Analysis of Agricultural Water Security Based on Network Invulnerability: A Case Study in China's Virtual Water Trade Networks

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES
X. Liang, A. Long, X. Han, X. Lai, Y. Meng
{"title":"Analysis of Agricultural Water Security Based on Network Invulnerability: A Case Study in China's Virtual Water Trade Networks","authors":"X. Liang, A. Long, X. Han, X. Lai, Y. Meng","doi":"10.1029/2023wr036497","DOIUrl":null,"url":null,"abstract":"“Invulnerability” of complex network was firstly introduced to virtual water (VW) research, aiming to broaden the scope of studies on water use and management. Beginning with the construction of China's virtual water trade networks (VWTNs) of major grain crops, <i>Node Degree</i> (<i>K</i>) and <i>Betweenness Centrality</i> (<i>B</i>) are employed to evaluate and rank the importance of China's 31 regions. Regions with high values for both indicators are identified as playing pivotal roles in the VWTNs: Jiangsu (ranking 1st for both <i>K</i> and <i>B</i>), Hubei (2nd for <i>K</i>, 3rd for <i>B</i>), Henan (3rd for <i>K</i>, 6th for <i>B</i>), Hebei (4th for <i>K</i>, 4th for <i>B</i>), Hunan (4th for <i>K</i>, 5th for <i>B</i>). Using this ranking to simulate the invulnerability of VWTNs under random and intentional attacks. The results reveal a rapid decrease in both <i>Network Efficiency</i> (<i>E</i>) and <i>Maximum Connectivity</i> (<i>C</i>) under intentional attack. In comparison to seven random attacks, <i>E</i> falls below 0.1 and <i>C</i> drops below 0.5 after only three intentional attacks, and the network completely collapsed after 10 intentional attacks. This highlights the VWTN's vulnerability in maintaining food supply and agricultural water security when key regions are subjected to man-made destruction, such as military blockades or occupations. Future work should include integrating climate change models, crops yield models, and water resource allocation models to protect the key areas. Furthermore, interdisciplinary approaches are crucial for overcoming the limitations of VW research and these findings will provide valuable insights to enhance the optimal regulation of VWTNs.","PeriodicalId":23799,"journal":{"name":"Water Resources Research","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Resources Research","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1029/2023wr036497","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

“Invulnerability” of complex network was firstly introduced to virtual water (VW) research, aiming to broaden the scope of studies on water use and management. Beginning with the construction of China's virtual water trade networks (VWTNs) of major grain crops, Node Degree (K) and Betweenness Centrality (B) are employed to evaluate and rank the importance of China's 31 regions. Regions with high values for both indicators are identified as playing pivotal roles in the VWTNs: Jiangsu (ranking 1st for both K and B), Hubei (2nd for K, 3rd for B), Henan (3rd for K, 6th for B), Hebei (4th for K, 4th for B), Hunan (4th for K, 5th for B). Using this ranking to simulate the invulnerability of VWTNs under random and intentional attacks. The results reveal a rapid decrease in both Network Efficiency (E) and Maximum Connectivity (C) under intentional attack. In comparison to seven random attacks, E falls below 0.1 and C drops below 0.5 after only three intentional attacks, and the network completely collapsed after 10 intentional attacks. This highlights the VWTN's vulnerability in maintaining food supply and agricultural water security when key regions are subjected to man-made destruction, such as military blockades or occupations. Future work should include integrating climate change models, crops yield models, and water resource allocation models to protect the key areas. Furthermore, interdisciplinary approaches are crucial for overcoming the limitations of VW research and these findings will provide valuable insights to enhance the optimal regulation of VWTNs.
基于网络脆弱性的农业用水安全分析:中国虚拟水贸易网络案例研究
首次将复杂网络的 "脆弱性 "引入虚拟水(VW)研究,旨在拓宽水资源利用与管理的研究范围。从构建中国主要粮食作物虚拟水贸易网络(VWTN)入手,利用节点度(K)和中心度(B)对中国 31 个地区的重要性进行评估和排序。这两项指标值均较高的地区被认为在粮食贸易网络中发挥着关键作用:江苏(K 和 B 均排名第一)、湖北(K 排名第二,B 排名第三)、河南(K 排名第三,B 排名第六)、河北(K 排名第四,B 排名第四)、湖南(K 排名第四,B 排名第五)。利用这一排名来模拟大众交通网络在随机攻击和故意攻击下的脆弱性。结果显示,在蓄意攻击下,网络效率(E)和最大连接性(C)都迅速下降。与 7 次随机攻击相比,仅 3 次蓄意攻击后 E 就降至 0.1 以下,C 降至 0.5 以下,10 次蓄意攻击后网络完全崩溃。这凸显了当关键地区遭受军事封锁或占领等人为破坏时,VWTN 在维持粮食供应和农业用水安全方面的脆弱性。未来的工作应包括整合气候变化模型、作物产量模型和水资源分配模型,以保护关键地区。此外,跨学科方法对于克服大众水网研究的局限性至关重要,这些发现将为加强大众水网的优化调控提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信