{"id":"https://openalex.org/W7128530679","doi":"https://doi.org/10.4269/ajtmh.25-0329","title":"Association of Climate Variables with Plasmodium vivax and Plasmodium falciparum Malaria Cases in Mandoto, Madagascar: A Statistical Modeling Study","display_name":"Association of Climate Variables with Plasmodium vivax and Plasmodium falciparum Malaria Cases in Mandoto, Madagascar: A Statistical Modeling Study","publication_year":2026,"publication_date":"2026-02-10","ids":{"openalex":"https://openalex.org/W7128530679","doi":"https://doi.org/10.4269/ajtmh.25-0329","pmid":"https://pubmed.ncbi.nlm.nih.gov/41666420","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13045628"},"language":"en","primary_location":{"id":"doi:10.4269/ajtmh.25-0329","doi":"https://doi.org/10.4269/ajtmh.25-0329","is_oa":true,"landing_page_url":"https://doi.org/10.4269/ajtmh.25-0329","pdf_url":null,"source":{"id":"https://openalex.org/S100045985","display_name":"American Journal of Tropical Medicine and Hygiene","issn_l":"0002-9637","issn":["0002-9637","1476-1645"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315658","host_organization_name":"American Society of Tropical Medicine and Hygiene","host_organization_lineage":["https://openalex.org/P4310315658"],"host_organization_lineage_names":["American Society of Tropical Medicine and Hygiene"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Journal of Tropical Medicine and Hygiene","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.4269/ajtmh.25-0329","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042893825","display_name":"Eliharintsoa Rajaonarimirana","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I157536573","display_name":"Institut Pasteur","ror":"https://ror.org/0495fxg12","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I157536573"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210133373","display_name":"Institut Pasteur de Madagascar","ror":"https://ror.org/03fkjvy27","country_code":"MG","type":"nonprofit","lineage":["https://openalex.org/I4210133373"]}],"countries":["FR","MG"],"is_corresponding":true,"raw_author_name":"Eliharintsoa Rajaonarimirana","raw_affiliation_strings":["Coll\u00e8ge Doctoral, Sorbonne Universit\u00e9, Paris, France;","Epidemiology and Clinical Research Unit, Institut Pasteur de Madagascar, Antananarivo, Madagascar;","Infectious Disease Epidemiology and Analytics G5 Unit, Institut Pasteur, Universit\u00e9 Paris Cit\u00e9, INSERM, Paris, France;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coll\u00e8ge Doctoral, Sorbonne Universit\u00e9, Paris, France;","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"Epidemiology and Clinical Research Unit, Institut Pasteur de Madagascar, Antananarivo, Madagascar;","institution_ids":["https://openalex.org/I4210133373"]},{"raw_affiliation_string":"Infectious Disease Epidemiology and Analytics G5 Unit, Institut Pasteur, Universit\u00e9 Paris Cit\u00e9, INSERM, Paris, France;","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I157536573","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065623443","display_name":"Masiarivony Ravaoarimanga","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210133373","display_name":"Institut Pasteur de Madagascar","ror":"https://ror.org/03fkjvy27","country_code":"MG","type":"nonprofit","lineage":["https://openalex.org/I4210133373"]}],"countries":["MG"],"is_corresponding":false,"raw_author_name":"Masiarivony Ravaoarimanga","raw_affiliation_strings":["Epidemiology and Clinical Research Unit, Institut Pasteur de Madagascar, Antananarivo, Madagascar;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Epidemiology and Clinical Research Unit, Institut Pasteur de Madagascar, Antananarivo, Madagascar;","institution_ids":["https://openalex.org/I4210133373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090255808","display_name":"Sophie E. Lockwood","orcid":"https://orcid.org/0000-0002-7838-0846","observed_orcids":["https://orcid.org/0000-0002-7838-0846"]},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophie Lockwood","raw_affiliation_strings":["Department of Ecology and Evolution, University of Chicago, Chicago, Illinois;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolution, University of Chicago, Chicago, Illinois;","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5157950253","display_name":"Estee Cramer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I157536573","display_name":"Institut Pasteur","ror":"https://ror.org/0495fxg12","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I157536573"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Estee Cramer","raw_affiliation_strings":["Infectious Disease Epidemiology and Analytics G5 Unit, Institut Pasteur, Universit\u00e9 Paris Cit\u00e9, INSERM, Paris, France;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infectious