Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.

BACKGROUND: The transmission of hemorrhagic fever with renal syndrome (HFRS) is influenced by population dynamics of its main host, rodents. It is therefore important to better understand rodents' characteristic in epidemic areas. METHODOLOGY/PRINCIPAL FINDINGS: We examined the potential impact...

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Main Authors: Hong Xiao, Hai-Ning Liu, Li-Dong Gao, Cun-Rui Huang, Zhou Li, Xiao-Ling Lin, Bi-Yun Chen, Huai-Yu Tian
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3634784?pdf=render
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spelling doaj-1a33d09e726441eb950413302805e38c2020-11-25T00:47:16ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0184e6153610.1371/journal.pone.0061536Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.Hong XiaoHai-Ning LiuLi-Dong GaoCun-Rui HuangZhou LiXiao-Ling LinBi-Yun ChenHuai-Yu TianBACKGROUND: The transmission of hemorrhagic fever with renal syndrome (HFRS) is influenced by population dynamics of its main host, rodents. It is therefore important to better understand rodents' characteristic in epidemic areas. METHODOLOGY/PRINCIPAL FINDINGS: We examined the potential impact of food available and climatic variability on HFRS rodent host and developed forecasting models. Monthly rodent density of HFRS host and climate data in Changsha from January 2004 to December 2011 were obtained. Monthly normalized difference vegetation index (NDVI) and temperature vegetation dryness index (TVDI) for rice paddies were extracted from MODIS data. Cross-correlation analysis were carried out to explore correlation between climatic variables and food available with monthly rodent data. We used auto-regressive integrated moving average model with explanatory variables to examine the independent contribution of climatic variables and food supply to rodent density. The results indicated that relative rodent density of HFRS host was significantly correlated with monthly mean temperatures, monthly accumulative precipitation, TVDI and NDVI with lags of 1-6 months. CONCLUSIONS/SIGNIFICANCE: Food available plays a significant role in population fluctuations of HFRS host in Changsha. The model developed in this study has implications for HFRS control and prevention.http://europepmc.org/articles/PMC3634784?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Hong Xiao
Hai-Ning Liu
Li-Dong Gao
Cun-Rui Huang
Zhou Li
Xiao-Ling Lin
Bi-Yun Chen
Huai-Yu Tian
spellingShingle Hong Xiao
Hai-Ning Liu
Li-Dong Gao
Cun-Rui Huang
Zhou Li
Xiao-Ling Lin
Bi-Yun Chen
Huai-Yu Tian
Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.
PLoS ONE
author_facet Hong Xiao
Hai-Ning Liu
Li-Dong Gao
Cun-Rui Huang
Zhou Li
Xiao-Ling Lin
Bi-Yun Chen
Huai-Yu Tian
author_sort Hong Xiao
title Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.
title_short Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.
title_full Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.
title_fullStr Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.
title_full_unstemmed Investigating the effects of food available and climatic variables on the animal host density of hemorrhagic Fever with renal syndrome in changsha, china.
title_sort investigating the effects of food available and climatic variables on the animal host density of hemorrhagic fever with renal syndrome in changsha, china.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description BACKGROUND: The transmission of hemorrhagic fever with renal syndrome (HFRS) is influenced by population dynamics of its main host, rodents. It is therefore important to better understand rodents' characteristic in epidemic areas. METHODOLOGY/PRINCIPAL FINDINGS: We examined the potential impact of food available and climatic variability on HFRS rodent host and developed forecasting models. Monthly rodent density of HFRS host and climate data in Changsha from January 2004 to December 2011 were obtained. Monthly normalized difference vegetation index (NDVI) and temperature vegetation dryness index (TVDI) for rice paddies were extracted from MODIS data. Cross-correlation analysis were carried out to explore correlation between climatic variables and food available with monthly rodent data. We used auto-regressive integrated moving average model with explanatory variables to examine the independent contribution of climatic variables and food supply to rodent density. The results indicated that relative rodent density of HFRS host was significantly correlated with monthly mean temperatures, monthly accumulative precipitation, TVDI and NDVI with lags of 1-6 months. CONCLUSIONS/SIGNIFICANCE: Food available plays a significant role in population fluctuations of HFRS host in Changsha. The model developed in this study has implications for HFRS control and prevention.
url http://europepmc.org/articles/PMC3634784?pdf=render
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