{"id":"https://openalex.org/W2910950211","doi":"https://doi.org/10.1289/isee.2017.2017-526","title":"Development of Land Use Regression Model for Fine Particles in Peri-Urban South India","display_name":"Development of Land Use Regression Model for Fine Particles in Peri-Urban South India","publication_year":2018,"publication_date":"2018-02-01","ids":{"openalex":"https://openalex.org/W2910950211","doi":"https://doi.org/10.1289/isee.2017.2017-526","mag":"2910950211"},"language":"en","primary_location":{"id":"doi:10.1289/isee.2017.2017-526","doi":"https://doi.org/10.1289/isee.2017.2017-526","is_oa":false,"landing_page_url":"https://doi.org/10.1289/isee.2017.2017-526","pdf_url":null,"source":{"id":"https://openalex.org/S4210195765","display_name":"ISEE Conference Abstracts","issn_l":"1078-0475","issn":["1078-0475","2169-2181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319799","host_organization_name":"National Institute of Environmental Health Sciences","host_organization_lineage":["https://openalex.org/P4310319799","https://openalex.org/P4310316754"],"host_organization_lineage_names":["National Institute of Environmental Health Sciences","National Institutes of Health"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISEE Conference Abstracts","raw_type":"journal-article"},"volume":null,"type":"conference-abstract","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110730065","display_name":"Margaux Sanchez","orcid":"https://orcid.org/0000-0002-1923-6393","observed_orcids":["https://orcid.org/0000-0002-1923-6393","https://orcid.org/0009-0002-6819-8503"]},"institutions":[{"id":"https://openalex.org/I4210092159","display_name":"Center for Research in Environmental Epidemiology","ror":"https://ror.org/00ftv8552","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092159"]},{"id":"https://openalex.org/I4210148332","display_name":"Barcelona Institute for Global Health","ror":"https://ror.org/03hjgt059","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210148332","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Margaux Sanchez","raw_affiliation_strings":["ISGlobal, Centre for Research in Environmental Epidemiology, Spain,  E-mail Address: [email\u00a0protected]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGlobal, Centre for Research in Environmental Epidemiology, Spain,  E-mail Address: [email\u00a0protected]","institution_ids":["https://openalex.org/I4210092159","https://openalex.org/I4210148332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015737839","display_name":"Albert Ambr\u00f3s","orcid":"https://orcid.org/0000-0002-7968-1747","observed_orcids":["https://orcid.org/0000-0002-7968-1747"]},"institutions":[{"id":"https://openalex.org/I4210092159","display_name":"Center for Research in Environmental Epidemiology","ror":"https://ror.org/00ftv8552","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092159"]},{"id":"https://openalex.org/I4210148332","display_name":"Barcelona Institute for Global Health","ror":"https://ror.org/03hjgt059","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210148332","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Albert Ambros","raw_affiliation_strings":["ISGlobal, Centre for Research in Environmental Epidemiology, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGlobal, Centre for Research in Environmental Epidemiology, Spain","institution_ids":["https://openalex.org/I4210092159","https://openalex.org/I4210148332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030623347","display_name":"Ma\u00eblle Salmon","orcid":"https://orcid.org/0000-0002-2815-0399","observed_orcids":["https://orcid.org/0000-0002-2815-0399"]},"institutions":[{"id":"https://openalex.org/I4210092159","display_name":"Center for Research in Environmental Epidemiology","ror":"https://ror.org/00ftv8552","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092159"]},{"id":"https://openalex.org/I4210148332","display_name":"Barcelona Institute for Global Health","ror":"https://ror.org/03hjgt059","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210148332","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ma\u00eblle Salmon","raw_affiliation_strings":["ISGlobal, Centre for Research in Environmental Epidemiology, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGlobal, Centre for Research in Environmental Epidemiology, Spain","institution_ids":["https://openalex.org/I4210092159","https://openalex.org/I4210148332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072392294","display_name":"Carles Mil\u00e0","orcid":"https://orcid.org/0000-0003-0470-0760","observed_orcids":["https://orcid.org/0000-0003-0470-0760"]},"institutions":[{"id":"https://openalex.org/I4210092159","display_name":"Center