id sid tid token lemma pos m039k359848 1 1 malaria malaria NOUN m039k359848 1 2 remains remain VERB m039k359848 1 3 one one NUM m039k359848 1 4 of of ADP m039k359848 1 5 the the DET m039k359848 1 6 most most ADV m039k359848 1 7 severe severe ADJ m039k359848 1 8 infectious infectious ADJ m039k359848 1 9 diseases disease NOUN m039k359848 1 10 afflicting afflict VERB m039k359848 1 11 humans human NOUN m039k359848 1 12 globally globally ADV m039k359848 1 13 . . PUNCT m039k359848 2 1 this this PRON m039k359848 2 2 is be AUX m039k359848 2 3 true true ADJ m039k359848 2 4 despite despite SCONJ m039k359848 2 5 significant significant ADJ m039k359848 2 6 global global ADJ m039k359848 2 7 reductions reduction NOUN m039k359848 2 8 in in ADP m039k359848 2 9 the the DET m039k359848 2 10 number number NOUN m039k359848 2 11 of of ADP m039k359848 2 12 reported report VERB m039k359848 2 13 cases case NOUN m039k359848 2 14 and and CCONJ m039k359848 2 15 associated associate VERB m039k359848 2 16 mortality mortality NOUN m039k359848 2 17 over over ADP m039k359848 2 18 the the DET m039k359848 2 19 last last ADJ m039k359848 2 20 decade decade NOUN m039k359848 2 21 as as ADP m039k359848 2 22 a a DET m039k359848 2 23 result result NOUN m039k359848 2 24 of of ADP m039k359848 2 25 the the DET m039k359848 2 26 expansion expansion NOUN m039k359848 2 27 and and CCONJ m039k359848 2 28 intensification intensification NOUN m039k359848 2 29 of of ADP m039k359848 2 30 control control NOUN m039k359848 2 31 programs program NOUN m039k359848 2 32 . . PUNCT m039k359848 3 1 in in ADP m039k359848 3 2 tanzania tanzania PROPN m039k359848 3 3 , , PUNCT m039k359848 3 4 the the DET m039k359848 3 5 disease disease NOUN m039k359848 3 6 remains remain VERB m039k359848 3 7 a a DET m039k359848 3 8 leading lead VERB m039k359848 3 9 cause cause NOUN m039k359848 3 10 of of ADP m039k359848 3 11 morbidity morbidity NOUN m039k359848 3 12 and and CCONJ m039k359848 3 13 mortality mortality NOUN m039k359848 3 14 , , PUNCT m039k359848 3 15 accounting account VERB m039k359848 3 16 for for ADP m039k359848 3 17 over over ADP m039k359848 3 18 30 30 NUM m039k359848 3 19 % % NOUN m039k359848 3 20 of of ADP m039k359848 3 21 the the DET m039k359848 3 22 country country NOUN m039k359848 3 23 's 's PART m039k359848 3 24 disease disease NOUN m039k359848 3 25 burden burden NOUN m039k359848 3 26 . . PUNCT m039k359848 4 1 this this DET m039k359848 4 2 thesis thesis NOUN m039k359848 4 3 aims aim VERB m039k359848 4 4 to to PART m039k359848 4 5 develop develop VERB m039k359848 4 6 and and CCONJ m039k359848 4 7 apply apply VERB m039k359848 4 8 an an DET m039k359848 4 9 integrated integrate VERB m039k359848 4 10 spatially spatially ADV m039k359848 4 11 - - PUNCT m039k359848 4 12 explicit explicit ADJ m039k359848 4 13 risk risk NOUN m039k359848 4 14 assessment assessment NOUN m039k359848 4 15 framework framework NOUN m039k359848 4 16 that that PRON m039k359848 4 17 would would AUX m039k359848 4 18 quantify quantify VERB m039k359848 4 19 the the DET m039k359848 4 20 community community NOUN m039k359848 4 21 vulnerability vulnerability NOUN m039k359848 4 22 and and CCONJ m039k359848 4 23 risk risk NOUN m039k359848 4 24 to to ADP m039k359848 4 25 malaria malaria NOUN m039k359848 4 26 transmission transmission NOUN