With the rapid economic growth and social development in China, conflicts over water resources between human and nature are continuously increasing which is attracting the attention of researchers. At the same time, discharge of water pollutants and exploitation of water resources pose a daunting challenge to the sustainable development of economy and society. China consists of 34 provincial administrative regions having similar or different characteristics in the levels of economic development, water resource endowment, water environmental capacity and water environmental pressure. Among these, it is meaningful to analyze spatial similarities and variations in water environmental carrying capacity (WECC), which contributes to carrying out different and scientific strategies for the management of water environment and for sustainable economic and social development in China. An index system is established to quantify WECC from the perspectives of carrying capacity, environmental pressure, vulnerability of water environment and exploitation and utilization potential. The k means clustering method is applied to conduct the similarity combination based on the quantification of 4 integrated indicators using catastrophe progression method. The silhouette coefficient is introduced to measure the quality of clustering and to determine the optimal clustering number. The obtained results indicate that carrying condition of water environment becomes more and more better and exploitation and utilization potential of WECC is decreasing gradually from the east to the west in China, and there are more overload in the north provinces and less in the south. In addition, water environmental vulnerability in the west is higher than that of central and eastern provinces in China. The optimal clustering number is 4 obtained by calculating the silhouette coefficient. Also, 31 provinces are categorized into 4 sub-areas i.e. key protected area, controlled development area, optimized development area and prioritized development area. The suggestions on the corresponding bidirectional regulation to different sub-areas are also put forward to provide a scientific reference to rational distribution of economic development, elaborate management of water environment as well as regional sustainable development in the future.
机构:
Hubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Chen, Dongdong
Jin, Gui
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机构:
Hubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Chinese Agr Policy, Beijing 100101, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Jin, Gui
Zhang, Qian
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机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Chinese Agr Policy, Beijing 100101, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Zhang, Qian
Arowolo, Aisha Olushola
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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, Ctr Chinese Agr Policy, Beijing 100101, Peoples R China
Fed Univ Agr, Dept Agr Econ & Farm Management, PMB 2240, Abeokuta, Ogun State, NigeriaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Arowolo, Aisha Olushola
Li, Yifan
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h-index: 0
机构:
Beijing Normal Univ, Sch Environm, Beijing 100875, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
机构:
Nanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Chen, Qiuwen
Wang, Qibin
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h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Wang, Qibin
Li, Zhijie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Li, Zhijie
Li, Ruonan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
机构:
Xian Univ Sci & Technol, Coll Geol & Environm, Xian 710054, Shaanxi, Peoples R ChinaXian Univ Sci & Technol, Coll Geol & Environm, Xian 710054, Shaanxi, Peoples R China
Dang, Xiaohu
Liu, Guobin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi, Peoples R ChinaXian Univ Sci & Technol, Coll Geol & Environm, Xian 710054, Shaanxi, Peoples R China
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
Dou, Ming
Ma, Jun-xia
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机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
Ma, Jun-xia
Li, Gui-qiu
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
Li, Gui-qiu
Zuo, Qi-ting
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
机构:
Hubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Chen, Dongdong
Jin, Gui
论文数: 0引用数: 0
h-index: 0
机构:
Hubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Chinese Agr Policy, Beijing 100101, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Jin, Gui
Zhang, Qian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Chinese Agr Policy, Beijing 100101, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Zhang, Qian
Arowolo, Aisha Olushola
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Chinese Agr Policy, Beijing 100101, Peoples R China
Fed Univ Agr, Dept Agr Econ & Farm Management, PMB 2240, Abeokuta, Ogun State, NigeriaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
Arowolo, Aisha Olushola
Li, Yifan
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Sch Environm, Beijing 100875, Peoples R ChinaHubei Univ, Fac Resources & Environm Sci, Wuhan 430062, Hubei, Peoples R China
机构:
Nanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Chen, Qiuwen
Wang, Qibin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Wang, Qibin
Li, Zhijie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
Li, Zhijie
Li, Ruonan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Res Ctr Ecoenvironm Sci, State Key Lab Environm Aquat Chem, Beijing 100085, Peoples R ChinaNanjing Hydraul Res Inst, Ctr Ecoenvironm Res, Nanjing 210029, Jiangsu, Peoples R China
机构:
Xian Univ Sci & Technol, Coll Geol & Environm, Xian 710054, Shaanxi, Peoples R ChinaXian Univ Sci & Technol, Coll Geol & Environm, Xian 710054, Shaanxi, Peoples R China
Dang, Xiaohu
Liu, Guobin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi, Peoples R ChinaXian Univ Sci & Technol, Coll Geol & Environm, Xian 710054, Shaanxi, Peoples R China
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
Dou, Ming
Ma, Jun-xia
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
Ma, Jun-xia
Li, Gui-qiu
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China
Li, Gui-qiu
Zuo, Qi-ting
论文数: 0引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R ChinaZhengzhou Univ, Coll Water Conservancy & Environm, Zhengzhou 450001, Peoples R China