 the the DT cord-028444-bl9ahsxk 94 20 join join NN cord-028444-bl9ahsxk 94 21 table table NN cord-028444-bl9ahsxk 94 22 algorithm algorithm NN cord-028444-bl9ahsxk 94 23 . . . cord-028444-bl9ahsxk 95 1 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 95 2 data datum NNS cord-028444-bl9ahsxk 95 3 presented present VBD cord-028444-bl9ahsxk 95 4 and and CC cord-028444-bl9ahsxk 95 5 used use VBN cord-028444-bl9ahsxk 95 6 for for IN cord-028444-bl9ahsxk 95 7 this this DT cord-028444-bl9ahsxk 95 8 paper paper NN cord-028444-bl9ahsxk 95 9 was be VBD cord-028444-bl9ahsxk 95 10 derived derive VBN cord-028444-bl9ahsxk 95 11 from from IN cord-028444-bl9ahsxk 95 12 many many JJ cord-028444-bl9ahsxk 95 13 sources source NNS cord-028444-bl9ahsxk 95 14 , , , cord-028444-bl9ahsxk 95 15 including include VBG cord-028444-bl9ahsxk 95 16 Ghana Ghana NNP cord-028444-bl9ahsxk 95 17 Health Health NNP cord-028444-bl9ahsxk 95 18 Service Service NNP cord-028444-bl9ahsxk 95 19 , , , cord-028444-bl9ahsxk 95 20 Ghana Ghana NNP cord-028444-bl9ahsxk 95 21 Statistical Statistical NNP cord-028444-bl9ahsxk 95 22 Service Service NNP cord-028444-bl9ahsxk 95 23 , , , cord-028444-bl9ahsxk 95 24 and and CC cord-028444-bl9ahsxk 95 25 the the DT cord-028444-bl9ahsxk 95 26 World World NNP cord-028444-bl9ahsxk 95 27 Health Health NNP cord-028444-bl9ahsxk 95 28 Organization Organization NNP cord-028444-bl9ahsxk 95 29 dashboards dashboard NNS cord-028444-bl9ahsxk 95 30 . . . cord-028444-bl9ahsxk 96 1 This this DT cord-028444-bl9ahsxk 96 2 was be VBD cord-028444-bl9ahsxk 96 3 to to TO cord-028444-bl9ahsxk 96 4 establish establish VB cord-028444-bl9ahsxk 96 5 the the DT cord-028444-bl9ahsxk 96 6 consistencies consistency NNS cord-028444-bl9ahsxk 96 7 in in IN cord-028444-bl9ahsxk 96 8 the the DT cord-028444-bl9ahsxk 96 9 data data NN cord-028444-bl9ahsxk 96 10 used use VBN cord-028444-bl9ahsxk 96 11 . . . cord-028444-bl9ahsxk 97 1 Geospatial Geospatial NNP cord-028444-bl9ahsxk 97 2 Technologies Technologies NNP cord-028444-bl9ahsxk 97 3 presents present VBZ cord-028444-bl9ahsxk 97 4 varying varying NN cord-028444-bl9ahsxk 97 5 means mean NNS cord-028444-bl9ahsxk 97 6 by by IN cord-028444-bl9ahsxk 97 7 which which WDT cord-028444-bl9ahsxk 97 8 phenomenon phenomenon NN cord-028444-bl9ahsxk 97 9 is be VBZ cord-028444-bl9ahsxk 97 10 interpolated interpolate VBN cord-028444-bl9ahsxk 97 11 and and CC cord-028444-bl9ahsxk 97 12 presented present VBN cord-028444-bl9ahsxk 97 13 for for IN cord-028444-bl9ahsxk 97 14 better well JJR cord-028444-bl9ahsxk 97 15 understanding understanding NN cord-028444-bl9ahsxk 97 16 ( ( -LRB- cord-028444-bl9ahsxk 97 17 Bagyaraj Bagyaraj NNP cord-028444-bl9ahsxk 97 18 et et NNP cord-028444-bl9ahsxk 97 19 al al NNP cord-028444-bl9ahsxk 97 20 . . NNP cord-028444-bl9ahsxk 97 21 2020 2020 CD cord-028444-bl9ahsxk 97 22 ; ; . cord-028444-bl9ahsxk 98 1 Balamurugan Balamurugan NNP cord-028444-bl9ahsxk 98 2 et et NNP cord-028444-bl9ahsxk 98 3 al al NNP cord-028444-bl9ahsxk 98 4 . . . cord-028444-bl9ahsxk 99 1 2020 2020 CD cord-028444-bl9ahsxk 99 2 ; ; : cord-028444-bl9ahsxk 99 3 Shankar Shankar NNP cord-028444-bl9ahsxk 99 4 and and CC cord-028444-bl9ahsxk 99 5 Kawo Kawo NNP cord-028444-bl9ahsxk 99 6 2019 2019 CD cord-028444-bl9ahsxk 99 7 ) ) -RRB- cord-028444-bl9ahsxk 99 8 . . . cord-028444-bl9ahsxk 100 1 Its -PRON- PRP$ cord-028444-bl9ahsxk 100 2 application application NN cord-028444-bl9ahsxk 100 3 is be VBZ cord-028444-bl9ahsxk 100 4 in in IN cord-028444-bl9ahsxk 100 5 various various JJ cord-028444-bl9ahsxk 100 6 fields field NNS cord-028444-bl9ahsxk 100 7 and and CC cord-028444-bl9ahsxk 100 8 many many JJ cord-028444-bl9ahsxk 100 9 human human JJ cord-028444-bl9ahsxk 100 10 endeavors endeavor NNS cord-028444-bl9ahsxk 100 11 . . . cord-028444-bl9ahsxk 101 1 Although although IN cord-028444-bl9ahsxk 101 2 many many JJ cord-028444-bl9ahsxk 101 3 interpolation interpolation NN cord-028444-bl9ahsxk 101 4 options option NNS cord-028444-bl9ahsxk 101 5 exist exist VBP cord-028444-bl9ahsxk 101 6 , , , cord-028444-bl9ahsxk 101 7 in in IN cord-028444-bl9ahsxk 101 8 forecasting forecast VBG cord-028444-bl9ahsxk 101 9 the the DT cord-028444-bl9ahsxk 101 10 possible possible JJ cord-028444-bl9ahsxk 101 11 trends trend NNS cord-028444-bl9ahsxk 101 12 in in IN cord-028444-bl9ahsxk 101 13 Ghana Ghana NNP cord-028444-bl9ahsxk 101 14 situation situation NN cord-028444-bl9ahsxk 101 15 , , , cord-028444-bl9ahsxk 101 16 the the DT cord-028444-bl9ahsxk 101 17 Universal Universal NNP cord-028444-bl9ahsxk 101 18 Kriging Kriging NNP cord-028444-bl9ahsxk 101 19 ( ( -LRB- cord-028444-bl9ahsxk 101 20 linear linear JJ cord-028444-bl9ahsxk 101 21 with with IN cord-028444-bl9ahsxk 101 22 Quadratic quadratic JJ cord-028444-bl9ahsxk 101 23 drift drift NN cord-028444-bl9ahsxk 101 24 semivariogram semivariogram NN cord-028444-bl9ahsxk 101 25 model model NN cord-028444-bl9ahsxk 101 26 ) ) -RRB- cord-028444-bl9ahsxk 101 27 and and CC cord-028444-bl9ahsxk 101 28 Inverse Inverse NNP cord-028444-bl9ahsxk 101 29 Distance Distance NNP cord-028444-bl9ahsxk 101 30 Weighted Weighted NNP cord-028444-bl9ahsxk 101 31 ( ( -LRB- cord-028444-bl9ahsxk 101 32 IDW IDW NNP cord-028444-bl9ahsxk 101 33 ) ) -RRB- cord-028444-bl9ahsxk 101 34 interpolation interpolation NN cord-028444-bl9ahsxk 101 35 algorithm algorithm NN cord-028444-bl9ahsxk 101 36 were be VBD cord-028444-bl9ahsxk 101 37 used use VBN cord-028444-bl9ahsxk 101 38 . . . cord-028444-bl9ahsxk 102 1 Childs Childs NNP cord-028444-bl9ahsxk 102 2 ( ( -LRB- cord-028444-bl9ahsxk 102 3 2004 2004 CD cord-028444-bl9ahsxk 102 4 ) ) -RRB- cord-028444-bl9ahsxk 102 5 and and CC cord-028444-bl9ahsxk 102 6 Kawo Kawo NNP cord-028444-bl9ahsxk 102 7 and and CC cord-028444-bl9ahsxk 102 8 shankar shankar NNP cord-028444-bl9ahsxk 102 9 ( ( -LRB- cord-028444-bl9ahsxk 102 10 2018 2018 CD cord-028444-bl9ahsxk 102 11 ) ) -RRB- cord-028444-bl9ahsxk 102 12 reveals reveal VBZ cord-028444-bl9ahsxk 102 13 that that IN cord-028444-bl9ahsxk 102 14 Kriging Kriging NNP cord-028444-bl9ahsxk 102 15 applies apply VBZ cord-028444-bl9ahsxk 102 16 statistical statistical JJ cord-028444-bl9ahsxk 102 17 interpolation interpolation NN cord-028444-bl9ahsxk 102 18 , , , cord-028444-bl9ahsxk 102 19 which which WDT cord-028444-bl9ahsxk 102 20 makes make VBZ cord-028444-bl9ahsxk 102 21 it -PRON- PRP cord-028444-bl9ahsxk 102 22 a a DT cord-028444-bl9ahsxk 102 23 powerful powerful JJ cord-028444-bl9ahsxk 102 24 and and CC cord-028444-bl9ahsxk 102 25 effective effective JJ cord-028444-bl9ahsxk 102 26 option option NN cord-028444-bl9ahsxk 102 27 for for IN cord-028444-bl9ahsxk 102 28 diverse diverse JJ cord-028444-bl9ahsxk 102 29 applications application NNS cord-028444-bl9ahsxk 102 30 , , , cord-028444-bl9ahsxk 102 31 including include VBG cord-028444-bl9ahsxk 102 32 pollution pollution NN cord-028444-bl9ahsxk 102 33 modeling modeling NN cord-028444-bl9ahsxk 102 34 , , , cord-028444-bl9ahsxk 102 35 geochemistry geochemistry NN cord-028444-bl9ahsxk 102 36 , , , cord-028444-bl9ahsxk 102 37 and and CC cord-028444-bl9ahsxk 102 38 health health NN cord-028444-bl9ahsxk 102 39 . . . cord-028444-bl9ahsxk 103 1 It -PRON- PRP cord-028444-bl9ahsxk 103 2 works work VBZ cord-028444-bl9ahsxk 103 3 with with IN cord-028444-bl9ahsxk 103 4 the the DT cord-028444-bl9ahsxk 103 5 assumption assumption NN cord-028444-bl9ahsxk 103 6 that that IN cord-028444-bl9ahsxk 103 7 the the DT cord-028444-bl9ahsxk 103 8 direction direction NN cord-028444-bl9ahsxk 103 9 and and CC cord-028444-bl9ahsxk 103 10 distance distance NN cord-028444-bl9ahsxk 103 11 between between IN cord-028444-bl9ahsxk 103 12 sample sample NN cord-028444-bl9ahsxk 103 13 points point NNS cord-028444-bl9ahsxk 103 14 reflect reflect VBP cord-028444-bl9ahsxk 103 15 spatial spatial JJ cord-028444-bl9ahsxk 103 16 correlation correlation NN cord-028444-bl9ahsxk 103 17 , , , cord-028444-bl9ahsxk 103 18 which which WDT cord-028444-bl9ahsxk 103 19 is be VBZ cord-028444-bl9ahsxk 103 20 useful useful JJ cord-028444-bl9ahsxk 103 21 in in IN cord-028444-bl9ahsxk 103 22 the the DT cord-028444-bl9ahsxk 103 23 explanation explanation NN cord-028444-bl9ahsxk 103 24 of of IN cord-028444-bl9ahsxk 103 25 variation variation NN cord-028444-bl9ahsxk 103 26 in in IN cord-028444-bl9ahsxk 103 27 the the DT cord-028444-bl9ahsxk 103 28 surface surface NN cord-028444-bl9ahsxk 103 29 ( ( -LRB- cord-028444-bl9ahsxk 103 30 Shankar Shankar NNP cord-028444-bl9ahsxk 103 31 et et NNP cord-028444-bl9ahsxk 103 32 al al NNP cord-028444-bl9ahsxk 103 33 . . NNP cord-028444-bl9ahsxk 103 34 2011 2011 CD cord-028444-bl9ahsxk 103 35 ) ) -RRB- cord-028444-bl9ahsxk 103 36 . . . cord-028444-bl9ahsxk 104 1 There there EX cord-028444-bl9ahsxk 104 2 is be VBZ cord-028444-bl9ahsxk 104 3 a a DT cord-028444-bl9ahsxk 104 4 derivation derivation NN cord-028444-bl9ahsxk 104 5 of of IN cord-028444-bl9ahsxk 104 6 predictive predictive JJ cord-028444-bl9ahsxk 104 7 values value NNS cord-028444-bl9ahsxk 104 8 from from IN cord-028444-bl9ahsxk 104 9 the the DT cord-028444-bl9ahsxk 104 10 measure measure NN cord-028444-bl9ahsxk 104 11 of of IN cord-028444-bl9ahsxk 104 12 relationships relationship NNS cord-028444-bl9ahsxk 104 13 in in IN cord-028444-bl9ahsxk 104 14 samples sample NNS cord-028444-bl9ahsxk 104 15 using use VBG cord-028444-bl9ahsxk 104 16 sophisticated sophisticated JJ cord-028444-bl9ahsxk 104 17 weighted weighted JJ cord-028444-bl9ahsxk 104 18 average average JJ cord-028444-bl9ahsxk 104 19 techniques technique NNS cord-028444-bl9ahsxk 104 20 . . . cord-028444-bl9ahsxk 105 1 Using use VBG cord-028444-bl9ahsxk 105 2 the the DT cord-028444-bl9ahsxk 105 3 Universal Universal NNP cord-028444-bl9ahsxk 105 4 Kriging Kriging NNP cord-028444-bl9ahsxk 105 5 ( ( -LRB- cord-028444-bl9ahsxk 105 6 linear linear JJ cord-028444-bl9ahsxk 105 7 with with IN cord-028444-bl9ahsxk 105 8 Quadratic quadratic JJ cord-028444-bl9ahsxk 105 9 drift drift NN cord-028444-bl9ahsxk 105 10 semivariogram semivariogram NN cord-028444-bl9ahsxk 105 11 model model NN cord-028444-bl9ahsxk 105 12 ) ) -RRB- cord-028444-bl9ahsxk 105 13 enables enable VBZ cord-028444-bl9ahsxk 105 14 the the DT cord-028444-bl9ahsxk 105 15 modeling modeling NN cord-028444-bl9ahsxk 105 16 of of IN cord-028444-bl9ahsxk 105 17 trends trend NNS cord-028444-bl9ahsxk 105 18 in in IN cord-028444-bl9ahsxk 105 19 data datum NNS cord-028444-bl9ahsxk 105 20 . . . cord-028444-bl9ahsxk 106 1 The the DT cord-028444-bl9ahsxk 106 2 only only JJ cord-028444-bl9ahsxk 106 3 possible possible JJ cord-028444-bl9ahsxk 106 4 shortfall shortfall NN cord-028444-bl9ahsxk 106 5 with with IN cord-028444-bl9ahsxk 106 6 the the DT cord-028444-bl9ahsxk 106 7 use use NN cord-028444-bl9ahsxk 106 8 of of IN cord-028444-bl9ahsxk 106 9 Kriging Kriging NNP cord-028444-bl9ahsxk 106 10 models model NNS cord-028444-bl9ahsxk 106 11 is be VBZ cord-028444-bl9ahsxk 106 12 that that DT cord-028444-bl9ahsxk 106 13 point point NN cord-028444-bl9ahsxk 106 14 values value NNS cord-028444-bl9ahsxk 106 15 are be VBP cord-028444-bl9ahsxk 106 16 not not RB cord-028444-bl9ahsxk 106 17 specifically specifically RB cord-028444-bl9ahsxk 106 18 considered consider VBN cord-028444-bl9ahsxk 106 19 which which WDT cord-028444-bl9ahsxk 106 20 will will MD cord-028444-bl9ahsxk 106 21 plausibly plausibly RB cord-028444-bl9ahsxk 106 22 cause cause VB cord-028444-bl9ahsxk 106 23 interpolated interpolate VBN cord-028444-bl9ahsxk 106 24 values value NNS cord-028444-bl9ahsxk 106 25 to to TO cord-028444-bl9ahsxk 106 26 be be VB cord-028444-bl9ahsxk 106 27 lower low JJR cord-028444-bl9ahsxk 106 28 or or CC cord-028444-bl9ahsxk 106 29 higher high JJR cord-028444-bl9ahsxk 106 30 than than IN cord-028444-bl9ahsxk 106 31 real real JJ cord-028444-bl9ahsxk 106 32 values value NNS cord-028444-bl9ahsxk 106 33 . . . cord-028444-bl9ahsxk 107 1 On on IN cord-028444-bl9ahsxk 107 2 the the DT cord-028444-bl9ahsxk 107 3 other other JJ cord-028444-bl9ahsxk 107 4 hand hand NN cord-028444-bl9ahsxk 107 5 , , , cord-028444-bl9ahsxk 107 6 the the DT cord-028444-bl9ahsxk 107 7 Inverse Inverse NNP cord-028444-bl9ahsxk 107 8 Distance Distance NNP cord-028444-bl9ahsxk 107 9 Weighted weighted JJ cord-028444-bl9ahsxk 107 10 interpolation interpolation NN cord-028444-bl9ahsxk 107 11 algorithm algorithm NN cord-028444-bl9ahsxk 107 12 assumes assume VBZ cord-028444-bl9ahsxk 107 13 that that IN cord-028444-bl9ahsxk 107 14 for for IN cord-028444-bl9ahsxk 107 15 each each DT cord-028444-bl9ahsxk 107 16 input input NN cord-028444-bl9ahsxk 107 17 point point NN cord-028444-bl9ahsxk 107 18 , , , cord-028444-bl9ahsxk 107 19 there there EX cord-028444-bl9ahsxk 107 20 exists exist VBZ cord-028444-bl9ahsxk 107 21 a a DT cord-028444-bl9ahsxk 107 22 local local JJ cord-028444-bl9ahsxk 107 23 influence influence NN cord-028444-bl9ahsxk 107 24 that that WDT cord-028444-bl9ahsxk 107 25 diminishes diminish VBZ cord-028444-bl9ahsxk 107 26 with with IN cord-028444-bl9ahsxk 107 27 distance distance NN cord-028444-bl9ahsxk 107 28 . . . cord-028444-bl9ahsxk 108 1 Inferable inferable JJ cord-028444-bl9ahsxk 108 2 , , , cord-028444-bl9ahsxk 108 3 this this DT cord-028444-bl9ahsxk 108 4 method method NN cord-028444-bl9ahsxk 108 5 is be VBZ cord-028444-bl9ahsxk 108 6 applicable applicable JJ cord-028444-bl9ahsxk 108 7 when when WRB cord-028444-bl9ahsxk 108 8 there there EX cord-028444-bl9ahsxk 108 9 is be VBZ cord-028444-bl9ahsxk 108 10 an an DT cord-028444-bl9ahsxk 108 11 assumption assumption NN cord-028444-bl9ahsxk 108 12 that that IN cord-028444-bl9ahsxk 108 13 the the DT cord-028444-bl9ahsxk 108 14 data datum NNS cord-028444-bl9ahsxk 108 15 been be VBN cord-028444-bl9ahsxk 108 16 modeled model VBN cord-028444-bl9ahsxk 108 17 or or CC cord-028444-bl9ahsxk 108 18 phenomenon phenomenon NN cord-028444-bl9ahsxk 108 19 being be VBG cord-028444-bl9ahsxk 108 20 studied study VBN cord-028444-bl9ahsxk 108 21 and and CC cord-028444-bl9ahsxk 108 22 mapped map VBN cord-028444-bl9ahsxk 108 23 decreases decrease NNS cord-028444-bl9ahsxk 108 24 in in IN cord-028444-bl9ahsxk 108 25 influence influence NN cord-028444-bl9ahsxk 108 26 as as IN cord-028444-bl9ahsxk 108 27 the the DT cord-028444-bl9ahsxk 108 28 distance distance NN cord-028444-bl9ahsxk 108 29 from from IN cord-028444-bl9ahsxk 108 30 the the DT cord-028444-bl9ahsxk 108 31 core core NN cord-028444-bl9ahsxk 108 32 increases increase NNS cord-028444-bl9ahsxk 108 33 . . . cord-028444-bl9ahsxk 109 1 Specifically specifically RB cord-028444-bl9ahsxk 109 2 to to IN cord-028444-bl9ahsxk 109 3 the the DT cord-028444-bl9ahsxk 109 4 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 109 5 , , , cord-028444-bl9ahsxk 109 6 although although IN cord-028444-bl9ahsxk 109 7 inconclusive inconclusive JJ cord-028444-bl9ahsxk 109 8 , , , cord-028444-bl9ahsxk 109 9 many many JJ cord-028444-bl9ahsxk 109 10 writers writer NNS cord-028444-bl9ahsxk 109 11 ( ( -LRB- cord-028444-bl9ahsxk 109 12 e.g. e.g. RB cord-028444-bl9ahsxk 109 13 , , , cord-028444-bl9ahsxk 109 14 Loayza Loayza NNP cord-028444-bl9ahsxk 109 15 2020 2020 CD cord-028444-bl9ahsxk 109 16 ) ) -RRB- cord-028444-bl9ahsxk 109 17 have have VBP cord-028444-bl9ahsxk 109 18 identified identify VBN cord-028444-bl9ahsxk 109 19 a a DT cord-028444-bl9ahsxk 109 20 possible possible JJ cord-028444-bl9ahsxk 109 21 association association NN cord-028444-bl9ahsxk 109 22 of of IN cord-028444-bl9ahsxk 109 23 its -PRON- PRP$ cord-028444-bl9ahsxk 109 24 spread spread NN cord-028444-bl9ahsxk 109 25 to to IN cord-028444-bl9ahsxk 109 26 population population NN cord-028444-bl9ahsxk 109 27 densities density NNS cord-028444-bl9ahsxk 109 28 and and CC cord-028444-bl9ahsxk 109 29 distribution distribution NN cord-028444-bl9ahsxk 109 30 . . . cord-028444-bl9ahsxk 110 1 These these DT cord-028444-bl9ahsxk 110 2 characteristics characteristic NNS cord-028444-bl9ahsxk 110 3 identified identify VBD cord-028444-bl9ahsxk 110 4 the the DT cord-028444-bl9ahsxk 110 5 two two CD cord-028444-bl9ahsxk 110 6 interpolation interpolation NN cord-028444-bl9ahsxk 110 7 techniques technique NNS cord-028444-bl9ahsxk 110 8 hence hence RB cord-028444-bl9ahsxk 110 9 , , , cord-028444-bl9ahsxk 110 10 make make VB cord-028444-bl9ahsxk 110 11 them -PRON- PRP cord-028444-bl9ahsxk 110 12 appropriate appropriate JJ cord-028444-bl9ahsxk 110 13 for for IN cord-028444-bl9ahsxk 110 14 health health NN cord-028444-bl9ahsxk 110 15 modeling modeling NN cord-028444-bl9ahsxk 110 16 and and CC cord-028444-bl9ahsxk 110 17 its -PRON- PRP$ cord-028444-bl9ahsxk 110 18 use use NN cord-028444-bl9ahsxk 110 19 in in IN cord-028444-bl9ahsxk 110 20 modeling model VBG cord-028444-bl9ahsxk 110 21 COVID-19 covid-19 CD cord-028444-bl9ahsxk 110 22 trends trend NNS cord-028444-bl9ahsxk 110 23 in in IN cord-028444-bl9ahsxk 110 24 Ghana Ghana NNP cord-028444-bl9ahsxk 110 25 . . . cord-028444-bl9ahsxk 111 1 The the DT cord-028444-bl9ahsxk 111 2 following following JJ cord-028444-bl9ahsxk 111 3 sections section NNS cord-028444-bl9ahsxk 111 4 present present VBP cord-028444-bl9ahsxk 111 5 a a DT cord-028444-bl9ahsxk 111 6 picture picture NN cord-028444-bl9ahsxk 111 7 of of IN cord-028444-bl9ahsxk 111 8 the the DT