Monitoring and Modeling Glyphosate Transport in the Belize River Watershed

Barbara Astmann, Shakira R. Hobbs, P. Martin
{"title":"Monitoring and Modeling Glyphosate Transport in the Belize River Watershed","authors":"Barbara Astmann, Shakira R. Hobbs, P. Martin","doi":"10.1109/GHTC46280.2020.9342863","DOIUrl":null,"url":null,"abstract":"Glyphosate, an effective herbicide used worldwide as a weed control, can be transported from application areas to unintended locations. In this study, we use high performance liquid chromatography (HPLC), enzyme-linked immunosorbent assay (ELISA) kits, and liquid chromatography with tandem mass spectrometry (LC-MS/MS) to quantify concentrations of glyphosate, and the Soil Water Assessment Tool (SWAT) to model transport of glyphosate in the Belize River Watershed. Water samples were collected from two rural communities with rudimentary drinking water systems. Quantification analyses showed that glyphosate was not present in the water samples. The model confirms that glyphosate is not expected to be present in the sampling locations. However, the model did reveal that glyphosate transport to the Belize River may be occurring and identified three subbasins most likely to be at risk due to having the highest percentages of days exceeding the EU standard for glyphosate of 0.1 µg/L. One of these subbasins, located just downstream of the sampling locations, was the most significant contributor of soluble glyphosate to the river (p-values <0.0). Soluble glyphosate concentrations in this subbasin inflow and outflow exceeded the EU standard by 12.53% and 11.65% of the time, respectively. Additionally, concentrations of glyphosate sorbed to sediment were significantly greater than soluble glyphosate in surface runoff (p-values <0.0). This work demonstrates a framework for applying SWAT for pesticide transport modeling in developing countries and has the potential to be a powerful and accessible tool for watershed management and measurement of sustainable development progress when monitoring data is unavailable.","PeriodicalId":314837,"journal":{"name":"2020 IEEE Global Humanitarian Technology Conference (GHTC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Global Humanitarian Technology Conference (GHTC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GHTC46280.2020.9342863","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Glyphosate, an effective herbicide used worldwide as a weed control, can be transported from application areas to unintended locations. In this study, we use high performance liquid chromatography (HPLC), enzyme-linked immunosorbent assay (ELISA) kits, and liquid chromatography with tandem mass spectrometry (LC-MS/MS) to quantify concentrations of glyphosate, and the Soil Water Assessment Tool (SWAT) to model transport of glyphosate in the Belize River Watershed. Water samples were collected from two rural communities with rudimentary drinking water systems. Quantification analyses showed that glyphosate was not present in the water samples. The model confirms that glyphosate is not expected to be present in the sampling locations. However, the model did reveal that glyphosate transport to the Belize River may be occurring and identified three subbasins most likely to be at risk due to having the highest percentages of days exceeding the EU standard for glyphosate of 0.1 µg/L. One of these subbasins, located just downstream of the sampling locations, was the most significant contributor of soluble glyphosate to the river (p-values <0.0). Soluble glyphosate concentrations in this subbasin inflow and outflow exceeded the EU standard by 12.53% and 11.65% of the time, respectively. Additionally, concentrations of glyphosate sorbed to sediment were significantly greater than soluble glyphosate in surface runoff (p-values <0.0). This work demonstrates a framework for applying SWAT for pesticide transport modeling in developing countries and has the potential to be a powerful and accessible tool for watershed management and measurement of sustainable development progress when monitoring data is unavailable.
监测和模拟伯利兹河流域草甘膦的运输
草甘膦是一种有效的除草剂,在世界范围内用于控制杂草,它可以从应用区域运输到意想不到的地方。在本研究中,我们使用高效液相色谱法(HPLC)、酶联免疫吸附法(ELISA)试剂盒和液相色谱串联质谱法(LC-MS/MS)来量化草甘膦的浓度,并使用土壤水分评估工具(SWAT)来模拟伯利兹河流域草甘膦的运输。从两个饮用水系统简陋的农村社区收集了水样。定量分析表明,水样中不存在草甘膦。该模型证实,草甘膦预计不会出现在采样地点。然而,该模型确实显示,可能正在发生草甘膦向伯利兹河的运输,并确定了三个最有可能面临风险的子流域,因为超过欧盟草甘膦标准0.1微克/升的天数比例最高。其中一个位于采样点下游的子流域是河流中可溶性草甘膦的最大贡献者(p值<0.0)。该次流域流入和流出的可溶性草甘膦浓度分别超过欧盟标准的12.53%和11.65%。此外,沉积物中吸收的草甘膦浓度显著大于地表径流中可溶性草甘膦(p值<0.0)。这项工作展示了在发展中国家将SWAT应用于农药运输建模的框架,并有可能成为在缺乏监测数据的情况下进行流域管理和衡量可持续发展进展的强大和易于使用的工具。
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
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