for Research in Environmental Epidemiology","ror":"https://ror.org/00ftv8552","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092159"]},{"id":"https://openalex.org/I4210148332","display_name":"Barcelona Institute for Global Health","ror":"https://ror.org/03hjgt059","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210148332","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carles Mila","raw_affiliation_strings":["ISGlobal, Centre for Research in Environmental Epidemiology, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGlobal, Centre for Research in Environmental Epidemiology, Spain","institution_ids":["https://openalex.org/I4210092159","https://openalex.org/I4210148332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036791533","display_name":"Sreekanth Vakacherla","orcid":"https://orcid.org/0000-0003-0400-6584","observed_orcids":["https://orcid.org/0000-0003-0400-6584"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vakacherla Sreekanth","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, United States","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050225100","display_name":"Julian  D. Marshall","orcid":"https://orcid.org/0000-0003-4087-1209","observed_orcids":["https://orcid.org/0000-0003-4087-1209"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julian D. Marshall","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Washington, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Washington, United States","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008963782","display_name":"Cathryn C. Tonne","orcid":"https://orcid.org/0000-0003-3919-8264","observed_orcids":["https://orcid.org/0000-0003-3919-8264"]},"institutions":[{"id":"https://openalex.org/I4210092159","display_name":"Center for Research in Environmental Epidemiology","ror":"https://ror.org/00ftv8552","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092159"]},{"id":"https://openalex.org/I4210148332","display_name":"Barcelona Institute for Global Health","ror":"https://ror.org/03hjgt059","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210148332","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cathryn Tonne","raw_affiliation_strings":["ISGlobal, Centre for Research in Environmental Epidemiology, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISGlobal, Centre for Research in Environmental Epidemiology, Spain","institution_ids":["https://openalex.org/I4210092159","https://openalex.org/I4210148332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12259","display_name":"Environmental Justice and Health Disparities","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/land-use-regression","display_name":"land use regression","score":0.8629999756813049},{"id":"https://openalex.org/keywords/pm2-5","display_name":"PM2.5","score":0.9789999723434448},{"id":"https://openalex.org/keywords/particulate-matter","display_name":"particulate matter","score":0.8690000176429749},{"id":"https://openalex.org/keywords/industrial-emissions","display_name":"industrial emissions","score":0.6970000267028809},{"id":"https://openalex.org/keywords/solid-fuel-use","display_name":"solid fuel use","score":0.8629999756813049},{"id":"https://openalex.org/keywords/tree-cover","display_name":"tree cover","score":0.8830000162124634},{"id":"https://openalex.org/keywords/urbanization-indicators","display_name":"urbanization indicators","score":0.8240000009536743},{"id":"https://openalex.org/keywords/developing-countries","display_name":"developing countries","score":0.6209999918937683},{"id":"https://openalex.org/keywords/south-india","display_name":"South India","score":0.5619999766349792}],"concepts":[{"id":"https://openalex.org/C2778374610","wikidata":"https://www.wikidata.org/wiki/Q1542990","display_name":"Peri","level":2,"score":0.5378835201263428},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.4878380596637726},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4615902900695801},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.43924859166145325},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.4392356872558594},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3903435468673706},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24269872903823853},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19436344504356384},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10692498087882996},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1289/isee.2017.2017-526","doi":"https://doi.org/10.1289/isee.2017.2017-526","is_oa":false,"landing_page_url":"https://doi.org/10.1289/isee.2017.2017-526","pdf_url":null,"source":{"id":"https://openalex.org/S4210195765","display_name":"ISEE