Coupling coordination degree, interaction relationship and driving mechanism of water resources carrying capacity of Beijing-Tianjin-Hebei urban agglomeration in China
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作者:
Xu, Wentao
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机构:
Hohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Hohai Univ, Coll Hydrol & Water Resources, Nanjing, Jiangsu, Peoples R China
Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Xu, Wentao
[1
,2
,3
,4
]
Jin, Junliang
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Jin, Junliang
[1
,3
,4
]
Zhang, Jianyun
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Zhang, Jianyun
[1
,3
,4
]
Yuan, Shanshui
论文数: 0引用数: 0
h-index: 0
机构:
Hohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R China
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Yuan, Shanshui
[1
,3
,4
]
Liu, Yanli
论文数: 0引用数: 0
h-index: 0
机构:
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Liu, Yanli
[4
]
Guan, Tiesheng
论文数: 0引用数: 0
h-index: 0
机构:
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Guan, Tiesheng
[4
]
He, Ruimin
论文数: 0引用数: 0
h-index: 0
机构:
Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
He, Ruimin
[4
]
Zhu, Liujun
论文数: 0引用数: 0
h-index: 0
机构:
Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R ChinaHohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
Zhu, Liujun
[3
]
机构:
[1] Hohai Univ, Natl Key Lab Water Disaster Prevent, Nanjing 210098, Peoples R China
[2] Hohai Univ, Coll Hydrol & Water Resources, Nanjing, Jiangsu, Peoples R China
[3] Yangtze Inst Conservat & Dev, Nanjing 210098, Peoples R China
[4] Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Peoples R China
The sustainable use of water resources is important for the sustainable development of society, economy and ecoenvironment. Water resources carrying capacity (WRCC) reflects regional development levels, influenced by subsystems of water resources, society, economy and eco-environment. Previous studies focused on quantification of WRCC, with limited exploration of coupling coordination or driving mechanisms between subsystems. Therefore, this study focuses on the Beijing-Tianjin-Hebei urban agglomeration with high WRCC pressure. Based on the quantification of WRCC, this study applies coupling coordination degree model to assess the coordination relationship between subsystems. Then, using panel vector auto regression model to explore the interaction relationship between subsystems. Next, using geographically and temporally weighted regression model and geodetector model to identify driving forces from subsystems and evaluation indicators. Finally, we proposed relevant development suggestions. The results show that: (1) The coupling coordination degree in the BeijingTianjin-Hebei urban agglomeration from 2003 to 2020 shows a positive development trend, with fluctuating rises between the water resources and the other three subsystems. (2) The water resources subsystem and society subsystem are central to dynamic interactions The eco-environment is the primary subsystem for WRCC. (3) Per capita GDP, urbanization rate, water consumption per 10 thousand CNY GDP, sewage treatment rate and per capita industrial sulfur dioxide emission are the main driving indicators for WRCC development. This study provides new insights for improving the WRCC and provides a basis for regional high-quality, sustainable and coordinated development. It also rationalizes the allocation of water scheduling between production, living and ecology.
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Hao, Lingang
;
Yu, Jingjie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Yu, Jingjie
;
Du, Chaoyang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Du, Chaoyang
;
Wang, Ping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
机构:
Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Sustainable Dev Res Inst Econ & Soc Beijing, Beijing 100081, Peoples R China
Beijing Key Lab Energy Econ & Environm Management, Beijing 100081, Peoples R China
Collaborat Innovat Ctr Elect Vehicles Beijing, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Hao, Yu
;
Hu, Xinlei
论文数: 0引用数: 0
h-index: 0
机构:
Cent Univ Finance & Econ, Ctr China Fiscal Dev, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Hu, Xinlei
;
Chen, Heyin
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R ChinaBeijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
机构:
Wuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
Jilin Univ, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130026, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
He, Liying
;
Du, Xinqiang
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130026, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
Du, Xinqiang
;
Zhao, Jiahui
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
Zhao, Jiahui
;
Chen, Hua
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
He, Xinjun
;
Fang, Yiping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
CAS HEC, China Pakistan Joint Res Ctr Earth Sci, Islamabad 45320, PakistanChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Fang, Yiping
;
Wang, Baosheng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Wang, Baosheng
;
Huang, Xueyuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Li F., 2023, China's Opportunities for Development in an Era of Great Global Change, P147, DOI [10.1007/978-981-99-1199-89, DOI 10.1007/978-981-99-1199-89]
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Li, Feng
;
Du, Jiaen
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Du, Jiaen
;
Li, Huimin
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Li, Huimin
;
Du, Xuewan
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Du, Xuewan
;
Xu, Xinyue
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, ShenzhenKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Li, Guanglei
;
Wang, Han
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Key Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, BeijingKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Wang, Han
;
Zhang, Shouguo
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Key Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, BeijingKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Zhang, Shouguo
;
Ge, Chang
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, ShenzhenKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Ge, Chang
;
Wu, Jiansheng
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Key Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, BeijingKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Hao, Lingang
;
Yu, Jingjie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Yu, Jingjie
;
Du, Chaoyang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Du, Chaoyang
;
Wang, Ping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
机构:
Beijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
Sustainable Dev Res Inst Econ & Soc Beijing, Beijing 100081, Peoples R China
Beijing Key Lab Energy Econ & Environm Management, Beijing 100081, Peoples R China
Collaborat Innovat Ctr Elect Vehicles Beijing, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Hao, Yu
;
Hu, Xinlei
论文数: 0引用数: 0
h-index: 0
机构:
Cent Univ Finance & Econ, Ctr China Fiscal Dev, Beijing 100081, Peoples R ChinaBeijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
Hu, Xinlei
;
Chen, Heyin
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Sch Publ Policy & Management, Beijing 100084, Peoples R ChinaBeijing Inst Technol, Ctr Energy & Environm Policy Res, Beijing 100081, Peoples R China
机构:
Wuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
Jilin Univ, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130026, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
He, Liying
;
Du, Xinqiang
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Key Lab Groundwater Resources & Environm, Minist Educ, Changchun 130026, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
Du, Xinqiang
;
Zhao, Jiahui
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
Zhao, Jiahui
;
Chen, Hua
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources Hydropower Engn Sci, Wuhan 430072, Peoples R China
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
He, Xinjun
;
Fang, Yiping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
CAS HEC, China Pakistan Joint Res Ctr Earth Sci, Islamabad 45320, PakistanChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Fang, Yiping
;
Wang, Baosheng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Wang, Baosheng
;
Huang, Xueyuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610299, Peoples R China
Li F., 2023, China's Opportunities for Development in an Era of Great Global Change, P147, DOI [10.1007/978-981-99-1199-89, DOI 10.1007/978-981-99-1199-89]
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Li, Feng
;
Du, Jiaen
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Du, Jiaen
;
Li, Huimin
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Li, Huimin
;
Du, Xuewan
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
Du, Xuewan
;
Xu, Xinyue
论文数: 0引用数: 0
h-index: 0
机构:
North China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R ChinaNorth China Univ Water Resources & Elect Power, Sch Water Conservancy, Zhengzhou 450045, Henan, Peoples R China
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, ShenzhenKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Li, Guanglei
;
Wang, Han
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Key Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, BeijingKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Wang, Han
;
Zhang, Shouguo
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Key Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, BeijingKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Zhang, Shouguo
;
Ge, Chang
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, ShenzhenKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Ge, Chang
;
Wu, Jiansheng
论文数: 0引用数: 0
h-index: 0
机构:
Key Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen
Key Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, BeijingKey Laboratory for Urban Habitat Environmental Science and Technology, School of Urban Planning and Design, Peking University, Shenzhen