{"id":"https://openalex.org/W4312173607","doi":"https://doi.org/10.3390/rs15010043","title":"Developing the Role of Earth Observation in Spatio-Temporal Mosquito Modelling to Identify Malaria Hot-Spots","display_name":"Developing the Role of Earth Observation in Spatio-Temporal Mosquito Modelling to Identify Malaria Hot-Spots","publication_year":2022,"publication_date":"2022-12-22","ids":{"openalex":"https://openalex.org/W4312173607","doi":"https://doi.org/10.3390/rs15010043"},"language":"en","primary_location":{"id":"doi:10.3390/rs15010043","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010043","pdf_url":"https://www.mdpi.com/2072-4292/15/1/43/pdf?version=1671701962","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/1/43/pdf?version=1671701962","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049487258","display_name":"Christopher G. Marston","orcid":"https://orcid.org/0000-0002-2070-2187"},"institutions":[{"id":"https://openalex.org/I165525304","display_name":"Edge Hill University","ror":"https://ror.org/028ndzd53","country_code":"GB","type":"education","lineage":["https://openalex.org/I165525304"]},{"id":"https://openalex.org/I4210092773","display_name":"UK Centre for Ecology & Hydrology","ror":"https://ror.org/00pggkr55","country_code":"GB","type":"other","lineage":["https://openalex.org/I4210092773"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Christopher Marston","raw_affiliation_strings":["Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK","UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK","institution_ids":["https://openalex.org/I165525304"]},{"raw_affiliation_string":"UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP, UK","institution_ids":["https://openalex.org/I4210092773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089254383","display_name":"Clare S. Rowland","orcid":"https://orcid.org/0000-0002-0459-506X"},"institutions":[{"id":"https://openalex.org/I4210092773","display_name":"UK Centre for Ecology & Hydrology","ror":"https://ror.org/00pggkr55","country_code":"GB","type":"other","lineage":["https://openalex.org/I4210092773"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Clare Rowland","raw_affiliation_strings":["UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP, UK"],"affiliations":[{"raw_affiliation_string":"UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP, UK","institution_ids":["https://openalex.org/I4210092773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016155006","display_name":"Aneurin W. O\u2019Neil","orcid":"https://orcid.org/0000-0003-3591-1034"},"institutions":[{"id":"https://openalex.org/I4210092773","display_name":"UK Centre for Ecology & Hydrology","ror":"https://ror.org/00pggkr55","country_code":"GB","type":"other","lineage":["https://openalex.org/I4210092773"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aneurin O\u2019Neil","raw_affiliation_strings":["UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP, UK"],"affiliations":[{"raw_affiliation_string":"UK Centre for Ecology and Hydrology, Lancaster Environment Centre, Library Avenue, Bailrigg, Lancaster LA1 4AP, UK","institution_ids":["https://openalex.org/I4210092773"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070281094","display_name":"Seth R. Irish","orcid":"https://orcid.org/0000-0001-8709-8247"},"institutions":[{"id":"https://openalex.org/I1289490764","display_name":"Centers for Disease Control and Prevention","ror":"https://ror.org/042twtr12","country_code":"US","type":"funder","lineage":["https://openalex.org/I1289490764","https://openalex.org/I1299022934"]},{"id":"https://openalex.org/I4210107484","display_name":"U.S. President's Malaria Initiative","ror":"https://ror.org/012rb2c33","country_code":"US","type":"other","lineage":["https://openalex.org/I1289490764","https://openalex.org/I1299022934","https://openalex.org/I2801582665","https://openalex.org/I4210107484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seth Irish","raw_affiliation_strings":["U.S. President\u2019s Malaria Initiative and Centers for Disease Control and Prevention, 1600 Clifton Road NE, Atlanta, GA 30329, USA","U.S. President's Malaria Initiative and Centers for Disease Control and Prevention, 1600 Clifton Road NE, Atlanta, GA 30329, USA"],"affiliations":[{"raw_affiliation_string":"U.S. President\u2019s Malaria Initiative and Centers for Disease Control and Prevention, 1600 Clifton Road NE, Atlanta, GA 30329, USA","institution_ids":["https://openalex.org/I4210107484","https://openalex.org/I1289490764"]},{"raw_affiliation_string":"U.S. President's Malaria Initiative and Centers for Disease Control and Prevention, 1600 Clifton Road NE, Atlanta, GA 30329, USA","institution_ids":["https://openalex.org/I4210107484","https://openalex.org/I1289490764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033146873","display_name":"Francis Wat\u2019senga","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135018","display_name":"National Institute of Biomedical Research","ror":"https://ror.org/03qyfje32","country_code":"CD","type":"government","lineage":["https://openalex.org/I4210135018"]}],"countries":["CD"],"is_corresponding":false,"raw_author_name":"Francis Wat\u2019senga","raw_affiliation_strings":["Institut National de Recherche Biom\u00e9dicale (INRB), Avenue de la D\u00e9mocratie N\u00b0 5345, Kinshasa-Gombe BP 1197, Democratic Republic of the Congo"],"affiliations":[{"raw_affiliation_string":"Institut National de Recherche Biom\u00e9dicale (INRB), Avenue de la D\u00e9mocratie N\u00b0 5345, Kinshasa-Gombe BP 1197, Democratic Republic of the Congo","institution_ids":["https://openalex.org/I4210135018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046418064","display_name":"Pilar Mart\u00edn-Gallego","orcid":"https://orcid.org/0000-0002-8459-1244"},"institutions":[{"id":"https://openalex.org/I165525304","display_name":"Edge Hill University","ror":"https://ror.org/028ndzd53","country_code":"GB","type":"education","lineage":["https://openalex.org/I165525304"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pilar Mart\u00edn-Gallego","raw_affiliation_strings":["Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK","institution_ids":["https://openalex.org/I165525304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083966057","display_name":"Paul Aplin","orcid":"https://orcid.org/0000-0002-9394-5630"},"institutions":[{"id":"https://openalex.org/I165525304","display_name":"Edge Hill University","ror":"https://ror.org/028ndzd53","country_code":"GB","type":"education","lineage":["https://openalex.org/I165525304"]},{"id":"https://openalex.org/I4387155487","display_name":"Mary Immaculate College","ror":"https://ror.org/009q3yg92","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155487"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Aplin","raw_affiliation_strings":["Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK","Department of Geography, Mary Immaculate College, South Circular Road, V94 VN26 Limerick, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK","institution_ids":["https://openalex.org/I165525304"]},{"raw_affiliation_string":"Department of Geography, Mary Immaculate College, South Circular Road, V94 VN26 Limerick, Ireland","institution_ids":["https://openalex.org/I4387155487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009746329","display_name":"Patrick Giraudoux","orcid":"https://orcid.org/0000-0003-2376-0136"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104630","display_name":"Laboratoire Chrono-Environnement","ror":"https://ror.org/028cef883","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1314251682","https://openalex.org/I2738703131","https://openalex.org/I2802818602","https://openalex.org/I2802818602","https://openalex.org/I4210102700","https://openalex.org/I4210102700","https://openalex.org/I4210104630","https://openalex.org/I4210107625","https://openalex.org/I4210110412","https://openalex.org/I4210139971","https://openalex.org/I4210155116","https://openalex.org/I4405256580"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Giraudoux","raw_affiliation_strings":["Department of Chrono-Environment, University of Bourgogne Franche-Comte/CNRS, La Bouloie, CEDEX, 25030 Besan\u00e7on, France"],"affiliations":[{"raw_affiliation_string":"Department of Chrono-Environment, University of Bourgogne Franche-Comte/CNRS, La Bouloie, CEDEX, 25030 Besan\u00e7on, France","institution_ids":["https://openalex.org/I4210104630","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018652836","display_name":"Clare Strode","orcid":"https://orcid.org/0000-0003-2833-8073"},"institutions":[{"id":"https://openalex.org/I165525304","display_name":"Edge Hill University","ror":"https://ror.org/028ndzd53","country_code":"GB","type":"education","lineage":["https://openalex.org/I165525304"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Clare Strode","raw_affiliation_strings":["Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Geology, Edge Hill University, St. Helens Road, Ormskirk L39 