Conference Abstracts","issn_l":"1078-0475","issn":["1078-0475","2169-2181"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319799","host_organization_name":"National Institute of Environmental Health Sciences","host_organization_lineage":["https://openalex.org/P4310319799","https://openalex.org/P4310316754"],"host_organization_lineage_names":["National Institute of Environmental Health Sciences","National Institutes of Health"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISEE Conference Abstracts","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8787999749183655,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Good health and well-being","score":0.46810001134872437,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2796040336","https://openalex.org/W2914684298","https://openalex.org/W4385225012","https://openalex.org/W3166987052","https://openalex.org/W2066544083","https://openalex.org/W2161044029","https://openalex.org/W2047607205","https://openalex.org/W7083226672","https://openalex.org/W4395665372","https://openalex.org/W3109157657"],"abstract_inverted_index":{"Background/Aim:":[0],"Land-use":[1],"regression":[2],"(LUR)":[3],"models":[4,161,239],"have":[5],"been":[6],"developed":[7,21,54],"to":[8,58,90,94,148,155,183,202,264,275,292],"estimate":[9,276],"particulate":[10],"matter":[11],"(PM2.5)":[12],"at":[13,151],"fine":[14],"spatial":[15,60,256],"resolution":[16],"in":[17,25,64,85,109,120,217,242,245,258,278],"urbanized":[18],"areas":[19,30],"of":[20,37,40,49,62,172,214,236,271,282],"countries.":[22],"Their":[23],"use":[24],"developing":[26,284],"countries":[27],"and":[28,43,96,100,126,138,205,230],"peri-urban":[29,66,280],"is":[31,261,290],"limited":[32,44],"by":[33,92],"the":[34,50,156,215,253,269,272],"wider":[35],"range":[36],"sources,":[38],"scarcity":[39],"monitoring":[41],"data,":[42],"geographic":[45],"data.":[46],"As":[47],"part":[48],"CHAI":[51],"project,":[52],"we":[53],"a":[55,65,143,231,279,283],"LUR":[56,273],"model":[57,188,211,224,246],"predict":[59,149],"variability":[61],"PM2.5":[63,84,150,177,260,277],"area":[67,75,281],"outside":[68],"Hyderabad,":[69],"South":[70],"India.":[71],"Methods:":[72],"The":[73,210],"study":[74,254],"covers":[76],"28":[77],"villages":[78,121],"over":[79,104],"~540":[80],"km2.":[81],"We":[82,141],"measured":[83,218],"24":[86],"in-village":[87],"sites":[88,153],"selected":[89,244],"vary":[91],"distance":[93,201],"roads":[95],"industry,":[97],"population":[98],"density,":[99],"solid-fuel":[101],"use.":[102],"Sampling":[103],"11":[105],"days":[106],"was":[107,178],"conducted":[108],"two":[110],"seasons.":[111],"Predictors":[112],"were":[113,130,162],"derived":[114,131],"from":[115,132,181],"manually":[116],"geocoded":[117],"non-residential":[118],"places":[119],"(e.g.":[122],"shops),":[123],"households,":[124],"industries,":[125],"roads.":[127],"Other":[128],"predictors":[129,189,294],"remote":[133],"sensing":[134],"data":[135],"(urbanization":[136],"indicators":[137],"tree":[139,193],"cover).":[140],"used":[142],"supervised":[144],"stepwise":[145],"selection":[146],"approach":[147,274],"measurement":[152],"according":[154],"ESCAPE":[157],"project":[158],"methodology.":[159],"\u201cEvaluation\u201d":[160,238],"built":[163],"using":[164],"Monte":[165],"Carlo":[166],"random":[167],"re-sampling,":[168],"with":[169,226],"15":[170],"sets":[171],"18":[173],"sites.":[174,186],"Results:":[175],"Mean(sd)":[176],"34.1(3.2)\u03bcg/m3,":[179],"ranging":[180],"25.9":[182],"40.7":[184],"across":[185],"Final":[187],"included":[190],"village-level":[191],"urbanization,":[192],"cover":[194],"within":[195,199,208],"300-m,":[196],"longitude,":[197],"industries":[198],"2-km,":[200],"religious":[203],"center":[204],"energy":[206],"supplies":[207],"300-m.":[209],"explained":[212,228],"69%":[213],"variance":[216,229],"PM2.5.":[219],"Leave-one-out":[220],"cross-validation":[221],"showed":[222],"good":[223],"performance,":[225],"similar":[227],"mean(sd)":[232],"root-mean":[233],"square":[234],"error":[235],"2.4(2.3).":[237],"indicated":[240],"consistency":[241],"variables":[243],"building.":[247],"Conclusions:":[248],"Results":[249,267],"suggest":[250],"that,":[251],"for":[252],"location,":[255],"variation":[257],"outdoor":[259],"mainly":[262],"attributable":[263],"non-traffic":[265],"sources.":[266,297],"demonstrate":[268],"suitability":[270],"country,":[285],"but":[286],"substantial":[287],"field":[288],"work":[289],"required":[291],"generate":[293],"representing":[295],"local":[296]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2019-01-25T00:00:00"}
