Preparing municipal water system planning for a changing climate: Integrating climate-sensitive demand estimates

IF 2.6 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL
Ryan C. Johnson, Steven J. Burian, James Halgren, Trevor Irons, Emily Baur, Danyal Aziz, Daniyal Hassan, Jiada Li, Tracie Kirkham, Jessie Stewart, Laura Briefer
{"title":"Preparing municipal water system planning for a changing climate: Integrating climate-sensitive demand estimates","authors":"Ryan C. Johnson,&nbsp;Steven J. Burian,&nbsp;James Halgren,&nbsp;Trevor Irons,&nbsp;Emily Baur,&nbsp;Danyal Aziz,&nbsp;Daniyal Hassan,&nbsp;Jiada Li,&nbsp;Tracie Kirkham,&nbsp;Jessie Stewart,&nbsp;Laura Briefer","doi":"10.1111/1752-1688.13165","DOIUrl":null,"url":null,"abstract":"<p>Seasonality and a changing climate exert strong influences on supply and demand in the western United States, challenging municipal water system (MWS) management. Although supply and demand exhibit characteristics of nonstationarity, the commonly used econometric-based models to estimate demands discount the influences of climate variability and trends in seasonal MWS vulnerability assessments. Given the projected impacts of climate change on water resources, we use the documented performance of a real-world MWS with a calibrated systems model to investigate how demands modeled with and without the influences of climate impact system vulnerability indicators—determined by the exceedance of historical daily mean imported water—for MWS planning guidance. Neglecting climatic influences on MWS demands, the model overestimates the volume of imported water by up to 50% and misclassifies vulnerabilities during supply-limiting conditions. The climate-sensitive demand estimates reduced model error (i.e., &lt;3% error) and correctly categorized vulnerabilities. Moreover, the MWS exhibited an average threefold greater sensitivity to percent changes in demand relative to percent changes in supply. The sensitivity to variances in demand emphasizes the need to account for factors influencing supply and demand when investigating the impacts of a changing climate, suggesting future research to examine the coupled influences of modeled supply and demand accuracy on MWS performance.</p>","PeriodicalId":17234,"journal":{"name":"Journal of The American Water Resources Association","volume":"60 1","pages":"211-225"},"PeriodicalIF":2.6000,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The American Water Resources Association","FirstCategoryId":"93","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/1752-1688.13165","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0

Abstract

Seasonality and a changing climate exert strong influences on supply and demand in the western United States, challenging municipal water system (MWS) management. Although supply and demand exhibit characteristics of nonstationarity, the commonly used econometric-based models to estimate demands discount the influences of climate variability and trends in seasonal MWS vulnerability assessments. Given the projected impacts of climate change on water resources, we use the documented performance of a real-world MWS with a calibrated systems model to investigate how demands modeled with and without the influences of climate impact system vulnerability indicators—determined by the exceedance of historical daily mean imported water—for MWS planning guidance. Neglecting climatic influences on MWS demands, the model overestimates the volume of imported water by up to 50% and misclassifies vulnerabilities during supply-limiting conditions. The climate-sensitive demand estimates reduced model error (i.e., <3% error) and correctly categorized vulnerabilities. Moreover, the MWS exhibited an average threefold greater sensitivity to percent changes in demand relative to percent changes in supply. The sensitivity to variances in demand emphasizes the need to account for factors influencing supply and demand when investigating the impacts of a changing climate, suggesting future research to examine the coupled influences of modeled supply and demand accuracy on MWS performance.

为不断变化的气候制定市政供水系统规划:整合对气候敏感的需求估算
季节性和不断变化的气候对美国西部的供需产生了很大影响,给市政供水系统(MWS)的管理带来了挑战。尽管供需呈现出非平稳性的特点,但常用的基于计量经济学的需求估算模型在进行季节性市政供水系统脆弱性评估时却忽略了气候多变性和趋势的影响。考虑到气候变化对水资源的预期影响,我们利用一个经过校准的系统模型对实际水利枢纽的性能进行了记录,以研究有气候影响和无气候影响的需求模型如何影响系统脆弱性指标(由历史日平均进口水量超标决定),从而为水利枢纽规划提供指导。如果忽略气候对水利部需求的影响,该模型对进口水量的高估可达 50%,并对限制供水条件下的脆弱性进行错误分类。对气候敏感的需求估算减少了模型误差(即 3% 的误差),并正确划分了脆弱性。此外,相对于供应量的百分比变化,MWS 对需求量百分比变化的敏感度平均高出三倍。对需求变化的敏感性强调了在研究气候变化的影响时需要考虑影响供应和需求的因素,并建议未来的研究要考察模型供应和需求准确性对 MWS 性能的耦合影响。
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
Journal of The American Water Resources Association
Journal of The American Water Resources Association 环境科学-地球科学综合
CiteScore
4.10
自引率
12.50%
发文量
100
审稿时长
3 months
期刊介绍: JAWRA seeks to be the preeminent scholarly publication on multidisciplinary water resources issues. JAWRA papers present ideas derived from multiple disciplines woven together to give insight into a critical water issue, or are based primarily upon a single discipline with important applications to other disciplines. Papers often cover the topics of recent AWRA conferences such as riparian ecology, geographic information systems, adaptive management, and water policy. JAWRA authors present work within their disciplinary fields to a broader audience. Our Associate Editors and reviewers reflect this diversity to ensure a knowledgeable and fair review of a broad range of topics. We particularly encourage submissions of papers which impart a ''take home message'' our readers can use.
×
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