4QP, UK","institution_ids":["https://openalex.org/I165525304"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5049487258"],"corresponding_institution_ids":["https://openalex.org/I165525304","https://openalex.org/I4210092773"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.1973,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79392518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"43","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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/T12047","display_name":"Viral Infections and Vectors","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/abundance","display_name":"Abundance (ecology)","score":0.7703268527984619},{"id":"https://openalex.org/keywords/anopheles-gambiae","display_name":"Anopheles gambiae","score":0.7161284685134888},{"id":"https://openalex.org/keywords/malaria","display_name":"Malaria","score":0.6172758340835571},{"id":"https://openalex.org/keywords/relative-species-abundance","display_name":"Relative species abundance","score":0.543067991733551},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.5294567942619324},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.5216953158378601},{"id":"https://openalex.org/keywords/grassland","display_name":"Grassland","score":0.46188730001449585},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.44420331716537476},{"id":"https://openalex.org/keywords/anopheles","display_name":"Anopheles","score":0.4413682520389557},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.39690566062927246},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.35785478353500366},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33434468507766724},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.27526384592056274},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.15446266531944275}],"concepts":[{"id":"https://openalex.org/C77077793","wikidata":"https://www.wikidata.org/wiki/Q336019","display_name":"Abundance (ecology)","level":2,"score":0.7703268527984619},{"id":"https://openalex.org/C2776802408","wikidata":"https://www.wikidata.org/wiki/Q135237","display_name":"Anopheles gambiae","level":3,"score":0.7161284685134888},{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.6172758340835571},{"id":"https://openalex.org/C122325731","wikidata":"https://www.wikidata.org/wiki/Q3738459","display_name":"Relative species abundance","level":3,"score":0.543067991733551},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.5294567942619324},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.5216953158378601},{"id":"https://openalex.org/C2775835988","wikidata":"https://www.wikidata.org/wiki/Q1006733","display_name":"Grassland","level":2,"score":0.46188730001449585},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.44420331716537476},{"id":"https://openalex.org/C2781375639","wikidata":"https://www.wikidata.org/wiki/Q158597","display_name":"Anopheles","level":3,"score":0.4413682520389557},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.39690566062927246},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.35785478353500366},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33434468507766724},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27526384592056274},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.15446266531944275},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs15010043","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010043","pdf_url":"https://www.mdpi.com/2072-4292/15/1/43/pdf?version=1671701962","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:nora.nerc.ac.uk:534091","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400758","display_name":"NERC Open Research Archive (Natural Environment Research Council)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I141816643","host_organization_name":"Natural Environment Research Council","host_organization_lineage":["https://openalex.org/I141816643"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Publication - Article"},{"id":"pmh:oai:HAL:hal-04082355v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04082355","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2023, 15 (1), pp.43. ⟨10.3390/rs15010043⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:7826c4604c6a46ff883661f0e219287b","is_oa":true,"landing_page_url":"https://doaj.org/article/7826c4604c6a46ff883661f0e219287b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 1, p 43 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/1/43/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15010043","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 1; Pages: 