Ana Beatriz Rubio-Arellano , José Alfredo Ramos-Leal , Oscar Guadalupe Almanza-Tovar , Víctor Manuel Vázquez-Báez , Janete Morán-Ramírez
{"title":"含水层脆弱性和水质评价:基于地下水流量来源的回归分析验证","authors":"Ana Beatriz Rubio-Arellano , José Alfredo Ramos-Leal , Oscar Guadalupe Almanza-Tovar , Víctor Manuel Vázquez-Báez , Janete Morán-Ramírez","doi":"10.1016/j.gsd.2025.101478","DOIUrl":null,"url":null,"abstract":"<div><div>The Puebla Valley aquifer (PV), a volcanosedimentary system located in central Mexico, faces increasing pressure due to land use change and groundwater contamination. However, its vulnerability had not been comprehensively assessed. This study aimed to evaluate the intrinsic vulnerability of the PV aquifer using the DRASTIC methodology adapted to the characteristics of a volcanosedimentary environment and validate the results using simple linear regression analysis based on the origin of groundwater flows, correlating them with water quality indices (WQI) and contamination indices (C<span><math><msub><mrow></mrow><mrow><mi>d</mi></mrow></msub></math></span>).</div><div>The DRASTIC model was adjusted by modifying parameter weights to reflect local aquifer conditions, considering land use change (recharge, agricultural and urban zones) as the basis. Linear regression showed significant correlations (p<span><math><mo><</mo></math></span>0.001) between vulnerability and WQI; for flows from Sierra Nevada, an 84% fit was found between these two variables, and 83% for La Malinche. The Atoyac River was identified as the main contamination source, with extreme values of WQI=35 (poor quality) and C<span><math><mrow><msub><mrow></mrow><mrow><mi>d</mi></mrow></msub><mo>></mo><mn>3</mn></mrow></math></span> (high health risk) in adjacent areas.</div><div>DRASTIC classified 550 km<span><math><msup><mrow></mrow><mrow><mn>2</mn></mrow></msup></math></span> (25% of the area) as low vulnerability, 800 km<span><math><msup><mrow></mrow><mrow><mn>2</mn></mrow></msup></math></span> (36%) as moderate, and 690 km<span><math><msup><mrow></mrow><mrow><mn>2</mn></mrow></msup></math></span> (31%) as high. The most influential factors were recharge (<span><math><mrow><mo>></mo><mn>350</mn></mrow></math></span> mm/year in critical zones), water table depth (<span><math><mo><</mo></math></span>7 m) and topographic gradient (<span><math><mo>></mo></math></span>5%).</div><div>These results validate for the first time a DRASTIC adapted with flow-origin-based regression for volcanosedimentary aquifers. They emphasize the need to: urgently protect recharge zones and regulate discharges into the Atoyac River. The methodology provides tools for sustainable management in subhumid environments, but under anthropogenic activities.</div></div>","PeriodicalId":37879,"journal":{"name":"Groundwater for Sustainable Development","volume":"30 ","pages":"Article 101478"},"PeriodicalIF":4.9000,"publicationDate":"2025-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessment of aquifer vulnerability and water quality: Validated using groundwater flow origin-based regression analysis\",\"authors\":\"Ana Beatriz Rubio-Arellano , José Alfredo Ramos-Leal , Oscar Guadalupe Almanza-Tovar , Víctor Manuel Vázquez-Báez , Janete Morán-Ramírez\",\"doi\":\"10.1016/j.gsd.2025.101478\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The Puebla Valley aquifer (PV), a volcanosedimentary system located in central Mexico, faces increasing pressure due to land use change and groundwater contamination. However, its vulnerability had not been comprehensively assessed. This study aimed to evaluate the intrinsic vulnerability of the PV aquifer using the DRASTIC methodology adapted to the characteristics of a volcanosedimentary environment and validate the results using simple linear regression analysis based on the origin of groundwater flows, correlating them with water quality indices (WQI) and contamination indices (C<span><math><msub><mrow></mrow><mrow><mi>d</mi></mrow></msub></math></span>).</div><div>The DRASTIC model was adjusted by modifying parameter weights to reflect local aquifer conditions, considering land use change (recharge, agricultural and urban zones) as the basis. Linear regression showed significant correlations (p<span><math><mo><</mo></math></span>0.001) between vulnerability and WQI; for flows from Sierra Nevada, an 84% fit was found between these two variables, and 83% for La Malinche. The Atoyac River was identified as the main contamination source, with extreme values of WQI=35 (poor quality) and C<span><math><mrow><msub><mrow></mrow><mrow><mi>d</mi></mrow></msub><mo>></mo><mn>3</mn></mrow></math></span> (high health risk) in adjacent areas.