{"id":"https://openalex.org/W4400476673","doi":"https://doi.org/10.17977/um018v7i12024p40-57","title":"Optimizing Malaria Control: Granular and Cost-Effective Mosquito Habitat Index in Endemic Areas Through Satellite Imagery","display_name":"Optimizing Malaria Control: Granular and Cost-Effective Mosquito Habitat Index in Endemic Areas Through Satellite Imagery","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4400476673","doi":"https://doi.org/10.17977/um018v7i12024p40-57"},"language":"en","primary_location":{"id":"doi:10.17977/um018v7i12024p40-57","is_oa":true,"landing_page_url":"https://doi.org/10.17977/um018v7i12024p40-57","pdf_url":"https://journal2.um.ac.id/index.php/keds/article/download/50789/12865","source":{"id":"https://openalex.org/S4210237352","display_name":"Knowledge Engineering and Data Science","issn_l":"2597-4602","issn":["2597-4602","2597-4637"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310314921","host_organization_name":"State University of Malang","host_organization_lineage":["https://openalex.org/P4310314921"],"host_organization_lineage_names":["State University of Malang"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge Engineering and Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal2.um.ac.id/index.php/keds/article/download/50789/12865","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093645018","display_name":"Nur Ainun Daulay","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nur Ainun Daulay","raw_affiliation_strings":["Politeknik Statistika STIS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik Statistika STIS","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070245564","display_name":"Salwa Rizqina Putri","orcid":"https://orcid.org/0000-0002-5660-5020"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salwa Rizqina Putri","raw_affiliation_strings":["Politeknik Statistika STIS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik Statistika STIS","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004571379","display_name":"Arie Wahyu Wijayanto","orcid":"https://orcid.org/0000-0001-5686-7218"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arie Wahyu Wijayanto","raw_affiliation_strings":["Politeknik Statistika STIS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik Statistika STIS","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070197166","display_name":"Ika Yuni Wulansari","orcid":"https://orcid.org/0000-0002-8649-1626"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ika Yuni Wulansari","raw_affiliation_strings":["University of Technology Sydney"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093645018"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5124,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68627731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"7","issue":"1","first_page":"40","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/T10166","display_name":"Mosquito-borne diseases and control","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/T10091","display_name":"Malaria Research and Control","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/T12492","display_name":"Zoonotic diseases and public health","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.682538628578186},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.6425976753234863},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5708010196685791},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5571187734603882},{"id":"https://openalex.org/keywords/mosquito-control","display_name":"Mosquito control","score":0.551393985748291},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5350578427314758},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.5301989316940308},{"id":"https://openalex.org/keywords/anopheles","display_name":"Anopheles","score":0.49113819003105164},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4594247341156006},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4558166563510895},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.4324053227901459},{"id":"https://openalex.org/keywords/marsh","display_name":"Marsh","score":0.4138180911540985},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3326988220214844},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.3307603597640991},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.2969926595687866},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.14835259318351746},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09603095054626465}],"concepts":[{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.682538628578186},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6425976753234863},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5708010196685791},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5571187734603882},{"id":"https://openalex.org/C2779985137","wikidata":"https://www.wikidata.org/wiki/Q2003646","display_name":"Mosquito control","level":3,"score":0.551393985748291},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5350578427314758},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.5301989316940308},{"id":"https://openalex.org/C2781375639","wikidata":"https://www.wikidata.org/wiki/Q158597","display_name":"Anopheles","level":3,"score":0.49113819003105164},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4594247341156006},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4558166563510895},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.4324053227901459},{"id":"https://openalex.org/C67268981","wikidata":"https://www.wikidata.org/wiki/Q30198","display_name":"Marsh","level":3,"score":0.4138180911540985},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3326988220214844},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.3307603597640991},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2969926595687866},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.14835259318351746},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09603095054626465},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"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:10.17977/um018v7i12024p40-57","is_oa":true,"landing_page_url":"https://doi.org/10.17977/um018v7i12024p40-57","pdf_url":"https://journal2.um.ac.id/index.php/keds/article/download/50789/12865","source":{"id":"https://openalex.org/S4210237352","display_name":"Knowledge Engineering and Data Science","issn_l":"2597-4602","issn":["2597-4602","2597-4637"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310314921","host_organization_name":"State