water network;
spatial overflow;
social network analysis;
Yangtze River Delta;
China;
USE EFFICIENCY;
LAND-USE;
MANAGEMENT;
URBANIZATION;
INFRASTRUCTURE;
CHALLENGES;
INSIGHTS;
BASIN;
D O I:
10.3389/fenvs.2022.924246
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The increasingly severe water crisis is restricting sustainable development of the Yangtze River Delta Urban Agglomeration (YRDUA), highlighting the importance of collaborative water resources management. Based on the dataset from 26 cities between 2001 and 2020 in the YRDUA, this study applies Social Network Analysis to research the spatial correlation of urban water utilization, which helps identify the interaction of water use behaviors among different cities. Results show that the close relationships among urban water consumption in the YRDUA have formed a network, and there is no isolated city in the water use correlation network. During the research period, the water network affinity and network density showed an overall upward trend, meaning the number of actual connections in the network was increasing. However, the network hierarchy first decreased and then raised, and the network efficiency first increased and then decreased, indicating the structural evolution of the water network was gradually detrimental to the effective dissemination of water use information. The urban water consumption correlation network also shows a core-peripheral structure. Shanghai, Wuxi, Suzhou, and Hangzhou have higher coreness and centralities, dominating the water network and controlling major information spillover channels. Therefore, it is essential to focus on the overflow effects of urban water consumption and management among different regions, optimize the structure of the water consumption correlation network, exploit the core cities' radiation effects, and realize collaborative management for regional water resources.
机构:
CNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, ItalyCNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, Italy
Abramo, Giovanni
D'Angelo, Ciriaco Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rome Tor Vergata Italy, Via Politecn 1, Rome 00133, Italy
Univ Roma Tor Vergata, CNR, Dipartimento Ingn Impresa, Lab Studies Res Evaluat,IASI, Via Politecn 1, Rome 00133, ItalyCNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, Italy
D'Angelo, Ciriaco Andrea
Di Costa, Flavia
论文数: 0引用数: 0
h-index: 0
机构:
Res Value Srl, Res Value, Via Michelangelo Tilli 39, Rome 00156, ItalyCNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, Italy
机构:
Stockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, Sweden
Arizona State Univ, Ctr Study Inst Divers, Tempe, AZ 85287 USAStockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, Sweden
Bodin, Orjan
Crona, Beatrice I.
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, SwedenStockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, Sweden
Crona, Beatrice I.
[J].
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS,
2009,
19
(03):
: 366
-
374
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
Borgatti, Stephen P.
Mehra, Ajay
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
Mehra, Ajay
Brass, Daniel J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
Brass, Daniel J.
Labianca, Giuseppe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
机构:
CNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, ItalyCNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, Italy
Abramo, Giovanni
D'Angelo, Ciriaco Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Rome Tor Vergata Italy, Via Politecn 1, Rome 00133, Italy
Univ Roma Tor Vergata, CNR, Dipartimento Ingn Impresa, Lab Studies Res Evaluat,IASI, Via Politecn 1, Rome 00133, ItalyCNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, Italy
D'Angelo, Ciriaco Andrea
Di Costa, Flavia
论文数: 0引用数: 0
h-index: 0
机构:
Res Value Srl, Res Value, Via Michelangelo Tilli 39, Rome 00156, ItalyCNR, Ist Anal Sistemi & Informat, Natl Res Council Italy,IASI, Inst Syst Anal & Comp Sci,Lab Studies Res Evaluat, Via Taurini 19, Rome 00185, Italy
机构:
Stockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, Sweden
Arizona State Univ, Ctr Study Inst Divers, Tempe, AZ 85287 USAStockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, Sweden
Bodin, Orjan
Crona, Beatrice I.
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, SwedenStockholm Univ, Stockholm Resilience Ctr, SE-10691 Stockholm, Sweden
Crona, Beatrice I.
[J].
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS,
2009,
19
(03):
: 366
-
374
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
Borgatti, Stephen P.
Mehra, Ajay
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
Mehra, Ajay
Brass, Daniel J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA
Brass, Daniel J.
Labianca, Giuseppe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USAUniv Kentucky, LINKS Ctr Network Res Business, Gatton Coll Business & Econ, Lexington, KY 40506 USA