Optical measurements of dissolved organic matter as proxies for CODMn and BOD5 in plateau lakes

IF 14 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Environmental Science and Ecotechnology Pub Date : 2023-09-29 DOI:10.1016/j.ese.2023.100326
Xuan Yang , Yongqiang Zhou , Xiaoying Yang , Yunlin Zhang , Robert G.M. Spencer , Justin D. Brookes , Erik Jeppesen , Hucai Zhang , Qichao Zhou
{"title":"Optical measurements of dissolved organic matter as proxies for CODMn and BOD5 in plateau lakes","authors":"Xuan Yang ,&nbsp;Yongqiang Zhou ,&nbsp;Xiaoying Yang ,&nbsp;Yunlin Zhang ,&nbsp;Robert G.M. Spencer ,&nbsp;Justin D. Brookes ,&nbsp;Erik Jeppesen ,&nbsp;Hucai Zhang ,&nbsp;Qichao Zhou","doi":"10.1016/j.ese.2023.100326","DOIUrl":null,"url":null,"abstract":"<div><p>The presence of organic matter in lakes profoundly impacts drinking water supplies, yet treatment processes involving coagulants and disinfectants can yield carcinogenic disinfection by-products. Traditional assessments of organic matter, such as chemical oxygen demand (COD<sub>Mn</sub>) and biochemical oxygen demand (BOD<sub>5</sub>), are often time-consuming. Alternatively, optical measurements of dissolved organic matter (DOM) offer a rapid and reliable means of obtaining organic matter composition data. Here we employed DOM optical measurements in conjunction with parallel factor analysis to scrutinize COD<sub>Mn</sub> and BOD<sub>5</sub> variability. Validation was performed using an independent dataset encompassing six lakes on the Yungui Plateau from 2014 to 2016 (<em>n</em> = 256). Leveraging multiple linear regressions (MLRs) applied to DOM absorbance at 254 nm (<em>a</em><sub>254</sub>) and fluorescence components C1–C5, we successfully traced COD<sub>Mn</sub> and BOD<sub>5</sub> variations across the entire plateau (68 lakes, <em>n</em> = 271, <em>R</em><sup>2</sup> &gt; 0.8, <em>P</em> &lt; 0.0001). Notably, DOM optical indices yielded superior estimates (higher <em>R</em><sup>2</sup>) of COD<sub>Mn</sub> and BOD<sub>5</sub> during the rainy season compared to the dry season and demonstrated increased accuracy (<em>R</em><sup>2</sup> &gt; 0.9) in mesotrophic lakes compared to oligotrophic and eutrophic lakes. This study underscores the utility of MLR-based DOM indices for inferring COD<sub>Mn</sub> and BOD<sub>5</sub> variability in plateau lakes and highlights the potential of integrating <em>in situ</em> and remote sensing platforms for water pollution early warning.</p></div>","PeriodicalId":34434,"journal":{"name":"Environmental Science and Ecotechnology","volume":"19 ","pages":"Article 100326"},"PeriodicalIF":14.0000,"publicationDate":"2023-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666498423000911/pdfft?md5=29454c64e2635c291ded1f48c8eb7ee4&pid=1-s2.0-S2666498423000911-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Science and Ecotechnology","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666498423000911","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

The presence of organic matter in lakes profoundly impacts drinking water supplies, yet treatment processes involving coagulants and disinfectants can yield carcinogenic disinfection by-products. Traditional assessments of organic matter, such as chemical oxygen demand (CODMn) and biochemical oxygen demand (BOD5), are often time-consuming. Alternatively, optical measurements of dissolved organic matter (DOM) offer a rapid and reliable means of obtaining organic matter composition data. Here we employed DOM optical measurements in conjunction with parallel factor analysis to scrutinize CODMn and BOD5 variability. Validation was performed using an independent dataset encompassing six lakes on the Yungui Plateau from 2014 to 2016 (n = 256). Leveraging multiple linear regressions (MLRs) applied to DOM absorbance at 254 nm (a254) and fluorescence components C1–C5, we successfully traced CODMn and BOD5 variations across the entire plateau (68 lakes, n = 271, R2 > 0.8, P < 0.0001). Notably, DOM optical indices yielded superior estimates (higher R2) of CODMn and BOD5 during the rainy season compared to the dry season and demonstrated increased accuracy (R2 > 0.9) in mesotrophic lakes compared to oligotrophic and eutrophic lakes. This study underscores the utility of MLR-based DOM indices for inferring CODMn and BOD5 variability in plateau lakes and highlights the potential of integrating in situ and remote sensing platforms for water pollution early warning.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
高原湖泊中溶解有机物CODMn和BOD5的光学测量
湖泊中有机物的存在对饮用水供应产生了深远的影响,但涉及混凝剂和消毒剂的处理过程可能产生致癌的消毒副产物。传统的有机物评估,如化学需氧量(CODMn)和生化需氧量(BOD5),往往是耗时的。另外,溶解有机物(DOM)的光学测量提供了一种快速可靠的方法来获取有机物组成数据。在这里,我们采用DOM光学测量结合并行因子分析来仔细检查CODMn和BOD5的可变性。利用2014 - 2016年云贵高原6个湖泊的独立数据集(n = 256)进行验证。利用应用于254 nm (a254) DOM吸光度和荧光成分C1-C5的多元线性回归(MLRs),我们成功追踪了整个高原(68个湖泊,n = 271, R2 >0.8, P <0.0001)。值得注意的是,DOM光学指数在雨季对CODMn和BOD5的估计优于旱季(R2更高),并且精度更高(R2 >中营养化湖泊与贫营养化湖泊和富营养化湖泊相比,平均为0.9)。本研究强调了基于mlr的DOM指数在推断高原湖泊CODMn和BOD5变化方面的实用性,并强调了将原位和遥感平台整合到水污染预警中的潜力。
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 去求助
来源期刊
CiteScore
20.40
自引率
6.30%
发文量
11
审稿时长
18 days
期刊介绍: Environmental Science & Ecotechnology (ESE) is an international, open-access journal publishing original research in environmental science, engineering, ecotechnology, and related fields. Authors publishing in ESE can immediately, permanently, and freely share their work. They have license options and retain copyright. Published by Elsevier, ESE is co-organized by the Chinese Society for Environmental Sciences, Harbin Institute of Technology, and the Chinese Research Academy of Environmental Sciences, under the supervision of the China Association for Science and Technology.
期刊最新文献
Editorial Board Accelerating the establishment of a new science-policy panel to address the triple planetary crisis Rapid identification of antibiotic resistance gene hosts by prescreening ARG-like reads Enhanced removal of chiral emerging contaminants by an electroactive biofilter Mitigating household air pollution exposure through kitchen renovation
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1