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Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites
BACKGROUND: The present study aimed to analyze the impact of deforestation on the malaria distribution in the Lao People’s Democratic Republic (Lao PDR), with consideration of climate change. METHODS: Malaria distribution data from 2002 to 2015 were obtained from the Ministry of Health of Lao PDR an...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621094/ https://www.ncbi.nlm.nih.gov/pubmed/37915065 http://dx.doi.org/10.1186/s41182-023-00554-4 |
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author | Matsumoto-Takahashi, Emilie Louise Akiko Iwagami, Moritoshi Oyoshi, Kei Sasaki, Yoshinobu Hongvanthong, Bouasy Kano, Shigeyuki |
author_facet | Matsumoto-Takahashi, Emilie Louise Akiko Iwagami, Moritoshi Oyoshi, Kei Sasaki, Yoshinobu Hongvanthong, Bouasy Kano, Shigeyuki |
author_sort | Matsumoto-Takahashi, Emilie Louise Akiko |
collection | PubMed |
description | BACKGROUND: The present study aimed to analyze the impact of deforestation on the malaria distribution in the Lao People’s Democratic Republic (Lao PDR), with consideration of climate change. METHODS: Malaria distribution data from 2002 to 2015 were obtained from the Ministry of Health of Lao PDR and each indicator was calculated. Earth observation satellite data (forested area, land surface temperature, and precipitation) were obtained from the Japan Aerospace Exploration Agency (JAXA). Structured equation modeling (SEM) was conducted to clarify the relationship between the malaria incidence and Earth observation satellite data. RESULTS: As a result, SEM identified two factors that were independently associated with the malaria incidence: area and proportion of forest. Specifically, malaria was found to be more prevalent in the southern region, with the malaria incidence increasing as the percentage of forested land increased (both p < 0.01). With global warming steadily progressing, forested areas are expected to play an important role in the incidence of malaria in Lao PDR. This is believed because malaria in Lao PDR is mainly forest malaria transmitted by Anopheles dirus. CONCLUSION: To accelerate the elimination of malaria in Lao PDR, it is important to identify, prevent, and intervene in places with increased forest coverage (e.g., plantations) and in low-temperature areas adjacent to malaria-endemic areas, where the vegetation is similar to that in malaria-endemic areas. |
format | Online Article Text |
id | pubmed-10621094 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106210942023-11-03 Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites Matsumoto-Takahashi, Emilie Louise Akiko Iwagami, Moritoshi Oyoshi, Kei Sasaki, Yoshinobu Hongvanthong, Bouasy Kano, Shigeyuki Trop Med Health Research BACKGROUND: The present study aimed to analyze the impact of deforestation on the malaria distribution in the Lao People’s Democratic Republic (Lao PDR), with consideration of climate change. METHODS: Malaria distribution data from 2002 to 2015 were obtained from the Ministry of Health of Lao PDR and each indicator was calculated. Earth observation satellite data (forested area, land surface temperature, and precipitation) were obtained from the Japan Aerospace Exploration Agency (JAXA). Structured equation modeling (SEM) was conducted to clarify the relationship between the malaria incidence and Earth observation satellite data. RESULTS: As a result, SEM identified two factors that were independently associated with the malaria incidence: area and proportion of forest. Specifically, malaria was found to be more prevalent in the southern region, with the malaria incidence increasing as the percentage of forested land increased (both p < 0.01). With global warming steadily progressing, forested areas are expected to play an important role in the incidence of malaria in Lao PDR. This is believed because malaria in Lao PDR is mainly forest malaria transmitted by Anopheles dirus. CONCLUSION: To accelerate the elimination of malaria in Lao PDR, it is important to identify, prevent, and intervene in places with increased forest coverage (e.g., plantations) and in low-temperature areas adjacent to malaria-endemic areas, where the vegetation is similar to that in malaria-endemic areas. BioMed Central 2023-11-02 /pmc/articles/PMC10621094/ /pubmed/37915065 http://dx.doi.org/10.1186/s41182-023-00554-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Matsumoto-Takahashi, Emilie Louise Akiko Iwagami, Moritoshi Oyoshi, Kei Sasaki, Yoshinobu Hongvanthong, Bouasy Kano, Shigeyuki Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites |
title | Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites |
title_full | Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites |
title_fullStr | Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites |
title_full_unstemmed | Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites |
title_short | Deforestation inhibits malaria transmission in Lao PDR: a spatial epidemiology using Earth observation satellites |
title_sort | deforestation inhibits malaria transmission in lao pdr: a spatial epidemiology using earth observation satellites |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621094/ https://www.ncbi.nlm.nih.gov/pubmed/37915065 http://dx.doi.org/10.1186/s41182-023-00554-4 |
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