Spatiotemporal assessment of water security in the Dongting Lake region: Insights from projection pursuit method and sparrow search algorithm

麻雀 环境科学 投影(关系代数) 投影寻踪 算法 地理 计算机科学 遥感 渔业 生物 人工智能
作者
Jiayi Xiang,Shuai Tan,Xinlong Tan,Jingwei Long,Tianlong Xiao,Wei Wang
出处
期刊:Journal of Cleaner Production [Elsevier BV]
卷期号:378: 134447-134447 被引量:15
标识
DOI:10.1016/j.jclepro.2022.134447
摘要

The Dongting Lake region (TDLR) is China's essential commodity grain base and inland wetland reserve. Few studies, however, focus on the water security of TDLR. Additionally, as the attributes of water security increase, common methods may not obtain more structural characteristics or make full use of the data, resulting in the evaluation not being comprehensive enough. Hence, based on the vulnerability scoping diagram (VSD) and the coupled model combining projection pursuit method (PP), sparrow search algorithm (SSA), and contribution degree model, this study assesses the water security of TDLR and its three major cities. The result shows that the coupled model may be suitable to assess water security since it obtains a more accurate, comparable, sensitive, comprehensive evaluation more rapidly, intuitively, and stably. The water security of TDLR and three cities all exhibit an overall fluctuating upward trend during 2011–2020, with a significant increase in the comprehensive water security evaluation value (WSV) of TDLR ( p < 0.05). Among the three cities, the water security of Yiyang is the safest, followed by Changde and Yueyang. A summary of the main contributing dimensions and top ten contributing indicators of water security of TDLR illustrates that the effective measures to improve its water security include building embankments and sewage treatment plants through increasing investment; reducing industrial water consumption; improving the ability to convert rainwater to water resources and surface water storage capacity. Additional measures, such as strengthening the integrated management of the Dongting Lake and increasing the use of reclaimed water for ecological replenishment, can effectively improve its water security. This study objectively assesses and summarizes the water security of TDLR and provides a valuable reference for relevant authorities in regional water resources planning and management, as well as for water security assessment of other similar lake regions. • Vulnerability scoping diagram can be used to establish the water security assessment framework based on the water issues and their complex interrelationships. • The coupled model may be suitable to assess water security since it obtains a more accurate, comparable, sensitive, comprehensive evaluation more rapidly, intuitively, and stably. • Water security around the Dongting Lake region has significantly improved during 2011–2020. • The key contributing factors and effective measures to improve water security around the Dongting Lake region are identified.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
yang111222333发布了新的文献求助30
2秒前
2秒前
强小强完成签到,获得积分10
2秒前
大苗完成签到,获得积分10
4秒前
upsoar发布了新的文献求助10
4秒前
6秒前
6秒前
咪花嗦完成签到,获得积分10
7秒前
zzz发布了新的文献求助10
7秒前
lanbing802完成签到,获得积分10
8秒前
田様应助坚定迎天采纳,获得10
8秒前
9秒前
WCheng发布了新的文献求助10
11秒前
小刘小刘发布了新的文献求助20
12秒前
kk发布了新的文献求助10
12秒前
jillian发布了新的文献求助10
13秒前
14秒前
15秒前
小马甲应助忧虑的鹭洋采纳,获得10
15秒前
15秒前
科研通AI2S应助zhuxd采纳,获得10
16秒前
乔翼娇完成签到,获得积分10
16秒前
orixero应助幻想小蜜蜂采纳,获得10
17秒前
聂先生完成签到,获得积分10
17秒前
猴哥完成签到,获得积分10
17秒前
彭于晏应助坚定迎天采纳,获得10
18秒前
18秒前
crane发布了新的文献求助10
18秒前
19秒前
cassie发布了新的文献求助10
22秒前
志轩完成签到,获得积分10
22秒前
小刘小刘完成签到,获得积分10
22秒前
JingyuHuang完成签到,获得积分10
23秒前
chenxiangyu完成签到,获得积分10
24秒前
25秒前
乐开欣完成签到,获得积分10
26秒前
汉堡包应助小高采纳,获得10
26秒前
仙都丽娜应助小高采纳,获得10
26秒前
小二郎应助小高采纳,获得10
26秒前
纪间完成签到,获得积分10
29秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
Indomethacinのヒトにおける経皮吸収 400
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 370
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
Aktuelle Entwicklungen in der linguistischen Forschung 300
Current Perspectives on Generative SLA - Processing, Influence, and Interfaces 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3992711
求助须知:如何正确求助?哪些是违规求助? 3533584
关于积分的说明 11263072
捐赠科研通 3273260
什么是DOI,文献DOI怎么找? 1806018
邀请新用户注册赠送积分活动 882889
科研通“疑难数据库(出版商)”最低求助积分说明 809545