标题:Spatial evaluation of complex non-point source pollution in urban-rural watershed using fuzzy system作者:Wang, Haijun; Zhang, Wenting; Hong, Song; Zhuang, Yanhua; Lin, Hongyan;Wang, Zhen
来源出版物:JOURNAL OF HYDROINFORMATICS 卷:16 期:1 页:114-129 DOI:10.2166/hydro.2013.266 出版年:2014
摘要:Non-point source (NPS) pollution has become the major reason for water quality deterioration. Due to the differences in the generation and transportation mechanisms between urban areas and rural areas, different models are needed in rural and urban places. Since land use has been rapidly changing, it is difficult to define the study area as city or country absolutely and the complex NPS pollution in these urban-rural mixed places are difficult to evaluate using an urban or rural model. To address this issue, a fuzzy system-based approach of modeling complex NPS pollutant is proposed concerning the fuzziness of each land use and the ratio of belonging to an urban or rural place. The characteristic of land use, impact of city center and traffic condition were used to describe spatial membership of belonging to an urban or rural place. According to the spatial membership of belonging to an urban or rural place, the NPS distributions calculated by the urban model and rural model respectively were combined. To validate the method, Donghu Lake, which is undergoing rapid urbanization, was selected as the case study area. The results showed that the urban NPS pollutant load was significantly higher than that of the rural area. The land usage influenced the pollution more than other factors such as slope or precipitation. It also suggested that the impact of the urbanization process on water quality is noteworthy.
入藏号:WOS:000333684100008
文献类型:Article
语种:English
作者关键词:Donghu Lake, fuzzy system, non-point source pollution, urban-rural watershed
扩展关键词:LAND-USE CHANGE; POINT-SOURCE POLLUTION; GROUNDWATER VULNERABILITY; EXPORT COEFFICIENTS; RAPID URBANIZATION; SOIL-EROSION; GIS; QUALITY; CHINA; MODEL
通讯作者地址:Hong, Song; Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430072, Peoples R China.
电子邮件地址:environmentalanalytics@gmail.com
地址:
[Wang, Haijun; Hong, Song; Zhuang, Yanhua; Lin, Hongyan; Wang, Zhen]Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430072, Peoples R China.
[Zhang, Wenting] Chinese Univ Hong Kong, Dept Geog & Resource Management, Hong Kong, Hong Kong, Peoples R China.
研究方向:Computer Science; Engineering; Environmental Sciences & Ecology; Water Resources
ISSN:1464-7141
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