m039k359848 4 27 as as ADP m039k359848 4 28 a a DET m039k359848 4 29 result result NOUN m039k359848 4 30 of of ADP m039k359848 4 31 climate climate NOUN m039k359848 4 32 variability variability NOUN m039k359848 4 33 and and CCONJ m039k359848 4 34 change change NOUN m039k359848 4 35 , , PUNCT m039k359848 4 36 taking take VERB m039k359848 4 37 into into ADP m039k359848 4 38 account account NOUN m039k359848 4 39 both both CCONJ m039k359848 4 40 climatic climatic ADJ m039k359848 4 41 and and CCONJ m039k359848 4 42 non non ADJ m039k359848 4 43 - - ADJ m039k359848 4 44 climatic climatic ADJ m039k359848 4 45 risk risk NOUN m039k359848 4 46 factors factor NOUN m039k359848 4 47 . . PUNCT m039k359848 5 1 a a DET m039k359848 5 2 spatial spatial ADJ m039k359848 5 3 mapping mapping NOUN m039k359848 5 4 approach approach NOUN m039k359848 5 5 was be AUX m039k359848 5 6 implemented implement VERB m039k359848 5 7 to to PART m039k359848 5 8 model model VERB m039k359848 5 9 the the DET m039k359848 5 10 community community NOUN m039k359848 5 11 vulnerability vulnerability NOUN m039k359848 5 12 to to ADP m039k359848 5 13 malaria malaria NOUN m039k359848 5 14 . . PUNCT m039k359848 6 1 next next ADV m039k359848 6 2 , , PUNCT m039k359848 6 3 i i PRON m039k359848 6 4 applied apply VERB m039k359848 6 5 the the DET m039k359848 6 6 species species NOUN m039k359848 6 7 distribution distribution NOUN m039k359848 6 8 modeling modeling NOUN m039k359848 6 9 ensemble ensemble NOUN m039k359848 6 10 based base VERB m039k359848 6 11 approach approach NOUN m039k359848 6 12 to to PART m039k359848 6 13 predict predict VERB m039k359848 6 14 the the DET m039k359848 6 15 potential potential ADJ m039k359848 6 16 distribution distribution NOUN m039k359848 6 17 of of ADP m039k359848 6 18 malaria malaria NOUN m039k359848 6 19 . . PUNCT m039k359848 7 1 a a DET m039k359848 7 2 bayesian bayesian ADJ m039k359848 7 3 spatial spatial ADJ m039k359848 7 4 modelling modelling NOUN m039k359848 7 5 approach approach NOUN m039k359848 7 6 was be AUX m039k359848 7 7 used use VERB m039k359848 7 8 to to PART m039k359848 7 9 map map VERB m039k359848 7 10 the the DET m039k359848 7 11 prevalence prevalence NOUN m039k359848 7 12 of of ADP m039k359848 7 13 malaria malaria NOUN m039k359848 7 14 and and CCONJ m039k359848 7 15 to to PART m039k359848 7 16 estimate estimate VERB m039k359848 7 17 the the DET m039k359848 7 18 number number NOUN m039k359848 7 19 of of ADP m039k359848 7 20 people people NOUN m039k359848 7 21 infected infect VERB m039k359848 7 22 . . PUNCT m039k359848 8 1 finally finally ADV m039k359848 8 2 , , PUNCT m039k359848 8 3 i i PRON m039k359848 8 4 assessed assess VERB m039k359848 8 5 how how SCONJ m039k359848 8 6 climate climate NOUN m039k359848 8 7 change change NOUN m039k359848 8 8 and and CCONJ m039k359848 8 9 development development NOUN m039k359848 8 10 scenarios scenario NOUN m039k359848 8 11 , , PUNCT m039k359848 8 12 will will AUX m039k359848 8 13 impact impact VERB m039k359848 8 14 future future ADJ m039k359848 8 15 malaria malaria NOUN m039k359848 8 16 transmission transmission NOUN m039k359848 8 17 in in ADP m039k359848 8 18 the the DET m039k359848 8 19 various various ADJ m039k359848 8 20 districts district NOUN m039k359848 8 21 of of ADP m039k359848 8 22 tanzania tanzania PROPN