{"id":"https://openalex.org/W2159742849","doi":"https://doi.org/10.1109/tgrs.2009.2028332","title":"Risk Mapping of Schistosomiasis in Minas Gerais, Brazil, Using MODIS and Socioeconomic Spatial Data","display_name":"Risk Mapping of Schistosomiasis in Minas Gerais, Brazil, Using MODIS and Socioeconomic Spatial Data","publication_year":2009,"publication_date":"2009-10-09","ids":{"openalex":"https://openalex.org/W2159742849","doi":"https://doi.org/10.1109/tgrs.2009.2028332","mag":"2159742849"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2009.2028332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2009.2028332","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","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/A5111977645","display_name":"Fl\u00e1via Toledo Martins-Bed\u00ea","orcid":null},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"F.T. Martins-Bede","raw_affiliation_strings":["Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":null,"display_name":"C.C. Freitas","orcid":null},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"C.C. Freitas","raw_affiliation_strings":["Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085857516","display_name":"Luciano Vieira Dutra","orcid":"https://orcid.org/0000-0002-7757-039X"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"L.V. Dutra","raw_affiliation_strings":["Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047439471","display_name":"Sandra Sandri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]},{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR","ES"],"is_corresponding":false,"raw_author_name":"S.A. Sandri","raw_affiliation_strings":["National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil","Spanish National Research Council, Artificial Intelligence Research Institute, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil","institution_ids":["https://openalex.org/I80849659"]},{"raw_affiliation_string":"Spanish National Research Council, Artificial Intelligence Research Institute, Barcelona, Spain","institution_ids":["https://openalex.org/I4210131846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074059689","display_name":"Fernanda Rodrigues Fonseca","orcid":"https://orcid.org/0000-0002-0035-1033"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"F.R. Fonseca","raw_affiliation_strings":["Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research, S\u00e3o Jos\u00e9 dos Campos-SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020248541","display_name":"Isabela Drummond","orcid":"https://orcid.org/0000-0003-0368-3970"},"institutions":[{"id":"https://openalex.org/I8165072","display_name":"Universidade Federal de Itajub\u00e1","ror":"https://ror.org/00235nr42","country_code":"BR","type":"education","lineage":["https://openalex.org/I8165072"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"I.N. Drummond","raw_affiliation_strings":["Mathematics and Computation Department, Federal University of Itajub\u00e1, Itajub\u00e1-MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computation Department, Federal University of Itajub\u00e1, Itajub\u00e1-MG, Brazil","institution_ids":["https://openalex.org/I8165072"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034580784","display_name":"Ricardo Jos\u00e9 de Paula Souza e Guimar\u00e3es","orcid":"https://orcid.org/0000-0002-5767-4765"},"institutions":[{"id":"https://openalex.org/I4210123796","display_name":"Grupo Santa Casa de Belo Horizonte","ror":"https://ror.org/024w2fr05","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210123796"]},{"id":"https://openalex.org/I52325","display_name":"Funda\u00e7\u00e3o Oswaldo Cruz","ror":"https://ror.org/04jhswv08","country_code":"BR","type":"facility","lineage":["https://openalex.org/I52325"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"R.J. de Paula Souza Guimaraes","raw_affiliation_strings":["Oswaldo Cruz Foundation, Ren\u00e9 Rachou Research Center, Belo Horizonte-MG, Brazil","Santa Casa de Miseric\u00f3rdia of Belo Horizonte, Belo Horizonte-MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Oswaldo Cruz Foundation, Ren\u00e9 Rachou Research Center, Belo Horizonte-MG, Brazil","institution_ids":["https://openalex.org/I52325"]},{"raw_affiliation_string":"Santa Casa de Miseric\u00f3rdia of Belo Horizonte, Belo Horizonte-MG, Brazil","institution_ids":["https://openalex.org/I4210123796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101847488","display_name":"Ronaldo Amaral","orcid":"https://orcid.org/0000-0003-0135-1913"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R.S. Amaral","raw_affiliation_strings":["Health