cord-028444-bl9ahsxk 111 9 pandemic pandemic NN cord-028444-bl9ahsxk 111 10 situation situation NN cord-028444-bl9ahsxk 111 11 in in IN cord-028444-bl9ahsxk 111 12 Ghana Ghana NNP cord-028444-bl9ahsxk 111 13 , , , cord-028444-bl9ahsxk 111 14 which which WDT cord-028444-bl9ahsxk 111 15 has have VBZ cord-028444-bl9ahsxk 111 16 placed place VBN cord-028444-bl9ahsxk 111 17 the the DT cord-028444-bl9ahsxk 111 18 debate debate NN cord-028444-bl9ahsxk 111 19 on on IN cord-028444-bl9ahsxk 111 20 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 111 21 within within IN cord-028444-bl9ahsxk 111 22 the the DT cord-028444-bl9ahsxk 111 23 context context NN cord-028444-bl9ahsxk 111 24 of of IN cord-028444-bl9ahsxk 111 25 the the DT cord-028444-bl9ahsxk 111 26 global global JJ cord-028444-bl9ahsxk 111 27 and and CC cord-028444-bl9ahsxk 111 28 regional regional JJ cord-028444-bl9ahsxk 111 29 outlook outlook NN cord-028444-bl9ahsxk 111 30 , , , cord-028444-bl9ahsxk 111 31 as as RB cord-028444-bl9ahsxk 111 32 well well RB cord-028444-bl9ahsxk 111 33 as as IN cord-028444-bl9ahsxk 111 34 data datum NNS cord-028444-bl9ahsxk 111 35 sources source NNS cord-028444-bl9ahsxk 111 36 and and CC cord-028444-bl9ahsxk 111 37 methods method NNS cord-028444-bl9ahsxk 111 38 . . . cord-028444-bl9ahsxk 112 1 The the DT cord-028444-bl9ahsxk 112 2 ensuing ensue VBG cord-028444-bl9ahsxk 112 3 section section NN cord-028444-bl9ahsxk 112 4 seeks seek VBZ cord-028444-bl9ahsxk 112 5 to to TO cord-028444-bl9ahsxk 112 6 present present VB cord-028444-bl9ahsxk 112 7 three three CD cord-028444-bl9ahsxk 112 8 basic basic JJ cord-028444-bl9ahsxk 112 9 things thing NNS cord-028444-bl9ahsxk 112 10 ; ; : cord-028444-bl9ahsxk 112 11 thus thus RB cord-028444-bl9ahsxk 112 12 , , , cord-028444-bl9ahsxk 112 13 the the DT cord-028444-bl9ahsxk 112 14 geographical geographical JJ cord-028444-bl9ahsxk 112 15 context context NN cord-028444-bl9ahsxk 112 16 , , , cord-028444-bl9ahsxk 112 17 current current JJ cord-028444-bl9ahsxk 112 18 situation situation NN cord-028444-bl9ahsxk 112 19 , , , cord-028444-bl9ahsxk 112 20 and and CC cord-028444-bl9ahsxk 112 21 infection infection NN cord-028444-bl9ahsxk 112 22 patterns pattern NNS cord-028444-bl9ahsxk 112 23 and and CC cord-028444-bl9ahsxk 112 24 modeling modeling NN cord-028444-bl9ahsxk 112 25 of of IN cord-028444-bl9ahsxk 112 26 future future JJ cord-028444-bl9ahsxk 112 27 occurrences occurrence NNS cord-028444-bl9ahsxk 112 28 and and CC cord-028444-bl9ahsxk 112 29 spatial spatial JJ cord-028444-bl9ahsxk 112 30 dynamics dynamic NNS cord-028444-bl9ahsxk 112 31 . . . cord-028444-bl9ahsxk 113 1 This this DT cord-028444-bl9ahsxk 113 2 study study NN cord-028444-bl9ahsxk 113 3 was be VBD cord-028444-bl9ahsxk 113 4 carried carry VBN cord-028444-bl9ahsxk 113 5 out out RP cord-028444-bl9ahsxk 113 6 in in IN cord-028444-bl9ahsxk 113 7 Ghana Ghana NNP cord-028444-bl9ahsxk 113 8 . . . cord-028444-bl9ahsxk 114 1 Ghana Ghana NNP cord-028444-bl9ahsxk 114 2 is be VBZ cord-028444-bl9ahsxk 114 3 part part NN cord-028444-bl9ahsxk 114 4 of of IN cord-028444-bl9ahsxk 114 5 the the DT cord-028444-bl9ahsxk 114 6 Africa Africa NNP cord-028444-bl9ahsxk 114 7 Continent Continent NNP cord-028444-bl9ahsxk 114 8 ( ( -LRB- cord-028444-bl9ahsxk 114 9 West West NNP cord-028444-bl9ahsxk 114 10 Africa Africa NNP cord-028444-bl9ahsxk 114 11 ) ) -RRB- cord-028444-bl9ahsxk 114 12 and and CC cord-028444-bl9ahsxk 114 13 has have VBZ cord-028444-bl9ahsxk 114 14 a a DT cord-028444-bl9ahsxk 114 15 land land NN cord-028444-bl9ahsxk 114 16 area area NN cord-028444-bl9ahsxk 114 17 of of IN cord-028444-bl9ahsxk 114 18 238,540 238,540 CD cord-028444-bl9ahsxk 114 19 sq sq NN cord-028444-bl9ahsxk 114 20 . . . cord-028444-bl9ahsxk 115 1 Kilometers kilometer NNS cord-028444-bl9ahsxk 116 1 ( ( -LRB- cord-028444-bl9ahsxk 116 2 Condit Condit NNP cord-028444-bl9ahsxk 116 3 et et NNP cord-028444-bl9ahsxk 116 4 al al NNP cord-028444-bl9ahsxk 116 5 . . NNP cord-028444-bl9ahsxk 116 6 2014 2014 CD cord-028444-bl9ahsxk 116 7 ) ) -RRB- cord-028444-bl9ahsxk 116 8 . . . cord-028444-bl9ahsxk 117 1 Ghana Ghana NNP cord-028444-bl9ahsxk 117 2 is be VBZ cord-028444-bl9ahsxk 117 3 surrounded surround VBN cord-028444-bl9ahsxk 117 4 by by IN cord-028444-bl9ahsxk 117 5 Togo Togo NNP cord-028444-bl9ahsxk 117 6 , , , cord-028444-bl9ahsxk 117 7 Burkina Burkina NNP cord-028444-bl9ahsxk 117 8 Faso Faso NNP cord-028444-bl9ahsxk 117 9 , , , cord-028444-bl9ahsxk 117 10 Ivory Ivory NNP cord-028444-bl9ahsxk 117 11 Coast Coast NNP cord-028444-bl9ahsxk 117 12 , , , cord-028444-bl9ahsxk 117 13 and and CC cord-028444-bl9ahsxk 117 14 the the DT cord-028444-bl9ahsxk 117 15 Gulf Gulf NNP cord-028444-bl9ahsxk 117 16 of of IN cord-028444-bl9ahsxk 117 17 Guinea Guinea NNP cord-028444-bl9ahsxk 117 18 with with IN cord-028444-bl9ahsxk 117 19 a a DT cord-028444-bl9ahsxk 117 20 heterogeneous heterogeneous JJ cord-028444-bl9ahsxk 117 21 population population NN cord-028444-bl9ahsxk 117 22 of of IN cord-028444-bl9ahsxk 117 23 about about RB cord-028444-bl9ahsxk 117 24 30 30 CD cord-028444-bl9ahsxk 117 25 million million CD cord-028444-bl9ahsxk 117 26 as as IN cord-028444-bl9ahsxk 117 27 of of IN cord-028444-bl9ahsxk 117 28 2019 2019 CD cord-028444-bl9ahsxk 117 29 . . . cord-028444-bl9ahsxk 118 1 There there EX cord-028444-bl9ahsxk 118 2 are be VBP cord-028444-bl9ahsxk 118 3 16 16 CD cord-028444-bl9ahsxk 118 4 administrative administrative JJ cord-028444-bl9ahsxk 118 5 regions region NNS cord-028444-bl9ahsxk 118 6 in in IN cord-028444-bl9ahsxk 118 7 Ghana Ghana NNP cord-028444-bl9ahsxk 118 8 , , , cord-028444-bl9ahsxk 118 9 with with IN cord-028444-bl9ahsxk 118 10 the the DT cord-028444-bl9ahsxk 118 11 capital capital NN cord-028444-bl9ahsxk 118 12 town town NN cord-028444-bl9ahsxk 118 13 being be VBG cord-028444-bl9ahsxk 118 14 Accra Accra NNP cord-028444-bl9ahsxk 118 15 . . . cord-028444-bl9ahsxk 119 1 Accra Accra NNP cord-028444-bl9ahsxk 119 2 and and CC cord-028444-bl9ahsxk 119 3 Ashanti Ashanti NNP cord-028444-bl9ahsxk 119 4 are be VBP cord-028444-bl9ahsxk 119 5 the the DT cord-028444-bl9ahsxk 119 6 most most RBS cord-028444-bl9ahsxk 119 7 populous populous JJ cord-028444-bl9ahsxk 119 8 regions region NNS cord-028444-bl9ahsxk 119 9 due due JJ cord-028444-bl9ahsxk 119 10 to to IN cord-028444-bl9ahsxk 119 11 the the DT cord-028444-bl9ahsxk 119 12 concentration concentration NN cord-028444-bl9ahsxk 119 13 of of IN cord-028444-bl9ahsxk 119 14 activities activity NNS cord-028444-bl9ahsxk 119 15 and and CC cord-028444-bl9ahsxk 119 16 infrastructure infrastructure NN cord-028444-bl9ahsxk 119 17 , , , cord-028444-bl9ahsxk 119 18 while while IN cord-028444-bl9ahsxk 119 19 Kumasi Kumasi NNP cord-028444-bl9ahsxk 119 20 and and CC cord-028444-bl9ahsxk 119 21 Accra Accra NNP cord-028444-bl9ahsxk 119 22 enjoy enjoy VBP cord-028444-bl9ahsxk 119 23 urban urban JJ cord-028444-bl9ahsxk 119 24 primacy primacy NN cord-028444-bl9ahsxk 119 25 . . . cord-028444-bl9ahsxk 120 1 Immigration immigration NN cord-028444-bl9ahsxk 120 2 issues issue NNS cord-028444-bl9ahsxk 120 3 are be VBP cord-028444-bl9ahsxk 120 4 on on IN cord-028444-bl9ahsxk 120 5 the the DT cord-028444-bl9ahsxk 120 6 rise rise NN cord-028444-bl9ahsxk 120 7 , , , cord-028444-bl9ahsxk 120 8 given give VBN cord-028444-bl9ahsxk 120 9 the the DT cord-028444-bl9ahsxk 120 10 porous porous JJ cord-028444-bl9ahsxk 120 11 nature nature NN cord-028444-bl9ahsxk 120 12 of of IN cord-028444-bl9ahsxk 120 13 the the DT cord-028444-bl9ahsxk 120 14 borders border NNS cord-028444-bl9ahsxk 120 15 , , , cord-028444-bl9ahsxk 120 16 the the DT cord-028444-bl9ahsxk 120 17 bilateral bilateral JJ cord-028444-bl9ahsxk 120 18 arrangements arrangement NNS cord-028444-bl9ahsxk 120 19 with with IN cord-028444-bl9ahsxk 120 20 neighboring neighboring NN cord-028444-bl9ahsxk 120 21 countries country NNS cord-028444-bl9ahsxk 120 22 , , , cord-028444-bl9ahsxk 120 23 and and CC cord-028444-bl9ahsxk 120 24 the the DT cord-028444-bl9ahsxk 120 25 liberalization liberalization NN cord-028444-bl9ahsxk 120 26 of of IN cord-028444-bl9ahsxk 120 27 trade trade NN cord-028444-bl9ahsxk 120 28 . . . cord-028444-bl9ahsxk 121 1 As as IN cord-028444-bl9ahsxk 121 2 a a DT cord-028444-bl9ahsxk 121 3 result result NN cord-028444-bl9ahsxk 121 4 , , , cord-028444-bl9ahsxk 121 5 there there EX cord-028444-bl9ahsxk 121 6 has have VBZ cord-028444-bl9ahsxk 121 7 been be VBN cord-028444-bl9ahsxk 121 8 an an DT cord-028444-bl9ahsxk 121 9 over over IN cord-028444-bl9ahsxk 121 10 - - HYPH cord-028444-bl9ahsxk 121 11 concentration concentration NN cord-028444-bl9ahsxk 121 12 of of IN cord-028444-bl9ahsxk 121 13 people people NNS cord-028444-bl9ahsxk 121 14 , , , cord-028444-bl9ahsxk 121 15 especially especially RB cord-028444-bl9ahsxk 121 16 in in IN cord-028444-bl9ahsxk 121 17 the the DT cord-028444-bl9ahsxk 121 18 southern southern JJ cord-028444-bl9ahsxk 121 19 part part NN cord-028444-bl9ahsxk 121 20 of of IN cord-028444-bl9ahsxk 121 21 the the DT cord-028444-bl9ahsxk 121 22 country country NN cord-028444-bl9ahsxk 121 23 , , , cord-028444-bl9ahsxk 121 24 resulting result VBG cord-028444-bl9ahsxk 121 25 in in IN cord-028444-bl9ahsxk 121 26 high high JJ cord-028444-bl9ahsxk 121 27 density density NN cord-028444-bl9ahsxk 121 28 and and CC cord-028444-bl9ahsxk 121 29 higher high JJR cord-028444-bl9ahsxk 121 30 occupancy occupancy NN cord-028444-bl9ahsxk 121 31 rates rate NNS cord-028444-bl9ahsxk 121 32 . . . cord-028444-bl9ahsxk 122 1 Due due IN cord-028444-bl9ahsxk 122 2 to to IN cord-028444-bl9ahsxk 122 3 this this DT cord-028444-bl9ahsxk 122 4 , , , cord-028444-bl9ahsxk 122 5 Greater Greater NNP cord-028444-bl9ahsxk 122 6 Accra Accra NNP cord-028444-bl9ahsxk 122 7 and and CC cord-028444-bl9ahsxk 122 8 Ashanti Ashanti NNP cord-028444-bl9ahsxk 122 9 are be VBP cord-028444-bl9ahsxk 122 10 the the DT cord-028444-bl9ahsxk 122 11 most most RBS cord-028444-bl9ahsxk 122 12 populous populous JJ cord-028444-bl9ahsxk 122 13 regions region NNS cord-028444-bl9ahsxk 122 14 , , , cord-028444-bl9ahsxk 122 15 with with IN cord-028444-bl9ahsxk 122 16 two two CD cord-028444-bl9ahsxk 122 17 big big JJ cord-028444-bl9ahsxk 122 18 cities city NNS cord-028444-bl9ahsxk 122 19 ( ( -LRB- cord-028444-bl9ahsxk 122 20 Kumasi Kumasi NNP cord-028444-bl9ahsxk 122 21 and and CC cord-028444-bl9ahsxk 122 22 Accra Accra NNP cord-028444-bl9ahsxk 122 23 ) ) -RRB- cord-028444-bl9ahsxk 122 24 enjoying enjoy VBG cord-028444-bl9ahsxk 122 25 urban urban JJ cord-028444-bl9ahsxk 122 26 primacy primacy NN cord-028444-bl9ahsxk 122 27 ( ( -LRB- cord-028444-bl9ahsxk 122 28 Fig Fig NNP cord-028444-bl9ahsxk 122 29 . . . cord-028444-bl9ahsxk 122 30 4 4 CD cord-028444-bl9ahsxk 122 31 ) ) -RRB- cord-028444-bl9ahsxk 122 32 . . . cord-028444-bl9ahsxk 123 1 Since since IN cord-028444-bl9ahsxk 123 2 Ghana Ghana NNP cord-028444-bl9ahsxk 123 3 recorded record VBD cord-028444-bl9ahsxk 123 4 its -PRON- PRP$ cord-028444-bl9ahsxk 123 5 first first JJ cord-028444-bl9ahsxk 123 6 case case NN cord-028444-bl9ahsxk 123 7 in in IN cord-028444-bl9ahsxk 123 8 early early JJ cord-028444-bl9ahsxk 123 9 March March NNP cord-028444-bl9ahsxk 123 10 , , , cord-028444-bl9ahsxk 123 11 the the DT cord-028444-bl9ahsxk 123 12 rate rate NN cord-028444-bl9ahsxk 123 13 and and CC cord-028444-bl9ahsxk 123 14 tempo tempo NN cord-028444-bl9ahsxk 123 15 of of IN cord-028444-bl9ahsxk 123 16 infection infection NN cord-028444-bl9ahsxk 123 17 and and CC cord-028444-bl9ahsxk 123 18 transmission transmission NN cord-028444-bl9ahsxk 123 19 have have VBP cord-028444-bl9ahsxk 123 20 been be VBN cord-028444-bl9ahsxk 123 21 varying vary VBG cord-028444-bl9ahsxk 123 22 and and CC cord-028444-bl9ahsxk 123 23 moderate moderate JJ cord-028444-bl9ahsxk 123 24 as as IN cord-028444-bl9ahsxk 123 25 compared compare VBN cord-028444-bl9ahsxk 123 26 to to IN cord-028444-bl9ahsxk 123 27 the the DT cord-028444-bl9ahsxk 123 28 global global JJ cord-028444-bl9ahsxk 123 29 trend trend NN cord-028444-bl9ahsxk 123 30 . . . cord-028444-bl9ahsxk 124 1 In in IN cord-028444-bl9ahsxk 124 2 the the DT cord-028444-bl9ahsxk 124 3 early early JJ cord-028444-bl9ahsxk 124 4 times time NNS cord-028444-bl9ahsxk 124 5 of of IN cord-028444-bl9ahsxk 124 6 mass mass NN cord-028444-bl9ahsxk 124 7 testing testing NN cord-028444-bl9ahsxk 124 8 , , , cord-028444-bl9ahsxk 124 9 periods period NNS cord-028444-bl9ahsxk 124 10 between between IN cord-028444-bl9ahsxk 124 11 the the DT cord-028444-bl9ahsxk 124 12 first first JJ cord-028444-bl9ahsxk 124 13 recorded record VBN cord-028444-bl9ahsxk 124 14 case case NN cord-028444-bl9ahsxk 124 15 to to IN cord-028444-bl9ahsxk 124 16 31st 31st NN cord-028444-bl9ahsxk 124 17 of of IN cord-028444-bl9ahsxk 124 18 March March NNP cord-028444-bl9ahsxk 124 19 saw see VBD cord-028444-bl9ahsxk 124 20 the the DT cord-028444-bl9ahsxk 124 21 number number NN cord-028444-bl9ahsxk 124 22 of of IN cord-028444-bl9ahsxk 124 23 infected infected JJ cord-028444-bl9ahsxk 124 24 cases case NNS cord-028444-bl9ahsxk 124 25 rising rise VBG cord-028444-bl9ahsxk 124 26 from from IN cord-028444-bl9ahsxk 124 27 21 21 CD cord-028444-bl9ahsxk 124 28 to to IN cord-028444-bl9ahsxk 124 29 161 161 CD cord-028444-bl9ahsxk 124 30 ( ( -LRB- cord-028444-bl9ahsxk 124 31 about about RB cord-028444-bl9ahsxk 124 32 666.7 666.7 CD cord-028444-bl9ahsxk 124 33 % % NN cord-028444-bl9ahsxk 124 34 increase increase NN cord-028444-bl9ahsxk 124 35 ) ) -RRB- cord-028444-bl9ahsxk 124 36 . . . cord-028444-bl9ahsxk 125 1 Subsequently subsequently RB cord-028444-bl9ahsxk 125 2 , , , cord-028444-bl9ahsxk 125 3 the the DT cord-028444-bl9ahsxk 125 4 rate rate NN cord-028444-bl9ahsxk 125 5 of of IN cord-028444-bl9ahsxk 125 6 release release NN cord-028444-bl9ahsxk 125 7 of of IN cord-028444-bl9ahsxk 125 8 information information NN cord-028444-bl9ahsxk 125 9 on on IN cord-028444-bl9ahsxk 125 10 infection infection NN cord-028444-bl9ahsxk 125 11 affects affect VBZ cord-028444-bl9ahsxk 125 12 the the DT cord-028444-bl9ahsxk 125 13 rate rate NN cord-028444-bl9ahsxk 125 14 of of IN cord-028444-bl9ahsxk 125 15 infection infection NN cord-028444-bl9ahsxk 125 16 . . . cord-028444-bl9ahsxk 126 1 Based base VBN cord-028444-bl9ahsxk 126 2 on on IN cord-028444-bl9ahsxk 126 3 that that DT cord-028444-bl9ahsxk 126 4 , , , cord-028444-bl9ahsxk 126 5 the the DT cord-028444-bl9ahsxk 126 6 rate rate NN cord-028444-bl9ahsxk 126 7 has have VBZ cord-028444-bl9ahsxk 126 8 been be VBN cord-028444-bl9ahsxk 126 9 erratic erratic JJ cord-028444-bl9ahsxk 126 10 as as IN cord-028444-bl9ahsxk 126 11 , , , cord-028444-bl9ahsxk 126 12 Table table NN cord-028444-bl9ahsxk 126 13 1 1 CD cord-028444-bl9ahsxk 126 14 reveals reveal VBZ cord-028444-bl9ahsxk 126 15 . . . cord-028444-bl9ahsxk 127 1 Nonetheless nonetheless RB cord-028444-bl9ahsxk 127 2 , , , cord-028444-bl9ahsxk 127 3 the the DT cord-028444-bl9ahsxk 127 4 aggregate aggregate JJ cord-028444-bl9ahsxk 127 5 infection infection NN cord-028444-bl9ahsxk 127 6 rate rate NN cord-028444-bl9ahsxk 127 7 per per IN cord-028444-bl9ahsxk 127 8 the the DT cord-028444-bl9ahsxk 127 9 number number NN cord-028444-bl9ahsxk 127 10 of of IN cord-028444-bl9ahsxk 127 11 tests test NNS cord-028444-bl9ahsxk 127 12 ( ( -LRB- cord-028444-bl9ahsxk 127 13 general general JJ cord-028444-bl9ahsxk 127 14 surveillance surveillance NN cord-028444-bl9ahsxk 127 15 , , , cord-028444-bl9ahsxk 127 16 enhanced enhance VBN cord-028444-bl9ahsxk 127 17 contact contact NN cord-028444-bl9ahsxk 127 18 tracing tracing NN cord-028444-bl9ahsxk 127 19 , , , cord-028444-bl9ahsxk 127 20 and and CC cord-028444-bl9ahsxk 127 21 quarantined quarantine VBN cord-028444-bl9ahsxk 127 22 cases case NNS cord-028444-bl9ahsxk 127 23 at at IN cord-028444-bl9ahsxk 127 24 Tamale Tamale NNP cord-028444-bl9ahsxk 127 25 and and CC cord-028444-bl9ahsxk 127 26 Accra Accra NNP cord-028444-bl9ahsxk 127 27 ) ) -RRB- cord-028444-bl9ahsxk 127 28 carried carry VBD cord-028444-bl9ahsxk 127 29 out out RP cord-028444-bl9ahsxk 127 30 from from IN cord-028444-bl9ahsxk 127 31 March March NNP cord-028444-bl9ahsxk 127 32 to to IN cord-028444-bl9ahsxk 127 33 May May NNP cord-028444-bl9ahsxk 127 34 2020 2020 CD cord-028444-bl9ahsxk 127 35 totaling total VBG cord-028444-bl9ahsxk 127 36 186,948 186,948 CD cord-028444-bl9ahsxk 127 37 persons person NNS cord-028444-bl9ahsxk 127 38 , , , cord-028444-bl9ahsxk 127 39 was be VBD cord-028444-bl9ahsxk 127 40 3.34 3.34 CD cord-028444-bl9ahsxk 127 41 % % NN cord-028444-bl9ahsxk 128 1 ( ( -LRB- cord-028444-bl9ahsxk 128 2 Ghana Ghana NNP cord-028444-bl9ahsxk 128 3 Statistical Statistical NNP cord-028444-bl9ahsxk 128 4 Service Service NNP cord-028444-bl9ahsxk 128 5 2020 2020 CD cord-028444-bl9ahsxk 128 6 ) ) -RRB- cord-028444-bl9ahsxk 128 7 . . . cord-028444-bl9ahsxk 129 1 Comparing compare VBG cord-028444-bl9ahsxk 129 2 Ghana Ghana NNP cord-028444-bl9ahsxk 129 3 's 's POS cord-028444-bl9ahsxk 129 4 population population NN cord-028444-bl9ahsxk 129 5 and and CC cord-028444-bl9ahsxk 129 6 confirmed confirm VBN cord-028444-bl9ahsxk 129 7 cases case NNS cord-028444-bl9ahsxk 129 8 , , , cord-028444-bl9ahsxk 129 9 it -PRON- PRP cord-028444-bl9ahsxk 129 10 can can MD cord-028444-bl9ahsxk 