Impact of Power on Uneven Development: Evaluating Built-Up Area Changes in Chengdu Based on NPP-VIIRS Images (2015-2019)

被引:92
作者
Liu, Long [1 ]
Li, Zhichao [2 ]
Fu, Xinyi [3 ]
Liu, Xuan [3 ]
Li, Zehao [4 ]
Zheng, Wenfeng [5 ]
机构
[1] East China Univ Polit Sci & Law, Sch Polit Sci & Publ Adm, Shanghai 200042, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Int & Publ Affairs, Shanghai 200240, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Publ Affairs & Adm, Chengdu 611731, Peoples R China
[4] China Univ Geosci, Sch Informat Engn, Beijing 100083, Peoples R China
[5] Univ Elect Sci & Technol China, Sch Automat, Chengdu 611731, Peoples R China
基金
中国国家自然科学基金;
关键词
uneven developments; urban urban built-up area; Chengdu; NPP-VIIRS; NIGHTTIME LIGHT DATA; URBAN EXPANSION; CHINA; DYNAMICS; URBANIZATION; SPACE;
D O I
10.3390/land11040489
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the context of uneven development studies of China, urban built-up area changes are the index of the impact of power, as the local government is the only party that is able to acquire agricultural land and convert it to construction urban land. Existing studies generally use statistical data to describe the built-up area changes and struggle to meet the requirement of an updated and inexpensive monitoring of uneven development, especially for western cities with tight budgets. Open access NPP-VIIRS (Suomi National Polar-orbiting Partnership Visible Infrared Imaging Radiometer Suite), NDVI (Normalized Difference Vegetation Index), and nighttime LST (Land Surface Temperature) data ranging from 2015 to 2019 were analyzed with a stratified SVM (Support Vector Machine) method in this study to track urban built-up area changes in Chengdu, one of the biggest cities in Western China. The SDE (Standard Deviation Ellipse) and Moran's I were then applied to evaluate the spatial variations of the built-up area changes. It was revealed that the spatial evolution of built-up area change in Chengdu over the period 2015-2019 demonstrated a "northwest-southeast" spatial expansion pattern, and the change distance in the center of gravity in 2018 and 2019 was greater than that from 2015 to 2017, which reflected the faster uneven development in 2018 and 2019 in Chengdu. The results were verified with finer resolution Landsat-8 OLI images; the high OA (all larger than 92%) and KAPPA (all larger than 0.6) values showed the accuracy of the method. The methodology proposed in this study offers a practical way for cities with tight budgets to monitor uneven development, and this study suggests a further adaption using higher-resolution remote sensing images and field experiments.
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页数:21
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