Impact of climate and land use/land cover changes on malaria incidence in the Ecuadorian Amazon
Malaria transmission is influenced by climate and land use/land cover change (LULC). This study examines the impact of climate and LULC on malaria risk in the Ecuadorian Amazon. Weekly malaria surveillance data between 2008 and 2019 from Ecuador's Ministry of Public Health were combined with hy...
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Published in | PLOS climate Vol. 3; no. 4; p. e0000315 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Public Library of Science
01.01.2024
Public Library of Science (PLoS) |
Subjects | |
Online Access | Get full text |
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Summary: | Malaria transmission is influenced by climate and land use/land cover change (LULC). This study examines the impact of climate and LULC on malaria risk in the Ecuadorian Amazon. Weekly malaria surveillance data between 2008 and 2019 from Ecuador's Ministry of Public Health were combined with hydrometeorological and LULC data. Cross-correlation analyses identified time lags. Bayesian spatiotemporal models estimated annual LULC rates of change (ARC) by census area and assessed the effects on
and
incidence. ARC for the five land cover classes (forest, agriculture, urban, shrub vegetation, water) ranged from -1 to 4% with agriculture increasing across areas. Forest and shrub vegetation ARC were significantly associated with both
and
. Temperature and terrestrial water content showed consistent negative relationships with both species. Precipitation had varying effects on
(null) and
(increase) incidence. Shrubs and forest expansion, increased temperature, and terrestrial water content reduced malaria incidence, while increased precipitation had varying effects. Relationships between malaria, LULC, and climate are complex, influencing risk profiles. These findings aid decision-making and guide further research in the region. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Resources: Manuel Narvaez. Writing – original draft: Andrea L. Araujo Navas. Investigation: Andrea L. Araujo Navas, Fátima L. Benítez, Luis E. Vasco. Formal analysis: Andrea L. Araujo Navas, Mark M. Janko, Fátima L. Benítez, William K. Pan, Carlos F. Mena. Writing – review & editing: Andrea L. Araujo Navas, Mark M. Janko, Fátima L. Benítez, Benjamin Zaitchik, William K. Pan, Carlos F. Mena. Supervision: Carlos F. Mena. Conceptualization: Andrea L. Araujo Navas, Mark M. Janko, William K. Pan, Carlos F. Mena. Methodology: Andrea L. Araujo Navas, Mark M. Janko, Fátima L. Benítez, William K. Pan. Project administration: Andrea L. Araujo Navas. Software: Andrea L. Araujo Navas. Validation: Andrea L. Araujo Navas. Data curation: Andrea L. Araujo Navas, Manuel Narvaez, Prakrut Kansara, Benjamin Zaitchik. Author Contributions |
ISSN: | 2767-3200 2767-3200 |
DOI: | 10.1371/journal.pclm.0000315 |