129 11 be be VB cord-028444-bl9ahsxk 129 12 deduced deduce VBN cord-028444-bl9ahsxk 129 13 that that IN cord-028444-bl9ahsxk 129 14 , , , cord-028444-bl9ahsxk 129 15 0.021 0.021 CD cord-028444-bl9ahsxk 129 16 % % NN cord-028444-bl9ahsxk 129 17 of of IN cord-028444-bl9ahsxk 129 18 the the DT cord-028444-bl9ahsxk 129 19 Ghana Ghana NNP cord-028444-bl9ahsxk 129 20 's 's POS cord-028444-bl9ahsxk 129 21 population population NN cord-028444-bl9ahsxk 129 22 has have VBZ cord-028444-bl9ahsxk 129 23 been be VBN cord-028444-bl9ahsxk 129 24 affected affect VBN cord-028444-bl9ahsxk 129 25 by by IN cord-028444-bl9ahsxk 129 26 the the DT cord-028444-bl9ahsxk 129 27 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 129 28 . . . cord-028444-bl9ahsxk 130 1 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 130 2 induced induce VBN cord-028444-bl9ahsxk 130 3 deaths death NNS cord-028444-bl9ahsxk 130 4 in in IN cord-028444-bl9ahsxk 130 5 Ghana Ghana NNP cord-028444-bl9ahsxk 130 6 and and CC cord-028444-bl9ahsxk 130 7 rate rate NN cord-028444-bl9ahsxk 130 8 is be VBZ cord-028444-bl9ahsxk 130 9 very very RB cord-028444-bl9ahsxk 130 10 low low JJ cord-028444-bl9ahsxk 130 11 as as IN cord-028444-bl9ahsxk 130 12 compared compare VBN cord-028444-bl9ahsxk 130 13 to to IN cord-028444-bl9ahsxk 130 14 other other JJ cord-028444-bl9ahsxk 130 15 regions region NNS cord-028444-bl9ahsxk 130 16 . . . cord-028444-bl9ahsxk 131 1 From from IN cord-028444-bl9ahsxk 131 2 11th 11th JJ cord-028444-bl9ahsxk 131 3 March March NNP cord-028444-bl9ahsxk 131 4 to to IN cord-028444-bl9ahsxk 131 5 20th 20th JJ cord-028444-bl9ahsxk 131 6 May May NNP cord-028444-bl9ahsxk 131 7 2020 2020 CD cord-028444-bl9ahsxk 131 8 , , , cord-028444-bl9ahsxk 131 9 Ghana Ghana NNP cord-028444-bl9ahsxk 131 10 had have VBD cord-028444-bl9ahsxk 131 11 recorded record VBN cord-028444-bl9ahsxk 131 12 31 31 CD cord-028444-bl9ahsxk 131 13 deaths death NNS cord-028444-bl9ahsxk 131 14 attributed attribute VBN cord-028444-bl9ahsxk 131 15 to to IN cord-028444-bl9ahsxk 131 16 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 131 17 . . . cord-028444-bl9ahsxk 132 1 The the DT cord-028444-bl9ahsxk 132 2 rate rate NN cord-028444-bl9ahsxk 132 3 of of IN cord-028444-bl9ahsxk 132 4 increase increase NN cord-028444-bl9ahsxk 132 5 for for IN cord-028444-bl9ahsxk 132 6 cases case NNS cord-028444-bl9ahsxk 132 7 has have VBZ cord-028444-bl9ahsxk 132 8 been be VBN cord-028444-bl9ahsxk 132 9 varying vary VBG cord-028444-bl9ahsxk 132 10 over over IN cord-028444-bl9ahsxk 132 11 the the DT cord-028444-bl9ahsxk 132 12 period period NN cord-028444-bl9ahsxk 132 13 and and CC cord-028444-bl9ahsxk 132 14 it -PRON- PRP cord-028444-bl9ahsxk 132 15 is be VBZ cord-028444-bl9ahsxk 132 16 based base VBN cord-028444-bl9ahsxk 132 17 on on IN cord-028444-bl9ahsxk 132 18 the the DT cord-028444-bl9ahsxk 132 19 release release NN cord-028444-bl9ahsxk 132 20 of of IN cord-028444-bl9ahsxk 132 21 information information NN cord-028444-bl9ahsxk 132 22 on on IN cord-028444-bl9ahsxk 132 23 infection infection NN cord-028444-bl9ahsxk 132 24 by by IN cord-028444-bl9ahsxk 132 25 the the DT cord-028444-bl9ahsxk 132 26 appropriate appropriate JJ cord-028444-bl9ahsxk 132 27 ministries ministry NNS cord-028444-bl9ahsxk 132 28 . . . cord-028444-bl9ahsxk 133 1 Nonetheless nonetheless RB cord-028444-bl9ahsxk 133 2 , , , cord-028444-bl9ahsxk 133 3 the the DT cord-028444-bl9ahsxk 133 4 aggregate aggregate JJ cord-028444-bl9ahsxk 133 5 deaths death NNS cord-028444-bl9ahsxk 133 6 are be VBP cord-028444-bl9ahsxk 133 7 about about RB cord-028444-bl9ahsxk 133 8 0.5 0.5 CD cord-028444-bl9ahsxk 133 9 % % NN cord-028444-bl9ahsxk 133 10 of of IN cord-028444-bl9ahsxk 133 11 the the DT cord-028444-bl9ahsxk 133 12 reported report VBN cord-028444-bl9ahsxk 133 13 cases case NNS cord-028444-bl9ahsxk 133 14 , , , cord-028444-bl9ahsxk 133 15 which which WDT cord-028444-bl9ahsxk 133 16 is be VBZ cord-028444-bl9ahsxk 133 17 far far RB cord-028444-bl9ahsxk 133 18 less less JJR cord-028444-bl9ahsxk 133 19 than than IN cord-028444-bl9ahsxk 133 20 that that DT cord-028444-bl9ahsxk 133 21 of of IN cord-028444-bl9ahsxk 133 22 China China NNP cord-028444-bl9ahsxk 133 23 ( ( -LRB- cord-028444-bl9ahsxk 133 24 5.49 5.49 CD cord-028444-bl9ahsxk 133 25 % % NN cord-028444-bl9ahsxk 133 26 ) ) -RRB- cord-028444-bl9ahsxk 133 27 , , , cord-028444-bl9ahsxk 133 28 USA USA NNP cord-028444-bl9ahsxk 133 29 ( ( -LRB- cord-028444-bl9ahsxk 133 30 6.01 6.01 CD cord-028444-bl9ahsxk 133 31 % % NN cord-028444-bl9ahsxk 133 32 ) ) -RRB- cord-028444-bl9ahsxk 133 33 , , , cord-028444-bl9ahsxk 133 34 and and CC cord-028444-bl9ahsxk 133 35 the the DT cord-028444-bl9ahsxk 133 36 globe globe NN cord-028444-bl9ahsxk 133 37 , , , cord-028444-bl9ahsxk 133 38 which which WDT cord-028444-bl9ahsxk 133 39 stands stand VBZ cord-028444-bl9ahsxk 133 40 at at IN cord-028444-bl9ahsxk 133 41 6.64 6.64 CD cord-028444-bl9ahsxk 133 42 % % NN cord-028444-bl9ahsxk 133 43 . . . cord-028444-bl9ahsxk 134 1 This this DT cord-028444-bl9ahsxk 134 2 in in IN cord-028444-bl9ahsxk 134 3 a a DT cord-028444-bl9ahsxk 134 4 wider wide JJR cord-028444-bl9ahsxk 134 5 array array NN cord-028444-bl9ahsxk 134 6 corroborates corroborate VBZ cord-028444-bl9ahsxk 134 7 the the DT cord-028444-bl9ahsxk 134 8 mild mild JJ cord-028444-bl9ahsxk 134 9 impact impact NN cord-028444-bl9ahsxk 134 10 of of IN cord-028444-bl9ahsxk 134 11 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 134 12 in in IN cord-028444-bl9ahsxk 134 13 Africa Africa NNP cord-028444-bl9ahsxk 134 14 . . . cord-028444-bl9ahsxk 135 1 as as IN cord-028444-bl9ahsxk 135 2 asserted assert VBN cord-028444-bl9ahsxk 135 3 by by IN cord-028444-bl9ahsxk 135 4 some some DT cord-028444-bl9ahsxk 135 5 studies study NNS cord-028444-bl9ahsxk 135 6 ( ( -LRB- cord-028444-bl9ahsxk 135 7 The the DT cord-028444-bl9ahsxk 135 8 Economist Economist NNP cord-028444-bl9ahsxk 135 9 2020 2020 CD cord-028444-bl9ahsxk 135 10 ) ) -RRB- cord-028444-bl9ahsxk 135 11 . . . cord-028444-bl9ahsxk 136 1 Explanatorily Explanatorily NNP cord-028444-bl9ahsxk 136 2 , , , cord-028444-bl9ahsxk 136 3 recorded record VBN cord-028444-bl9ahsxk 136 4 cases case NNS cord-028444-bl9ahsxk 136 5 were be VBD cord-028444-bl9ahsxk 136 6 as as IN cord-028444-bl9ahsxk 136 7 a a DT cord-028444-bl9ahsxk 136 8 result result NN cord-028444-bl9ahsxk 136 9 of of IN cord-028444-bl9ahsxk 136 10 underlying underlie VBG cord-028444-bl9ahsxk 136 11 health health NN cord-028444-bl9ahsxk 136 12 and and CC cord-028444-bl9ahsxk 136 13 comorbidity comorbidity NN cord-028444-bl9ahsxk 136 14 conditions condition NNS cord-028444-bl9ahsxk 136 15 ( ( -LRB- cord-028444-bl9ahsxk 136 16 such such JJ cord-028444-bl9ahsxk 136 17 as as IN cord-028444-bl9ahsxk 136 18 hypertension hypertension NN cord-028444-bl9ahsxk 136 19 , , , cord-028444-bl9ahsxk 136 20 anemia anemia NN cord-028444-bl9ahsxk 136 21 , , , cord-028444-bl9ahsxk 136 22 tuberculosis tuberculosis NN cord-028444-bl9ahsxk 136 23 , , , cord-028444-bl9ahsxk 136 24 diabetes diabete VBZ cord-028444-bl9ahsxk 136 25 mellitus mellitus NN cord-028444-bl9ahsxk 136 26 , , , cord-028444-bl9ahsxk 136 27 etc etc FW cord-028444-bl9ahsxk 136 28 . . . cord-028444-bl9ahsxk 136 29 ) ) -RRB- cord-028444-bl9ahsxk 137 1 with with IN cord-028444-bl9ahsxk 137 2 about about RB cord-028444-bl9ahsxk 137 3 10 10 CD cord-028444-bl9ahsxk 137 4 % % NN cord-028444-bl9ahsxk 137 5 being be VBG cord-028444-bl9ahsxk 137 6 a a DT cord-028444-bl9ahsxk 137 7 person person NN cord-028444-bl9ahsxk 137 8 without without IN cord-028444-bl9ahsxk 137 9 any any DT cord-028444-bl9ahsxk 137 10 underlying underlying JJ cord-028444-bl9ahsxk 137 11 health health NN cord-028444-bl9ahsxk 137 12 conditions condition NNS cord-028444-bl9ahsxk 137 13 . . . cord-028444-bl9ahsxk 138 1 A a DT cord-028444-bl9ahsxk 138 2 major major JJ cord-028444-bl9ahsxk 138 3 proportion proportion NN cord-028444-bl9ahsxk 138 4 is be VBZ cord-028444-bl9ahsxk 138 5 aged age VBN cord-028444-bl9ahsxk 138 6 with with IN cord-028444-bl9ahsxk 138 7 few few JJ cord-028444-bl9ahsxk 138 8 accounts account NNS cord-028444-bl9ahsxk 138 9 of of IN cord-028444-bl9ahsxk 138 10 younger young JJR cord-028444-bl9ahsxk 138 11 age age NN cord-028444-bl9ahsxk 138 12 as as RB cord-028444-bl9ahsxk 138 13 low low JJ cord-028444-bl9ahsxk 138 14 as as IN cord-028444-bl9ahsxk 138 15 9 9 CD cord-028444-bl9ahsxk 138 16 years year NNS cord-028444-bl9ahsxk 138 17 and and CC cord-028444-bl9ahsxk 138 18 the the DT cord-028444-bl9ahsxk 138 19 highest high JJS cord-028444-bl9ahsxk 138 20 being be VBG cord-028444-bl9ahsxk 138 21 81 81 CD cord-028444-bl9ahsxk 138 22 years year NNS cord-028444-bl9ahsxk 138 23 ( ( -LRB- cord-028444-bl9ahsxk 138 24 Ghana Ghana NNP cord-028444-bl9ahsxk 138 25 Health Health NNP cord-028444-bl9ahsxk 138 26 Service Service NNP cord-028444-bl9ahsxk 138 27 2020 2020 CD cord-028444-bl9ahsxk 138 28 ) ) -RRB- cord-028444-bl9ahsxk 138 29 . . . cord-028444-bl9ahsxk 139 1 Recoveries recovery NNS cord-028444-bl9ahsxk 139 2 increase increase VBP cord-028444-bl9ahsxk 139 3 astronomically astronomically RB cord-028444-bl9ahsxk 139 4 hovering hover VBG cord-028444-bl9ahsxk 139 5 around around IN cord-028444-bl9ahsxk 139 6 1898 1898 CD cord-028444-bl9ahsxk 139 7 persons person NNS cord-028444-bl9ahsxk 139 8 as as IN cord-028444-bl9ahsxk 139 9 of of IN cord-028444-bl9ahsxk 140 1 20th 20th JJ cord-028444-bl9ahsxk 140 2 May. May NNP cord-028444-bl9ahsxk 140 3 Geographically geographically RB cord-028444-bl9ahsxk 140 4 , , , cord-028444-bl9ahsxk 140 5 the the DT cord-028444-bl9ahsxk 140 6 spread spread NN cord-028444-bl9ahsxk 140 7 of of IN cord-028444-bl9ahsxk 140 8 the the DT cord-028444-bl9ahsxk 140 9 pandemic pandemic NN cord-028444-bl9ahsxk 140 10 in in IN cord-028444-bl9ahsxk 140 11 Ghana Ghana NNP cord-028444-bl9ahsxk 140 12 has have VBZ cord-028444-bl9ahsxk 140 13 spatial spatial JJ cord-028444-bl9ahsxk 140 14 connotations connotation NNS cord-028444-bl9ahsxk 140 15 . . . cord-028444-bl9ahsxk 141 1 From from IN cord-028444-bl9ahsxk 141 2 the the DT cord-028444-bl9ahsxk 141 3 Table table NN cord-028444-bl9ahsxk 141 4 2 2 CD cord-028444-bl9ahsxk 141 5 two two CD cord-028444-bl9ahsxk 141 6 major major JJ cord-028444-bl9ahsxk 141 7 urban urban JJ cord-028444-bl9ahsxk 141 8 areas area NNS cord-028444-bl9ahsxk 141 9 , , , cord-028444-bl9ahsxk 141 10 Kumasi Kumasi NNP cord-028444-bl9ahsxk 141 11 and and CC cord-028444-bl9ahsxk 141 12 Accra Accra NNP cord-028444-bl9ahsxk 141 13 , , , cord-028444-bl9ahsxk 141 14 and and CC cord-028444-bl9ahsxk 141 15 by by IN cord-028444-bl9ahsxk 141 16 far far RB cord-028444-bl9ahsxk 141 17 , , , cord-028444-bl9ahsxk 141 18 Ashanti Ashanti NNP cord-028444-bl9ahsxk 141 19 and and CC cord-028444-bl9ahsxk 141 20 Greater Greater NNP cord-028444-bl9ahsxk 141 21 Accra Accra NNP cord-028444-bl9ahsxk 141 22 Regions Regions NNPS cord-028444-bl9ahsxk 141 23 , , , cord-028444-bl9ahsxk 141 24 have have VBP cord-028444-bl9ahsxk 141 25 greatly greatly RB cord-028444-bl9ahsxk 141 26 affected affect VBN cord-028444-bl9ahsxk 141 27 and and CC cord-028444-bl9ahsxk 141 28 recorded record VBD cord-028444-bl9ahsxk 141 29 higher high JJR cord-028444-bl9ahsxk 141 30 figures figure NNS cord-028444-bl9ahsxk 141 31 . . . cord-028444-bl9ahsxk 142 1 Ashanti Ashanti NNP cord-028444-bl9ahsxk 142 2 and and CC cord-028444-bl9ahsxk 142 3 Greater Greater NNP cord-028444-bl9ahsxk 142 4 Accra Accra NNP cord-028444-bl9ahsxk 142 5 regions region NNS cord-028444-bl9ahsxk 142 6 have have VBP cord-028444-bl9ahsxk 142 7 accumulated accumulate VBN cord-028444-bl9ahsxk 142 8 88.94 88.94 CD cord-028444-bl9ahsxk 142 9 % % NN cord-028444-bl9ahsxk 143 1 ( ( -LRB- cord-028444-bl9ahsxk 143 2 Greater Greater NNP cord-028444-bl9ahsxk 143 3 Accra-74.41 Accra-74.41 NNP cord-028444-bl9ahsxk 143 4 % % NN cord-028444-bl9ahsxk 143 5 , , , cord-028444-bl9ahsxk 143 6 Ashanti-14.53 ashanti-14.53 NN cord-028444-bl9ahsxk 143 7 % % NN cord-028444-bl9ahsxk 143 8 ) ) -RRB- cord-028444-bl9ahsxk 143 9 of of IN cord-028444-bl9ahsxk 143 10 the the DT cord-028444-bl9ahsxk 143 11 reported report VBN cord-028444-bl9ahsxk 143 12 cases case NNS cord-028444-bl9ahsxk 143 13 The the DT cord-028444-bl9ahsxk 143 14 third third RB cord-028444-bl9ahsxk 143 15 highest high JJS cord-028444-bl9ahsxk 143 16 hit hit NN cord-028444-bl9ahsxk 143 17 region region NN cord-028444-bl9ahsxk 143 18 makes make VBZ cord-028444-bl9ahsxk 143 19 up up RP cord-028444-bl9ahsxk 143 20 just just RB cord-028444-bl9ahsxk 143 21 4.23 4.23 CD cord-028444-bl9ahsxk 143 22 % % NN cord-028444-bl9ahsxk 143 23 of of IN cord-028444-bl9ahsxk 143 24 the the DT cord-028444-bl9ahsxk 143 25 confirmed confirm VBN cord-028444-bl9ahsxk 143 26 cases case NNS cord-028444-bl9ahsxk 143 27 . . . cord-028444-bl9ahsxk 144 1 Comparing compare VBG cord-028444-bl9ahsxk 144 2 population population NN cord-028444-bl9ahsxk 144 3 distribution distribution NN cord-028444-bl9ahsxk 144 4 and and CC cord-028444-bl9ahsxk 144 5 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 144 6 cases case NNS cord-028444-bl9ahsxk 144 7 ( ( -LRB- cord-028444-bl9ahsxk 144 8 Fig Fig NNP cord-028444-bl9ahsxk 144 9 . . . cord-028444-bl9ahsxk 144 10 5 5 CD cord-028444-bl9ahsxk 144 11 ) ) -RRB- cord-028444-bl9ahsxk 144 12 , , , cord-028444-bl9ahsxk 144 13 there there EX cord-028444-bl9ahsxk 144 14 is be VBZ cord-028444-bl9ahsxk 144 15 seemingly seemingly RB cord-028444-bl9ahsxk 144 16 a a DT cord-028444-bl9ahsxk 144 17 link link NN cord-028444-bl9ahsxk 144 18 in in IN cord-028444-bl9ahsxk 144 19 infection infection NN cord-028444-bl9ahsxk 144 20 trends trend NNS cord-028444-bl9ahsxk 144 21 and and CC cord-028444-bl9ahsxk 144 22 the the DT cord-028444-bl9ahsxk 144 23 regional regional JJ cord-028444-bl9ahsxk 144 24 level level NN cord-028444-bl9ahsxk 144 25 of of IN cord-028444-bl9ahsxk 144 26 Ghana Ghana NNP cord-028444-bl9ahsxk 144 27 's 's POS cord-028444-bl9ahsxk 144 28 population population NN cord-028444-bl9ahsxk 144 29 distribution distribution NN cord-028444-bl9ahsxk 144 30 .. .. . cord-028444-bl9ahsxk 145 1 Ghana Ghana NNP cord-028444-bl9ahsxk 145 2 is be VBZ cord-028444-bl9ahsxk 145 3 populous populous JJ cord-028444-bl9ahsxk 145 4 in in IN cord-028444-bl9ahsxk 145 5 the the DT cord-028444-bl9ahsxk 145 6 southern southern JJ cord-028444-bl9ahsxk 145 7 part part NN cord-028444-bl9ahsxk 145 8 of of IN cord-028444-bl9ahsxk 145 9 the the DT cord-028444-bl9ahsxk 145 10 Country Country NNP cord-028444-bl9ahsxk 145 11 owing owe VBG cord-028444-bl9ahsxk 145 12 to to IN cord-028444-bl9ahsxk 145 13 the the DT cord-028444-bl9ahsxk 145 14 trend trend NN cord-028444-bl9ahsxk 145 15 of of IN cord-028444-bl9ahsxk 145 16 development development NN cord-028444-bl9ahsxk 145 17 . . . cord-028444-bl9ahsxk 146 1 On on IN cord-028444-bl9ahsxk 146 2 aggregate aggregate NN cord-028444-bl9ahsxk 146 3 , , , cord-028444-bl9ahsxk 146 4 areas area NNS cord-028444-bl9ahsxk 146 5 such such JJ cord-028444-bl9ahsxk 146 6 as as IN cord-028444-bl9ahsxk 146 7 Greater Greater NNP cord-028444-bl9ahsxk 146 8 Accra Accra NNP cord-028444-bl9ahsxk 146 9 , , , cord-028444-bl9ahsxk 146 10 Ashanti Ashanti NNP cord-028444-bl9ahsxk 146 11 , , , cord-028444-bl9ahsxk 146 12 and and CC cord-028444-bl9ahsxk 146 13 Northern northern JJ cord-028444-bl9ahsxk 146 14 regions region NNS cord-028444-bl9ahsxk 146 15 are be VBP cord-028444-bl9ahsxk 146 16 the the DT cord-028444-bl9ahsxk 146 17 most most RBS cord-028444-bl9ahsxk 146 18 populous populous JJ cord-028444-bl9ahsxk 146 19 . . . cord-028444-bl9ahsxk 147 1 Also also RB cord-028444-bl9ahsxk 147 2 , , , cord-028444-bl9ahsxk 147 3 Western western JJ cord-028444-bl9ahsxk 147 4 , , , cord-028444-bl9ahsxk 147 5 Central central JJ cord-028444-bl9ahsxk 147 6 , , , cord-028444-bl9ahsxk 147 7 Eastern Eastern NNP cord-028444-bl9ahsxk 147 8 , , , cord-028444-bl9ahsxk 147 9 Volta Volta NNP cord-028444-bl9ahsxk 147 10 , , , cord-028444-bl9ahsxk 147 11 and and CC cord-028444-bl9ahsxk 147 12 the the DT cord-028444-bl9ahsxk 147 13 upper upper NNP cord-028444-bl9ahsxk 147 14 east east NNP cord-028444-bl9ahsxk 147 15 are be VBP cord-028444-bl9ahsxk 147 16 second second RB cord-028444-bl9ahsxk 147 17 - - HYPH cord-028444-bl9ahsxk 147 18 most most RBS cord-028444-bl9ahsxk 147 19 populous populous JJ cord-028444-bl9ahsxk 147 20 regions region NNS cord-028444-bl9ahsxk 147 21 . . . cord-028444-bl9ahsxk 148 1 These these DT cord-028444-bl9ahsxk 148 2 are be VBP cord-028444-bl9ahsxk 148 3 followed follow VBN cord-028444-bl9ahsxk 148 4 by by IN cord-028444-bl9ahsxk 148 5 Ahafo Ahafo NNP cord-028444-bl9ahsxk 148 6 , , , cord-028444-bl9ahsxk 148 7 Oti Oti NNP cord-028444-bl9ahsxk 148 8 , , , cord-028444-bl9ahsxk 148 9 and and CC cord-028444-bl9ahsxk 148 10 Upper Upper NNP cord-028444-bl9ahsxk 148 11 West West NNP cord-028444-bl9ahsxk 148 12 regions region NNS cord-028444-bl9ahsxk 148 13 . . . cord-028444-bl9ahsxk 149 1 The the DT cord-028444-bl9ahsxk 149 2 least least JJS cord-028444-bl9ahsxk 149 3 populous populous JJ cord-028444-bl9ahsxk 149 4 regions region NNS cord-028444-bl9ahsxk 149 5 are be VBP cord-028444-bl9ahsxk 149 6 Bono Bono NNP cord-028444-bl9ahsxk 149 7 East East