Vigilance Secretary-MS, Schistosomiasis Management/Coordena\u00e7\u00e3o de Doen\u00e7as Transmitidas por Vetores, Bras\u00edlia-DF, Brazil"],"affiliations":[{"raw_affiliation_string":"Health Vigilance Secretary-MS, Schistosomiasis Management/Coordena\u00e7\u00e3o de Doen\u00e7as Transmitidas por Vetores, Bras\u00edlia-DF, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112147352","display_name":"Omar S Carvalho","orcid":null},"institutions":[{"id":"https://openalex.org/I52325","display_name":"Funda\u00e7\u00e3o Oswaldo Cruz","ror":"https://ror.org/04jhswv08","country_code":"BR","type":"facility","lineage":["https://openalex.org/I52325"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"O.S. Carvalho","raw_affiliation_strings":["Laboratory of Helminthology and Medical Malacology, Brazil","Oswaldo Cruz Foundation, Ren\u00e9 Rachou Research Center, Belo Horizonte-MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Helminthology and Medical Malacology, Brazil","institution_ids":[]},{"raw_affiliation_string":"Oswaldo Cruz Foundation, Ren\u00e9 Rachou Research Center, Belo Horizonte-MG, Brazil","institution_ids":["https://openalex.org/I52325"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5111977645"],"corresponding_institution_ids":["https://openalex.org/I80849659"],"apc_list":null,"apc_paid":null,"fwci":3.3471,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91900856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"47","issue":"11","first_page":"3899","last_page":"3908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10209","display_name":"Global Maternal and Child Health","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10209","display_name":"Global Maternal and Child Health","score":0.9419000148773193,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10596","display_name":"Child Nutrition and Water Access","score":0.90829998254776,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/schistosomiasis","display_name":"Schistosomiasis","score":0.6598209738731384},{"id":"https://openalex.org/keywords/biomphalaria","display_name":"Biomphalaria","score":0.48723211884498596},{"id":"https://openalex.org/keywords/socioeconomic-status","display_name":"Socioeconomic status","score":0.48356959223747253},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.46040666103363037},{"id":"https://openalex.org/keywords/tropical-disease","display_name":"Tropical disease","score":0.4228646457195282},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3752543032169342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37461328506469727},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3673141896724701},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.36567920446395874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2946760356426239},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.28977370262145996},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.2760443687438965},{"id":"https://openalex.org/keywords/schistosoma-mansoni","display_name":"Schistosoma mansoni","score":0.21866121888160706},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18161362409591675},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16016119718551636},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.08903869986534119}],"concepts":[{"id":"https://openalex.org/C2776225656","wikidata":"https://www.wikidata.org/wiki/Q221159","display_name":"Schistosomiasis","level":3,"score":0.6598209738731384},{"id":"https://openalex.org/C2775934075","wikidata":"https://www.wikidata.org/wiki/Q3075178","display_name":"Biomphalaria","level":5,"score":0.48723211884498596},{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.48356959223747253},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.46040666103363037},{"id":"https://openalex.org/C2777474118","wikidata":"https://www.wikidata.org/wiki/Q1345671","display_name":"Tropical disease","level":3,"score":0.4228646457195282},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3752543032169342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37461328506469727},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3673141896724701},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.36567920446395874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2946760356426239},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.28977370262145996},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.2760443687438965},{"id":"https://openalex.org/C2776863245","wikidata":"https://www.wikidata.org/wiki/Q2324689","display_name":"Schistosoma