Disease Epidemiology and Analytics G5 Unit, Institut Pasteur, Universit\u00e9 Paris Cit\u00e9, INSERM, Paris, France;","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I157536573","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125534444","display_name":"Malalatiana Rajesy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210162822","display_name":"Ministry of Public Health","ror":"https://ror.org/05d0mtf30","country_code":"MG","type":"government","lineage":["https://openalex.org/I4210162822"]}],"countries":["MG"],"is_corresponding":false,"raw_author_name":"Malalatiana Rajesy","raw_affiliation_strings":["Mandoto Public Health District Service, Antananarivo, Madagascar;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mandoto Public Health District Service, Antananarivo, Madagascar;","institution_ids":["https://openalex.org/I4210162822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037076197","display_name":"CHRIS J. DRAKELEY","orcid":"https://orcid.org/0000-0003-4863-075X","observed_orcids":["https://orcid.org/0000-0003-4863-075X"]},"institutions":[{"id":"https://openalex.org/I4210089966","display_name":"London School of Hygiene & Tropical Medicine","ror":"https://ror.org/00a0jsq62","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I4210089966"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris Drakeley","raw_affiliation_strings":["Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, United Kingdom","institution_ids":["https://openalex.org/I4210089966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078738376","display_name":"Rindra Vatosoa Randremanana","orcid":"https://orcid.org/0000-0002-6174-8827","observed_orcids":["https://orcid.org/0000-0002-6174-8827"]},"institutions":[{"id":"https://openalex.org/I4210133373","display_name":"Institut Pasteur de Madagascar","ror":"https://ror.org/03fkjvy27","country_code":"MG","type":"nonprofit","lineage":["https://openalex.org/I4210133373"]}],"countries":["MG"],"is_corresponding":false,"raw_author_name":"Rindra Vatosoa Randremanana","raw_affiliation_strings":["Epidemiology and Clinical Research Unit, Institut Pasteur de Madagascar, Antananarivo, Madagascar;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Epidemiology and Clinical Research Unit, Institut Pasteur de Madagascar, Antananarivo, Madagascar;","institution_ids":["https://openalex.org/I4210133373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056258333","display_name":"Michael T. White","orcid":"https://orcid.org/0000-0002-7472-4138","observed_orcids":["https://orcid.org/0000-0002-7472-4138","https://orcid.org/0000-0001-7508-7882"]},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I157536573","display_name":"Institut Pasteur","ror":"https://ror.org/0495fxg12","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I157536573"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michael White","raw_affiliation_strings":["Infectious Disease Epidemiology and Analytics G5 Unit, Institut Pasteur, Universit\u00e9 Paris Cit\u00e9, INSERM, Paris, France;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infectious Disease Epidemiology and Analytics G5 Unit, Institut Pasteur, Universit\u00e9 Paris Cit\u00e9, INSERM, Paris, France;","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I157536573","https://openalex.org/I204730241"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5042893825"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I157536573","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210133373"],"apc_list":null,"apc_paid":null,"fwci":4.7573,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88117194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"114","issue":"4","first_page":"690","last_page":"701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10091","display_name":"Malaria Research and Control","score":0.9984999895095825,"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/T10091","display_name":"Malaria Research and Control","score":0.9984999895095825,"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/T11244","display_name":"Climate Change and Health Impacts","score":0.0008999999845400453,"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/T10166","display_name":"Mosquito-borne diseases and control","score":9.999999747378752e-05,"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":0.7239999771118164},{"id":"https://openalex.org/keywords/plasmodium-vivax","display_name":"Plasmodium vivax","score":0.9729999899864197},{"id":"https://openalex.org/keywords/plasmodium-falciparum","display_name":"Plasmodium falciparum","score":1.0},{"id":"https://openalex.org/keywords/precipitation","display_name":"precipitation","score":0.8569999933242798},{"id":"https://openalex.org/keywords/temperature","display_name":"temperature","score":0.8600000143051147},{"id":"https://openalex.org/keywords/malaria-prediction","display_name":"malaria