NNP cord-028444-bl9ahsxk 149 8 , , , cord-028444-bl9ahsxk 149 9 Savannah Savannah NNP cord-028444-bl9ahsxk 149 10 , , , cord-028444-bl9ahsxk 149 11 and and CC cord-028444-bl9ahsxk 149 12 North North NNP cord-028444-bl9ahsxk 149 13 East East NNP cord-028444-bl9ahsxk 149 14 . . . cord-028444-bl9ahsxk 150 1 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 150 2 cases case NNS cord-028444-bl9ahsxk 150 3 reveal reveal VBP cord-028444-bl9ahsxk 150 4 a a DT cord-028444-bl9ahsxk 150 5 similar similar JJ cord-028444-bl9ahsxk 150 6 trend trend NN cord-028444-bl9ahsxk 150 7 . . . cord-028444-bl9ahsxk 151 1 It -PRON- PRP cord-028444-bl9ahsxk 151 2 can can MD cord-028444-bl9ahsxk 151 3 be be VB cord-028444-bl9ahsxk 151 4 deduced deduce VBN cord-028444-bl9ahsxk 151 5 from from IN cord-028444-bl9ahsxk 151 6 Fig Fig NNP cord-028444-bl9ahsxk 151 7 . . . cord-028444-bl9ahsxk 152 1 5 5 LS cord-028444-bl9ahsxk 152 2 , , , cord-028444-bl9ahsxk 152 3 that that IN cord-028444-bl9ahsxk 152 4 the the DT cord-028444-bl9ahsxk 152 5 impact impact NN cord-028444-bl9ahsxk 152 6 of of IN cord-028444-bl9ahsxk 152 7 the the DT cord-028444-bl9ahsxk 152 8 infection infection NN cord-028444-bl9ahsxk 152 9 is be VBZ cord-028444-bl9ahsxk 152 10 felt feel VBN cord-028444-bl9ahsxk 152 11 at at IN cord-028444-bl9ahsxk 152 12 populous populous JJ cord-028444-bl9ahsxk 152 13 areas area NNS cord-028444-bl9ahsxk 152 14 in in IN cord-028444-bl9ahsxk 152 15 the the DT cord-028444-bl9ahsxk 152 16 Country Country NNP cord-028444-bl9ahsxk 152 17 . . . cord-028444-bl9ahsxk 153 1 At at IN cord-028444-bl9ahsxk 153 2 a a DT cord-028444-bl9ahsxk 153 3 glance glance NN cord-028444-bl9ahsxk 153 4 , , , cord-028444-bl9ahsxk 153 5 the the DT cord-028444-bl9ahsxk 153 6 Greater Greater NNP cord-028444-bl9ahsxk 153 7 Accra Accra NNP cord-028444-bl9ahsxk 153 8 and and CC cord-028444-bl9ahsxk 153 9 Ashanti Ashanti NNP cord-028444-bl9ahsxk 153 10 region region NN cord-028444-bl9ahsxk 153 11 has have VBZ cord-028444-bl9ahsxk 153 12 recorded record VBN cord-028444-bl9ahsxk 153 13 many many JJ cord-028444-bl9ahsxk 153 14 cases case NNS cord-028444-bl9ahsxk 153 15 , , , cord-028444-bl9ahsxk 153 16 which which WDT cord-028444-bl9ahsxk 153 17 have have VBP cord-028444-bl9ahsxk 153 18 transcended transcend VBN cord-028444-bl9ahsxk 153 19 to to IN cord-028444-bl9ahsxk 153 20 the the DT cord-028444-bl9ahsxk 153 21 Central central JJ cord-028444-bl9ahsxk 153 22 and and CC cord-028444-bl9ahsxk 153 23 Eastern Eastern NNP cord-028444-bl9ahsxk 153 24 Regions Regions NNPS cord-028444-bl9ahsxk 153 25 . . . cord-028444-bl9ahsxk 154 1 Again again RB cord-028444-bl9ahsxk 154 2 , , , cord-028444-bl9ahsxk 154 3 relatively relatively RB cord-028444-bl9ahsxk 154 4 fewer few JJR cord-028444-bl9ahsxk 154 5 cases case NNS cord-028444-bl9ahsxk 154 6 have have VBP cord-028444-bl9ahsxk 154 7 been be VBN cord-028444-bl9ahsxk 154 8 recorded record VBN cord-028444-bl9ahsxk 154 9 in in IN cord-028444-bl9ahsxk 154 10 the the DT cord-028444-bl9ahsxk 154 11 other other JJ cord-028444-bl9ahsxk 154 12 regions region NNS cord-028444-bl9ahsxk 154 13 except except IN cord-028444-bl9ahsxk 154 14 for for IN cord-028444-bl9ahsxk 154 15 Bono Bono NNP cord-028444-bl9ahsxk 154 16 East East NNP cord-028444-bl9ahsxk 154 17 , , , cord-028444-bl9ahsxk 154 18 Ahafo Ahafo NNP cord-028444-bl9ahsxk 154 19 , , , cord-028444-bl9ahsxk 154 20 and and CC cord-028444-bl9ahsxk 154 21 Savannah Savannah NNP cord-028444-bl9ahsxk 154 22 regions region NNS cord-028444-bl9ahsxk 154 23 with with IN cord-028444-bl9ahsxk 154 24 no no DT cord-028444-bl9ahsxk 154 25 cases case NNS cord-028444-bl9ahsxk 154 26 as as IN cord-028444-bl9ahsxk 154 27 of of IN cord-028444-bl9ahsxk 154 28 20th 20th JJ cord-028444-bl9ahsxk 154 29 May May NNP cord-028444-bl9ahsxk 154 30 2020 2020 CD cord-028444-bl9ahsxk 154 31 . . . cord-028444-bl9ahsxk 155 1 The the DT cord-028444-bl9ahsxk 155 2 situation situation NN cord-028444-bl9ahsxk 155 3 and and CC cord-028444-bl9ahsxk 155 4 trends trend NNS cord-028444-bl9ahsxk 155 5 of of IN cord-028444-bl9ahsxk 155 6 infection infection NN cord-028444-bl9ahsxk 155 7 can can MD cord-028444-bl9ahsxk 155 8 be be VB cord-028444-bl9ahsxk 155 9 associated associate VBN cord-028444-bl9ahsxk 155 10 with with IN cord-028444-bl9ahsxk 155 11 high high JJ cord-028444-bl9ahsxk 155 12 dense dense JJ cord-028444-bl9ahsxk 155 13 , , , cord-028444-bl9ahsxk 155 14 intense intense JJ cord-028444-bl9ahsxk 155 15 market market NN cord-028444-bl9ahsxk 155 16 activities activity NNS cord-028444-bl9ahsxk 155 17 and and CC cord-028444-bl9ahsxk 155 18 population population NN cord-028444-bl9ahsxk 155 19 concertation concertation NN cord-028444-bl9ahsxk 155 20 in in IN cord-028444-bl9ahsxk 155 21 these these DT cord-028444-bl9ahsxk 155 22 areas area NNS cord-028444-bl9ahsxk 155 23 which which WDT cord-028444-bl9ahsxk 155 24 makes make VBZ cord-028444-bl9ahsxk 155 25 observing observe VBG cord-028444-bl9ahsxk 155 26 social social JJ cord-028444-bl9ahsxk 155 27 / / SYM cord-028444-bl9ahsxk 155 28 physical physical JJ cord-028444-bl9ahsxk 155 29 distancing distancing NN cord-028444-bl9ahsxk 155 30 and and CC cord-028444-bl9ahsxk 155 31 other other JJ cord-028444-bl9ahsxk 155 32 health health NN cord-028444-bl9ahsxk 155 33 protocols protocol NNS cord-028444-bl9ahsxk 155 34 problematic problematic JJ cord-028444-bl9ahsxk 155 35 . . . cord-028444-bl9ahsxk 156 1 At at IN cord-028444-bl9ahsxk 156 2 large large JJ cord-028444-bl9ahsxk 156 3 , , , cord-028444-bl9ahsxk 156 4 corroborates corroborate VBZ cord-028444-bl9ahsxk 156 5 the the DT cord-028444-bl9ahsxk 156 6 findings finding NNS cord-028444-bl9ahsxk 156 7 of of IN cord-028444-bl9ahsxk 156 8 many many JJ cord-028444-bl9ahsxk 156 9 studies study NNS cord-028444-bl9ahsxk 156 10 with with IN cord-028444-bl9ahsxk 156 11 evidence evidence NN cord-028444-bl9ahsxk 156 12 from from IN cord-028444-bl9ahsxk 156 13 China China NNP cord-028444-bl9ahsxk 156 14 ( ( -LRB- cord-028444-bl9ahsxk 156 15 see see VB cord-028444-bl9ahsxk 156 16 Barr Barr NNP cord-028444-bl9ahsxk 156 17 and and CC cord-028444-bl9ahsxk 156 18 Tassier Tassier NNP cord-028444-bl9ahsxk 156 19 2020 2020 CD cord-028444-bl9ahsxk 156 20 ; ; : cord-028444-bl9ahsxk 157 1 Fang Fang NNP cord-028444-bl9ahsxk 157 2 and and CC cord-028444-bl9ahsxk 157 3 Wahba Wahba NNP cord-028444-bl9ahsxk 157 4 2020 2020 CD cord-028444-bl9ahsxk 157 5 ; ; : cord-028444-bl9ahsxk 157 6 Florida Florida NNP cord-028444-bl9ahsxk 157 7 2020 2020 CD cord-028444-bl9ahsxk 157 8 ) ) -RRB- cord-028444-bl9ahsxk 157 9 such such JJ cord-028444-bl9ahsxk 157 10 that that IN cord-028444-bl9ahsxk 157 11 population population NN cord-028444-bl9ahsxk 157 12 concentration concentration NN cord-028444-bl9ahsxk 157 13 areas area NNS cord-028444-bl9ahsxk 157 14 contribute contribute VBP cord-028444-bl9ahsxk 157 15 to to IN cord-028444-bl9ahsxk 157 16 the the DT cord-028444-bl9ahsxk 157 17 spread spread NN cord-028444-bl9ahsxk 157 18 and and CC cord-028444-bl9ahsxk 157 19 intensity intensity NN cord-028444-bl9ahsxk 157 20 of of IN cord-028444-bl9ahsxk 157 21 COVID-19 covid-19 NN cord-028444-bl9ahsxk 157 22 . . . cord-028444-bl9ahsxk 158 1 Prediction prediction NN cord-028444-bl9ahsxk 158 2 of of IN cord-028444-bl9ahsxk 158 3 possible possible JJ cord-028444-bl9ahsxk 158 4 trends trend NNS cord-028444-bl9ahsxk 158 5 and and CC cord-028444-bl9ahsxk 158 6 outcomes outcome NNS cord-028444-bl9ahsxk 158 7 is be VBZ cord-028444-bl9ahsxk 158 8 indispensable indispensable JJ cord-028444-bl9ahsxk 158 9 for for IN cord-028444-bl9ahsxk 158 10 planning planning NN cord-028444-bl9ahsxk 158 11 and and CC cord-028444-bl9ahsxk 158 12 to to TO cord-028444-bl9ahsxk 158 13 influence influence VB cord-028444-bl9ahsxk 158 14 policy policy NN cord-028444-bl9ahsxk 158 15 direction direction NN cord-028444-bl9ahsxk 158 16 . . . cord-028444-bl9ahsxk 159 1 Therefore therefore RB cord-028444-bl9ahsxk 159 2 , , , cord-028444-bl9ahsxk 159 3 the the DT cord-028444-bl9ahsxk 159 4 research research NN cord-028444-bl9ahsxk 159 5 seeks seek VBZ cord-028444-bl9ahsxk 159 6 to to TO cord-028444-bl9ahsxk 159 7 use use VB cord-028444-bl9ahsxk 159 8 geospatial geospatial JJ cord-028444-bl9ahsxk 159 9 technology technology NN cord-028444-bl9ahsxk 159 10 as as IN cord-028444-bl9ahsxk 159 11 a a DT cord-028444-bl9ahsxk 159 12 tool tool NN cord-028444-bl9ahsxk 159 13 to to TO cord-028444-bl9ahsxk 159 14 predict predict VB cord-028444-bl9ahsxk 159 15 possible possible JJ cord-028444-bl9ahsxk 159 16 spatial spatial JJ cord-028444-bl9ahsxk 159 17 spread spread NN cord-028444-bl9ahsxk 159 18 based base VBN cord-028444-bl9ahsxk 159 19 on on IN cord-028444-bl9ahsxk 159 20 available available JJ cord-028444-bl9ahsxk 159 21 data datum NNS cord-028444-bl9ahsxk 159 22 . . . cord-028444-bl9ahsxk 160 1 The the DT cord-028444-bl9ahsxk 160 2 modeling modeling NN cord-028444-bl9ahsxk 160 3 was be VBD cord-028444-bl9ahsxk 160 4 based base VBN cord-028444-bl9ahsxk 160 5 on on IN cord-028444-bl9ahsxk 160 6 current current JJ cord-028444-bl9ahsxk 160 7 COVID-19 covid-19 CD cord-028444-bl9ahsxk 160 8 cases case NNS cord-028444-bl9ahsxk 160 9 , , , cord-028444-bl9ahsxk 160 10 population population NN cord-028444-bl9ahsxk 160 11 dynamics dynamic NNS cord-028444-bl9ahsxk 160 12 , , , cord-028444-bl9ahsxk 160 13 mobility mobility NN cord-028444-bl9ahsxk 160 14 dynamics dynamic NNS cord-028444-bl9ahsxk 160 15 , , , cord-028444-bl9ahsxk 160 16 and and CC cord-028444-bl9ahsxk 160 17 the the DT cord-028444-bl9ahsxk 160 18 attack attack NN cord-028444-bl9ahsxk 160 19 rate rate NN cord-028444-bl9ahsxk 160 20 . . . cord-028444-bl9ahsxk 161 1 It -PRON- PRP cord-028444-bl9ahsxk 161 2 is be VBZ cord-028444-bl9ahsxk 161 3 envisaged envisage VBN cord-028444-bl9ahsxk 161 4 that that IN cord-028444-bl9ahsxk 161 5 Greater Greater NNP cord-028444-bl9ahsxk 161 6 Accra Accra NNP cord-028444-bl9ahsxk 161 7 and and CC cord-028444-bl9ahsxk 161 8 Ashanti Ashanti NNP cord-028444-bl9ahsxk 161 9 Regions Regions NNPS cord-028444-bl9ahsxk 161 10 with with IN cord-028444-bl9ahsxk 161 11 higher high JJR cord-028444-bl9ahsxk 161 12 attack attack NN cord-028444-bl9ahsxk 161 13 rates rate NNS cord-028444-bl9ahsxk 161 14 will will MD cord-028444-bl9ahsxk 161 15 record record VB cord-028444-bl9ahsxk 161 16 higher high JJR cord-028444-bl9ahsxk 161 17 numbers number NNS cord-028444-bl9ahsxk 161 18 as as IN cord-028444-bl9ahsxk 161 19 compared compare VBN cord-028444-bl9ahsxk 161 20 to to IN cord-028444-bl9ahsxk 161 21 the the DT cord-028444-bl9ahsxk 161 22 other other JJ cord-028444-bl9ahsxk 161 23 regions region NNS cord-028444-bl9ahsxk 161 24 , , , cord-028444-bl9ahsxk 161 25 all all DT cord-028444-bl9ahsxk 161 26 things thing NNS cord-028444-bl9ahsxk 161 27 being be VBG cord-028444-bl9ahsxk 161 28 equal equal JJ cord-028444-bl9ahsxk 161 29 . . . cord-028444-bl9ahsxk 162 1 As as IN cord-028444-bl9ahsxk 162 2 indicated indicate VBN cord-028444-bl9ahsxk 162 3 in in IN cord-028444-bl9ahsxk 162 4 the the DT cord-028444-bl9ahsxk 162 5 previous previous JJ cord-028444-bl9ahsxk 162 6 section section NN cord-028444-bl9ahsxk 162 7 , , , cord-028444-bl9ahsxk 162 8 the the DT cord-028444-bl9ahsxk 162 9 over over IN cord-028444-bl9ahsxk 162 10 30 30 CD cord-028444-bl9ahsxk 162 11 million million CD cord-028444-bl9ahsxk 162 12 population population NN cord-028444-bl9ahsxk 162 13 of of IN cord-028444-bl9ahsxk 162 14 Ghana Ghana NNP cord-028444-bl9ahsxk 162 15 is be VBZ cord-028444-bl9ahsxk 162 16 not not RB cord-028444-bl9ahsxk 162 17 evenly evenly RB cord-028444-bl9ahsxk 162 18 distributed distribute VBN cord-028444-bl9ahsxk 162 19 . . . cord-028444-bl9ahsxk 163 1 The the DT cord-028444-bl9ahsxk 163 2 distribution distribution NN cord-028444-bl9ahsxk 163 3 seen see VBN cord-028444-bl9ahsxk 163 4 spatially spatially RB cord-028444-bl9ahsxk 163 5 to to TO cord-028444-bl9ahsxk 163 6 be be VB cord-028444-bl9ahsxk 163 7 clumped clump VBN cord-028444-bl9ahsxk 163 8 rather rather RB cord-028444-bl9ahsxk 163 9 than than IN cord-028444-bl9ahsxk 163 10 random random JJ cord-028444-bl9ahsxk 163 11 and and CC cord-028444-bl9ahsxk 163 12 influenced influence VBN cord-028444-bl9ahsxk 163 13 by by IN cord-028444-bl9ahsxk 163 14 migration migration NN cord-028444-bl9ahsxk 163 15 issues issue NNS cord-028444-bl9ahsxk 163 16 , , , cord-028444-bl9ahsxk 163 17 causing cause VBG cord-028444-bl9ahsxk 163 18 population population NN cord-028444-bl9ahsxk 163 19 concentration concentration NN cord-028444-bl9ahsxk 163 20 and and CC cord-028444-bl9ahsxk 163 21 higher high JJR cord-028444-bl9ahsxk 163 22 densities density NNS cord-028444-bl9ahsxk 163 23 in in IN cord-028444-bl9ahsxk 163 24 the the DT cord-028444-bl9ahsxk 163 25 southern southern JJ cord-028444-bl9ahsxk 163 26 part part NN cord-028444-bl9ahsxk 163 27 . . . cord-028444-bl9ahsxk 164 1 The the DT cord-028444-bl9ahsxk 164 2 concentration concentration NN cord-028444-bl9ahsxk 164 3 will will MD cord-028444-bl9ahsxk 164 4 lead lead VB cord-028444-bl9ahsxk 164 5 to to IN cord-028444-bl9ahsxk 164 6 further further JJ cord-028444-bl9ahsxk 164 7 infections infection NNS cord-028444-bl9ahsxk 164 8 and and CC cord-028444-bl9ahsxk 164 9 transmission transmission NN cord-028444-bl9ahsxk 164 10 in in IN cord-028444-bl9ahsxk 164 11 the the DT cord-028444-bl9ahsxk 164 12 populous populous JJ cord-028444-bl9ahsxk 164 13 regions region NNS cord-028444-bl9ahsxk 164 14 and and CC cord-028444-bl9ahsxk 164 15 be be VB cord-028444-bl9ahsxk 164 16 transmitted transmit VBN cord-028444-bl9ahsxk 164 17 to to IN cord-028444-bl9ahsxk 164 18 other other JJ cord-028444-bl9ahsxk 164 19 abutted abutted JJ cord-028444-bl9ahsxk 164 20 regions region NNS cord-028444-bl9ahsxk 164 21 ( ( -LRB- cord-028444-bl9ahsxk 164 22 Table table NN cord-028444-bl9ahsxk 164 23 3 3 CD cord-028444-bl9ahsxk 164 24 ) ) -RRB- cord-028444-bl9ahsxk 164 25 . . . cord-028444-bl9ahsxk 165 1 Available available JJ cord-028444-bl9ahsxk 165 2 data datum NNS cord-028444-bl9ahsxk 165 3 collected collect VBN cord-028444-bl9ahsxk 165 4 by by IN cord-028444-bl9ahsxk 165 5 Vodafone Vodafone NNP cord-028444-bl9ahsxk 165 6 Ghana Ghana NNP cord-028444-bl9ahsxk 165 7 ( ( -LRB- cord-028444-bl9ahsxk 165 8 based base VBN cord-028444-bl9ahsxk 165 9 on on IN cord-028444-bl9ahsxk 165 10 origin origin NN cord-028444-bl9ahsxk 165 11 - - HYPH cord-028444-bl9ahsxk 165 12 destination destination NN cord-028444-bl9ahsxk 165 13 matrix matrix NN cord-028444-bl9ahsxk 165 14 -ODM -odm NN cord-028444-bl9ahsxk 165 15 ) ) -RRB- cord-028444-bl9ahsxk 165 16 on on IN cord-028444-bl9ahsxk 165 17 mobility mobility NN cord-028444-bl9ahsxk 165 18 patterns pattern NNS cord-028444-bl9ahsxk 165 19 in in IN cord-028444-bl9ahsxk 165 20 Ghana Ghana NNP cord-028444-bl9ahsxk 165 21 portrayed portray VBD cord-028444-bl9ahsxk 165 22 a a DT cord-028444-bl9ahsxk 165 23 relatively relatively RB cord-028444-bl9ahsxk 165 24 low low JJ cord-028444-bl9ahsxk 165 25 movement movement NN cord-028444-bl9ahsxk 165 26 of of IN cord-028444-bl9ahsxk 165 27 people people NNS cord-028444-bl9ahsxk 165 28 between between IN cord-028444-bl9ahsxk 165 29 regions region NNS cord-028444-bl9ahsxk 165 30 ( ( -LRB- cord-028444-bl9ahsxk 165 31 Fig Fig NNP cord-028444-bl9ahsxk 165 32 . . . cord-028444-bl9ahsxk 165 33 6 6 CD cord-028444-bl9ahsxk 165 34 ) ) -RRB- cord-028444-bl9ahsxk 165 35 . . . cord-028444-bl9ahsxk 166 1 Data datum NNS cord-028444-bl9ahsxk 166 2 collected collect VBN cord-028444-bl9ahsxk 166 3 from from IN cord-028444-bl9ahsxk 166 4 April April NNP cord-028444-bl9ahsxk 166 5 to to IN cord-028444-bl9ahsxk 166 6 May May NNP cord-028444-bl9ahsxk 166 7 2020 2020 CD cord-028444-bl9ahsxk 166 8 based base VBN cord-028444-bl9ahsxk 166 9 on on IN cord-028444-bl9ahsxk 166 10 anonymized anonymize VBN cord-028444-bl9ahsxk 166 11 , , , cord-028444-bl9ahsxk 166 12 aggregated aggregated JJ cord-028444-bl9ahsxk 166 13 data data NN cord-028444-bl9ahsxk 166 14 structure structure NN cord-028444-bl9ahsxk 166 15 and and CC cord-028444-bl9ahsxk 166 16 produced produce VBN cord-028444-bl9ahsxk 166 17 by by IN cord-028444-bl9ahsxk 166 18 the the DT cord-028444-bl9ahsxk 166 19 count count NN cord-028444-bl9ahsxk 166 20 of of IN cord-028444-bl9ahsxk 166 21 subscribers subscriber NNS cord-028444-bl9ahsxk 166 22 ' ' POS cord-028444-bl9ahsxk 166 23 trips trip NNS cord-028444-bl9ahsxk 166 24 between between IN cord-028444-bl9ahsxk 166 25 any any DT cord-028444-bl9ahsxk 166 26 two two CD cord-028444-bl9ahsxk 166 27 localities locality NNS cord-028444-bl9ahsxk 167 1 indicated indicate VBD cord-028444-bl9ahsxk 167 2 a a DT cord-028444-bl9ahsxk 167 3 negative negative JJ cord-028444-bl9ahsxk 167 4 trend trend NN cord-028444-bl9ahsxk 167 5 implying imply VBG cord-028444-bl9ahsxk 167 6 a a DT cord-028444-bl9ahsxk 167 7 reduction reduction NN cord-028444-bl9ahsxk 167 8 in in IN cord-028444-bl9ahsxk 167 9 trips trip NNS cord-028444-bl9ahsxk 167 10 made make VBN cord-028444-bl9ahsxk 167 11 during during IN cord-028444-bl9ahsxk 167 12 this this DT cord-028444-bl9ahsxk 167 13 period period NN cord-028444-bl9ahsxk 167 14 . . . cord-028444-bl9ahsxk 168 1 The the DT cord-028444-bl9ahsxk 168 2 duration