id sid tid token lemma pos ww72b853r5n 1 1 the the DET ww72b853r5n 1 2 objective objective NOUN ww72b853r5n 1 3 of of ADP ww72b853r5n 1 4 this this DET ww72b853r5n 1 5 research research NOUN ww72b853r5n 1 6 is be AUX ww72b853r5n 1 7 to to PART ww72b853r5n 1 8 examine examine VERB ww72b853r5n 1 9 the the DET ww72b853r5n 1 10 interaction interaction NOUN ww72b853r5n 1 11 of of ADP ww72b853r5n 1 12 select select ADJ ww72b853r5n 1 13 heavy heavy ADJ ww72b853r5n 1 14 metals metal NOUN ww72b853r5n 1 15 and and CCONJ ww72b853r5n 1 16 natural natural ADJ ww72b853r5n 1 17 organic organic ADJ ww72b853r5n 1 18 matter matter NOUN ww72b853r5n 1 19 ( ( PUNCT ww72b853r5n 1 20 nom nom PROPN ww72b853r5n 1 21 ) ) PUNCT ww72b853r5n 1 22 during during ADP ww72b853r5n 1 23 coagulation coagulation NOUN ww72b853r5n 1 24 and and CCONJ ww72b853r5n 1 25 the the DET ww72b853r5n 1 26 metal metal NOUN ww72b853r5n 1 27 preoxidation preoxidation NOUN ww72b853r5n 1 28 process process NOUN ww72b853r5n 1 29 before before ADP ww72b853r5n 1 30 coagulation coagulation NOUN ww72b853r5n 1 31 / / SYM ww72b853r5n 1 32 adsorption adsorption NOUN ww72b853r5n 1 33 for for ADP ww72b853r5n 1 34 drinking drink VERB ww72b853r5n 1 35 water water NOUN ww72b853r5n 1 36 treatment treatment NOUN ww72b853r5n 1 37 . . PUNCT ww72b853r5n 2 1 the the DET ww72b853r5n 2 2 metals metal NOUN ww72b853r5n 2 3 used use VERB ww72b853r5n 2 4 in in ADP ww72b853r5n 2 5 this this DET ww72b853r5n 2 6 study study NOUN ww72b853r5n 2 7 include include VERB ww72b853r5n 2 8 copper copper NOUN ww72b853r5n 2 9 and and CCONJ ww72b853r5n 2 10 arsenic arsenic PROPN ww72b853r5n 2 11 , , PUNCT ww72b853r5n 2 12 which which PRON ww72b853r5n 2 13 are be AUX ww72b853r5n 2 14 commonly commonly ADV ww72b853r5n 2 15 found find VERB ww72b853r5n 2 16 in in ADP ww72b853r5n 2 17 source source NOUN ww72b853r5n 2 18 drinking drink VERB ww72b853r5n 2 19 water water NOUN ww72b853r5n 2 20 and and CCONJ ww72b853r5n 2 21 represent represent VERB ww72b853r5n 2 22 metal metal NOUN ww72b853r5n 2 23 cations cation NOUN ww72b853r5n 2 24 and and CCONJ ww72b853r5n 2 25 metal metal NOUN ww72b853r5n 2 26 anions anion NOUN ww72b853r5n 2 27 respectively respectively ADV ww72b853r5n 2 28 . . PUNCT ww72b853r5n 3 1 this this DET ww72b853r5n 3 2 research research NOUN ww72b853r5n 3 3 focuses focus VERB ww72b853r5n 3 4 on on ADP ww72b853r5n 3 5 the the DET ww72b853r5n 3 6 investigation investigation NOUN ww72b853r5n 3 7 of of ADP ww72b853r5n 3 8 copper copper NOUN ww72b853r5n 3 9 - - PUNCT ww72b853r5n 3 10 nom nom PROPN ww72b853r5n 3 11 ( ( PUNCT ww72b853r5n 3 12 i.e. i.e. X ww72b853r5n 3 13 , , PUNCT ww72b853r5n 3 14 cu(ii)-nom cu(ii)-nom PROPN ww72b853r5n 3 15 ) ) PUNCT ww72b853r5n 3 16 interaction interaction NOUN ww72b853r5n 3 17 during during ADP ww72b853r5n 3 18 coagulation coagulation