forecasting","score":0.5070000290870667},{"id":"https://openalex.org/keywords/co-endemicity","display_name":"co-endemicity","score":0.746999979019165},{"id":"https://openalex.org/keywords/rapid-diagnostic-tests","display_name":"rapid diagnostic tests","score":0.7900000214576721},{"id":"https://openalex.org/keywords/central-highlands-of-madagascar","display_name":"Central Highlands of Madagascar","score":0.7379999756813049}],"concepts":[{"id":"https://openalex.org/C2778048844","wikidata":"https://www.wikidata.org/wiki/Q12156","display_name":"Malaria","level":2,"score":0.9082000255584717},{"id":"https://openalex.org/C2778371730","wikidata":"https://www.wikidata.org/wiki/Q311383","display_name":"Plasmodium falciparum","level":3,"score":0.7139999866485596},{"id":"https://openalex.org/C2779997623","wikidata":"https://www.wikidata.org/wiki/Q311376","display_name":"Plasmodium vivax","level":4,"score":0.6769999861717224},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.553600013256073},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5454999804496765},{"id":"https://openalex.org/C125403950","wikidata":"https://www.wikidata.org/wiki/Q2111082","display_name":"Seasonality","level":2,"score":0.5023000240325928},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4526999890804291},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3970000147819519},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.38260000944137573},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.37279999256134033},{"id":"https://openalex.org/C2778675580","wikidata":"https://www.wikidata.org/wiki/Q614956","display_name":"Plasmodium (life cycle)","level":3,"score":0.3709999918937683},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.353300005197525},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C115343472","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Global warming","level":3,"score":0.29739999771118164},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.29490000009536743},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2890999913215637},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.2646999955177307},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.25999999046325684},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.2526000142097473}],"mesh":[{"descriptor_ui":"D000092025","descriptor_name":"Rapid Diagnostic Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002980","descriptor_name":"Climate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008270","descriptor_name":"Madagascar","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D010963","descriptor_name":"Plasmodium falciparum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010966","descriptor_name":"Plasmodium vivax","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011891","descriptor_name":"Rain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012621","descriptor_name":"Seasons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016778","descriptor_name":"Malaria, Falciparum","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D016778","descriptor_name":"Malaria, Falciparum","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":true},{"descriptor_ui":"D016780","descriptor_name":"Malaria, Vivax","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D016780","descriptor_name":"Malaria, Vivax","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":true},{"descriptor_ui":"D057231","descriptor_name":"Climate Change","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.4269/ajtmh.25-0329","doi":"https://doi.org/10.4269/ajtmh.25-0329","is_oa":true,"landing_page_url":"https://doi.org/10.4269/ajtmh.25-0329","pdf_url":null,"source":{"id":"https://openalex.org/S100045985","display_name":"American Journal of Tropical Medicine and Hygiene","issn_l":"0002-9637","issn":["0002-9637","1476-1645"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315658","host_organization_name":"American Society of Tropical Medicine and Hygiene","host_organization_lineage":["https://openalex.org/P4310315658"],"host_organization_lineage_names":["American Society of Tropical Medicine and Hygiene"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Journal of Tropical Medicine and Hygiene","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13045628","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13045628/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13045628/pdf/ajtmh.25-0329.