duration NN cord-028444-bl9ahsxk 168 3 of of IN cord-028444-bl9ahsxk 168 4 data datum NNS cord-028444-bl9ahsxk 168 5 collected collect VBN cord-028444-bl9ahsxk 168 6 spanned span VBD cord-028444-bl9ahsxk 168 7 from from IN cord-028444-bl9ahsxk 168 8 before before IN cord-028444-bl9ahsxk 168 9 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 168 10 induced induce VBN cord-028444-bl9ahsxk 168 11 restriction restriction NN cord-028444-bl9ahsxk 168 12 was be VBD cord-028444-bl9ahsxk 168 13 imposed impose VBN cord-028444-bl9ahsxk 168 14 in in IN cord-028444-bl9ahsxk 168 15 Ghana Ghana NNP cord-028444-bl9ahsxk 168 16 , , , cord-028444-bl9ahsxk 168 17 during during IN cord-028444-bl9ahsxk 168 18 the the DT cord-028444-bl9ahsxk 168 19 imposition imposition NN cord-028444-bl9ahsxk 168 20 and and CC cord-028444-bl9ahsxk 168 21 some some DT cord-028444-bl9ahsxk 168 22 few few JJ cord-028444-bl9ahsxk 168 23 moments moment NNS cord-028444-bl9ahsxk 168 24 after after IN cord-028444-bl9ahsxk 168 25 the the DT cord-028444-bl9ahsxk 168 26 imposition imposition NN cord-028444-bl9ahsxk 168 27 . . . cord-028444-bl9ahsxk 169 1 Although although IN cord-028444-bl9ahsxk 169 2 these these DT cord-028444-bl9ahsxk 169 3 are be VBP cord-028444-bl9ahsxk 169 4 data datum NNS cord-028444-bl9ahsxk 169 5 on on IN cord-028444-bl9ahsxk 169 6 movement movement NN cord-028444-bl9ahsxk 169 7 , , , cord-028444-bl9ahsxk 169 8 it -PRON- PRP cord-028444-bl9ahsxk 169 9 is be VBZ cord-028444-bl9ahsxk 169 10 invariably invariably RB cord-028444-bl9ahsxk 169 11 associated associate VBN cord-028444-bl9ahsxk 169 12 with with IN cord-028444-bl9ahsxk 169 13 the the DT cord-028444-bl9ahsxk 169 14 possible possible JJ cord-028444-bl9ahsxk 169 15 movement movement NN cord-028444-bl9ahsxk 169 16 of of IN cord-028444-bl9ahsxk 169 17 infected infected JJ cord-028444-bl9ahsxk 169 18 persons person NNS cord-028444-bl9ahsxk 169 19 and and CC cord-028444-bl9ahsxk 169 20 inter inter JJ cord-028444-bl9ahsxk 169 21 - - JJ cord-028444-bl9ahsxk 169 22 regional regional JJ cord-028444-bl9ahsxk 169 23 and and CC cord-028444-bl9ahsxk 169 24 community community NN cord-028444-bl9ahsxk 169 25 spread spread VBD cord-028444-bl9ahsxk 169 26 . . . cord-028444-bl9ahsxk 170 1 Vodafone Vodafone NNP cord-028444-bl9ahsxk 170 2 subscribers subscriber NNS cord-028444-bl9ahsxk 170 3 constitute constitute VBP cord-028444-bl9ahsxk 170 4 about about RB cord-028444-bl9ahsxk 170 5 19 19 CD cord-028444-bl9ahsxk 170 6 % % NN cord-028444-bl9ahsxk 170 7 of of IN cord-028444-bl9ahsxk 170 8 telecommunication telecommunication NN cord-028444-bl9ahsxk 170 9 users user NNS cord-028444-bl9ahsxk 170 10 in in IN cord-028444-bl9ahsxk 170 11 Ghana Ghana NNP cord-028444-bl9ahsxk 170 12 as as IN cord-028444-bl9ahsxk 170 13 of of IN cord-028444-bl9ahsxk 170 14 2019 2019 CD cord-028444-bl9ahsxk 170 15 ( ( -LRB- cord-028444-bl9ahsxk 170 16 Kuuire Kuuire NNP cord-028444-bl9ahsxk 170 17 2019 2019 CD cord-028444-bl9ahsxk 170 18 ) ) -RRB- cord-028444-bl9ahsxk 170 19 . . . cord-028444-bl9ahsxk 171 1 The the DT cord-028444-bl9ahsxk 171 2 data datum NNS cord-028444-bl9ahsxk 171 3 was be VBD cord-028444-bl9ahsxk 171 4 used use VBN cord-028444-bl9ahsxk 171 5 based base VBN cord-028444-bl9ahsxk 171 6 on on IN cord-028444-bl9ahsxk 171 7 its -PRON- PRP$ cord-028444-bl9ahsxk 171 8 availability availability NN cord-028444-bl9ahsxk 171 9 and and CC cord-028444-bl9ahsxk 171 10 the the DT cord-028444-bl9ahsxk 171 11 assumption assumption NN cord-028444-bl9ahsxk 171 12 that that IN cord-028444-bl9ahsxk 171 13 mobility mobility NN cord-028444-bl9ahsxk 171 14 patterns pattern NNS cord-028444-bl9ahsxk 171 15 will will MD cord-028444-bl9ahsxk 171 16 not not RB cord-028444-bl9ahsxk 171 17 differ differ VB cord-028444-bl9ahsxk 171 18 for for IN cord-028444-bl9ahsxk 171 19 other other JJ cord-028444-bl9ahsxk 171 20 telecommunication telecommunication NN cord-028444-bl9ahsxk 171 21 networks network NNS cord-028444-bl9ahsxk 171 22 in in IN cord-028444-bl9ahsxk 171 23 Ghana Ghana NNP cord-028444-bl9ahsxk 171 24 , , , cord-028444-bl9ahsxk 171 25 hence hence RB cord-028444-bl9ahsxk 171 26 , , , cord-028444-bl9ahsxk 171 27 it -PRON- PRP cord-028444-bl9ahsxk 171 28 will will MD cord-028444-bl9ahsxk 171 29 not not RB cord-028444-bl9ahsxk 171 30 affect affect VB cord-028444-bl9ahsxk 171 31 the the DT cord-028444-bl9ahsxk 171 32 outcome outcome NN cord-028444-bl9ahsxk 171 33 of of IN cord-028444-bl9ahsxk 171 34 the the DT cord-028444-bl9ahsxk 171 35 modeling modeling NN cord-028444-bl9ahsxk 171 36 . . . cord-028444-bl9ahsxk 172 1 As as IN cord-028444-bl9ahsxk 172 2 indicated indicate VBN cord-028444-bl9ahsxk 172 3 by by IN cord-028444-bl9ahsxk 172 4 Fig Fig NNP cord-028444-bl9ahsxk 172 5 . . NNP cord-028444-bl9ahsxk 172 6 7 7 CD cord-028444-bl9ahsxk 172 7 areas area NNS cord-028444-bl9ahsxk 172 8 , , , cord-028444-bl9ahsxk 172 9 travelers traveler NNS cord-028444-bl9ahsxk 172 10 from from IN cord-028444-bl9ahsxk 172 11 Accra Accra NNP cord-028444-bl9ahsxk 172 12 ( ( -LRB- cord-028444-bl9ahsxk 172 13 Greater Greater NNP cord-028444-bl9ahsxk 172 14 Accra Accra NNP cord-028444-bl9ahsxk 172 15 region region NN cord-028444-bl9ahsxk 172 16 ) ) -RRB- cord-028444-bl9ahsxk 172 17 , , , cord-028444-bl9ahsxk 172 18 the the DT cord-028444-bl9ahsxk 172 19 first first JJ cord-028444-bl9ahsxk 172 20 order order NN cord-028444-bl9ahsxk 172 21 and and CC cord-028444-bl9ahsxk 172 22 populous populous JJ cord-028444-bl9ahsxk 172 23 region region NN cord-028444-bl9ahsxk 172 24 disproportionately disproportionately RB cord-028444-bl9ahsxk 172 25 moved move VBD cord-028444-bl9ahsxk 172 26 to to IN cord-028444-bl9ahsxk 172 27 central central JJ cord-028444-bl9ahsxk 172 28 and and CC cord-028444-bl9ahsxk 172 29 eastern eastern JJ cord-028444-bl9ahsxk 172 30 region region NN cord-028444-bl9ahsxk 172 31 . . . cord-028444-bl9ahsxk 173 1 These these DT cord-028444-bl9ahsxk 173 2 are be VBP cord-028444-bl9ahsxk 173 3 followed follow VBN cord-028444-bl9ahsxk 173 4 by by IN cord-028444-bl9ahsxk 173 5 regions region NNS cord-028444-bl9ahsxk 173 6 such such JJ cord-028444-bl9ahsxk 173 7 as as IN cord-028444-bl9ahsxk 173 8 Ashanti Ashanti NNP cord-028444-bl9ahsxk 173 9 , , , cord-028444-bl9ahsxk 173 10 Upper Upper NNP cord-028444-bl9ahsxk 173 11 West West NNP cord-028444-bl9ahsxk 173 12 , , , cord-028444-bl9ahsxk 173 13 and and CC cord-028444-bl9ahsxk 173 14 Western Western NNP cord-028444-bl9ahsxk 173 15 Regions Regions NNPS cord-028444-bl9ahsxk 173 16 . . . cord-028444-bl9ahsxk 174 1 Relatively relatively RB cord-028444-bl9ahsxk 174 2 , , , cord-028444-bl9ahsxk 174 3 lesser less JJR cord-028444-bl9ahsxk 174 4 trips trip NNS cord-028444-bl9ahsxk 174 5 and and CC cord-028444-bl9ahsxk 174 6 movements movement NNS cord-028444-bl9ahsxk 174 7 were be VBD cord-028444-bl9ahsxk 174 8 recorded record VBN cord-028444-bl9ahsxk 174 9 in in IN cord-028444-bl9ahsxk 174 10 the the DT cord-028444-bl9ahsxk 174 11 Savannah Savannah NNP cord-028444-bl9ahsxk 174 12 , , , cord-028444-bl9ahsxk 174 13 Oti Oti NNP cord-028444-bl9ahsxk 174 14 , , , cord-028444-bl9ahsxk 174 15 and and CC cord-028444-bl9ahsxk 174 16 Northern Northern NNP cord-028444-bl9ahsxk 174 17 Regions Regions NNPS cord-028444-bl9ahsxk 174 18 . . . cord-028444-bl9ahsxk 175 1 The the DT cord-028444-bl9ahsxk 175 2 trend trend NN cord-028444-bl9ahsxk 175 3 for for IN cord-028444-bl9ahsxk 175 4 the the DT cord-028444-bl9ahsxk 175 5 Ashanti Ashanti NNP cord-028444-bl9ahsxk 175 6 region region NN cord-028444-bl9ahsxk 175 7 presents present VBZ cord-028444-bl9ahsxk 175 8 a a DT cord-028444-bl9ahsxk 175 9 no no DT cord-028444-bl9ahsxk 175 10 different different JJ cord-028444-bl9ahsxk 175 11 scenario scenario NN cord-028444-bl9ahsxk 175 12 . . . cord-028444-bl9ahsxk 176 1 People People NNS cord-028444-bl9ahsxk 176 2 's 's POS cord-028444-bl9ahsxk 176 3 movement movement NN cord-028444-bl9ahsxk 176 4 was be VBD cord-028444-bl9ahsxk 176 5 relatively relatively RB cord-028444-bl9ahsxk 176 6 low low JJ cord-028444-bl9ahsxk 176 7 in in IN cord-028444-bl9ahsxk 176 8 the the DT cord-028444-bl9ahsxk 176 9 lockdown lockdown NN cord-028444-bl9ahsxk 176 10 moment moment NN cord-028444-bl9ahsxk 176 11 and and CC cord-028444-bl9ahsxk 176 12 during during IN cord-028444-bl9ahsxk 176 13 the the DT cord-028444-bl9ahsxk 176 14 lockdown lockdown NN cord-028444-bl9ahsxk 176 15 but but CC cord-028444-bl9ahsxk 176 16 relatively relatively RB cord-028444-bl9ahsxk 176 17 increased increased JJ cord-028444-bl9ahsxk 176 18 times time NNS cord-028444-bl9ahsxk 176 19 after after IN cord-028444-bl9ahsxk 176 20 the the DT cord-028444-bl9ahsxk 176 21 lockdown lockdown NN cord-028444-bl9ahsxk 176 22 . . . cord-028444-bl9ahsxk 177 1 There there EX cord-028444-bl9ahsxk 177 2 was be VBD cord-028444-bl9ahsxk 177 3 a a DT cord-028444-bl9ahsxk 177 4 comparatively comparatively RB cord-028444-bl9ahsxk 177 5 fair fair JJ cord-028444-bl9ahsxk 177 6 distribution distribution NN cord-028444-bl9ahsxk 177 7 of of IN cord-028444-bl9ahsxk 177 8 movement movement NN cord-028444-bl9ahsxk 177 9 from from IN cord-028444-bl9ahsxk 177 10 the the DT cord-028444-bl9ahsxk 177 11 Ashanti Ashanti NNP cord-028444-bl9ahsxk 177 12 Region Region NNP cord-028444-bl9ahsxk 177 13 to to IN cord-028444-bl9ahsxk 177 14 other other JJ cord-028444-bl9ahsxk 177 15 regions region NNS cord-028444-bl9ahsxk 177 16 . . . cord-028444-bl9ahsxk 178 1 Indicatively indicatively RB cord-028444-bl9ahsxk 178 2 , , , cord-028444-bl9ahsxk 178 3 from from IN cord-028444-bl9ahsxk 178 4 Fig Fig NNP cord-028444-bl9ahsxk 178 5 . . . cord-028444-bl9ahsxk 179 1 8 8 CD cord-028444-bl9ahsxk 179 2 , , , cord-028444-bl9ahsxk 179 3 the the DT cord-028444-bl9ahsxk 179 4 majority majority NN cord-028444-bl9ahsxk 179 5 of of IN cord-028444-bl9ahsxk 179 6 trips trip NNS cord-028444-bl9ahsxk 179 7 were be VBD cord-028444-bl9ahsxk 179 8 made make VBN cord-028444-bl9ahsxk 179 9 to to IN cord-028444-bl9ahsxk 179 10 the the DT cord-028444-bl9ahsxk 179 11 Greater Greater NNP cord-028444-bl9ahsxk 179 12 Accra Accra NNP cord-028444-bl9ahsxk 179 13 and and CC cord-028444-bl9ahsxk 179 14 Central Central NNP cord-028444-bl9ahsxk 179 15 Regions Regions NNPS cord-028444-bl9ahsxk 179 16 after after IN cord-028444-bl9ahsxk 179 17 the the DT cord-028444-bl9ahsxk 179 18 lockdown lockdown NN cord-028444-bl9ahsxk 179 19 . . . cord-028444-bl9ahsxk 180 1 These these DT cord-028444-bl9ahsxk 180 2 are be VBP cord-028444-bl9ahsxk 180 3 followed follow VBN cord-028444-bl9ahsxk 180 4 by by IN cord-028444-bl9ahsxk 180 5 Bono Bono NNP cord-028444-bl9ahsxk 180 6 East East NNP cord-028444-bl9ahsxk 180 7 , , , cord-028444-bl9ahsxk 180 8 Eastern Eastern NNP cord-028444-bl9ahsxk 180 9 , , , cord-028444-bl9ahsxk 180 10 and and CC cord-028444-bl9ahsxk 180 11 Ahafo Ahafo NNP cord-028444-bl9ahsxk 180 12 Regions Regions NNPS cord-028444-bl9ahsxk 180 13 . . . cord-028444-bl9ahsxk 181 1 Regions region NNS cord-028444-bl9ahsxk 181 2 recording record VBG cord-028444-bl9ahsxk 181 3 the the DT cord-028444-bl9ahsxk 181 4 least least JJS cord-028444-bl9ahsxk 181 5 movement movement NN cord-028444-bl9ahsxk 181 6 of of IN cord-028444-bl9ahsxk 181 7 people people NNS cord-028444-bl9ahsxk 181 8 after after IN cord-028444-bl9ahsxk 181 9 the the DT cord-028444-bl9ahsxk 181 10 lockdown lockdown NN cord-028444-bl9ahsxk 181 11 included include VBD cord-028444-bl9ahsxk 181 12 Volta Volta NNP cord-028444-bl9ahsxk 181 13 , , , cord-028444-bl9ahsxk 181 14 Savannah Savannah NNP cord-028444-bl9ahsxk 181 15 , , , cord-028444-bl9ahsxk 181 16 and and CC cord-028444-bl9ahsxk 181 17 Northern Northern NNP cord-028444-bl9ahsxk 181 18 Regions Regions NNPS cord-028444-bl9ahsxk 181 19 . . . cord-028444-bl9ahsxk 182 1 Overall overall RB cord-028444-bl9ahsxk 182 2 , , , cord-028444-bl9ahsxk 182 3 aggregate aggregate JJ cord-028444-bl9ahsxk 182 4 data datum NNS cord-028444-bl9ahsxk 182 5 on on IN cord-028444-bl9ahsxk 182 6 mobility mobility NN cord-028444-bl9ahsxk 182 7 ( ( -LRB- cord-028444-bl9ahsxk 182 8 Fig Fig NNP cord-028444-bl9ahsxk 182 9 . . . cord-028444-bl9ahsxk 182 10 9 9 CD cord-028444-bl9ahsxk 182 11 ) ) -RRB- cord-028444-bl9ahsxk 182 12 shows show VBZ cord-028444-bl9ahsxk 182 13 a a DT cord-028444-bl9ahsxk 182 14 concentrated concentrated JJ cord-028444-bl9ahsxk 182 15 movement movement NN cord-028444-bl9ahsxk 182 16 in in IN cord-028444-bl9ahsxk 182 17 the the DT cord-028444-bl9ahsxk 182 18 southern southern JJ cord-028444-bl9ahsxk 182 19 part part NN cord-028444-bl9ahsxk 182 20 of of IN cord-028444-bl9ahsxk 182 21 the the DT cord-028444-bl9ahsxk 182 22 country country NN cord-028444-bl9ahsxk 182 23 with with IN cord-028444-bl9ahsxk 182 24 intensity intensity NN cord-028444-bl9ahsxk 182 25 spreading spread VBG cord-028444-bl9ahsxk 182 26 to to IN cord-028444-bl9ahsxk 182 27 the the DT cord-028444-bl9ahsxk 182 28 other other JJ cord-028444-bl9ahsxk 182 29 regions region NNS cord-028444-bl9ahsxk 182 30 . . . cord-028444-bl9ahsxk 183 1 The the DT cord-028444-bl9ahsxk 183 2 trend trend NN cord-028444-bl9ahsxk 183 3 will will MD cord-028444-bl9ahsxk 183 4 be be VB cord-028444-bl9ahsxk 183 5 influenced influence VBN cord-028444-bl9ahsxk 183 6 by by IN cord-028444-bl9ahsxk 183 7 migration migration NN cord-028444-bl9ahsxk 183 8 issues issue NNS cord-028444-bl9ahsxk 183 9 to to IN cord-028444-bl9ahsxk 183 10 and and CC cord-028444-bl9ahsxk 183 11 from from IN cord-028444-bl9ahsxk 183 12 the the DT cord-028444-bl9ahsxk 183 13 infected infected JJ cord-028444-bl9ahsxk 183 14 regions region NNS cord-028444-bl9ahsxk 183 15 . . . cord-028444-bl9ahsxk 184 1 From from IN cord-028444-bl9ahsxk 184 2 the the DT cord-028444-bl9ahsxk 184 3 above above RB cord-028444-bl9ahsxk 184 4 - - HYPH cord-028444-bl9ahsxk 184 5 mentioned mention VBN cord-028444-bl9ahsxk 184 6 , , , cord-028444-bl9ahsxk 184 7 the the DT cord-028444-bl9ahsxk 184 8 trend trend NN cord-028444-bl9ahsxk 184 9 of of IN cord-028444-bl9ahsxk 184 10 the the DT cord-028444-bl9ahsxk 184 11 infections infection NNS cord-028444-bl9ahsxk 184 12 can can MD cord-028444-bl9ahsxk 184 13 be be VB cord-028444-bl9ahsxk 184 14 modeled model VBN cord-028444-bl9ahsxk 184 15 in in IN cord-028444-bl9ahsxk 184 16 Ghana Ghana NNP cord-028444-bl9ahsxk 184 17 . . . cord-028444-bl9ahsxk 185 1 From from IN cord-028444-bl9ahsxk 185 2 Fig Fig NNP cord-028444-bl9ahsxk 185 3 . . . cord-028444-bl9ahsxk 186 1 10 10 CD cord-028444-bl9ahsxk 186 2 , , , cord-028444-bl9ahsxk 186 3 the the DT cord-028444-bl9ahsxk 186 4 Inverse Inverse NNP cord-028444-bl9ahsxk 186 5 Distance Distance NNP cord-028444-bl9ahsxk 186 6 Weighted weighted JJ cord-028444-bl9ahsxk 186 7 interpolation interpolation NN cord-028444-bl9ahsxk 186 8 reveals reveal VBZ cord-028444-bl9ahsxk 186 9 a a DT cord-028444-bl9ahsxk 186 10 much much JJ cord-028444-bl9ahsxk 186 11 concentration concentration NN cord-028444-bl9ahsxk 186 12 of of IN cord-028444-bl9ahsxk 186 13 cases case NNS cord-028444-bl9ahsxk 186 14 in in IN cord-028444-bl9ahsxk 186 15 the the DT cord-028444-bl9ahsxk 186 16 southern southern JJ cord-028444-bl9ahsxk 186 17 part part NN cord-028444-bl9ahsxk 186 18 of of IN cord-028444-bl9ahsxk 186 19 Ghana Ghana NNP cord-028444-bl9ahsxk 186 20 . . . cord-028444-bl9ahsxk 187 1 Greater great JJR cord-028444-bl9ahsxk 187 2 Accra Accra NNP cord-028444-bl9ahsxk 187 3 and and CC cord-028444-bl9ahsxk 187 4 Ashanti Ashanti NNP cord-028444-bl9ahsxk 187 5 Regions Regions NNPS cord-028444-bl9ahsxk 187 6 remain remain VBP cord-028444-bl9ahsxk 187 7 hot hot JJ cord-028444-bl9ahsxk 187 8 spots spot NNS cord-028444-bl9ahsxk 187 9 for for IN cord-028444-bl9ahsxk 187 10 the the DT cord-028444-bl9ahsxk 187 11 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 187 12 Cases Cases NNPS cord-028444-bl9ahsxk 187 13 , , , cord-028444-bl9ahsxk 187 14 which which WDT cord-028444-bl9ahsxk 187 15 will will MD cord-028444-bl9ahsxk 187 16 gradually gradually RB cord-028444-bl9ahsxk 187 17 extend extend VB cord-028444-bl9ahsxk 187 18 to to IN cord-028444-bl9ahsxk 187 19 Eastern Eastern NNP cord-028444-bl9ahsxk 187 20 , , , cord-028444-bl9ahsxk 187 21 Central Central NNP cord-028444-bl9ahsxk 187 22 , , , cord-028444-bl9ahsxk 187 23 and and CC cord-028444-bl9ahsxk 187 24 Volta Volta NNP cord-028444-bl9ahsxk 187 25 Regions Regions NNPS cord-028444-bl9ahsxk 187 26 as as RB cord-028444-bl9ahsxk 187 27 well well RB cord-028444-bl9ahsxk 187 28 as as IN cord-028444-bl9ahsxk 187 29 the the DT cord-028444-bl9ahsxk 187 30 upper upper JJ cord-028444-bl9ahsxk 187 31 part part NN cord-028444-bl9ahsxk 187 32 of of IN cord-028444-bl9ahsxk 187 33 the the DT cord-028444-bl9ahsxk 187 34 country country NN cord-028444-bl9ahsxk 187 35 . . . cord-028444-bl9ahsxk 188 1 Additionally additionally RB cord-028444-bl9ahsxk 188 2 , , , cord-028444-bl9ahsxk 188 3 a a DT cord-028444-bl9ahsxk 188 4 modeled model VBN cord-028444-bl9ahsxk 188 5 trend trend NN cord-028444-bl9ahsxk 188 6 with with IN cord-028444-bl9ahsxk 188 7 the the DT cord-028444-bl9ahsxk 188 8 Universal Universal NNP cord-028444-bl9ahsxk 188 9 Kriging Kriging NNP cord-028444-bl9ahsxk 188 10 Interpolation Interpolation NNP cord-028444-bl9ahsxk 188 11 reveals reveal VBZ cord-028444-bl9ahsxk 188 12 future future JJ cord-028444-bl9ahsxk 188 13 occurrences occurrence NNS cord-028444-bl9ahsxk 188 14 in in IN cord-028444-bl9ahsxk 188 15 the the DT cord-028444-bl9ahsxk 188 16 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 188 17 cases case NNS cord-028444-bl9ahsxk 188 18 of of IN cord-028444-bl9ahsxk 188 19 Ghana Ghana NNP cord-028444-bl9ahsxk 188 20 categorized categorize VBN cord-028444-bl9ahsxk 188 21 into into IN cord-028444-bl9ahsxk 188 22 mainly mainly RB cord-028444-bl9ahsxk 188 23 into into IN cord-028444-bl9ahsxk 188 24 five five CD cord-028444-bl9ahsxk 188 25 . . . cord-028444-bl9ahsxk 189 1 These these DT cord-028444-bl9ahsxk 189 2 are be VBP cord-028444-bl9ahsxk 189 3 the the DT cord-028444-bl9ahsxk 189 4 highest high JJS cord-028444-bl9ahsxk 189 5 risk risk NN cord-028444-bl9ahsxk 189 6 areas area NNS cord-028444-bl9ahsxk 189 7 , , , cord-028444-bl9ahsxk 189 8 higher high JJR cord-028444-bl9ahsxk 189 9 risk risk NN cord-028444-bl9ahsxk 189 10 , , , cord-028444-bl9ahsxk 189 11 high high JJ cord-028444-bl9ahsxk 189 12 risk risk NN cord-028444-bl9ahsxk 189 13 , , , cord-028444-bl9ahsxk 189 14 low low JJ cord-028444-bl9ahsxk 189 15 risk risk NN cord-028444-bl9ahsxk 189 16 , , , cord-028444-bl9ahsxk 189 17 and and CC cord-028444-bl9ahsxk 189 18 lower low JJR cord-028444-bl9ahsxk 189 19 risk risk NN cord-028444-bl9ahsxk 189 20 areas area NNS cord-028444-bl9ahsxk 189 21 . . . cord-028444-bl9ahsxk 190 1 Greater great JJR cord-028444-bl9ahsxk 190 2 Accra Accra NNP cord-028444-bl9ahsxk 190 3 , , , cord-028444-bl9ahsxk 190 4 Volta Volta NNP cord-028444-bl9ahsxk 190 5 , , , cord-028444-bl9ahsxk 190 6 Central central JJ cord-028444-bl9ahsxk 190 7 , , , cord-028444-bl9ahsxk 190 8 Eastern eastern JJ cord-028444-bl9ahsxk 190 9 regions region NNS cord-028444-bl9ahsxk 190 10 , , , cord-028444-bl9ahsxk 190 11 and and CC cord-028444-bl9ahsxk 190 12 some some DT cord-028444-bl9ahsxk 190 13 part part NN cord-028444-bl9ahsxk 190 14 of of IN cord-028444-bl9ahsxk 190 15 Western western JJ cord-028444-bl9ahsxk 190 16 region region NN cord-028444-bl9ahsxk 190 17 lies lie VBZ cord-028444-bl9ahsxk 190 18 in in IN cord-028444-bl9ahsxk 190 19 the the DT cord-028444-bl9ahsxk 190 20 highest high JJS cord-028444-bl9ahsxk 190 21 risk risk NN cord-028444-bl9ahsxk 190 22 zone zone NN cord-028444-bl9ahsxk 190 23 . . . cord-028444-bl9ahsxk 191 1 The the DT cord-028444-bl9ahsxk 191 2 higher high JJR cord-028444-bl9ahsxk 191 3 risk risk NN cord-028444-bl9ahsxk 191 4 areas area NNS cord-028444-bl9ahsxk 191 5 comprise comprise VBP cord-028444-bl9ahsxk 191 6 Oti Oti NNP cord-028444-bl9ahsxk 191 7 , , , cord-028444-bl9ahsxk 191 8 Ashanti Ashanti NNP cord-028444-bl9ahsxk 191 9 , , , cord-028444-bl9ahsxk 191 10 Western Western NNP cord-028444-bl9ahsxk 191 11 , , , cord-028444-bl9ahsxk 191 12 and and CC cord-028444-bl9ahsxk 191 13 some some DT cord-028444-bl9ahsxk 191 14 part part NN cord-028444-bl9ahsxk 191 15 of of IN cord-028444-bl9ahsxk 191 16 Bono Bono NNP cord-028444-bl9ahsxk 191 17 East East NNP cord-028444-bl9ahsxk 191 18 regions region NNS cord-028444-bl9ahsxk 191 19 . . . cord-028444-bl9ahsxk 192 1 Also also RB cord-028444-bl9ahsxk 192 2 , , , cord-028444-bl9ahsxk 192 3 the the DT cord-028444-bl9ahsxk 192 4 high high JJ cord-028444-bl9ahsxk 192 5 - - HYPH cord-028444-bl9ahsxk 192 6 risk risk NN cord-028444-bl9ahsxk 192 7 areas area NNS cord-028444-bl9ahsxk 192 8 include include VBP cord-028444-bl9ahsxk 192 9 Western Western NNP cord-028444-bl9ahsxk 192 10 North North NNP cord-028444-bl9ahsxk 192 11 , , , cord-028444-bl9ahsxk 192 12 Bono Bono NNP cord-028444-bl9ahsxk 192 13 , , , cord-028444-bl9ahsxk 192 14 Ahafo Ahafo NNP cord-028444-bl9ahsxk 192 15 , , , cord-028444-bl9ahsxk 192 16 Bono Bono NNP cord-028444-bl9ahsxk 192 17 East East NNP cord-028444-bl9ahsxk 192 18 , , , cord-028444-bl9ahsxk 192 19 and and CC cord-028444-bl9ahsxk 192 20 some some DT cord-028444-bl9ahsxk 192 21 parts part NNS cord-028444-bl9ahsxk 192 22 of of IN cord-028444-bl9ahsxk 192 23 Northern Northern NNP cord-028444-bl9ahsxk 192 24 Regions Regions NNPS cord-028444-bl9ahsxk 192 25 . . . cord-028444-bl9ahsxk 193 1 Savannah Savannah NNP cord-028444-bl9ahsxk 193 2 and and CC cord-028444-bl9ahsxk 193 3 Northern northern JJ cord-028444-bl9ahsxk 193 4 regions region NNS cord-028444-bl9ahsxk 193 5 constitute constitute VBP cord-028444-bl9ahsxk 193 6 the the DT cord-028444-bl9ahsxk 193 7 low low JJ cord-028444-bl9ahsxk 193 8 - - HYPH cord-028444-bl9ahsxk 193 9 risk risk NN cord-028444-bl9ahsxk 193 10 areas area NNS cord-028444-bl9ahsxk 193 11 with with IN cord-028444-bl9ahsxk 193 12 the the DT cord-028444-bl9ahsxk 193 13 lower low JJR cord-028444-bl9ahsxk 193 14 risk risk NN cord-028444-bl9ahsxk 193 15 areas area NNS cord-028444-bl9ahsxk 193 16 being be VBG cord-028444-bl9ahsxk 193 17 North North NNP cord-028444-bl9ahsxk 193 18 East East NNP cord-028444-bl9ahsxk 193 19 , , , cord-028444-bl9ahsxk 193 20 Upper Upper NNP cord-028444-bl9ahsxk 193 21 West West NNP cord-028444-bl9ahsxk 193 22 , , , cord-028444-bl9ahsxk 193 23 and and CC cord-028444-bl9ahsxk 193 24 Upper Upper NNP cord-028444-bl9ahsxk 193 25 East East NNP cord-028444-bl9ahsxk 193 26 regions region NNS cord-028444-bl9ahsxk 193 27 . . . cord-028444-bl9ahsxk 194 1 The the DT cord-028444-bl9ahsxk 194 2 study study NN cord-028444-bl9ahsxk 194 3 was be VBD cord-028444-bl9ahsxk 194 4 set set VBN cord-028444-bl9ahsxk 194 5 to to TO cord-028444-bl9ahsxk 194 6 tackle tackle VB cord-028444-bl9ahsxk 194 7 three three CD cord-028444-bl9ahsxk 194 8 primary primary JJ cord-028444-bl9ahsxk 194 9 objectives objective NNS cord-028444-bl9ahsxk 194 10 , , , cord-028444-bl9ahsxk 194 11 thus thus RB cord-028444-bl9ahsxk 194 12 , , , cord-028444-bl9ahsxk 194 13 highlighting highlight VBG cord-028444-bl9ahsxk 194 14 the the DT cord-028444-bl9ahsxk 194 15 application application NN cord-028444-bl9ahsxk 194 16 of of IN cord-028444-bl9ahsxk 194 17 geospatial geospatial JJ cord-028444-bl9ahsxk 194 18 technologies technology NNS cord-028444-bl9ahsxk 194 19 in in IN cord-028444-bl9ahsxk 194 20 the the DT cord-028444-bl9ahsxk 194 21 fight fight NN cord-028444-bl9ahsxk 194 22 against against IN cord-028444-bl9ahsxk 194 23 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 194 24 , , , cord-028444-bl9ahsxk 194 25 present present JJ cord-028444-bl9ahsxk 194 26 data datum NNS cord-028444-bl9ahsxk 194 27 and and CC cord-028444-bl9ahsxk 194 28 trends trend NNS cord-028444-bl9ahsxk 194 29 , , , cord-028444-bl9ahsxk 194 30 and and CC cord-028444-bl9ahsxk 194 31 modeling modeling NN cord-028444-bl9ahsxk 194 32 of of IN cord-028444-bl9ahsxk 194 33 the the DT cord-028444-bl9ahsxk 194 34 possible possible JJ cord-028444-bl9ahsxk 194 35 future future JJ cord-028444-bl9ahsxk 194 36 trend trend NN cord-028444-bl9ahsxk 194 37 in in IN cord-028444-bl9ahsxk 194 38 the the DT cord-028444-bl9ahsxk 194 39 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 194 40 cases case NNS cord-028444-bl9ahsxk 194 41 in in IN cord-028444-bl9ahsxk 194 42 Ghana Ghana NNP cord-028444-bl9ahsxk 194 43 . . . cord-028444-bl9ahsxk 195 1 The the DT cord-028444-bl9ahsxk 195 2 study study NN cord-028444-bl9ahsxk 195 3 revealed reveal VBD cord-028444-bl9ahsxk 195 4 that that IN cord-028444-bl9ahsxk 195 5 geospatial geospatial JJ cord-028444-bl9ahsxk 195 6 technologies technology NNS cord-028444-bl9ahsxk 195 7 are be VBP cord-028444-bl9ahsxk 195 8 applicable applicable JJ cord-028444-bl9ahsxk 195 9 in in IN cord-028444-bl9ahsxk 195 10 the the DT cord-028444-bl9ahsxk 195 11 fight fight NN cord-028444-bl9ahsxk 195 12 against against IN cord-028444-bl9ahsxk 195 13 the the DT cord-028444-bl9ahsxk 195 14 global global JJ cord-028444-bl9ahsxk 195 15 pandemic pandemic NN cord-028444-bl9ahsxk 195 16 . . . cord-028444-bl9ahsxk 196 1 Many many JJ cord-028444-bl9ahsxk 196 2 GIS GIS NNP cord-028444-bl9ahsxk 196 3 and and CC cord-028444-bl9ahsxk 196 4 Remote Remote NNP cord-028444-bl9ahsxk 196 5 Sensing Sensing NNP cord-028444-bl9ahsxk 196 6 tools tool NNS cord-028444-bl9ahsxk 196 7 have have VBP cord-028444-bl9ahsxk 196 8 been be VBN cord-028444-bl9ahsxk 196 9 used use VBN cord-028444-bl9ahsxk 196 10 in in IN cord-028444-bl9ahsxk 196 11 various various JJ cord-028444-bl9ahsxk 196 12 endeavors endeavor NNS cord-028444-bl9ahsxk 196 13 , , , cord-028444-bl9ahsxk 196 14 all all DT cord-028444-bl9ahsxk 196 15 of of IN cord-028444-bl9ahsxk 196 16 which which WDT cord-028444-bl9ahsxk 196 17 contribute contribute VBP cord-028444-bl9ahsxk 196 18 to to IN cord-028444-bl9ahsxk 196 19 efforts effort NNS cord-028444-bl9ahsxk 196 20 put put VBN cord-028444-bl9ahsxk 196 21 in in IN cord-028444-bl9ahsxk 196 22 place place NN cord-028444-bl9ahsxk 196 23 to to TO cord-028444-bl9ahsxk 196 24 tackle tackle VB cord-028444-bl9ahsxk 196 25 the the DT cord-028444-bl9ahsxk 196 26 pandemic pandemic NN cord-028444-bl9ahsxk 196 27 . . . cord-028444-bl9ahsxk 197 1 Moving move VBG cord-028444-bl9ahsxk 197 2 from from IN cord-028444-bl9ahsxk 197 3 manually manually RB cord-028444-bl9ahsxk 197 4 tracking track VBG cord-028444-bl9ahsxk 197 5 cases case NNS cord-028444-bl9ahsxk 197 6 , , , cord-028444-bl9ahsxk 197 7 many many JJ cord-028444-bl9ahsxk 197 8 countries country NNS cord-028444-bl9ahsxk 197 9 , , , cord-028444-bl9ahsxk 197 10 including include VBG cord-028444-bl9ahsxk 197 11 Ghana Ghana NNP cord-028444-bl9ahsxk 197 12 , , , cord-028444-bl9ahsxk 197 13 have have VBP cord-028444-bl9ahsxk 197 14 resulted result VBN cord-028444-bl9ahsxk 197 15 in in IN cord-028444-bl9ahsxk 197 16 the the DT cord-028444-bl9ahsxk 197 17 use use NN cord-028444-bl9ahsxk 197 18 of of IN cord-028444-bl9ahsxk 197 19 dashboards dashboard NNS cord-028444-bl9ahsxk 197 20 , , , cord-028444-bl9ahsxk 197 21 tracker tracker NN cord-028444-bl9ahsxk 197 22 apps app NNS cord-028444-bl9ahsxk 197 23 , , , cord-028444-bl9ahsxk 197 24 and and CC cord-028444-bl9ahsxk 197 25 uncrewed uncrewed JJ cord-028444-bl9ahsxk 197 26 aerial aerial JJ cord-028444-bl9ahsxk 197 27 vehicles vehicle NNS cord-028444-bl9ahsxk 197 28 to to TO cord-028444-bl9ahsxk 197 29 distribute distribute VB cord-028444-bl9ahsxk 197 30 personal personal JJ cord-028444-bl9ahsxk 197 31 protective protective JJ cord-028444-bl9ahsxk 197 32 equipment equipment NN cord-028444-bl9ahsxk 197 33 ( ( -LRB- cord-028444-bl9ahsxk 197 34 PPEs PPEs NNP cord-028444-bl9ahsxk 197 35 ) ) -RRB- cord-028444-bl9ahsxk 197 36 and and CC cord-028444-bl9ahsxk 197 37 to to TO cord-028444-bl9ahsxk 197 38 enhance enhance VB cord-028444-bl9ahsxk 197 39 testing testing NN cord-028444-bl9ahsxk 197 40 and and CC cord-028444-bl9ahsxk 197 41 trace trace NN cord-028444-bl9ahsxk 197 42 and and CC cord-028444-bl9ahsxk 197 43 treatment treatment NN cord-028444-bl9ahsxk 197 44 of of IN cord-028444-bl9ahsxk 197 45 the the DT cord-028444-bl9ahsxk 197 46 COVID-19 covid-19 NN cord-028444-bl9ahsxk 197 47 . . . cord-028444-bl9ahsxk 198 1 May May NNP cord-028444-bl9ahsxk 198 2 2020 2020 CD cord-028444-bl9ahsxk 198 3 . . . cord-028444-bl9ahsxk 199 1 The the DT cord-028444-bl9ahsxk 199 2 trend trend NN cord-028444-bl9ahsxk 199 3 of of IN cord-028444-bl9ahsxk 199 4 infection infection NN cord-028444-bl9ahsxk 199 5 has have VBZ cord-028444-bl9ahsxk 199 6 been be VBN cord-028444-bl9ahsxk 199 7 likened liken VBN cord-028444-bl9ahsxk 199 8 to to IN cord-028444-bl9ahsxk 199 9 population population NN cord-028444-bl9ahsxk 199 10 concentration concentration NN cord-028444-bl9ahsxk 199 11 corroborating corroborate VBG cord-028444-bl9ahsxk 199 12 the the DT cord-028444-bl9ahsxk 199 13 assertion assertion NN cord-028444-bl9ahsxk 199 14 made make VBN cord-028444-bl9ahsxk 199 15 by by IN cord-028444-bl9ahsxk 199 16 many many JJ cord-028444-bl9ahsxk 199 17 writers writer NNS cord-028444-bl9ahsxk 199 18 . . . cord-028444-bl9ahsxk 200 1 The the DT cord-028444-bl9ahsxk 200 2 tempo tempo NN cord-028444-bl9ahsxk 200 3 and and CC cord-028444-bl9ahsxk 200 4 trend trend NN cord-028444-bl9ahsxk 200 5 of of IN cord-028444-bl9ahsxk 200 6 COVID-19 COVID-19 , cord-028444-bl9ahsxk 200 7 were be VBD cord-028444-bl9ahsxk 200 8 modeled model VBN cord-028444-bl9ahsxk 200 9 using use VBG cord-028444-bl9ahsxk 200 10 Universal Universal NNP cord-028444-bl9ahsxk 200 11 Kriging Kriging NNP cord-028444-bl9ahsxk 200 12 and and CC cord-028444-bl9ahsxk 200 13 Inverse Inverse NNP cord-028444-bl9ahsxk 200 14 Distance Distance NNP cord-028444-bl9ahsxk 200 15 Weighted weight VBN cord-028444-bl9ahsxk 200 16 Interpolation interpolation NN cord-028444-bl9ahsxk 200 17 algorithms algorithm NNS cord-028444-bl9ahsxk 200 18 . . . cord-028444-bl9ahsxk 201 1 The the DT cord-028444-bl9ahsxk 201 2 modeling modeling NN cord-028444-bl9ahsxk 201 3 was be VBD cord-028444-bl9ahsxk 201 4 based base VBN cord-028444-bl9ahsxk 201 5 on on IN cord-028444-bl9ahsxk 201 6 mobility mobility NN cord-028444-bl9ahsxk 201 7 dynamics dynamic NNS cord-028444-bl9ahsxk 201 8 , , , cord-028444-bl9ahsxk 201 9 current current JJ cord-028444-bl9ahsxk 201 10 COVID-19 covid-19 CD cord-028444-bl9ahsxk 201 11 cases case NNS cord-028444-bl9ahsxk 201 12 , , , cord-028444-bl9ahsxk 201 13 population population NN cord-028444-bl9ahsxk 201 14 dynamics dynamic NNS cord-028444-bl9ahsxk 201 15 , , , cord-028444-bl9ahsxk 201 16 and and CC cord-028444-bl9ahsxk 201 17 the the DT cord-028444-bl9ahsxk 201 18 rate rate NN cord-028444-bl9ahsxk 201 19 of of IN cord-028444-bl9ahsxk 201 20 SARS SARS NNP cord-028444-bl9ahsxk 201 21 - - HYPH cord-028444-bl9ahsxk 201 22 CoV2 cov2 NN cord-028444-bl9ahsxk 201 23 infection infection NN cord-028444-bl9ahsxk 201 24 in in IN cord-028444-bl9ahsxk 201 25 Ghana Ghana NNP cord-028444-bl9ahsxk 201 26 . . . cord-028444-bl9ahsxk 202 1 It -PRON- PRP cord-028444-bl9ahsxk 202 2 was be VBD cord-028444-bl9ahsxk 202 3 revealed reveal VBN cord-028444-bl9ahsxk 202 4 that that IN cord-028444-bl9ahsxk 202 5 the the DT cord-028444-bl9ahsxk 202 6 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 202 7 situation situation NN cord-028444-bl9ahsxk 202 8 will will MD cord-028444-bl9ahsxk 202 9 be be VB cord-028444-bl9ahsxk 202 10 concentrated concentrate VBN cord-028444-bl9ahsxk 202 11 in in IN cord-028444-bl9ahsxk 202 12 the the DT cord-028444-bl9ahsxk 202 13 southern southern JJ cord-028444-bl9ahsxk 202 14 part part NN cord-028444-bl9ahsxk 202 15 of of IN cord-028444-bl9ahsxk 202 16 Ghana Ghana NNP cord-028444-bl9ahsxk 202 17 and and CC cord-028444-bl9ahsxk 202 18 will will MD cord-028444-bl9ahsxk 202 19 extend extend VB cord-028444-bl9ahsxk 202 20 from from IN cord-028444-bl9ahsxk 202 21 Greater Greater NNP cord-028444-bl9ahsxk 202 22 Accra Accra NNP cord-028444-bl9ahsxk 202 23 and and CC cord-028444-bl9ahsxk 202 24 Ashanti Ashanti NNP cord-028444-bl9ahsxk 202 25 regions region NNS cord-028444-bl9ahsxk 202 26 to to IN cord-028444-bl9ahsxk 202 27 Eastern Eastern NNP cord-028444-bl9ahsxk 202 28 , , , cord-028444-bl9ahsxk 202 29 Western western JJ cord-028444-bl9ahsxk 202 30 , , , cord-028444-bl9ahsxk 202 31 Central central JJ cord-028444-bl9ahsxk 202 32 , , , cord-028444-bl9ahsxk 202 33 and and CC cord-028444-bl9ahsxk 202 34 Volta Volta NNP cord-028444-bl9ahsxk 202 35 regions region NNS cord-028444-bl9ahsxk 202 36 . . . cord-028444-bl9ahsxk 203 1 Through through IN cord-028444-bl9ahsxk 203 2 issues issue NNS cord-028444-bl9ahsxk 203 3 of of IN cord-028444-bl9ahsxk 203 4 mobility mobility NN cord-028444-bl9ahsxk 203 5 patterns pattern NNS cord-028444-bl9ahsxk 203 6 , , , cord-028444-bl9ahsxk 203 7 the the DT cord-028444-bl9ahsxk 203 8 infections infection NNS cord-028444-bl9ahsxk 203 9 will will MD cord-028444-bl9ahsxk 203 10 extend extend VB cord-028444-bl9ahsxk 203 11 to to IN cord-028444-bl9ahsxk 203 12 the the DT cord-028444-bl9ahsxk 203 13 middle middle JJ cord-028444-bl9ahsxk 203 14 belt belt NN cord-028444-bl9ahsxk 203 15 of of IN cord-028444-bl9ahsxk 203 16 Ghana Ghana NNP cord-028444-bl9ahsxk 203 17 then then RB cord-028444-bl9ahsxk 203 18 gradually gradually RB cord-028444-bl9ahsxk 203 19 to to IN cord-028444-bl9ahsxk 203 20 the the DT cord-028444-bl9ahsxk 203 21 Northern northern JJ cord-028444-bl9ahsxk 203 22 part part NN cord-028444-bl9ahsxk 203 23 of of IN cord-028444-bl9ahsxk 203 24 the the DT cord-028444-bl9ahsxk 203 25 Country Country NNP cord-028444-bl9ahsxk 203 26 . . . cord-028444-bl9ahsxk 204 1 This this DT cord-028444-bl9ahsxk 204 2 finding finding NN cord-028444-bl9ahsxk 204 3 is be VBZ cord-028444-bl9ahsxk 204 4 very very RB cord-028444-bl9ahsxk 204 5 instrumental instrumental JJ cord-028444-bl9ahsxk 204 6 and and CC cord-028444-bl9ahsxk 204 7 forms form VBZ cord-028444-bl9ahsxk 204 8 the the DT cord-028444-bl9ahsxk 204 9 basis basis NN cord-028444-bl9ahsxk 204 10 for for IN cord-028444-bl9ahsxk 204 11 the the DT cord-028444-bl9ahsxk 204 12 allocation allocation NN cord-028444-bl9ahsxk 204 13 of of IN cord-028444-bl9ahsxk 204 14 resources resource NNS cord-028444-bl9ahsxk 204 15 to to IN cord-028444-bl9ahsxk 204 16 affected affect VBN cord-028444-bl9ahsxk 204 17 areas area NNS cord-028444-bl9ahsxk 204 18 and and CC cord-028444-bl9ahsxk 204 19 devising devising NN cord-028444-bl9ahsxk 204 20 of of IN cord-028444-bl9ahsxk 204 