43","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15010043","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010043","pdf_url":"https://www.mdpi.com/2072-4292/15/1/43/pdf?version=1671701962","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G1821415861","display_name":"UK Status, Change and Projections of the Environment (UK-SCaPE)","funder_award_id":"NE/R016429/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G3877002113","display_name":null,"funder_award_id":"NE/R016429/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G5939259534","display_name":null,"funder_award_id":"NE/R016429/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"}],"funders":[{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320323098","display_name":"Jimma University","ror":"https://ror.org/05eer8g02"},{"id":"https://openalex.org/F4320332162","display_name":"Centers for Disease Control and Prevention","ror":"https://ror.org/042twtr12"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312173607.pdf","grobid_xml":"https://content.openalex.org/works/W4312173607.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W176675871","https://openalex.org/W273955616","https://openalex.org/W1576491527","https://openalex.org/W1729017034","https://openalex.org/W1820063391","https://openalex.org/W1941258550","https://openalex.org/W1964217023","https://openalex.org/W1966310354","https://openalex.org/W1970550796","https://openalex.org/W1970760887","https://openalex.org/W1981755063","https://openalex.org/W1984670836","https://openalex.org/W1997149866","https://openalex.org/W2003157532","https://openalex.org/W2023863827","https://openalex.org/W2026121367","https://openalex.org/W2042094287","https://openalex.org/W2056435747","https://openalex.org/W2064326768","https://openalex.org/W2077509829","https://openalex.org/W2078115510","https://openalex.org/W2084744129","https://openalex.org/W2093206878","https://openalex.org/W2097580896","https://openalex.org/W2101678239","https://openalex.org/W2104726108","https://openalex.org/W2109109653","https://openalex.org/W2111860970","https://openalex.org/W2112757949","https://openalex.org/W2117242211","https://openalex.org/W2120063353","https://openalex.org/W2132030492","https://openalex.org/W2133393555","https://openalex.org/W2138055306","https://openalex.org/W2139076457","https://openalex.org/W2140901179","https://openalex.org/W2146999458","https://openalex.org/W2154534964","https://openalex.org/W2156665896","https://openalex.org/W2157200430","https://openalex.org/W2166231658","https://openalex.org/W2214297038","https://openalex.org/W2261645655","https://openalex.org/W2281846662","https://openalex.org/W2281946351","https://openalex.org/W2282831896","https://openalex.org/W2296297379","https://openalex.org/W2314033461","https://openalex.org/W2318160089","https://openalex.org/W2471292289","https://openalex.org/W2496117949","https://openalex.org/W2554383803","https://openalex.org/W2579558620","https://openalex.org/W2593086047","https://openalex.org/W2725897987","https://openalex.org/W2732792704","https://openalex.org/W2755803111","https://openalex.org/W2757279541","https://openalex.org/W2765256800","https://openalex.org/W2771599035","https://openalex.org/W2786933398","https://openalex.org/W2792676371","https://openalex.org/W2794644582","https://openalex.org/W2799470826","https://openalex.org/W2907340719","https://openalex.org/W2913065079","https://openalex.org/W2921776107","https://openalex.org/W2944552612","https://openalex.org/W2952411786","https://openalex.org/W2974894292","https://openalex.org/W3037462021","https://openalex.org/W3087096204","https://openalex.org/W3134905925","https://openalex.org/W3136729388","https://openalex.org/W6607224703","https://openalex.org/W6610017368","https://openalex.org/W6634525547","https://openalex.org/W6676586052","https://openalex.org/W6695347299","https://openalex.org/W6749639412","https://openalex.org/W6762836942","https://openalex.org/W6948292433"],"related_works":["https://openalex.org/W1968890548","https://openalex.org/W2343649896","https://openalex.org/W4392190524","https://openalex.org/W2436574078","https://openalex.org/W2249361275","https://openalex.org/W4280571146","https://openalex.org/W4386564093","https://openalex.org/W2157883790","https://openalex.org/W2120149938","https://openalex.org/W4390544385"],"abstract_inverted_index":{"Anopheles":[0],"mosquitoes":[1],"are":[2,52,98,220,414],"the":[3,45,56,60,80,84,112,115,146,184,198,229,367,387,432],"vectors":[4],"of":[5,15,32,64,83,114,149,186,200,210,228,245,285,305,369,431],"human":[6],"malaria,