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Am J Trop Med Hyg","raw_type":"Text"},{"id":"pmid:41666420","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41666420","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American journal of tropical medicine and hygiene","raw_type":"Journal Article"},{"id":"pmh:oai:researchonline.lshtm.ac.uk:4681977","doi":null,"is_oa":true,"landing_page_url":"https://orcid.org/0000-0003-4863-075X>;","pdf_url":"https://researchonline.lshtm.ac.uk/id/eprint/4681977/1/Rajaonarimirana-etal-2026-Association-of-climate-variables.pdf","source":{"id":"https://openalex.org/S4306402527","display_name":"LSHTM Research Online (London School of Hygiene and Tropical Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210089966","host_organization_name":"London School of Hygiene & Tropical Medicine","host_organization_lineage":["https://openalex.org/I4210089966"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.4269/ajtmh.25-0329","doi":"https://doi.org/10.4269/ajtmh.25-0329","is_oa":true,"landing_page_url":"https://doi.org/10.4269/ajtmh.25-0329","pdf_url":null,"source":{"id":"https://openalex.org/S100045985","display_name":"American Journal of Tropical Medicine and Hygiene","issn_l":"0002-9637","issn":["0002-9637","1476-1645"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315658","host_organization_name":"American Society of Tropical Medicine and Hygiene","host_organization_lineage":["https://openalex.org/P4310315658"],"host_organization_lineage_names":["American Society of Tropical Medicine and Hygiene"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Journal of Tropical Medicine and Hygiene","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9476000070571899},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5351999998092651}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[{"id":"https://openalex.org/G1056217057","display_name":null,"funder_award_id":"102825","funder_id":"https://openalex.org/F4320309024","funder_display_name":"National Geographic Society"}],"funders":[{"id":"https://openalex.org/F4320309024","display_name":"National Geographic Society","ror":"https://ror.org/04bqh5m06"},{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7128530679.pdf","grobid_xml":"https://content.openalex.org/works/W7128530679.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1896498863","https://openalex.org/W2395079995"],"related_works":["https://openalex.org/W3004605560","https://openalex.org/W2793782811","https://openalex.org/W3013412588","https://openalex.org/W2944834908","https://openalex.org/W2006801759","https://openalex.org/W7213464373","https://openalex.org/W3122214702","https://openalex.org/W2618693523","https://openalex.org/W7117239823","https://openalex.org/W4409268098"],"abstract_inverted_index":{"The":[0,171],"Mandoto":[1,31],"District":[2],"in":[3,127],"the":[4,116,138,152],"central":[5],"highlands":[6],"of":[7,12,49,66,93,154],"Madagascar":[8],"experiences":[9],"year-round":[10],"transmission":[11,43,122],"Plasmodium":[13,18,161],"vivax":[14],"(P.":[15,20],"vivax)":[16],"and":[17,34,45,55,100,141,145,148,168,181,189,193],"falciparum":[19,162],"falciparum).":[21],"Monthly":[22],"malaria":[23,83,155,187],"case":[24],"data":[25,40,183],"from":[26,133],"27":[27],"health":[28,113],"centers":[29],"across":[30,111],"between":[32,143],"2019":[33],"2024":[35],"were":[36,74,95,102,109],"analyzed":[37],"alongside":[38],"meteorological":[39],"to":[41,97,104,135],"understand":[42],"dynamics":[44],"forecast":[46,61],"potential":[47],"influences":[48],"climate":[50],"change":[51],"using":[52],"descriptive,":[53],"cross-correlation,":[54],"seasonal":[56],"autoregressive":[57],"integrated":[58],"moving":[59],"average":[60],"models.":[62],"Over":[63],"a":[64,77,120,130],"period":[65],"6":[67],"years,":[68],"276,318":[69],"rapid":[70],"diagnostic":[71],"tests":[72],"(RDTs)":[73],"performed,":[75],"yielding":[76],"39.6%":[78],"positivity":[79],"rate,":[80],"totaling":[81],"109,428":[82],"cases.":[84],"After":[85],"2021,":[86],"when":[87],"multispecies":[88],"RDTs":[89],"became":[90],"available,":[91],"71.5%":[92],"cases":[94,125,188],"attributed":[96,103],"P.":[98,105],"falciparum,":[99],"28.5%":[101],"vivax.":[106],"Both":[107],"species":[108],"co-endemic":[110],"all":[112],"centers,":[114],"with":[115,129,166,179],"western":[117],"region":[118],"experiencing":[119],"higher":[121],"risk.":[123],"Malaria":[124],"peaked":[126],"January,":[128],"second":[131],"peak":[132],"April":[134],"June":[136],"after":[137],"rainy":[139],"season,":[140],"declined":[142],"July":[144],"September.":[146],"Precipitation":[147],"temperature":[149,169,182],"effectively":[150],"revealed":[151],"seasonality":[153],"dynamics,":[156],"thereby":[157],"improving":[158],"model":[159],"accuracy.":[160],"exhibited":[163],"stronger":[164],"associations":[165],"precipitation":[167,180],"variability.":[170],"present":[172],"study":[173],"highlights":[174],"that":[175],"combining":[176],"time-series":[177],"modeling":[178],"can":[184],"help":[185],"predict":[186],"support":[190],"timely":[191],"planning":[192],"resource":[194],"allocation.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-02-11T00:00:00"}