Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.

Japanese encephalitis (JE) is the major cause of viral encephalitis (VE) in most Asian-Pacific countries. In Vietnam, there is no nationwide surveillance system for JE due to lack of medical facilities and diagnoses. Culex tritaeniorhynchus, Culex vishnui, and Culex quinquefasciatus have been identi...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Tuyen V Ha, Wonkook Kim, Thang Nguyen-Tien, Johanna Lindahl, Hung Nguyen-Viet, Nguyen Quang Thi, Huy Van Nguyen, Fred Unger, Hu Suk Lee
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0009497
https://doaj.org/article/17eb98f5b62f4976be3453fd88bc3070
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spelling ftdoajarticles:oai:doaj.org/article:17eb98f5b62f4976be3453fd88bc3070 2023-05-15T15:12:25+02:00 Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam. Tuyen V Ha Wonkook Kim Thang Nguyen-Tien Johanna Lindahl Hung Nguyen-Viet Nguyen Quang Thi Huy Van Nguyen Fred Unger Hu Suk Lee 2021-06-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0009497 https://doaj.org/article/17eb98f5b62f4976be3453fd88bc3070 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0009497 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0009497 https://doaj.org/article/17eb98f5b62f4976be3453fd88bc3070 PLoS Neglected Tropical Diseases, Vol 15, Iss 6, p e0009497 (2021) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2021 ftdoajarticles https://doi.org/10.1371/journal.pntd.0009497 2022-12-31T11:41:09Z Japanese encephalitis (JE) is the major cause of viral encephalitis (VE) in most Asian-Pacific countries. In Vietnam, there is no nationwide surveillance system for JE due to lack of medical facilities and diagnoses. Culex tritaeniorhynchus, Culex vishnui, and Culex quinquefasciatus have been identified as the major JE vectors in Vietnam. The main objective of this study was to forecast a risk map of Culex mosquitoes in Hanoi, which is one of the most densely populated cities in Vietnam. A total of 10,775 female adult Culex mosquitoes were collected from 513 trapping locations. We collected temperature and precipitation information during the study period and its preceding month. In addition, the other predictor variables (e.g., normalized difference vegetation index [NDVI], land use/land cover and human population density), were collected for our analysis. The final model selected for estimating the Culex mosquito abundance included centered rainfall, quadratic term rainfall, rice cover ratio, forest cover ratio, and human population density variables. The estimated spatial distribution of Culex mosquito abundance ranged from 0 to more than 150 mosquitoes per 900m2. Our model estimated that 87% of the Hanoi area had an abundance of mosquitoes from 0 to 50, whereas approximately 1.2% of the area showed more than 100 mosquitoes, which was mostly in the rural/peri-urban districts. Our findings provide better insight into understanding the spatial distribution of Culex mosquitoes and its associated environmental risk factors. Such information can assist local clinicians and public health policymakers to identify potential areas of risk for JE virus. Risk maps can be an efficient way of raising public awareness about the virus and further preventive measures need to be considered in order to prevent outbreaks and onwards transmission of JE virus. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Pacific PLOS Neglected Tropical Diseases 15 6 e0009497
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Tuyen V Ha
Wonkook Kim
Thang Nguyen-Tien
Johanna Lindahl
Hung Nguyen-Viet
Nguyen Quang Thi
Huy Van Nguyen
Fred Unger
Hu Suk Lee
Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Japanese encephalitis (JE) is the major cause of viral encephalitis (VE) in most Asian-Pacific countries. In Vietnam, there is no nationwide surveillance system for JE due to lack of medical facilities and diagnoses. Culex tritaeniorhynchus, Culex vishnui, and Culex quinquefasciatus have been identified as the major JE vectors in Vietnam. The main objective of this study was to forecast a risk map of Culex mosquitoes in Hanoi, which is one of the most densely populated cities in Vietnam. A total of 10,775 female adult Culex mosquitoes were collected from 513 trapping locations. We collected temperature and precipitation information during the study period and its preceding month. In addition, the other predictor variables (e.g., normalized difference vegetation index [NDVI], land use/land cover and human population density), were collected for our analysis. The final model selected for estimating the Culex mosquito abundance included centered rainfall, quadratic term rainfall, rice cover ratio, forest cover ratio, and human population density variables. The estimated spatial distribution of Culex mosquito abundance ranged from 0 to more than 150 mosquitoes per 900m2. Our model estimated that 87% of the Hanoi area had an abundance of mosquitoes from 0 to 50, whereas approximately 1.2% of the area showed more than 100 mosquitoes, which was mostly in the rural/peri-urban districts. Our findings provide better insight into understanding the spatial distribution of Culex mosquitoes and its associated environmental risk factors. Such information can assist local clinicians and public health policymakers to identify potential areas of risk for JE virus. Risk maps can be an efficient way of raising public awareness about the virus and further preventive measures need to be considered in order to prevent outbreaks and onwards transmission of JE virus.
format Article in Journal/Newspaper
author Tuyen V Ha
Wonkook Kim
Thang Nguyen-Tien
Johanna Lindahl
Hung Nguyen-Viet
Nguyen Quang Thi
Huy Van Nguyen
Fred Unger
Hu Suk Lee
author_facet Tuyen V Ha
Wonkook Kim
Thang Nguyen-Tien
Johanna Lindahl
Hung Nguyen-Viet
Nguyen Quang Thi
Huy Van Nguyen
Fred Unger
Hu Suk Lee
author_sort Tuyen V Ha
title Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.
title_short Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.
title_full Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.
title_fullStr Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.
title_full_unstemmed Spatial distribution of Culex mosquito abundance and associated risk factors in Hanoi, Vietnam.
title_sort spatial distribution of culex mosquito abundance and associated risk factors in hanoi, vietnam.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doi.org/10.1371/journal.pntd.0009497
https://doaj.org/article/17eb98f5b62f4976be3453fd88bc3070
geographic Arctic
Pacific
geographic_facet Arctic
Pacific
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 15, Iss 6, p e0009497 (2021)
op_relation https://doi.org/10.1371/journal.pntd.0009497
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0009497
https://doaj.org/article/17eb98f5b62f4976be3453fd88bc3070
op_doi https://doi.org/10.1371/journal.pntd.0009497
container_title PLOS Neglected Tropical Diseases
container_volume 15
container_issue 6
container_start_page e0009497
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