</div><div>DRASTIC classified 550 km<span><math><msup><mrow></mrow><mrow><mn>2</mn></mrow></msup></math></span> (25% of the area) as low vulnerability, 800 km<span><math><msup><mrow></mrow><mrow><mn>2</mn></mrow></msup></math></span> (36%) as moderate, and 690 km<span><math><msup><mrow></mrow><mrow><mn>2</mn></mrow></msup></math></span> (31%) as high. The most influential factors were recharge (<span><math><mrow><mo>></mo><mn>350</mn></mrow></math></span> mm/year in critical zones), water table depth (<span><math><mo><</mo></math></span>7 m) and topographic gradient (<span><math><mo>></mo></math></span>5%).</div><div>These results validate for the first time a DRASTIC adapted with flow-origin-based regression for volcanosedimentary aquifers. They emphasize the need to: urgently protect recharge zones and regulate discharges into the Atoyac River. The methodology provides tools for sustainable management in subhumid environments, but under anthropogenic activities.</div></div>\",\"PeriodicalId\":37879,\"journal\":{\"name\":\"Groundwater for Sustainable Development\",\"volume\":\"30 \",\"pages\":\"Article 101478\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-06-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Groundwater for Sustainable Development\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352801X2500075X\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Groundwater for Sustainable Development","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352801X2500075X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
Assessment of aquifer vulnerability and water quality: Validated using groundwater flow origin-based regression analysis
The Puebla Valley aquifer (PV), a volcanosedimentary system located in central Mexico, faces increasing pressure due to land use change and groundwater contamination. However, its vulnerability had not been comprehensively assessed. This study aimed to evaluate the intrinsic vulnerability of the PV aquifer using the DRASTIC methodology adapted to the characteristics of a volcanosedimentary environment and validate the results using simple linear regression analysis based on the origin of groundwater flows, correlating them with water quality indices (WQI) and contamination indices (C).
The DRASTIC model was adjusted by modifying parameter weights to reflect local aquifer conditions, considering land use change (recharge, agricultural and urban zones) as the basis. Linear regression showed significant correlations (p0.001) between vulnerability and WQI; for flows from Sierra Nevada, an 84% fit was found between these two variables, and 83% for La Malinche. The Atoyac River was identified as the main contamination source, with extreme values of WQI=35 (poor quality) and C (high health risk) in adjacent areas.
DRASTIC classified 550 km (25% of the area) as low vulnerability, 800 km (36%) as moderate, and 690 km (31%) as high. The most influential factors were recharge ( mm/year in critical zones), water table depth (7 m) and topographic gradient (5%).
These results validate for the first time a DRASTIC adapted with flow-origin-based regression for volcanosedimentary aquifers. They emphasize the need to: urgently protect recharge zones and regulate discharges into the Atoyac River. The methodology provides tools for sustainable management in subhumid environments, but under anthropogenic activities.
期刊介绍:
Groundwater for Sustainable Development is directed to different stakeholders and professionals, including government and non-governmental organizations, international funding agencies, universities, public water institutions, public health and other public/private sector professionals, and other relevant institutions. It is aimed at professionals, academics and students in the fields of disciplines such as: groundwater and its connection to surface hydrology and environment, soil sciences, engineering, ecology, microbiology, atmospheric sciences, analytical chemistry, hydro-engineering, water technology, environmental ethics, economics, public health, policy, as well as social sciences, legal disciplines, or any other area connected with water issues. The objectives of this journal are to facilitate: • The improvement of effective and sustainable management of water resources across the globe. • The improvement of human access to groundwater resources in adequate quantity and good quality. • The meeting of the increasing demand for drinking and irrigation water needed for food security to contribute to a social and economically sound human development. • The creation of a global inter- and multidisciplinary platform and forum to improve our understanding of groundwater resources and to advocate their effective and sustainable management and protection against contamination. • Interdisciplinary information exchange and to stimulate scientific research in the fields of groundwater related sciences and social and health sciences required to achieve the United Nations Millennium Development Goals for sustainable development.