NOUN ww72b853r5n 3 19 / / SYM ww72b853r5n 3 20 co co NOUN ww72b853r5n 3 21 - - NOUN ww72b853r5n 3 22 precipitation precipitation NOUN ww72b853r5n 3 23 with with ADP ww72b853r5n 3 24 aluminum aluminum NOUN ww72b853r5n 3 25 based base VERB ww72b853r5n 3 26 coagulants coagulant NOUN ww72b853r5n 3 27 ( ( PUNCT ww72b853r5n 3 28 chapter chapter NOUN ww72b853r5n 3 29 3 3 NUM ww72b853r5n 3 30 ) ) PUNCT ww72b853r5n 3 31 , , PUNCT ww72b853r5n 3 32 the the DET ww72b853r5n 3 33 arsenic arsenic ADJ ww72b853r5n 3 34 redox redox NOUN ww72b853r5n 3 35 speciation speciation NOUN ww72b853r5n 3 36 distribution distribution NOUN ww72b853r5n 3 37 in in ADP ww72b853r5n 3 38 synthetic synthetic ADJ ww72b853r5n 3 39 raw raw ADJ ww72b853r5n 3 40 waters water NOUN ww72b853r5n 3 41 with with ADP ww72b853r5n 3 42 the the DET ww72b853r5n 3 43 presence presence NOUN ww72b853r5n 3 44 of of ADP ww72b853r5n 3 45 nom nom NOUN ww72b853r5n 3 46 ( ( PUNCT ww72b853r5n 3 47 chapter chapter NOUN ww72b853r5n 3 48 4 4 NUM ww72b853r5n 3 49 ) ) PUNCT ww72b853r5n 3 50 , , PUNCT ww72b853r5n 3 51 and and CCONJ ww72b853r5n 3 52 the the DET ww72b853r5n 3 53 effect effect NOUN ww72b853r5n 3 54 of of ADP ww72b853r5n 3 55 nom nom NOUN ww72b853r5n 3 56 on on ADP ww72b853r5n 3 57 arsenite arsenite PROPN ww72b853r5n 3 58 ( ( PUNCT ww72b853r5n 3 59 as(iii as(iii PROPN ww72b853r5n 3 60 ) ) PUNCT ww72b853r5n 3 61 ) ) PUNCT ww72b853r5n 3 62 and and CCONJ ww72b853r5n 3 63 arsenate arsenate PROPN ww72b853r5n 3 64 ( ( PUNCT ww72b853r5n 3 65 as(v as(v PROPN ww72b853r5n 3 66 ) ) PUNCT ww72b853r5n 3 67 ) ) PUNCT ww72b853r5n 3 68 adsorption adsorption NOUN ww72b853r5n 3 69 onto onto ADP ww72b853r5n 3 70 tio2 tio2 NOUN ww72b853r5n 3 71 surface surface NOUN ww72b853r5n 3 72 ( ( PUNCT ww72b853r5n 3 73 chapter chapter NOUN ww72b853r5n 3 74 5 5 NUM ww72b853r5n 3 75 and and CCONJ ww72b853r5n 3 76 chapter chapter NOUN ww72b853r5n 3 77 6 6 NUM ww72b853r5n 3 78 ) ) PUNCT ww72b853r5n 3 79 . . PUNCT ww72b853r5n 4 1 the the DET ww72b853r5n 4 2 results result NOUN ww72b853r5n 4 3 suggest suggest VERB ww72b853r5n 4 4 that that SCONJ ww72b853r5n 4 5 the the DET ww72b853r5n 4 6 presence presence NOUN ww72b853r5n 4 7 of of ADP ww72b853r5n 4 8 cu(ii cu(ii NOUN ww72b853r5n 4 9 ) ) PUNCT ww72b853r5n 4 10 in in ADP ww72b853r5n 4 11 raw raw ADJ ww72b853r5n 4 12 waters water NOUN ww72b853r5n 4 13 can can AUX ww72b853r5n 4 14 facilitate facilitate VERB ww72b853r5n 4 15 nom nom NOUN ww72b853r5n 4 16 removal removal NOUN ww72b853r5n 4 17 by by ADP ww72b853r5n 4 18 coagulation coagulation NOUN ww72b853r5n 4 19 . . PUNCT ww72b853r5n 5 1 the the DET ww72b853r5n 5 2 effect effect NOUN ww72b853r5n 5 3 of of ADP ww72b853r5n 5 4 nom nom NOUN ww72b853r5n 5 5 on on ADP ww72b853r5n 5 6 cu(ii cu(ii SPACE ww72b853r5n 5 7 ) ) PUNCT ww72b853r5n 5 8 co co NOUN ww72b853r5n 5 9 - - NOUN ww72b853r5n 5 10 precipitation precipitation NOUN ww72b853r5n 5 11 with with ADP ww72b853r5n 5 12 alum alum NOUN ww72b853r5n 5 13 is be AUX ww72b853r5n 5 14 dependent dependent ADJ ww72b853r5n 5 15 on on ADP ww72b853r5n 5 16 water water NOUN ww72b853r5n 5 17 ph ph NOUN ww72b853r5n 5 18 . . PUNCT ww72b853r5n 6 1 when when SCONJ ww72b853r5n 6 2 ph ph PROPN ww72b853r5n 6 3 is be AUX ww72b853r5n 6 4 relatively relatively ADV ww72b853r5n 6 5 low low ADJ ww72b853r5n 6 6 and and CCONJ ww72b853r5n 6 7 no no DET ww72b853r5n 6 8 cu(oh)2(s cu(oh)2(s NOUN ww72b853r5n 6 9 ) ) PUNCT ww72b853r5n 6 10 or or CCONJ ww72b853r5n 6 11 cuco3(s cuco3( NOUN ww72b853r5n 6 12 ) ) PUNCT ww72b853r5n 6 13 precipitates precipitate VERB ww72b853r5n 6 14 out out ADP ww72b853r5n 6 15 , , PUNCT ww72b853r5n 6 16 nom nom PROPN ww72b853r5n 6 17 can can AUX ww72b853r5n 6 18 increase increase VERB ww72b853r5n 6 19 cu(ii cu(ii SPACE ww72b853r5n 6 20 ) ) PUNCT ww72b853r5n 6 21 removal removal NOUN ww72b853r5n 6 22 , , PUNCT ww72b853r5n 6 23 whereas whereas SCONJ ww72b853r5n 6 24 when when SCONJ ww72b853r5n 6 25 ph ph PROPN ww72b853r5n 6 26 is be AUX ww72b853r5n 6 27 high high ADJ ww72b853r5n 6 28 and and CCONJ ww72b853r5n 6 29 cu(oh)2(s cu(oh)2(s NOUN ww72b853r5n 6 30 ) ) PUNCT ww72b853r5n 6 31 or or CCONJ ww72b853r5n 6 32 cuco3(s cuco3(s SPACE ww72b853r5n 6 33 ) ) PUNCT ww72b853r5n 6 34 precipitates precipitate NOUN ww72b853r5n 6 35 exist exist VERB ww72b853r5n 6 36 , , PUNCT ww72b853r5n 6 37 nom nom NOUN ww72b853r5n 6 38 can can AUX ww72b853r5n 6 39 inhibit inhibit VERB ww72b853r5n 6 40 cu(ii cu(ii SPACE ww72b853r5n 6 41 ) ) PUNCT ww72b853r5n 6 42 removal removal NOUN ww72b853r5n 6 43 through through ADP ww72b853r5n 6 44 the the DET ww72b853r5n 6 45 coagulation coagulation NOUN ww72b853r5n 6 46 ( ( PUNCT ww72b853r5n 6 47 co co NOUN ww72b853r5n 6 48 - - NOUN ww72b853r5n 6 49 precipitation precipitation NOUN ww72b853r5n 6 50 ) ) PUNCT ww72b853r5n 6 51 with with ADP ww72b853r5n 6 52 alum alum PROPN ww72b853r5n 6 53 . . PUNCT ww72b853r5n 7 1 the the DET ww72b853r5n 7 2 presence presence NOUN ww72b853r5n 7 3 of of ADP ww72b853r5n 7 4 nom nom NOUN ww72b853r5n 7 5 can can AUX ww72b853r5n 7 6 mediate mediate VERB ww72b853r5n 7 7 arsenic arsenic ADJ ww72b853r5n 7 8 redox redox ADJ ww72b853r5n 7 9 speciation speciation NOUN ww72b853r5n 7 10 distribution distribution NOUN ww72b853r5n 7 11 in in ADP ww72b853r5n 7 12 a a DET ww72b853r5n 7 13 synthetic synthetic ADJ ww72b853r5n 7 14 raw raw ADJ ww72b853r5n 7 15 water water NOUN ww72b853r5n 7 16 . . PUNCT ww72b853r5n 8 1 nom nom NOUN ww72b853r5n 8 2 can can AUX ww72b853r5n 8 3 also also ADV ww72b853r5n 8 4 facilitate facilitate VERB ww72b853r5n 8 5 as(iii as(iii PROPN ww72b853r5n 8 6 ) ) PUNCT ww72b853r5n 8 7 oxidation oxidation NOUN ww72b853r5n 8 8 by by ADP ww72b853r5n 