IF 1.5 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES
Shreyansh Mishra, Shishir Gaur, Mariem Kacem, Anurag Ohri
{"title":"Exploring Simulation–Optimization for Sustainable Groundwater Management: A Critical Review","authors":"Shreyansh Mishra,&nbsp;Shishir Gaur,&nbsp;Mariem Kacem,&nbsp;Anurag Ohri","doi":"10.1002/clen.202300471","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Simulation–optimization (S–O) is a well-regarded method for solving groundwater (GW) management problems. Although S–O has significantly improved the decision support system for GW management, it still lacks practical applicability. As a result, many researchers have been improving its components, leading to slightly or significantly better performance. To understand these challenges efficiently, this article delves into principal components of S–O that offer in-depth critical insights into GW's sustainability. The discussed segments are divided into simulation models, optimization methods, categories and conceptualization of management problems, and the formulation of real-world objective functions. This review also examines surrogate-assisted simulation models to reduce computational challenges. Methods to address model uncertainty and decision-making in applying S–O for sustained yield problems are addressed. The review outlays critical steps in S–O methodology and recommends potential research directions to aid researchers in further enhancing the practicality of S–O.</p>\n </div>","PeriodicalId":10306,"journal":{"name":"Clean-soil Air Water","volume":"53 1","pages":""},"PeriodicalIF":1.5000,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clean-soil Air Water","FirstCategoryId":"93","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/clen.202300471","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

模拟优化(S-O)是解决地下水管理问题的一种行之有效的方法。S-O虽然对GW管理的决策支持系统进行了显著的改进,但仍缺乏实际的适用性。因此,许多研究人员一直在改进其组件,从而略微或显着提高性能。为了有效地理解这些挑战,本文深入研究了S-O的主要组成部分,为GW的可持续性提供了深入的关键见解。讨论的部分分为仿真模型,优化方法,管理问题的类别和概念化,以及现实世界目标函数的制定。这篇综述还研究了代理辅助模拟模型,以减少计算挑战。研究了用S-O求解持续产量问题时模型不确定性和决策的解决方法。本文概述了S-O方法的关键步骤,并提出了潜在的研究方向,以帮助研究人员进一步提高S-O的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Exploring Simulation–Optimization for Sustainable Groundwater Management: A Critical Review

Exploring Simulation–Optimization for Sustainable Groundwater Management: A Critical Review

Simulation–optimization (S–O) is a well-regarded method for solving groundwater (GW) management problems. Although S–O has significantly improved the decision support system for GW management, it still lacks practical applicability. As a result, many researchers have been improving its components, leading to slightly or significantly better performance. To understand these challenges efficiently, this article delves into principal components of S–O that offer in-depth critical insights into GW's sustainability. The discussed segments are divided into simulation models, optimization methods, categories and conceptualization of management problems, and the formulation of real-world objective functions. This review also examines surrogate-assisted simulation models to reduce computational challenges. Methods to address model uncertainty and decision-making in applying S–O for sustained yield problems are addressed. The review outlays critical steps in S–O methodology and recommends potential research directions to aid researchers in further enhancing the practicality of S–O.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Clean-soil Air Water
Clean-soil Air Water 环境科学-海洋与淡水生物学
CiteScore
2.80
自引率
5.90%
发文量
88
审稿时长
3.6 months
期刊介绍: CLEAN covers all aspects of Sustainability and Environmental Safety. The journal focuses on organ/human--environment interactions giving interdisciplinary insights on a broad range of topics including air pollution, waste management, the water cycle, and environmental conservation. With a 2019 Journal Impact Factor of 1.603 (Journal Citation Reports (Clarivate Analytics, 2020), the journal publishes an attractive mixture of peer-reviewed scientific reviews, research papers, and short communications. Papers dealing with environmental sustainability issues from such fields as agriculture, biological sciences, energy, food sciences, geography, geology, meteorology, nutrition, soil and water sciences, etc., are welcome.
×
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