Automated Acquisition of Historical Water Distribution Pipe Repair Location Data

IF 1.8
Charles Scawthorn, Joseph McGlinchy, Keith Porter
{"title":"Automated Acquisition of Historical Water Distribution Pipe Repair Location Data","authors":"Charles Scawthorn,&nbsp;Joseph McGlinchy,&nbsp;Keith Porter","doi":"10.1002/aws2.70015","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>We report an innovative method of extracting water distribution network (WDN) historical repair location data from images of paper repair data maps, to provide usable geo-referenced digitally formatted data. For most water utilities, repair location data typically fall into two eras: pre- and post-GIS, approximately corresponding to pre- and post-2000. Automated conversion of pre-2000 paper maps to a geo-referenced digital format provides additional data to clarify trends in pipe repair causative factors, such as material defects, corrosive or creeping soils, and traffic. We applied the methodology to more than 3,000 maps of the Los Angeles Department of Water and Power WDN, thereby extending the record of repairs backward from 2000 to 1975, almost doubling the number of repair records. The methodology's value, when using the resulting data for analysis, lies in the following: (a) large volumes of hard copy data can now be acquired in an automated manner, saving significant time and effort, (b) specific repair locations are accurately captured, resulting in (c) more reliable, confident, analyses, and results, (d) ongoing problem areas, due to corrosive or creeping soils for example, can be more specifically understood.</p>\n </div>","PeriodicalId":101301,"journal":{"name":"AWWA water science","volume":"7 1","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AWWA water science","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/aws2.70015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

We report an innovative method of extracting water distribution network (WDN) historical repair location data from images of paper repair data maps, to provide usable geo-referenced digitally formatted data. For most water utilities, repair location data typically fall into two eras: pre- and post-GIS, approximately corresponding to pre- and post-2000. Automated conversion of pre-2000 paper maps to a geo-referenced digital format provides additional data to clarify trends in pipe repair causative factors, such as material defects, corrosive or creeping soils, and traffic. We applied the methodology to more than 3,000 maps of the Los Angeles Department of Water and Power WDN, thereby extending the record of repairs backward from 2000 to 1975, almost doubling the number of repair records. The methodology's value, when using the resulting data for analysis, lies in the following: (a) large volumes of hard copy data can now be acquired in an automated manner, saving significant time and effort, (b) specific repair locations are accurately captured, resulting in (c) more reliable, confident, analyses, and results, (d) ongoing problem areas, due to corrosive or creeping soils for example, can be more specifically understood.

历史配水管维修位置数据的自动获取
我们报告了一种从纸质维修数据图图像中提取供水网络(WDN)历史维修位置数据的创新方法,以提供可用的地理参考数字格式数据。对于大多数水务公司,维修位置数据通常分为两个时代:前和后gis,大约对应于前和后2000年。将2000年以前的纸质地图自动转换为地理参考的数字格式,提供了额外的数据,以阐明管道维修原因的趋势,例如材料缺陷、腐蚀或蠕动的土壤以及交通。我们将该方法应用于洛杉矶水电局WDN的3000多张地图,从而将维修记录从2000年追溯至1975年,几乎将维修记录的数量增加了一倍。当使用结果数据进行分析时,该方法的价值在于:(a)现在可以以自动化的方式获取大量的硬拷贝数据,节省了大量的时间和精力;(b)准确捕获特定的修复位置,从而产生(c)更可靠、更自信的分析和结果;(d)可以更具体地了解由于腐蚀或蠕动土壤等原因导致的持续问题区域。
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
CiteScore
4.40
自引率
0.00%
发文量
0
×
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:604180095
Book学术官方微信