8 9 tio2 tio2 NOUN ww72b853r5n 8 10 in in ADP ww72b853r5n 8 11 the the DET ww72b853r5n 8 12 absence absence NOUN ww72b853r5n 8 13 of of ADP ww72b853r5n 8 14 light light NOUN ww72b853r5n 8 15 and and CCONJ ww72b853r5n 8 16 oxygen oxygen NOUN ww72b853r5n 8 17 . . PUNCT ww72b853r5n 9 1 both both PRON ww72b853r5n 9 2 as(iii as(iii PROPN ww72b853r5n 9 3 ) ) PUNCT ww72b853r5n 9 4 and and CCONJ ww72b853r5n 9 5 as(v as(v ADV ww72b853r5n 9 6 ) ) PUNCT ww72b853r5n 9 7 adsorption adsorption NOUN ww72b853r5n 9 8 onto onto ADP ww72b853r5n 9 9 tio2 tio2 NOUN ww72b853r5n 9 10 surface surface NOUN ww72b853r5n 9 11 can can AUX ww72b853r5n 9 12 be be AUX ww72b853r5n 9 13 decreased decrease VERB ww72b853r5n 9 14 by by ADP ww72b853r5n 9 15 the the DET ww72b853r5n 9 16 presence presence NOUN ww72b853r5n 9 17 of of ADP ww72b853r5n 9 18 nom nom NOUN ww72b853r5n 9 19 in in ADP ww72b853r5n 9 20 raw raw ADJ ww72b853r5n 9 21 water water NOUN ww72b853r5n 9 22 . . PUNCT ww72b853r5n 10 1 this this DET ww72b853r5n 10 2 research research NOUN ww72b853r5n 10 3 addresses address VERB ww72b853r5n 10 4 the the DET ww72b853r5n 10 5 important important ADJ ww72b853r5n 10 6 issue issue NOUN ww72b853r5n 10 7 of of ADP ww72b853r5n 10 8 how how SCONJ ww72b853r5n 10 9 interactions interaction NOUN ww72b853r5n 10 10 between between ADP ww72b853r5n 10 11 select select ADJ ww72b853r5n 10 12 heavy heavy ADJ ww72b853r5n 10 13 metals metal NOUN ww72b853r5n 10 14 and and CCONJ ww72b853r5n 10 15 nom nom NOUN ww72b853r5n 10 16 affects affect VERB ww72b853r5n 10 17 their their PRON ww72b853r5n 10 18 ultimate ultimate ADJ ww72b853r5n 10 19 fate fate NOUN ww72b853r5n 10 20 during during ADP ww72b853r5n 10 21 drinking drink VERB ww72b853r5n 10 22 water water NOUN ww72b853r5n 10 23 treatment treatment NOUN ww72b853r5n 10 24 processes process NOUN ww72b853r5n 10 25 . . PUNCT ww72b853r5n 11 1 the the DET ww72b853r5n 11 2 experimental experimental ADJ ww72b853r5n 11 3 results result NOUN ww72b853r5n 11 4 provide provide VERB ww72b853r5n 11 5 insightful insightful ADJ ww72b853r5n 11 6 information information NOUN ww72b853r5n 11 7 for for ADP ww72b853r5n 11 8 drinking drink VERB ww72b853r5n 11 9 water water NOUN ww72b853r5n 11 10 treatment treatment NOUN ww72b853r5n 11 11 plants plant NOUN ww72b853r5n 11 12 to to PART ww72b853r5n 11 13 optimize optimize VERB ww72b853r5n 11 14 operational operational ADJ ww72b853r5n 11 15 conditions condition NOUN ww72b853r5n 11 16 in in ADP ww72b853r5n 11 17 order order NOUN ww72b853r5n 11 18 to to PART ww72b853r5n 11 19 remove remove VERB ww72b853r5n 11 20 select select ADJ ww72b853r5n 11 21 heavy heavy ADJ ww72b853r5n 11 22 metals metal NOUN ww72b853r5n 11 23 and and CCONJ ww72b853r5n 11 24 nom nom NOUN ww72b853r5n 11 25 from from ADP ww72b853r5n 11 26 water water NOUN ww72b853r5n 11 27 . . PUNCT