Article

Mosquito vector ecologies are destabilizing as a result of climate change

2025-12-01

Abstract excerpt

<title>Abstract</title> <p> Mosquito-borne infectious disease is a major cause of mortality and a significant economic burden worldwide. Shifting regional and seasonal patterns make proactive intervention challenging. Here we introduce a machine learning approach trained on satellite and mosquito observational data, improving generalizability to sparse observations while retaining similar positive performance ch...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: f86e0618-88a9-5431-829d-7e13a750b7ad
DOI: 10.21203/rs.3.rs-7776054/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Mosquito vector ecologies are destabilizing as a result of climate changeDOI 10.21203/rs.3.rs-7776054/v1Read

Mosquito vector ecologies are destabilizing as a result of climate changeSemantic proximity Read

<b>P</b><b>erspectives </b><b>o</b><b>n</b><b> </b><b>A</b><b>pplying Artificial Intelligence </b><b>t</b><b>o Model </b><b>Outbreak Risk</b><b>: </b><b>Contextualizing</b><b> the Impact </b><b>o</b><b>f Climate Change </b><b>on Vector-borne Disease</b>Semantic proximity Read

Climate Change and Malaria: A Call for Robust AnalyticsSemantic proximity Read

Using machine learning to understand microgeographic determinants of the Zika vector, Aedes aegyptiSemantic proximity Read

Modelling the decadal expansion of West Nile virus in Italy: the role of climatic, anthropogenic, and macroecological driversSemantic proximity Read

Environmental correlates of Aedes aegypti abundance in the West Valley Region of San Bernardino County, California, U.S.A. from 2017- 2023: an ecological modeling studySemantic proximity Read

Predicting suitability of regions for Zika outbreaks with zero-inflated models trained using climate dataSemantic proximity Read

Climate Variability and Vector-Borne Disease Dynamics: A Time-Series Analysis of Dengue, Malaria, and West Nile Virus in the United StatesSemantic proximity Read

The Role of Climate Change in the Expansion of DengueSemantic proximity Read

The overlapping global distribution of dengue, chikungunya, Zika and yellow feverSemantic proximity Read

Climate-driven spatiotemporal dynamics of <i>Aedes</i> infestation and dengue transmission in Porto Alegre, Southern BrazilSemantic proximity Read

Little disease but lots of bites: social, urbanistic, mobility, and entomological risk factors of human exposure to<i>Aedes aegypti</i>in South Texas, U.S.Semantic proximity Read