About: Risk Distribution of Human Infections with Avian Influenza H7N9 and H5N1 virus in China

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About: Risk Distribution of Human Infections with Avian Influenza H7N9 and H5N1 virus in China Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Risk Distribution of Human Infections with Avian Influenza H7N9 and H5N1 virus in China
Creator	Gray, Gregory Cao, Wu-Chun Fang, Li-Qun Ma, Mai-Juan Yang, Yang Sun, Ye Liang, Song Chen, Wan-Jun Li, Xin-Lou Liu, Kun Sun, Ruo-Xi Yao, Hong-Wu
Source	PMC
abstract	It has been documented that the epidemiological characteristics of human infections with H7N9 differ significantly between H5N1. However, potential factors that may explain the different spatial distributions remain unexplored. We use boosted regression tree (BRT) models to explore the association of agro-ecological, environmental and meteorological variables with the occurrence of human cases of H7N9 and H5N1, and map the probabilities of occurrence of human cases. Live poultry markets, density of human, coverage of built-up land, relative humidity and precipitation were significant predictors for both. In addition, density of poultry, coverage of shrub and temperature played important roles for human H7N9 infection, whereas human H5N1 infection was associated with coverage of forest and water body. Based on the risks and distribution of ecological characteristics which may facilitate the circulation of the two viruses, we found Yangtze River Delta and Pearl River Delta, along with a few spots on the southeast coastline, to be the high risk areas for H7N9 and H5N1. Additional, H5N1 risk spots were identified in eastern Sichuan and southern Yunnan Provinces. Surveillance of the two viruses needs to be enhanced in these high risk areas to reduce the risk of future epidemics of avian influenza in China.
has issue date	2015-12-22(xsd:dateTime)
bibo:doi	10.1038/srep18610
bibo:pmid	26691585
has license	cc-by
sha1sum (hex)	27ea5838cb5cf114ddeecd9972be98813834ef9c
schema:url	https://doi.org/10.1038/srep18610
resource representing a document's title	Risk Distribution of Human Infections with Avian Influenza H7N9 and H5N1 virus in China
has PubMed Central identifier	PMC4686887
has PubMed identifier	26691585
schema:publication	Sci Rep
resource representing a document's body	covid:27ea5838cb5cf114ddeecd9972be98813834ef9c#body_text
is schema:about of	named entity 'COVERAGE' named entity 'LIVE' named entity 'HIGH RISK' named entity 'DISTRIBUTION' named entity 'FOREST' named entity 'TO REDUCE' named entity 'EPIDEMICS' named entity 'OCCURRENCE' named entity 'AREAS' named entity 'FUTURE' named entity 'BASED' named entity 'SPATIAL' named entity 'VIRUSES' named entity 'VARIABLES' named entity 'INFECTION' named entity 'ECOLOGICAL' named entity 'WATER BODY' named entity 'TEMPERATURE' named entity 'IDENTIFIED' named entity 'NEEDS' named entity 'DOCUMENTED' named entity 'land' named entity 'H5N1' named entity 'poultry' named entity 'H7N9' named entity 'RISK' named entity 'EASTERN' named entity 'ASSOCIATED WITH' named entity 'FOUND' named entity 'H7N9' named entity 'IMPORTANT' named entity 'PEARL RIVER DELTA' named entity 'INFECTIONS' named entity 'AVIAN INFLUENZA' named entity 'USE' named entity 'YANGTZE RIVER DELTA' named entity 'HUMAN' named entity 'EPIDEMIOLOGICAL' named entity 'COASTLINE' named entity 'SURVEILLANCE' named entity 'CASES' named entity 'CHARACTERISTICS' named entity 'ASSOCIATION' named entity 'ENHANCED' named entity 'POTENTIAL' named entity 'SPOTS' named entity 'AGRO' named entity 'INFECTIONS' named entity 'CHINA' named entity 'AVIAN INFLUENZA' named entity 'H5N1 VIRUS' named entity 'OPEN' named entity 'DISTRIBUTION' named entity 'RISK OF' named entity 'H5N1' named entity 'RISK' named entity 'LAND' named entity 'ADDITIONAL' named entity 'CIRCULATION' named entity 'PRECIPITATION' named entity 'SHRUB' named entity 'MODELS' named entity 'POULTRY' named entity 'RELATIVE HUMIDITY' named entity 'REGRESSION TREE' named entity 'PLAYED' named entity 'SOUTHEAST' named entity 'SOUTHERN' named entity 'CHINA' named entity 'HUMAN'

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