mansoni","level":4,"score":0.21866121888160706},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18161362409591675},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16016119718551636},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.08903869986534119},{"id":"https://openalex.org/C165901193","wikidata":"https://www.wikidata.org/wiki/Q3129936","display_name":"Helminths","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgrs.2009.2028332","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2009.2028332","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.872.8464","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.872.8464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dpi.inpe.br/geoschisto/publicacoes/Martins_etal_2009.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1875988240","https://openalex.org/W1975005043","https://openalex.org/W1975159016","https://openalex.org/W1984057789","https://openalex.org/W1985869789","https://openalex.org/W1989220969","https://openalex.org/W2017493739","https://openalex.org/W2044662887","https://openalex.org/W2056433471","https://openalex.org/W2076463046","https://openalex.org/W2083006318","https://openalex.org/W2090617171","https://openalex.org/W2102877384","https://openalex.org/W2110912953","https://openalex.org/W2116559676","https://openalex.org/W2122390100","https://openalex.org/W2130083540","https://openalex.org/W2136347018","https://openalex.org/W2147348621","https://openalex.org/W2163225015","https://openalex.org/W4301665628"],"related_works":["https://openalex.org/W2296039063","https://openalex.org/W3148130686","https://openalex.org/W4382024254","https://openalex.org/W4366430383","https://openalex.org/W2900896086","https://openalex.org/W3117749821","https://openalex.org/W4324149702","https://openalex.org/W3161375557","https://openalex.org/W2276944127","https://openalex.org/W4308959213"],"abstract_inverted_index":{"Schistosomiasis":[0],"mansoni":[1],"is":[2,66,194],"a":[3,24,46,85,100,103,117,146,233],"disease":[4,30,128],"with":[5],"social":[6],"and":[7,95,102,123,145,163,190,216,244],"behavioral":[8],"characteristics.":[9],"Snails":[10],"of":[11,53,58,63,72,76,87,107,152,159,178,184,188,199],"the":[12,17,29,56,69,97,110,114,127,131,135,138,164,176,185,197,207,213,219],"<i":[13],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[14],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Biomphalaria</i>":[15],"species,":[16],"disease's":[18],"intermediate":[19],"host,":[20],"use":[21],"water":[22],"as":[23],"vehicle":[25],"to":[26,42,67,125,231,236],"infect":[27],"man,":[28],"main":[31],"host.":[32],"In":[33,113,134],"Brazil,":[34],"six":[35],"million":[36,47],"people":[37],"are":[38],"infected.":[39],"From":[40],"1995":[41],"2005,":[43],"more":[44],"than":[45],"positive":[48],"cases":[49],"were":[50,169,223],"reported,":[51],"27%":[52],"them":[54,108],"in":[55,74,142,182,238],"state":[57,139],"Minas":[59],"Gerais.":[60],"The":[61,154,204],"objective":[62],"this":[64],"paper":[65],"estimate":[68,126],"prevalence":[70],"risk":[71,129],"schistosomiasis,":[73],"terms":[75,183],"remote":[77],"sensing,":[78],"climate,":[79],"socioeconomic,":[80],"or":[81,84],"neighborhood":[82],"variables":[83],"subset":[86],"them.":[88,153],"We":[89],"present":[90],"two":[91,200],"approaches":[92],"for":[93,130,150,196,206,212,218],"modeling":[94],"classifying":[96],"infection":[98],"risk:":[99],"global":[101,214],"regional":[104,220],"one,":[105,221],"both":[106],"using":[109],"aforementioned":[111],"variables.":[112],"first":[115,155],"approach,":[116,137],"unique":[118],"regression":[119],"model":[120,147,156,215],"was":[121,140,148,210],"generated":[122,149],"used":[124,195],"entire":[132],"state.":[133],"second":[136,165],"divided":[141],"four":[143],"regions,":[144],"each":[151],"obtained":[157],"47.2%":[158],"overall":[160],"accuracy":[161],"(AC)":[162],"achieved":[166],"62.4%,":[167],"which":[168,222],"considered":[170,225],"unsatisfactory.":[171],"To":[172],"improve":[173],"these":[174],"results,":[175],"concept":[177],"imprecise":[179,201,208],"classification,":[180],"defined":[181],"standard":[186],"deviation":[187],"estimates":[189],"several":[191],"reliability":[192],"levels,":[193],"generation":[198],"classification":[202,209],"maps.":[203],"AC":[205],"83.8%":[211],"91.9%":[217],"now":[224],"acceptable.":[226],"Particularly,":[227],"regionalization":[228],"has":[229],"proven":[230],"be":[232],"good":[234],"guideline":[235],"follow":[237],"future":[239],"works":[240],"involving":[241],"geographical":[242],"aspects":[243],"large":[245],"data":[246],"heterogeneity.":[247]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