21 containment containment NN cord-028444-bl9ahsxk 204 22 measures measure NNS cord-028444-bl9ahsxk 204 23 to to TO cord-028444-bl9ahsxk 204 24 reduce reduce VB cord-028444-bl9ahsxk 204 25 the the DT cord-028444-bl9ahsxk 204 26 rate rate NN cord-028444-bl9ahsxk 204 27 of of IN cord-028444-bl9ahsxk 204 28 spread spread NN cord-028444-bl9ahsxk 204 29 to to IN cord-028444-bl9ahsxk 204 30 the the DT cord-028444-bl9ahsxk 204 31 yet yet RB cord-028444-bl9ahsxk 204 32 to to TO cord-028444-bl9ahsxk 204 33 be be VB cord-028444-bl9ahsxk 204 34 affected affect VBN cord-028444-bl9ahsxk 204 35 regions region NNS cord-028444-bl9ahsxk 204 36 and and CC cord-028444-bl9ahsxk 204 37 possibly possibly RB cord-028444-bl9ahsxk 204 38 prevent prevent VB cord-028444-bl9ahsxk 204 39 spread spread NN cord-028444-bl9ahsxk 204 40 . . . cord-028444-bl9ahsxk 205 1 Based base VBN cord-028444-bl9ahsxk 205 2 on on IN cord-028444-bl9ahsxk 205 3 the the DT cord-028444-bl9ahsxk 205 4 aforementioned aforementioned JJ cord-028444-bl9ahsxk 205 5 , , , cord-028444-bl9ahsxk 205 6 the the DT cord-028444-bl9ahsxk 205 7 study study NN cord-028444-bl9ahsxk 205 8 advocates advocate NNS cord-028444-bl9ahsxk 205 9 of of IN cord-028444-bl9ahsxk 205 10 continuous continuous JJ cord-028444-bl9ahsxk 205 11 and and CC cord-028444-bl9ahsxk 205 12 innovative innovative JJ cord-028444-bl9ahsxk 205 13 use use NN cord-028444-bl9ahsxk 205 14 of of IN cord-028444-bl9ahsxk 205 15 Geospatial Geospatial NNP cord-028444-bl9ahsxk 205 16 technologies technology NNS cord-028444-bl9ahsxk 205 17 in in IN cord-028444-bl9ahsxk 205 18 the the DT cord-028444-bl9ahsxk 205 19 fight fight NN cord-028444-bl9ahsxk 205 20 against against IN cord-028444-bl9ahsxk 205 21 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 205 22 . . . cord-028444-bl9ahsxk 206 1 Additional additional JJ cord-028444-bl9ahsxk 206 2 to to IN cord-028444-bl9ahsxk 206 3 the the DT cord-028444-bl9ahsxk 206 4 app app NN cord-028444-bl9ahsxk 206 5 and and CC cord-028444-bl9ahsxk 206 6 drones drone NNS cord-028444-bl9ahsxk 206 7 currently currently RB cord-028444-bl9ahsxk 206 8 being be VBG cord-028444-bl9ahsxk 206 9 used use VBN cord-028444-bl9ahsxk 206 10 , , , cord-028444-bl9ahsxk 206 11 the the DT cord-028444-bl9ahsxk 206 12 Country Country NNP cord-028444-bl9ahsxk 206 13 can can MD cord-028444-bl9ahsxk 206 14 consider consider VB cord-028444-bl9ahsxk 206 15 the the DT cord-028444-bl9ahsxk 206 16 use use NN cord-028444-bl9ahsxk 206 17 of of IN cord-028444-bl9ahsxk 206 18 infrared infrared JJ cord-028444-bl9ahsxk 206 19 scanners scanner NNS cord-028444-bl9ahsxk 206 20 of of IN cord-028444-bl9ahsxk 206 21 quick quick JJ cord-028444-bl9ahsxk 206 22 detection detection NN cord-028444-bl9ahsxk 206 23 of of IN cord-028444-bl9ahsxk 206 24 infected infected JJ cord-028444-bl9ahsxk 206 25 persons person NNS cord-028444-bl9ahsxk 206 26 in in IN cord-028444-bl9ahsxk 206 27 motion motion NN cord-028444-bl9ahsxk 206 28 and and CC cord-028444-bl9ahsxk 206 29 even even RB cord-028444-bl9ahsxk 206 30 contact contact NN cord-028444-bl9ahsxk 206 31 tracing tracing NN cord-028444-bl9ahsxk 206 32 . . . cord-028444-bl9ahsxk 207 1 Security security NN cord-028444-bl9ahsxk 207 2 agencies agency NNS cord-028444-bl9ahsxk 207 3 Fig Fig NNP cord-028444-bl9ahsxk 207 4 . . . cord-028444-bl9ahsxk 208 1 6 6 CD cord-028444-bl9ahsxk 208 2 Regional regional JJ cord-028444-bl9ahsxk 208 3 level level NN cord-028444-bl9ahsxk 208 4 mobility mobility NN cord-028444-bl9ahsxk 208 5 patterns pattern NNS cord-028444-bl9ahsxk 208 6 . . . cord-028444-bl9ahsxk 209 1 Adopted adopt VBN cord-028444-bl9ahsxk 209 2 from from IN cord-028444-bl9ahsxk 209 3 Vodafone Vodafone NNP cord-028444-bl9ahsxk 209 4 Ghana Ghana NNP cord-028444-bl9ahsxk 209 5 ( ( -LRB- cord-028444-bl9ahsxk 209 6 2020a 2020a NNS cord-028444-bl9ahsxk 209 7 , , , cord-028444-bl9ahsxk 209 8 b b LS cord-028444-bl9ahsxk 209 9 ) ) -RRB- cord-028444-bl9ahsxk 209 10 maintaining maintain VBG cord-028444-bl9ahsxk 209 11 order order NN cord-028444-bl9ahsxk 209 12 in in IN cord-028444-bl9ahsxk 209 13 the the DT cord-028444-bl9ahsxk 209 14 communities community NNS cord-028444-bl9ahsxk 209 15 can can MD cord-028444-bl9ahsxk 209 16 have have VB cord-028444-bl9ahsxk 209 17 these these DT cord-028444-bl9ahsxk 209 18 scanners scanner NNS cord-028444-bl9ahsxk 209 19 as as IN cord-028444-bl9ahsxk 209 20 part part NN cord-028444-bl9ahsxk 209 21 of of IN cord-028444-bl9ahsxk 209 22 their -PRON- PRP$ cord-028444-bl9ahsxk 209 23 gears gear NNS cord-028444-bl9ahsxk 209 24 or or CC cord-028444-bl9ahsxk 209 25 worn wear VBN cord-028444-bl9ahsxk 209 26 like like IN cord-028444-bl9ahsxk 209 27 spectacles spectacle NNS cord-028444-bl9ahsxk 209 28 . . . cord-028444-bl9ahsxk 210 1 These these DT cord-028444-bl9ahsxk 210 2 can can MD cord-028444-bl9ahsxk 210 3 be be VB cord-028444-bl9ahsxk 210 4 done do VBN cord-028444-bl9ahsxk 210 5 amidst amidst IN cord-028444-bl9ahsxk 210 6 the the DT cord-028444-bl9ahsxk 210 7 observance observance NN cord-028444-bl9ahsxk 210 8 of of IN cord-028444-bl9ahsxk 210 9 the the DT cord-028444-bl9ahsxk 210 10 health health NN cord-028444-bl9ahsxk 210 11 protocols protocol NNS cord-028444-bl9ahsxk 210 12 and and CC cord-028444-bl9ahsxk 210 13 adequate adequate JJ cord-028444-bl9ahsxk 210 14 physical physical JJ cord-028444-bl9ahsxk 210 15 / / SYM cord-028444-bl9ahsxk 210 16 social social JJ cord-028444-bl9ahsxk 210 17 distancing distancing NN cord-028444-bl9ahsxk 210 18 to to TO cord-028444-bl9ahsxk 210 19 prevent prevent VB cord-028444-bl9ahsxk 210 20 infections infection NNS cord-028444-bl9ahsxk 210 21 from from IN cord-028444-bl9ahsxk 210 22 asymptomatic asymptomatic JJ cord-028444-bl9ahsxk 210 23 patients patient NNS cord-028444-bl9ahsxk 210 24 . . . cord-028444-bl9ahsxk 211 1 Detection detection NN cord-028444-bl9ahsxk 211 2 of of IN cord-028444-bl9ahsxk 211 3 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 211 4 cases case NNS cord-028444-bl9ahsxk 211 5 early early RB cord-028444-bl9ahsxk 211 6 will will MD cord-028444-bl9ahsxk 211 7 enable enable VB cord-028444-bl9ahsxk 211 8 prompt prompt JJ cord-028444-bl9ahsxk 211 9 treatment treatment NN cord-028444-bl9ahsxk 211 10 , , , cord-028444-bl9ahsxk 211 11 hence hence RB cord-028444-bl9ahsxk 211 12 , , , cord-028444-bl9ahsxk 211 13 averting avert VBG cord-028444-bl9ahsxk 211 14 fatalities fatality NNS cord-028444-bl9ahsxk 211 15 . . . cord-028444-bl9ahsxk 212 1 Secondly secondly RB cord-028444-bl9ahsxk 212 2 , , , cord-028444-bl9ahsxk 212 3 there there EX cord-028444-bl9ahsxk 212 4 should should MD cord-028444-bl9ahsxk 212 5 be be VB cord-028444-bl9ahsxk 212 6 readily readily RB cord-028444-bl9ahsxk 212 7 available available JJ cord-028444-bl9ahsxk 212 8 data datum NNS cord-028444-bl9ahsxk 212 9 in in IN cord-028444-bl9ahsxk 212 10 varying vary VBG cord-028444-bl9ahsxk 212 11 forms form NNS cord-028444-bl9ahsxk 212 12 for for IN cord-028444-bl9ahsxk 212 13 further further JJ cord-028444-bl9ahsxk 212 14 geospatial geospatial JJ cord-028444-bl9ahsxk 212 15 analyses analysis NNS cord-028444-bl9ahsxk 212 16 to to TO cord-028444-bl9ahsxk 212 17 inform inform VB cord-028444-bl9ahsxk 212 18 policy policy NN cord-028444-bl9ahsxk 212 19 formulation formulation NN cord-028444-bl9ahsxk 212 20 and and CC cord-028444-bl9ahsxk 212 21 interventions intervention NNS cord-028444-bl9ahsxk 212 22 . . . cord-028444-bl9ahsxk 212 23 _SP cord-028444-bl9ahsxk 213 1 Are be VBP cord-028444-bl9ahsxk 213 2 crowded crowd VBN cord-028444-bl9ahsxk 213 3 cities city NNS cord-028444-bl9ahsxk 213 4 the the DT cord-028444-bl9ahsxk 213 5 reason reason NN cord-028444-bl9ahsxk 213 6 for for IN cord-028444-bl9ahsxk 213 7 the the DT cord-028444-bl9ahsxk 213 8 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 213 9 pandemic pandemic NN cord-028444-bl9ahsxk 213 10 Dataset Dataset NNP cord-028444-bl9ahsxk 213 11 on on IN cord-028444-bl9ahsxk 213 12 the the DT cord-028444-bl9ahsxk 213 13 suitability suitability NN cord-028444-bl9ahsxk 213 14 of of IN cord-028444-bl9ahsxk 213 15 groundwater groundwater NN cord-028444-bl9ahsxk 213 16 for for IN cord-028444-bl9ahsxk 213 17 drinking drinking NN cord-028444-bl9ahsxk 213 18 and and CC cord-028444-bl9ahsxk 213 19 irrigation irrigation NN cord-028444-bl9ahsxk 213 20 purposes purpose NNS cord-028444-bl9ahsxk 213 21 in in IN cord-028444-bl9ahsxk 213 22 the the DT cord-028444-bl9ahsxk 213 23 Adopted adopt VBN cord-028444-bl9ahsxk 213 24 from from IN cord-028444-bl9ahsxk 213 25 Vodafone Vodafone NNP cord-028444-bl9ahsxk 213 26 Ghana Ghana NNP cord-028444-bl9ahsxk 213 27 ( ( -LRB- cord-028444-bl9ahsxk 213 28 2020a 2020a NNS cord-028444-bl9ahsxk 213 29 , , , cord-028444-bl9ahsxk 213 30 b b LS cord-028444-bl9ahsxk 213 31 ) ) -RRB- cord-028444-bl9ahsxk 213 32 Fig fig NN cord-028444-bl9ahsxk 213 33 . . . cord-028444-bl9ahsxk 214 1 10 10 CD cord-028444-bl9ahsxk 215 1 Future future JJ cord-028444-bl9ahsxk 215 2 trends trend NNS cord-028444-bl9ahsxk 215 3 in in IN cord-028444-bl9ahsxk 215 4 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 215 5 cases case NNS cord-028444-bl9ahsxk 215 6 on on IN cord-028444-bl9ahsxk 215 7 Ghana Ghana NNP cord-028444-bl9ahsxk 215 8 Sarabanga Sarabanga NNP cord-028444-bl9ahsxk 215 9 River River NNP cord-028444-bl9ahsxk 215 10 region region NN cord-028444-bl9ahsxk 215 11 Distribution distribution NN cord-028444-bl9ahsxk 215 12 and and CC cord-028444-bl9ahsxk 215 13 trend trend NN cord-028444-bl9ahsxk 215 14 analysis analysis NN cord-028444-bl9ahsxk 215 15 of of IN cord-028444-bl9ahsxk 215 16 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 215 17 in in IN cord-028444-bl9ahsxk 215 18 India India NNP cord-028444-bl9ahsxk 216 1 : : : cord-028444-bl9ahsxk 216 2 geospatial geospatial JJ cord-028444-bl9ahsxk 216 3 approach approach NN cord-028444-bl9ahsxk 217 1 Coronavirus Coronavirus NNP cord-028444-bl9ahsxk 217 2 : : : cord-028444-bl9ahsxk 218 1 Ghana Ghana NNP cord-028444-bl9ahsxk 218 2 govment govment NNP cord-028444-bl9ahsxk 218 3 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 218 4 tracker tracker NNP cord-028444-bl9ahsxk 218 5 mobile mobile JJ cord-028444-bl9ahsxk 218 6 app app NN cord-028444-bl9ahsxk 218 7 be be VB cord-028444-bl9ahsxk 218 8 solid solid JJ cord-028444-bl9ahsxk 218 9 tech tech NN cord-028444-bl9ahsxk 218 10 intervention intervention NN cord-028444-bl9ahsxk 218 11 or or CC cord-028444-bl9ahsxk 218 12 needless needless JJ cord-028444-bl9ahsxk 218 13 app?-BBC app?-BBC NNP cord-028444-bl9ahsxk 218 14 News News NNP cord-028444-bl9ahsxk 218 15 Pidgin Pidgin NNP cord-028444-bl9ahsxk 218 16 Coronavirus:10 coronavirus:10 NN cord-028444-bl9ahsxk 218 17 days day NNS cord-028444-bl9ahsxk 218 18 of of IN cord-028444-bl9ahsxk 218 19 hospital hospital NN cord-028444-bl9ahsxk 218 20 building building NN cord-028444-bl9ahsxk 218 21 in in IN cord-028444-bl9ahsxk 218 22 60 60 CD cord-028444-bl9ahsxk 218 23 seconds second NNS cord-028444-bl9ahsxk 218 24 - - HYPH cord-028444-bl9ahsxk 218 25 BBC BBC NNP cord-028444-bl9ahsxk 218 26 News News NNP cord-028444-bl9ahsxk 218 27 . . . cord-028444-bl9ahsxk 219 1 Coronavirus:10 coronavirus:10 NN cord-028444-bl9ahsxk 219 2 days day NNS cord-028444-bl9ahsxk 219 3 of of IN cord-028444-bl9ahsxk 219 4 hospital hospital NN cord-028444-bl9ahsxk 219 5 building building NN cord-028444-bl9ahsxk 219 6 in in IN cord-028444-bl9ahsxk 219 7 60 60 CD cord-028444-bl9ahsxk 219 8 seconds second NNS cord-028444-bl9ahsxk 219 9 Web Web NNP cord-028444-bl9ahsxk 219 10 GIS GIS NNP cord-028444-bl9ahsxk 219 11 in in IN cord-028444-bl9ahsxk 219 12 practice practice NN cord-028444-bl9ahsxk 219 13 VIII VIII NNP cord-028444-bl9ahsxk 219 14 : : : cord-028444-bl9ahsxk 219 15 HTML5 HTML5 NNP cord-028444-bl9ahsxk 219 16 and and CC cord-028444-bl9ahsxk 219 17 the the DT cord-028444-bl9ahsxk 219 18 canvas canvas NN cord-028444-bl9ahsxk 219 19 element element NN cord-028444-bl9ahsxk 219 20 for for IN cord-028444-bl9ahsxk 219 21 interactive interactive JJ cord-028444-bl9ahsxk 219 22 online online JJ cord-028444-bl9ahsxk 219 23 mapping mapping NN cord-028444-bl9ahsxk 219 24 XAG XAG NNP cord-028444-bl9ahsxk 219 25 introduces introduce VBZ cord-028444-bl9ahsxk 219 26 drone drone NN cord-028444-bl9ahsxk 219 27 disinfection disinfection NN cord-028444-bl9ahsxk 219 28 operation operation NN cord-028444-bl9ahsxk 219 29 to to TO cord-028444-bl9ahsxk 219 30 fight fight VB cord-028444-bl9ahsxk 219 31 coronavirus coronavirus NN cord-028444-bl9ahsxk 219 32 outbreak outbreak NN cord-028444-bl9ahsxk 219 33 . . . cord-028444-bl9ahsxk 220 1 XAG XAG NNP cord-028444-bl9ahsxk 220 2 introduces introduce VBZ cord-028444-bl9ahsxk 220 3 drone drone NN cord-028444-bl9ahsxk 220 4 disinfection disinfection NN cord-028444-bl9ahsxk 220 5 operation operation NN cord-028444-bl9ahsxk 220 6 to to TO cord-028444-bl9ahsxk 220 7 fight fight VB cord-028444-bl9ahsxk 220 8 coronavirus coronavirus NN cord-028444-bl9ahsxk 220 9 outbreak outbreak NN cord-028444-bl9ahsxk 220 10 Animal Animal NNP cord-028444-bl9ahsxk 220 11 movement movement NN cord-028444-bl9ahsxk 220 12 in in IN cord-028444-bl9ahsxk 220 13 heterogeneous heterogeneous JJ cord-028444-bl9ahsxk 220 14 landscapes landscape NNS cord-028444-bl9ahsxk 220 15 : : : cord-028444-bl9ahsxk 220 16 an an DT cord-028444-bl9ahsxk 220 17 experiment experiment NN cord-028444-bl9ahsxk 220 18 with with IN cord-028444-bl9ahsxk 220 19 eleodes eleodes NNP cord-028444-bl9ahsxk 220 20 beetles beetle NNS cord-028444-bl9ahsxk 220 21 in in IN cord-028444-bl9ahsxk 220 22 shortgrass shortgrass NNP cord-028444-bl9ahsxk 220 23 prairie prairie NN cord-028444-bl9ahsxk 221 1 Why why WRB cord-028444-bl9ahsxk 221 2 is be VBZ cord-028444-bl9ahsxk 221 3 COVID-19 covid-19 VB cord-028444-bl9ahsxk 221 4 striking strike VBG cord-028444-bl9ahsxk 221 5 men man NNS cord-028444-bl9ahsxk 221 6 harder hard RBR cord-028444-bl9ahsxk 221 7 than than IN cord-028444-bl9ahsxk 221 8 women?|Time women?|Time NNP cord-028444-bl9ahsxk 221 9 Urban urban JJ cord-028444-bl9ahsxk 221 10 density density NN cord-028444-bl9ahsxk 221 11 is be VBZ cord-028444-bl9ahsxk 221 12 not not RB cord-028444-bl9ahsxk 221 13 an an DT cord-028444-bl9ahsxk 221 14 enemy enemy NN cord-028444-bl9ahsxk 221 15 in in IN cord-028444-bl9ahsxk 221 16 the the DT cord-028444-bl9ahsxk 221 17 coronavirus coronavirus NN cord-028444-bl9ahsxk 221 18 fight fight NN cord-028444-bl9ahsxk 221 19 : : : cord-028444-bl9ahsxk 221 20 evidence evidence NN cord-028444-bl9ahsxk 221 21 from from IN cord-028444-bl9ahsxk 221 22 China China NNP cord-028444-bl9ahsxk 222 1 What what WP cord-028444-bl9ahsxk 222 2 we -PRON- PRP cord-028444-bl9ahsxk 222 3 know know VBP cord-028444-bl9ahsxk 222 4 about about IN cord-028444-bl9ahsxk 222 5 density density NN cord-028444-bl9ahsxk 222 6 and and CC cord-028444-bl9ahsxk 222 7 covid-19 covid-19 NNP cord-028444-bl9ahsxk 222 8 's 's POS cord-028444-bl9ahsxk 222 9 spread spread VBN cord-028444-bl9ahsxk 222 10 Breakthrough Breakthrough NNP cord-028444-bl9ahsxk 222 11 : : : cord-028444-bl9ahsxk 222 12 chloroquine chloroquine NN cord-028444-bl9ahsxk 222 13 phosphate phosphate NN cord-028444-bl9ahsxk 222 14 has have VBZ cord-028444-bl9ahsxk 222 15 shown show VBN cord-028444-bl9ahsxk 222 16 apparent apparent JJ cord-028444-bl9ahsxk 222 17 efficacy efficacy NN cord-028444-bl9ahsxk 222 18 in in IN cord-028444-bl9ahsxk 222 19 treatment treatment NN cord-028444-bl9ahsxk 222 20 of of IN cord-028444-bl9ahsxk 222 21 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 222 22 associated associated JJ cord-028444-bl9ahsxk 222 23 pneumonia pneumonia NN cord-028444-bl9ahsxk 222 24 in in IN cord-028444-bl9ahsxk 222 25 clinical clinical JJ cord-028444-bl9ahsxk 222 26 studies study NNS cord-028444-bl9ahsxk 222 27 Modeling model VBG cord-028444-bl9ahsxk 222 28 the the DT cord-028444-bl9ahsxk 222 29 spreading spread VBG cord-028444-bl9ahsxk 222 30 risk risk NN cord-028444-bl9ahsxk 222 31 of of IN cord-028444-bl9ahsxk 222 32 2019-nCoV 2019-ncov CD cord-028444-bl9ahsxk 222 33 Ghana Ghana NNP cord-028444-bl9ahsxk 222 34 Statistical Statistical NNP cord-028444-bl9ahsxk 222 35 Service Service NNP cord-028444-bl9ahsxk 222 36 ( ( -LRB- cord-028444-bl9ahsxk 222 37 2020 2020 CD cord-028444-bl9ahsxk 222 38 ) ) -RRB- cord-028444-bl9ahsxk 223 1 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 223 2 Updates|Ghana Updates|Ghana NNP cord-028444-bl9ahsxk 223 3 Real real JJ cord-028444-bl9ahsxk 223 4 - - HYPH cord-028444-bl9ahsxk 223 5 time time NN cord-028444-bl9ahsxk 223 6 GIS GIS NNP cord-028444-bl9ahsxk 223 7 data data NN cord-028444-bl9ahsxk 223 8 model model NN cord-028444-bl9ahsxk 223 9 and and CC cord-028444-bl9ahsxk 223 10 sensor sensor NN cord-028444-bl9ahsxk 223 11 web web NN cord-028444-bl9ahsxk 223 12 service service NN cord-028444-bl9ahsxk 223 13 platform platform NN cord-028444-bl9ahsxk 223 14 for for IN cord-028444-bl9ahsxk 223 15 environmental environmental JJ cord-028444-bl9ahsxk 223 16 data data NNP cord-028444-bl9ahsxk 223 17 management management NNP cord-028444-bl9ahsxk 223 18 General General NNP cord-028444-bl9ahsxk 223 19 aviation aviation NNP cord-028444-bl9ahsxk 223 20 news news NNP cord-028444-bl9ahsxk 223 21 : : : cord-028444-bl9ahsxk 224 1 aviation aviation NNP cord-028444-bl9ahsxk 224 2 international international NNP cord-028444-bl9ahsxk 224 3 news news NNP cord-028444-bl9ahsxk 224 4 Gender Gender NNP cord-028444-bl9ahsxk 224 5 differences difference NNS cord-028444-bl9ahsxk 224 6 in in IN cord-028444-bl9ahsxk 224 7 patients patient NNS cord-028444-bl9ahsxk 224 8 with with IN cord-028444-bl9ahsxk 225 1 covid-19 covid-19 NNP cord-028444-bl9ahsxk 225 2 : : : cord-028444-bl9ahsxk 225 3 focus focus VB cord-028444-bl9ahsxk 225 4 on on IN cord-028444-bl9ahsxk 225 5 severity severity NN cord-028444-bl9ahsxk 225 6 and and CC cord-028444-bl9ahsxk 225 7 mortality mortality NN cord-028444-bl9ahsxk 225 8 Geographical geographical JJ cord-028444-bl9ahsxk 225 9 tracking tracking NN cord-028444-bl9ahsxk 225 10 and and CC cord-028444-bl9ahsxk 225 11 mapping mapping NN cord-028444-bl9ahsxk 225 12 of of IN cord-028444-bl9ahsxk 225 13 coronavirus coronavirus NN cord-028444-bl9ahsxk 225 14 disease disease NN cord-028444-bl9ahsxk 226 1 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 226 2 / / SYM cord-028444-bl9ahsxk 226 3 severe severe JJ cord-028444-bl9ahsxk 226 4 acute acute JJ cord-028444-bl9ahsxk 226 5 respiratory respiratory JJ cord-028444-bl9ahsxk 226 6 syndrome syndrome NN cord-028444-bl9ahsxk 226 7 coronavirus coronavirus NN cord-028444-bl9ahsxk 226 8 2 2 CD cord-028444-bl9ahsxk 227 1 ( ( -LRB- cord-028444-bl9ahsxk 227 2 SARS SARS NNP cord-028444-bl9ahsxk 227 3 - - HYPH cord-028444-bl9ahsxk 227 4 CoV-2 CoV-2 NNP cord-028444-bl9ahsxk 227 5 ) ) -RRB- cord-028444-bl9ahsxk 227 6 epidemic epidemic NN cord-028444-bl9ahsxk 227 7 and and CC cord-028444-bl9ahsxk 227 8 associated associate VBD cord-028444-bl9ahsxk 227 9 events event NNS cord-028444-bl9ahsxk 227 10 around around IN cord-028444-bl9ahsxk 227 11 the the DT cord-028444-bl9ahsxk 227 12 world world NN cord-028444-bl9ahsxk 227 13 : : : cord-028444-bl9ahsxk 228 1 how how WRB cord-028444-bl9ahsxk 228 2 21st 21st JJ cord-028444-bl9ahsxk 228 3 century century NN cord-028444-bl9ahsxk 228 4 GIS GIS NNP cord-028444-bl9ahsxk 228 5 technologies technology NNS cord-028444-bl9ahsxk 228 6 are be VBP cord-028444-bl9ahsxk 228 7 supporting support VBG cord-028444-bl9ahsxk 228 8 the the DT cord-028444-bl9ahsxk 228 9 global global JJ cord-028444-bl9ahsxk 228 10 fight fight NN cord-028444-bl9ahsxk 228 11 against against IN cord-028444-bl9ahsxk 228 12 outbr outbr NNP cord-028444-bl9ahsxk 228 13 Groundwater Groundwater NNP cord-028444-bl9ahsxk 228 14 quality quality NN cord-028444-bl9ahsxk 228 15 assessment assessment NN cord-028444-bl9ahsxk 228 16 using use VBG cord-028444-bl9ahsxk 228 17 water water NN cord-028444-bl9ahsxk 228 18 quality quality NN cord-028444-bl9ahsxk 228 19 index index NN cord-028444-bl9ahsxk 228 20 and and CC cord-028444-bl9ahsxk 228 21 GIS GIS NNP cord-028444-bl9ahsxk 228 22 technique technique NN cord-028444-bl9ahsxk 228 23 in in IN cord-028444-bl9ahsxk 228 24 Modjo Modjo NNP cord-028444-bl9ahsxk 228 25 River River NNP cord-028444-bl9ahsxk 228 26 Basin Basin NNP cord-028444-bl9ahsxk 228 27 , , , cord-028444-bl9ahsxk 228 28 Central Central NNP cord-028444-bl9ahsxk 228 29 Ethiopia Ethiopia NNP cord-028444-bl9ahsxk 228 30 Ghana Ghana NNP cord-028444-bl9ahsxk 228 31 , , , cord-028444-bl9ahsxk 228 32 Drones Drones NNPS cord-028444-bl9ahsxk 228 33 Help help VBP cord-028444-bl9ahsxk 228 34 Combat Combat NNP cord-028444-bl9ahsxk 228 35 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 228 36 Timeline Timeline NNP cord-028444-bl9ahsxk 228 37 : : : cord-028444-bl9ahsxk 228 38 battle battle NN cord-028444-bl9ahsxk 228 39 of of IN cord-028444-bl9ahsxk 228 40 the the DT cord-028444-bl9ahsxk 228 41 ghana ghana NNP cord-028444-bl9ahsxk 228 42 telecommunication telecommunication NNP cord-028444-bl9ahsxk 228 43 companies company NNS cord-028444-bl9ahsxk 228 44 - - : cord-028444-bl9ahsxk 228 45 Tech Tech NNP cord-028444-bl9ahsxk 228 46 Nova Nova NNP cord-028444-bl9ahsxk 228 47 Smart smart JJ cord-028444-bl9ahsxk 228 48 containment containment NN cord-028444-bl9ahsxk 228 49 and and CC cord-028444-bl9ahsxk 228 50 mitigation mitigation NN cord-028444-bl9ahsxk 228 51 measures measure NNS cord-028444-bl9ahsxk 228 52 to to TO cord-028444-bl9ahsxk 228 53 confront confront VB cord-028444-bl9ahsxk 228 54 the the DT cord-028444-bl9ahsxk 228 55 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 228 56 pandemic pandemic NN cord-028444-bl9ahsxk 228 57 : : : cord-028444-bl9ahsxk 228 58 tailoring tailor VBG cord-028444-bl9ahsxk 228 59 the the DT cord-028444-bl9ahsxk 228 60 pandemic pandemic NN cord-028444-bl9ahsxk 228 61 response response NN cord-028444-bl9ahsxk 228 62 to to IN cord-028444-bl9ahsxk 228 63 the the DT cord-028444-bl9ahsxk 228 64 realities reality NNS cord-028444-bl9ahsxk 228 65 of of IN cord-028444-bl9ahsxk 228 66 developing develop VBG cord-028444-bl9ahsxk 228 67 countries country NNS cord-028444-bl9ahsxk 228 68 A a DT cord-028444-bl9ahsxk 228 69 review review NN cord-028444-bl9ahsxk 228 70 and and CC cord-028444-bl9ahsxk 228 71 framework framework NN cord-028444-bl9ahsxk 228 72 for for IN cord-028444-bl9ahsxk 228 73 categorizing categorize VBG cord-028444-bl9ahsxk 228 74 current current JJ cord-028444-bl9ahsxk 228 75 research research NN cord-028444-bl9ahsxk 228 76 and and CC cord-028444-bl9ahsxk 228 77 development development NN cord-028444-bl9ahsxk 228 78 in in IN cord-028444-bl9ahsxk 228 79 health health NN cord-028444-bl9ahsxk 228 80 related relate VBD cord-028444-bl9ahsxk 228 81 geographical geographical JJ cord-028444-bl9ahsxk 228 82 information information NN cord-028444-bl9ahsxk 228 83 systems system NNS cord-028444-bl9ahsxk 228 84 ( ( -LRB- cord-028444-bl9ahsxk 228 85 GIS GIS NNP cord-028444-bl9ahsxk 228 86 ) ) -RRB- cord-028444-bl9ahsxk 228 87 studies study VBZ cord-028444-bl9ahsxk 228 88 Ministry Ministry NNP cord-028444-bl9ahsxk 228 89 of of IN cord-028444-bl9ahsxk 228 90 Communications Communications NNPS cord-028444-bl9ahsxk 228 91 ( ( -LRB- cord-028444-bl9ahsxk 228 92 2020 2020 CD cord-028444-bl9ahsxk 228 93 ) ) -RRB- cord-028444-bl9ahsxk 229 1 Launch launch NN cord-028444-bl9ahsxk 229 2 of of IN cord-028444-bl9ahsxk 229 3 GH GH NNP cord-028444-bl9ahsxk 229 4 Akufo Akufo NNP cord-028444-bl9ahsxk 229 5 - - HYPH cord-028444-bl9ahsxk 229 6 Addo Addo NNP cord-028444-bl9ahsxk 229 7 's 's POS cord-028444-bl9ahsxk 229 8 claim claim NN cord-028444-bl9ahsxk 229 9 that that IN cord-028444-bl9ahsxk 229 10 Ghana Ghana NNP cord-028444-bl9ahsxk 229 11 leads lead VBZ cord-028444-bl9ahsxk 229 12 Covid-19 covid-19 NN cord-028444-bl9ahsxk 229 13 testing testing NN cord-028444-bl9ahsxk 229 14 in in IN cord-028444-bl9ahsxk 229 15 Africa Africa NNP cord-028444-bl9ahsxk 229 16 is be VBZ cord-028444-bl9ahsxk 229 17 false.-French false.-French NNP cord-028444-bl9ahsxk 229 18 News News NNP cord-028444-bl9ahsxk 229 19 Agency Agency NNP cord-028444-bl9ahsxk 230 1 ( ( -LRB- cord-028444-bl9ahsxk 230 2 AFP)-MyJoyOnline AFP)-MyJoyOnline NNP cord-028444-bl9ahsxk 230 3 Coronavirus Coronavirus NNP cord-028444-bl9ahsxk 230 4 tips tip NNS cord-028444-bl9ahsxk 230 5 : : : cord-028444-bl9ahsxk 231 1 How how WRB cord-028444-bl9ahsxk 231 2 Ghana Ghana NNP cord-028444-bl9ahsxk 231 3 dey dey MD cord-028444-bl9ahsxk 231 4 use use VB cord-028444-bl9ahsxk 231 5 drone drone NN cord-028444-bl9ahsxk 231 6 technology technology NN cord-028444-bl9ahsxk 231 7 fight fight NN cord-028444-bl9ahsxk 232 1 Covid-19 Covid-19 NNP cord-028444-bl9ahsxk 232 2 pandemic pandemic NNP cord-028444-bl9ahsxk 232 3 - - HYPH cord-028444-bl9ahsxk 232 4 BBC BBC NNP cord-028444-bl9ahsxk 232 5 News News NNP cord-028444-bl9ahsxk 232 6 Pidgin Pidgin NNP cord-028444-bl9ahsxk 232 7 REUTERS REUTERS NNP cord-028444-bl9ahsxk 232 8 ( ( -LRB- cord-028444-bl9ahsxk 232 9 2020 2020 CD cord-028444-bl9ahsxk 232 10 ) ) -RRB- cord-028444-bl9ahsxk 233 1 Ghana Ghana NNP cord-028444-bl9ahsxk 233 2 turns turn VBZ cord-028444-bl9ahsxk 233 3 to to IN cord-028444-bl9ahsxk 233 4 drones drone NNS cord-028444-bl9ahsxk 233 5 to to TO cord-028444-bl9ahsxk 233 6 enable enable VB cord-028444-bl9ahsxk 233 7 faster fast JJR cord-028444-bl9ahsxk 233 8 coronavirus coronavirus NN cord-028444-bl9ahsxk 233 9 testing testing NN cord-028444-bl9ahsxk 233 10 - - : cord-028444-bl9ahsxk 233 11 Reuters Reuters NNP cord-028444-bl9ahsxk 233 12 Hydrogeochemistry Hydrogeochemistry NNP cord-028444-bl9ahsxk 233 13 of of IN cord-028444-bl9ahsxk 233 14 the the DT cord-028444-bl9ahsxk 233 15 paravanar paravanar NNP cord-028444-bl9ahsxk 233 16 river river NNP cord-028444-bl9ahsxk 233 17 sub sub NNP cord-028444-bl9ahsxk 233 18 - - JJ cord-028444-bl9ahsxk 233 19 basin basin JJ cord-028444-bl9ahsxk 233 20 Groundwater Groundwater NNP cord-028444-bl9ahsxk 233 21 quality quality NN cord-028444-bl9ahsxk 233 22 assessment assessment NN cord-028444-bl9ahsxk 233 23 using use VBG cord-028444-bl9ahsxk 233 24 geospatial geospatial JJ cord-028444-bl9ahsxk 233 25 techniques technique NNS cord-028444-bl9ahsxk 233 26 and and CC cord-028444-bl9ahsxk 233 27 WQI WQI NNP cord-028444-bl9ahsxk 233 28 in in IN cord-028444-bl9ahsxk 233 29 North North NNP cord-028444-bl9ahsxk 233 30 East East NNP cord-028444-bl9ahsxk 233 31 of of IN cord-028444-bl9ahsxk 233 32 Adama Adama NNP cord-028444-bl9ahsxk 233 33 Town Town NNP cord-028444-bl9ahsxk 233 34 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 233 35 infection infection NN cord-028444-bl9ahsxk 233 36 : : : cord-028444-bl9ahsxk 233 37 origin origin NN cord-028444-bl9ahsxk 233 38 , , , cord-028444-bl9ahsxk 233 39 transmission transmission NN cord-028444-bl9ahsxk 233 40 , , , cord-028444-bl9ahsxk 233 41 and and CC cord-028444-bl9ahsxk 233 42 characteristics characteristic NNS cord-028444-bl9ahsxk 233 43 of of IN cord-028444-bl9ahsxk 233 44 human human JJ cord-028444-bl9ahsxk 233 45 coronaviruses coronaviruses NNPS cord-028444-bl9ahsxk 233 46 World World NNP cord-028444-bl9ahsxk 233 47 health health NN cord-028444-bl9ahsxk 233 48 organization organization NN cord-028444-bl9ahsxk 234 1 declares declare VBZ cord-028444-bl9ahsxk 234 2 global global JJ cord-028444-bl9ahsxk 234 3 emergency emergency NN cord-028444-bl9ahsxk 234 4 : : : cord-028444-bl9ahsxk 234 5 a a DT cord-028444-bl9ahsxk 234 6 review review NN cord-028444-bl9ahsxk 234 7 of of IN cord-028444-bl9ahsxk 234 8 the the DT cord-028444-bl9ahsxk 234 9 Understanding Understanding NNP cord-028444-bl9ahsxk 234 10 of of IN cord-028444-bl9ahsxk 234 11 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 234 12 based base VBN cord-028444-bl9ahsxk 234 13 on on IN cord-028444-bl9ahsxk 234 14 current current JJ cord-028444-bl9ahsxk 234 15 evidence evidence NN cord-028444-bl9ahsxk 234 16 The the DT cord-028444-bl9ahsxk 234 17 application application NN cord-028444-bl9ahsxk 234 18 of of IN cord-028444-bl9ahsxk 234 19 geographical geographical JJ cord-028444-bl9ahsxk 234 20 information information NN cord-028444-bl9ahsxk 234 21 systems system NNS cord-028444-bl9ahsxk 234 22 to to IN cord-028444-bl9ahsxk 234 23 infectious infectious JJ cord-028444-bl9ahsxk 234 24 diseases disease NNS cord-028444-bl9ahsxk 234 25 and and CC cord-028444-bl9ahsxk 234 26 health health NN cord-028444-bl9ahsxk 234 27 systems system NNS cord-028444-bl9ahsxk 234 28 in in IN cord-028444-bl9ahsxk 234 29 Africa Africa NNP cord-028444-bl9ahsxk 235 1 The the DT cord-028444-bl9ahsxk 235 2 smouldering smoulder VBG cord-028444-bl9ahsxk 235 3 pandemic pandemic NN cord-028444-bl9ahsxk 235 4 - - HYPH cord-028444-bl9ahsxk 235 5 why why WRB cord-028444-bl9ahsxk 235 6 covid-19 covid-19 NN cord-028444-bl9ahsxk 235 7 seems seem VBZ cord-028444-bl9ahsxk 235 8 to to TO cord-028444-bl9ahsxk 235 9 spread spread VB cord-028444-bl9ahsxk 235 10 more more RBR cord-028444-bl9ahsxk 235 11 slowly slowly RB cord-028444-bl9ahsxk 235 12 in in IN cord-028444-bl9ahsxk 235 13 Africa|Middle Africa|Middle NNP cord-028444-bl9ahsxk 235 14 East East NNP cord-028444-bl9ahsxk 235 15 & & CC cord-028444-bl9ahsxk 235 16 Africa|The Africa|The NNP cord-028444-bl9ahsxk 235 17 Economist Economist NNP cord-028444-bl9ahsxk 235 18 Mobility Mobility NNP cord-028444-bl9ahsxk 235 19 analysis analysis NN cord-028444-bl9ahsxk 235 20 to to TO cord-028444-bl9ahsxk 235 21 support support VB cord-028444-bl9ahsxk 235 22 the the DT cord-028444-bl9ahsxk 235 23 Government Government NNP cord-028444-bl9ahsxk 235 24 of of IN cord-028444-bl9ahsxk 235 25 Ghana Ghana NNP cord-028444-bl9ahsxk 235 26 in in IN cord-028444-bl9ahsxk 235 27 responding respond VBG cord-028444-bl9ahsxk 235 28 to to IN cord-028444-bl9ahsxk 235 29 the the DT cord-028444-bl9ahsxk 235 30 COVID-19 covid-19 JJ cord-028444-bl9ahsxk 235 31 outbreak outbreak NN cord-028444-bl9ahsxk 235 32 Insights insight NNS cord-028444-bl9ahsxk 235 33 into into IN cord-028444-bl9ahsxk 235 34 the the DT cord-028444-bl9ahsxk 235 35 effect effect NN cord-028444-bl9ahsxk 235 36 of of IN cord-028444-bl9ahsxk 235 37 mobility mobility NN cord-028444-bl9ahsxk 235 38 restrictions restriction NNS cord-028444-bl9ahsxk 235 39 in in IN cord-028444-bl9ahsxk 235 40 Ghana Ghana NNP cord-028444-bl9ahsxk 235 41 using use VBG cord-028444-bl9ahsxk 235 42 anonymised anonymised JJ cord-028444-bl9ahsxk 235 43 and and CC cord-028444-bl9ahsxk 235 44 aggregated aggregated JJ cord-028444-bl9ahsxk 235 45 mobile mobile JJ cord-028444-bl9ahsxk 235 46 phone phone NN cord-028444-bl9ahsxk 235 47 data datum NNS cord-028444-bl9ahsxk 235 48 Overview Overview NNP cord-028444-bl9ahsxk 235 49 WHO who WP cord-028444-bl9ahsxk 235 50 ( ( -LRB- cord-028444-bl9ahsxk 235 51 2020 2020 CD cord-028444-bl9ahsxk 235 52 ) ) -RRB- cord-028444-bl9ahsxk 236 1 No no DT cord-028444-bl9ahsxk 236 2 Title title NN cord-028444-bl9ahsxk 236 3 . . . cord-028444-bl9ahsxk 237 1 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 237 2 Public Public NNP cord-028444-bl9ahsxk 237 3 Health Health NNP cord-028444-bl9ahsxk 237 4 Emergency Emergency NNP cord-028444-bl9ahsxk 237 5 of of IN cord-028444-bl9ahsxk 237 6 International International NNP cord-028444-bl9ahsxk 237 7 Concern Concern NNP cord-028444-bl9ahsxk 237 8 ( ( -LRB- cord-028444-bl9ahsxk 237 9 PHEIC PHEIC NNP cord-028444-bl9ahsxk 237 10 ) ) -RRB- cord-028444-bl9ahsxk 238 1 Global Global NNP cord-028444-bl9ahsxk 238 2 Research Research NNP cord-028444-bl9ahsxk 238 3 and and CC cord-028444-bl9ahsxk 238 4 Innovation Innovation NNP cord-028444-bl9ahsxk 238 5 Forum Forum NNP cord-028444-bl9ahsxk 239 1 African african JJ cord-028444-bl9ahsxk 239 2 countries country NNS cord-028444-bl9ahsxk 239 3 move move VBP cord-028444-bl9ahsxk 239 4 from from IN cord-028444-bl9ahsxk 239 5 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 239 6 readiness readiness NN cord-028444-bl9ahsxk 239 7 to to TO cord-028444-bl9ahsxk 239 8 response response VB cord-028444-bl9ahsxk 239 9 as as IN cord-028444-bl9ahsxk 239 10 many many JJ cord-028444-bl9ahsxk 239 11 confirm confirm VBP cord-028444-bl9ahsxk 239 12 cases case NNS cord-028444-bl9ahsxk 239 13 . . . cord-028444-bl9ahsxk 240 1 Regional Regional NNP cord-028444-bl9ahsxk 240 2 Office Office NNP cord-028444-bl9ahsxk 240 3 for for IN cord-028444-bl9ahsxk 240 4 Africa Africa NNP cord-028444-bl9ahsxk 241 1 The the DT cord-028444-bl9ahsxk 241 2 outbreak outbreak NN cord-028444-bl9ahsxk 241 3 of of IN cord-028444-bl9ahsxk 241 4 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 241 5 Yakubu Yakubu NNP cord-028444-bl9ahsxk 241 6 M M NNP cord-028444-bl9ahsxk 241 7 ( ( -LRB- cord-028444-bl9ahsxk 241 8 2020 2020 CD cord-028444-bl9ahsxk 241 9 ) ) -RRB- cord-028444-bl9ahsxk 241 10 Gov't Gov't NNPS cord-028444-bl9ahsxk 241 11 officially officially RB cord-028444-bl9ahsxk 241 12 launches launch VBZ cord-028444-bl9ahsxk 241 13 GH GH NNP cord-028444-bl9ahsxk 241 14 COVID-19 COVID-19 NNP cord-028444-bl9ahsxk 242 1 Tracker tracker NN cord-028444-bl9ahsxk 242 2 App App VBZ cord-028444-bl9ahsxk 242 3 Decoding decode VBG cord-028444-bl9ahsxk 242 4 the the DT cord-028444-bl9ahsxk 242 5 evolution evolution NN cord-028444-bl9ahsxk 242 6 and and CC cord-028444-bl9ahsxk 242 7 transmissions transmission NNS cord-028444-bl9ahsxk 242 8 of of IN cord-028444-bl9ahsxk 242 9 the the DT cord-028444-bl9ahsxk 242 10 novel novel JJ cord-028444-bl9ahsxk 242 11 pneumonia pneumonia NN cord-028444-bl9ahsxk 242 12 coronavirus coronavirus NN cord-028444-bl9ahsxk 242 13 ( ( -LRB- cord-028444-bl9ahsxk 242 14 SARS SARS NNP cord-028444-bl9ahsxk 242 15 - - HYPH cord-028444-bl9ahsxk 242 16 CoV-2 CoV-2 NNP cord-028444-bl9ahsxk 242 17 / / SYM cord-028444-bl9ahsxk 242 18 HCoV-19 HCoV-19 NNP cord-028444-bl9ahsxk 242 19 ) ) -RRB- cord-028444-bl9ahsxk 242 20 using use VBG cord-028444-bl9ahsxk 242 21 whole whole JJ cord-028444-bl9ahsxk 242 22 genomic genomic JJ cord-028444-bl9ahsxk 242 23 data datum NNS cord-028444-bl9ahsxk 242 24 Conflict conflict NN cord-028444-bl9ahsxk 242 25 of of IN cord-028444-bl9ahsxk 242 26 Interest interest NN cord-028444-bl9ahsxk 243 1 The the DT cord-028444-bl9ahsxk 243 2 authors author NNS cord-028444-bl9ahsxk 243 3 declare declare VBP cord-028444-bl9ahsxk 243 4 no no DT cord-028444-bl9ahsxk 243 5 conflict conflict NN cord-028444-bl9ahsxk 243 6 of of IN cord-028444-bl9ahsxk 243 7 interest interest NN cord-028444-bl9ahsxk 243 8 . . .