impervious surface area;
remote sensing;
Great Mekong Subregion;
GOOGLE EARTH ENGINE;
SPECTRAL MIXTURE ANALYSIS;
ANNUAL URBAN-DYNAMICS;
BIG DATA APPLICATIONS;
TIME-SERIES;
NIGHTTIME LIGHT;
INDEX;
SEGMENTATION;
DATASETS;
ACCURACY;
D O I:
10.1117/1.JRS.15.048506
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
As one of the fastest growing economies in the world, the Great Mekong Subregion (GMS) has experienced dramatic changes in impervious surface areas (ISA) during the last few decades, which have a profound impact on human society and ecosystems. To quantify the impacts of rapid urbanization, it is essential to examine spatial distribution and dynamic change of ISA in the GMS. Thus we the applied object-based image analysis (OBIA) method to map ISA in the GMS from 1992 to 2019 using nighttime light data and Landsat images. Meanwhile, spatiotemporal changes of ISA across the GMS during the study period were analyzed. Our results show that (1) the OBIA algorithm was effective for mapping ISA in the GMS, with the overall accuracy reaching 92.28%. (2) The ISA in the GMS reached 17671.47 km(2) in 2019, which is 4.36 times more than that in 1992. (3) The increase of ISA in the GMS mainly occurred in 10 metropolitan cities with the highest population densities, accounting for similar to 93% of the GMS's total in 2019. There are different possible major driving factors for each city and member state. Monitoring the spatiotemporal changes of ISA in rapidly urbanized areas is crucial for promoting sustainable urban development and reducing the impact of urbanization. (C) 2021 Society of Photo-Optical Instrumentation Engineers (SPIE)
机构:
China Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R ChinaChina Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R China
Chen, Zeqiang
Liu, Dongyang
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h-index: 0
机构:
China Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R ChinaChina Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R China
Liu, Dongyang
Wan, Ke
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h-index: 0
机构:
China Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R ChinaChina Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R China
Wan, Ke
Huang, Wenzhe
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h-index: 0
机构:
Wuhan Univ, State Key Lab Infomat Engn Surveying Mapping & Rem, Wuhan, Peoples R ChinaChina Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R China
Huang, Wenzhe
Chen, Nengcheng
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机构:
China Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R ChinaChina Univ Geosci, Natl Engn Res Ctr Geog Informat Syst, Wuhan 430074, Peoples R China
机构:
China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
Natl Geomatics Ctr China, Beijing, Peoples R China
Minist Nat Resources China, Key Lab Spatio Temporal Informat & Intelligent Ser, Beijing 100830, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
Tao, Yuan
Liu, Wanzeng
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机构:
Natl Geomatics Ctr China, Beijing, Peoples R China
Minist Nat Resources China, Key Lab Spatio Temporal Informat & Intelligent Ser, Beijing 100830, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
Liu, Wanzeng
Chen, Jun
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机构:
Natl Geomatics Ctr China, Beijing, Peoples R China
Minist Nat Resources China, Key Lab Spatio Temporal Informat & Intelligent Ser, Beijing 100830, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
Chen, Jun
Gao, Jingxiang
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h-index: 0
机构:
China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
Gao, Jingxiang
Li, Ran
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h-index: 0
机构:
Natl Geomatics Ctr China, Beijing, Peoples R China
Minist Nat Resources China, Key Lab Spatio Temporal Informat & Intelligent Ser, Beijing 100830, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
Li, Ran
Zhu, Xiuli
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h-index: 0
机构:
Natl Geomatics Ctr China, Beijing, Peoples R China
Minist Nat Resources China, Key Lab Spatio Temporal Informat & Intelligent Ser, Beijing 100830, Peoples R ChinaChina Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou, Peoples R China
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
Chinese Acad Sci, Inst Geog Sci & Nat Resources, Key Lab Water Cycle & Related Land Surface Proc, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
Liu, Kai
Li, Xueke
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h-index: 0
机构:
Brown Univ, Inst Brown Environm & Soc, Providence, RI 02912 USAChinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
Li, Xueke
Wang, Shudong
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h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
机构:
Yunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
Yunnan Normal Univ, Engn Res Ctr GIS Technol Western China, Minist Educ, Kunming 650500, Yunnan, Peoples R ChinaYunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
Ma, Yuling
Zhang, Shaohua
论文数: 0引用数: 0
h-index: 0
机构:
Yunnan Normal Univ, Engn Res Ctr GIS Technol Western China, Minist Educ, Kunming 650500, Yunnan, Peoples R ChinaYunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
Zhang, Shaohua
Yang, Kun
论文数: 0引用数: 0
h-index: 0
机构:
Yunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
Yunnan Normal Univ, Engn Res Ctr GIS Technol Western China, Minist Educ, Kunming 650500, Yunnan, Peoples R ChinaYunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
Yang, Kun
Li, Mingchan
论文数: 0引用数: 0
h-index: 0
机构:
Yunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
Yunnan Normal Univ, Engn Res Ctr GIS Technol Western China, Minist Educ, Kunming 650500, Yunnan, Peoples R ChinaYunnan Normal Univ, Sch Tourism & Geog Sci, Kunming 650500, Yunnan, Peoples R China
机构:
School of Remote Sensing and Information Engineering,Wuhan University
State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan UniversitySchool of Remote Sensing and Information Engineering,Wuhan University
Xin HUANG
Jiayi LI
论文数: 0引用数: 0
h-index: 0
机构:
School of Remote Sensing and Information Engineering,Wuhan UniversitySchool of Remote Sensing and Information Engineering,Wuhan University
Jiayi LI
Jie YANG
论文数: 0引用数: 0
h-index: 0
机构:
School of Remote Sensing and Information Engineering,Wuhan UniversitySchool of Remote Sensing and Information Engineering,Wuhan University
Jie YANG
Zhen ZHANG
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h-index: 0
机构:
School of Remote Sensing and Information Engineering,Wuhan UniversitySchool of Remote Sensing and Information Engineering,Wuhan University
Zhen ZHANG
Dongrui LI
论文数: 0引用数: 0
h-index: 0
机构:
School of Remote Sensing and Information Engineering,Wuhan UniversitySchool of Remote Sensing and Information Engineering,Wuhan University
Dongrui LI
Xiaoping LIU
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Key Laboratory for Urbanization and Geo-simulation,School of Geography and Planning,Sun Yat-Sen UniversitySchool of Remote Sensing and Information Engineering,Wuhan University