Google Earth Engine;
inland regions;
Yangtze River Economic Belt;
aquaculture ponds;
Landsat;
Sentinel-2;
land use/cover change;
intelligent interpretation of remote sensing;
CA MAU PROVINCE;
SURFACE-WATER;
EXTRACTION;
AREA;
CLASSIFICATION;
DYNAMICS;
CHINA;
NDVI;
D O I:
10.3390/rs15235477
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Most current research on aquaculture ponds focuses on coastal areas, leaving a gap in understanding of inland regions, such as the strategically significant Yangtze River Economic Belt in China. This study introduces an intelligent extraction method for extensive monitoring of aquaculture ponds in Yangtze River Economic Belt, using Landsat and Sentinel data from 1985 to 2020 with five-year intervals based on the Google Earth Engine (GEE) platform. Land cover change data were also analyzed to understand the impact of aquaculture-related changes. Results indicate a significant increase in aquaculture ponds in the Yangtze River Economic Belt from 3235.51 km2 to 14,207.08 km2 between 1985 and 2020. Aquaculture activity primarily shifted eastward from 1985 to 2015, then westward from 2015 to 2020. Approximately 2018.36 km2 of aquatic areas underwent conversion, mainly to water bodies or croplands, with fewer transitions to impervious surfaces, grasslands, or forests. This study highlights that inland areas can also experience significant increases in aquaculture ponds, particularly alongside large rivers, and that the environmental impacts of these changes differ from those in coastal areas, warranting specific attention.
机构:
Chongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R China
Chen, Siying
Tan, Zhixiong
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机构:
Chongqing Univ, Sch Publ Policy & Adm, Chongqing 400044, Peoples R China
174 Shazheng St, Chongqing 40044, Peoples R ChinaChongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R China
Tan, Zhixiong
Mu, Siying
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机构:
Chongqing Univ, Sch Publ Policy & Adm, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R China
Mu, Siying
Wang, Jiayi
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机构:
Chongqing Univ, Sch Publ Policy & Adm, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R China
Wang, Jiayi
Chen, Yanyu
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机构:
Chongqing Univ, Sch Publ Policy & Adm, Chongqing 400044, Peoples R ChinaChongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R China
Chen, Yanyu
He, Xingwang
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h-index: 0
机构:
Rocket Force Univ Engn, Sch Grad, Xian 710025, Peoples R ChinaChongqing Univ, Sch Econ & Business Adm, Chongqing 400044, Peoples R China
机构:
College of Economics and Management, China Three Gorges University, Yichang
Business School, Hohai University, NanjingCollege of Economics and Management, China Three Gorges University, Yichang
He W.
Meng X.
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机构:
College of Economics and Management, China Three Gorges University, YichangCollege of Economics and Management, China Three Gorges University, Yichang
Meng X.
Kong Y.
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机构:
Business School, Hohai University, NanjingCollege of Economics and Management, China Three Gorges University, Yichang
Kong Y.
Zhang X.
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机构:
College of Economics and Management, China Three Gorges University, YichangCollege of Economics and Management, China Three Gorges University, Yichang
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Key Lab Land Surface Pattern & Simulat, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Peng, Lu
Wu, Haowei
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h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Key Lab Land Surface Pattern & Simulat, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Wu, Haowei
Li, Zhihui
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h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Key Lab Land Surface Pattern & Simulat, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
机构:
City Univ Hong Kong, Dept Publ & Int Affairs PIA, Kowloon, Tat Chee Ave, Hong Kong, Peoples R China
City Univ Hong Kong, Sch Energy & Environm SEE, Kowloon, Tat Chee Ave, Hong Kong, Peoples R ChinaNanjing Univ Informat Sci & Technol NUIST, Reading Acad, Sch Geog Sci, 219 Ningliu Rd, Nanjing 210044, Jiangsu, Peoples R China