":[7],"a":[8,12,21,29,342,356],"disease":[9,17,371],"responsible":[10],"for":[11,162,171,236,287,292,297,307,312,317,325,359,365],"significant":[13],"burden":[14],"global":[16],"and":[18,44,62,72,88,94,119,124,133,142,166,169,177,212,242,264,295,315,333,339,353,364,378,429],"over":[19],"half":[20],"million":[22],"deaths":[23],"in":[24,39,79,109,155,193,260,268,381,384,409,423,440],"2020.":[25],"Here,":[26],"methods":[27,346,433],"using":[28,100],"time":[30,89],"series":[31,90],"cost-free":[33],"Earth":[34,50],"Observation":[35],"(EO)":[36],"data,":[37],"45,844":[38],"situ":[40,410],"mosquito":[41,117,131,195,204,351,411],"monitoring":[42,412],"captures,":[43],"cloud":[46],"processing":[47],"platform":[48],"Google":[49],"Engine":[51],"developed":[53,396],"to":[54,104,111,157,181,218,270,374,391,400,404],"identify":[55,105],"biogeographical":[57,150],"variables":[58,151,185],"driving":[59],"abundance":[61,113,196,234,247,321],"distribution":[63],"three":[65,116],"malaria":[66,252,376],"vectors\u2014Anopheles":[67],"gambiae":[68,164,262,289,309],"s.l.,":[69,290,310],"An.":[70,73,163,167,172,261,265,274,288,293,298,308,313,318],"funestus,":[71,294,314],"paludis\u2014in":[74],"two":[75],"highly":[76],"endemic":[77,382],"areas":[78],"Democratic":[81],"Republic":[82],"Congo.":[85],"EO-derived":[86],"topographical":[87],"land":[91,178],"surface":[92,179],"temperature":[93,180],"rainfall":[95,176,191],"data":[96,413],"sets":[97],"analysed":[99],"Random":[101],"Forests":[102],"(RFs)":[103],"their":[106],"relative":[107],"importance":[108],"relation":[110,156],"species,":[118,132,238],"they":[120],"show":[121],"how":[122,330],"spatial":[123,241],"temporal":[125,243,258],"distributions":[126],"vary":[127],"by":[128,130,134,249,434],"site,":[129],"month.":[135],"The":[136,395],"observed":[137],"relationships":[138],"differed":[139],"between":[140],"species":[141,158,331],"study":[143],"areas,":[144,406],"with":[145,189,281,386],"overall":[147],"number":[148],"identified":[152,223],"as":[153,203,214,216,224],"important":[154],"abundance,":[159,332],"being":[160],"30":[161],"s.l.":[165,263],"funestus":[168,275],"26":[170],"paludis.":[173,299,319],"Results":[174,255],"indicate":[175,256],"consistently":[182,222],"be":[183,401],"highest":[187],"importance,":[188],"higher":[190],"resulting":[192],"greater":[194,257],"through":[197],"creation":[199],"pools":[201],"acting":[202],"larval":[205],"habitats;":[206],"however,":[207],"proportional":[208],"coverage":[209],"forest":[211],"grassland,":[213],"well":[215],"proximity":[217],"forests,":[219],"also":[221,419],"important.":[225],"Predictive":[226],"application":[227],"RF":[230],"models":[231],"generated":[232],"monthly":[233],"maps":[235],"each":[237],"identifying":[239],"both":[240],"hot-spots":[244],"high":[246],"and,":[248],"proxy,":[250],"increased":[251],"infection":[253],"risk.":[254],"variability":[259],"paludis":[266],"abundances":[267,284],"response":[269],"seasonal":[271],"rainfall,":[272],"whereas":[273],"is":[276],"generally":[277],"more":[278],"temporally":[279],"stable,":[280],"maximum":[282],"predicted":[283],"122":[286],"283":[291],"120":[296],"Model":[300],"validation":[301],"produced":[302],"R2":[303],"values":[304,322],"0.717":[306],"0.861":[311],"0.448":[316],"Monthly":[320],"were":[323,418],"extracted":[324],"248,089":[326],"individual":[327],"buildings,":[328],"demonstrating":[329],"therefore":[334],"biting":[335],"pressure,":[336],"varies":[337],"spatially":[338],"seasonally":[340],"on":[341],"building-to-building":[343],"basis.":[344],"These":[345],"advance":[347],"previous":[348],"broader":[349],"regional":[350],"mapping":[352],"can":[354],"provide":[355],"crucial":[357],"tool":[358],"designing":[360],"bespoke":[361],"control":[362,372],"programs":[363],"improving":[366],"targeting":[368],"resource-constrained":[370],"activities":[373],"reduce":[375],"transmission":[377],"subsequent":[379],"mortality":[380],"regions,":[383],"line":[385],"WHO\u2019s":[388],"\u2018High":[389],"Burden":[390],"High":[392],"Impact\u2019":[393],"initiative.":[394],"method":[397],"was":[398],"designed":[399],"widely":[402],"applicable":[403],"other":[405],"where":[407],"suitable":[408],"available.":[415],"Training":[416],"materials":[417],"made":[420],"freely":[421],"available":[422],"multiple":[424],"languages,":[425],"enabling":[426],"wider":[427],"uptake":[428],"implementation":[430],"users":[435],"without":[436],"requiring":[437],"prior":[438],"expertise":[439],"EO.":[441]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2023-01-04T00:00:00"}