University of Malang","host_organization_lineage":["https://openalex.org/P4310314921"],"host_organization_lineage_names":["State University of Malang"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge Engineering and Data Science","raw_type":"journal-article"},{"id":"pmh:oai:eprints.uad.ac.id:83072","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401955","display_name":"Selamat Datang di Repository UAD (Universitas Ahmad Dahlan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2608206482","host_organization_name":"Universitas Ahmad Dahlan","host_organization_lineage":["https://openalex.org/I2608206482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.17977/um018v7i12024p40-57","is_oa":true,"landing_page_url":"https://doi.org/10.17977/um018v7i12024p40-57","pdf_url":"https://journal2.um.ac.id/index.php/keds/article/download/50789/12865","source":{"id":"https://openalex.org/S4210237352","display_name":"Knowledge Engineering and Data Science","issn_l":"2597-4602","issn":["2597-4602","2597-4637"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310314921","host_organization_name":"State University of Malang","host_organization_lineage":["https://openalex.org/P4310314921"],"host_organization_lineage_names":["State University of Malang"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge Engineering and Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400476673.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1865534480","https://openalex.org/W2129874910","https://openalex.org/W2134463914","https://openalex.org/W2167601989","https://openalex.org/W2792266162","https://openalex.org/W2903239367","https://openalex.org/W2927951231","https://openalex.org/W2935933488","https://openalex.org/W2936171532","https://openalex.org/W2947253263","https://openalex.org/W2948069334","https://openalex.org/W2964175997","https://openalex.org/W2968211639","https://openalex.org/W2983827128","https://openalex.org/W3022670484","https://openalex.org/W3027299578","https://openalex.org/W3034326502","https://openalex.org/W3042797526","https://openalex.org/W3044561707","https://openalex.org/W3065711484","https://openalex.org/W3098190348","https://openalex.org/W3106679542","https://openalex.org/W3121163067","https://openalex.org/W3156807174","https://openalex.org/W3160103670","https://openalex.org/W3172954532","https://openalex.org/W3175087762","https://openalex.org/W3196720065","https://openalex.org/W3198475635","https://openalex.org/W3217070677","https://openalex.org/W4205418018","https://openalex.org/W4224220267","https://openalex.org/W4224325880","https://openalex.org/W4255107128","https://openalex.org/W4280595187","https://openalex.org/W4280595856","https://openalex.org/W4281560704","https://openalex.org/W4281858690","https://openalex.org/W4282932732","https://openalex.org/W4283791750","https://openalex.org/W4285173892","https://openalex.org/W4285725616","https://openalex.org/W4293084591","https://openalex.org/W4293868333","https://openalex.org/W4293868374","https://openalex.org/W4294316680","https://openalex.org/W4307450198","https://openalex.org/W4309531153","https://openalex.org/W4312082772","https://openalex.org/W4320726429","https://openalex.org/W4321497302","https://openalex.org/W4321599526","https://openalex.org/W4322743542","https://openalex.org/W4367174772","https://openalex.org/W4377704667","https://openalex.org/W4378716554","https://openalex.org/W4379794276","https://openalex.org/W4385287110","https://openalex.org/W4386807426","https://openalex.org/W4392447355"],"related_works":["https://openalex.org/W4232427361","https://openalex.org/W3042782778","https://openalex.org/W2972625092","https://openalex.org/W1508871465","https://openalex.org/W4312168511","https://openalex.org/W2758786205","https://openalex.org/W2120149938","https://openalex.org/W4308993589","https://openalex.org/W2602368939","https://openalex.org/W2299725371"],"abstract_inverted_index":{"Malaria,":[0],"classified":[1],"as":[2,125,158],"a":[3,15,126],"tropical":[4],"disease":[5],"under":[6],"the":[7,42,50,66,82,88,131,134,142,149],"Sustainable":[8],"Development":[9],"Goals":[10],"(SDGs)":[11],"indicator":[12],"3.3,":[13],"remains":[14],"significant":[16],"global":[17],"health":[18],"challenge.":[19],"In":[20],"this":[21],"study,":[22],"by":[23,196],"taking":[24],"advantage":[25],"of":[26,31,44,65,87,164],"multiple":[27],"spectral":[28],"composite":[29],"indexes":[30],"multisource":[32],"satellite":[33,107],"imagery":[34],"to":[35,41,56,172,190],"capture":[36],"various":[37],"geospatial":[38],"features":[39],"relevant":[40,183],"suitability":[43],"marsh":[45],"mosquito":[46,60],"habitat,":[47],"we":[48],"introduced":[49],"Mosquito":[51],"Habitat":[52],"Suitability":[53],"Index":[54],"(MHSI)":[55],"assess":[57],"potential":[58],"Anopheles":[59],"breeding":[61],"sites":[62],"in":[63,75,152,177,186],"terms":[64],"vegetation":[67,91],"density,":[68],"water":[69,93],"bodies,":[70],"environment":[71],"temperature,":[72,97],"and":[73,98,104,121],"humidity":[74],"any":[76],"particular":[77,156],"areas.":[78],"The":[79],"MHSI":[80],"integrates":[81],"publicly":[83],"accessible":[84],"granular":[85],"level":[86],"normalized":[89],"difference":[90],"index,":[92,94,133],"land":[95],"surface":[96],"moisture":[99],"index":[100],"from":[101],"cost-effective":[102],"low":[103],"medium-resolution":[105],"optical":[106],"data.":[108],"We":[109],"focus":[110],"on":[111],"West":[112,178],"Papua":[113,179],"Province,":[114],"Indonesia,":[115],"known":[116],"for":[117,184,193],"diverse":[118],"ecological":[119],"conditions":[120],"varying":[122],"malaria":[123,194],"prevalence,":[124],"case":[127],"study":[128],"area.":[129],"From":[130],"built":[132],"risk":[135,151],"zone":[136],"map":[137],"is":[138,148],"then":[139],"formed":[140],"with":[141],"K-Means":[143],"algorithm.":[144],"One":[145],"key":[146],"finding":[147],"elevated":[150],"Fakfak":[153],"Regency,":[154],"demanding":[155],"attention,":[157],"its":[159,165],"high-risk":[160],"area":[161],"represents":[162],"45%":[163],"total.":[166],"This":[167],"research":[168],"aids":[169],"localized":[170],"decision-making":[171],"combat":[173],"malaria's":[174],"unique":[175],"challenges":[176],"Province":[180],"which":[181],"are":[182],"implementation":[185],"other":[187],"regions,":[188],"contributing":[189],"SDG-aligned":[191],"interventions":[192],"eradication":[195],"2030.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T06:03:25.996018","created_date":"2025-10-10T00:00:00"}
