Assessing the long-term impact of urbanization on run-off using a remote-sensing-supported hydrological model

被引:17
作者
Zhang, Hui [1 ]
Chen, Yangbo [1 ]
Zhou, Jinhui [1 ]
机构
[1] Sun Yat Sen Univ, Sch Geog & Planning, Guangzhou 510275, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
PEARL RIVER DELTA; LAND-USE CHANGE; SPATIAL ASSOCIATION; VECTOR MACHINES; SURFACE RUNOFF; AREA; CLASSIFICATION; CALIBRATION; CREEK; CHINA;
D O I
10.1080/01431161.2015.1094834
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Land use/land cover (LULC) change in Dongguan, a city belonging to the Pearl River Delta metropolitan area, and its impact on the run-off of this city since the rapid urbanization period starting in 1979 are analysed in this article. Historic remote-sensing imagery (acquired in 1979, 1989, 2000, 2006, and 2013) was processed by the Support Vector Machine (SVM) method to obtain LULC data, and a long-term hydrologic impact assessment (L-THIA) model was applied to evaluate the long-term effects of LULC changes on surface run-off. The results show the urbanized area in Dongguan has increased more than 52% from 1979 to 2013 and the percentages of annual surface run-off depth and annual surface run-off coefficient are 58% and 5.83%, respectively. The increase in annual surface run-off is related to urbanization, and the centre area of the city has experienced the largest increase in annual surface run-off. The 32 towns' local indicators of spatial association show centre towns are hot spots of increases in annual surface run-off in Dongguan city.
引用
收藏
页码:5336 / 5352
页数:17
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