{"title":"巴西帕拉那帕内玛河流域地下水储量的时空变化趋势","authors":"Rodrigo Lilla Manzione , Carolina Souza Brizotti","doi":"10.1016/j.gsd.2025.101453","DOIUrl":null,"url":null,"abstract":"<div><div>The Paranapanema River Basin (PRB) is a hydroelectrical and agricultural hub situated the southeast part of Brazil. From 2018 to 2022, a water crisis due precipitation much below the average in this hydrographic region boost a run for groundwater. It resulted in indiscriminate drilling of clandestine wells all over the basin without considering how the diminishing amounts of precipitation were affecting groundwater storage (GWS). This study used GWS satellite-based estimatives and exploratory spatial and temporal data analysis (ESTDA) to verify the presence of spatial cluster and temporal trends in the groundwater reserves of the PRB. Hot spots (spatial clusters of high values) were detected in the southeastern heads of the basin and cold spots (spatial clusters of low values) were found in the western portion of the basin, near the outlet. The time series trends detected in the dataset were not statistically significant. Although, two classes of hot spots were observed (persistent and intensifying) as well three classes of cold spots (persistent, diminishing, and sporadic). The information about where the large reserves are concentrated and how the storage changes over time increase the perception of water managers and decision makers about the potential of groundwater and the consequences of climate and human disturbances in the groundwater regime. Groundwater managements can benefit of spatial and temporal distribution of groundwater reserves to plan future exploitation, legislation, regulation and consequently increase the governance about this important natural resource.</div></div>","PeriodicalId":37879,"journal":{"name":"Groundwater for Sustainable Development","volume":"30 ","pages":"Article 101453"},"PeriodicalIF":4.9000,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatial clusters and temporal trends of groundwater storage in the Paranapanema River Basin, Brazil\",\"authors\":\"Rodrigo Lilla Manzione , Carolina Souza Brizotti\",\"doi\":\"10.1016/j.gsd.2025.101453\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The Paranapanema River Basin (PRB) is a hydroelectrical and agricultural hub situated the southeast part of Brazil. From 2018 to 2022, a water crisis due precipitation much below the average in this hydrographic region boost a run for groundwater. It resulted in indiscriminate drilling of clandestine wells all over the basin without considering how the diminishing amounts of precipitation were affecting groundwater storage (GWS). This study used GWS satellite-based estimatives and exploratory spatial and temporal data analysis (ESTDA) to verify the presence of spatial cluster and temporal trends in the groundwater reserves of the PRB. Hot spots (spatial clusters of high values) were detected in the southeastern heads of the basin and cold spots (spatial clusters of low values) were found in the western portion of the basin, near the outlet. The time series trends detected in the dataset were not statistically significant. Although, two classes of hot spots were observed (persistent and intensifying) as well three classes of cold spots (persistent, diminishing, and sporadic). The information about where the large reserves are concentrated and how the storage changes over time increase the perception of water managers and decision makers about the potential of groundwater and the consequences of climate and human disturbances in the groundwater regime. Groundwater managements can benefit of spatial and temporal distribution of groundwater reserves to plan future exploitation, legislation, regulation and consequently increase the governance about this important natural resource.</div></div>\",\"PeriodicalId\":37879,\"journal\":{\"name\":\"Groundwater for Sustainable Development\",\"volume\":\"30 \",\"pages\":\"Article 101453\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-05-02\",\"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/S2352801X25000505\",\"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/S2352801X25000505","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
Spatial clusters and temporal trends of groundwater storage in the Paranapanema River Basin, Brazil
The Paranapanema River Basin (PRB) is a hydroelectrical and agricultural hub situated the southeast part of Brazil. From 2018 to 2022, a water crisis due precipitation much below the average in this hydrographic region boost a run for groundwater. It resulted in indiscriminate drilling of clandestine wells all over the basin without considering how the diminishing amounts of precipitation were affecting groundwater storage (GWS). This study used GWS satellite-based estimatives and exploratory spatial and temporal data analysis (ESTDA) to verify the presence of spatial cluster and temporal trends in the groundwater reserves of the PRB. Hot spots (spatial clusters of high values) were detected in the southeastern heads of the basin and cold spots (spatial clusters of low values) were found in the western portion of the basin, near the outlet. The time series trends detected in the dataset were not statistically significant. Although, two classes of hot spots were observed (persistent and intensifying) as well three classes of cold spots (persistent, diminishing, and sporadic). The information about where the large reserves are concentrated and how the storage changes over time increase the perception of water managers and decision makers about the potential of groundwater and the consequences of climate and human disturbances in the groundwater regime. Groundwater managements can benefit of spatial and temporal distribution of groundwater reserves to plan future exploitation, legislation, regulation and consequently increase the governance about this important natural resource.
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.