In:
ISPRS International Journal of Geo-Information, MDPI AG, Vol. 10, No. 7 ( 2021-06-30), p. 448-
Abstract:
Hand, foot, and mouth disease (HFMD) is an epidemic infectious disease in China. Its incidence is affected by a variety of natural environmental and socioeconomic factors, and its transmission has strong seasonal and spatial heterogeneity. To quantify the spatial relationship between the incidence of HFMD (I-HFMD) and eight potential risk factors (temperature, humidity, precipitation, wind speed, air pressure, altitude, child population density, and per capita GDP) on the Chinese mainland, we established a geographically weighted regression (GWR) model to analyze their impacts in different seasons and provinces. The GWR model successfully describes the spatial changes of the influence of potential risks, and shows greatly improved estimation performance compared with the ordinary linear regression (OLR) method. Our findings help to understand the seasonally and spatially relevant effects of natural environmental and socioeconomic factors on the I-HFMD, and can provide information to be used to develop effective prevention strategies against HFMD at different locations and in different seasons.
Type of Medium:
Online Resource
ISSN:
2220-9964
DOI:
10.3390/ijgi10070448
Language:
English
Publisher:
MDPI AG
Publication Date:
2021
detail.hit.zdb_id:
2655790-3
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