Malaria Exposure in Ann Township, Myanmar, as a Function of Land Cover and Land Use: Combining Satellite Earth Observations and Field Surveys.
Myanmar
land cover
land use
malaria
remote sensing
Journal
GeoHealth
ISSN: 2471-1403
Titre abrégé: Geohealth
Pays: United States
ID NLM: 101706476
Informations de publication
Date de publication:
Dec 2020
Dec 2020
Historique:
received:
10
07
2020
revised:
07
10
2020
accepted:
22
10
2020
entrez:
28
12
2020
pubmed:
29
12
2020
medline:
29
12
2020
Statut:
epublish
Résumé
Despite progress toward malaria elimination in the Greater Mekong Subregion, challenges remain owing to the emergence of drug resistance and the persistence of focal transmission reservoirs. Malaria transmission foci in Myanmar are heterogeneous and complex, and many remaining infections are clinically silent, rendering them invisible to routine monitoring. The goal of this research is to define criteria for easy-to-implement methodologies, not reliant on routine monitoring, that can increase the efficiency of targeted malaria elimination strategies. Studies have shown relationships between malaria risk and land cover and land use (LCLU), which can be mapped using remote sensing methodologies. Here we aim to explain malaria risk as a function of LCLU for five rural villages in Myanmar's Rakhine State. Malaria prevalence and incidence data were analyzed through logistic regression with a land use survey of ~1,000 participants and a 30-m land cover map. Malaria prevalence per village ranged from 5% to 20% with the overwhelming majority of cases being subclinical. Villages with high forest cover were associated with increased risk of malaria, even for villagers who did not report visits to forests. Villagers living near croplands experienced decreased malaria risk unless they were directly engaged in farm work. Finally, land cover change (specifically, natural forest loss) appeared to be a substantial contributor to malaria risk in the region, although this was not confirmed through sensitivity analyses. Overall, this study demonstrates that remotely sensed data contextualized with field survey data can be used to inform critical targeting strategies in support of malaria elimination.
Identifiants
pubmed: 33364532
doi: 10.1029/2020GH000299
pii: GH2197
pmc: PMC7752622
doi:
Types de publication
Journal Article
Langues
eng
Pagination
e2020GH000299Informations de copyright
©2020. The Authors.
Déclaration de conflit d'intérêts
The authors declare no conflicts of interest relevant to this study.
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