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Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts
A critical understanding of the water crisis of Lake Urmia is the driver in this paper for a basin-wide investigation of its Meteorological (Met) droughts and Groundwater (GW) droughts. The challenge is to formulate a data-driven modelling strategy capable of discerning anthropogenic impacts and res...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117685/ https://www.ncbi.nlm.nih.gov/pubmed/35585219 http://dx.doi.org/10.1038/s41598-022-11768-7 |
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author | Sadeghfam, Sina Mirahmadi, Rasa Khatibi, Rahman Mirabbasi, Rasoul Nadiri, Ata Allah |
author_facet | Sadeghfam, Sina Mirahmadi, Rasa Khatibi, Rahman Mirabbasi, Rasoul Nadiri, Ata Allah |
author_sort | Sadeghfam, Sina |
collection | PubMed |
description | A critical understanding of the water crisis of Lake Urmia is the driver in this paper for a basin-wide investigation of its Meteorological (Met) droughts and Groundwater (GW) droughts. The challenge is to formulate a data-driven modelling strategy capable of discerning anthropogenic impacts and resilience patterns through using 21-years of monthly data records. The strategy includes: (i) transforming recorded timeseries into Met/GW indices; (ii) extracting their drought duration and severity; and (iii) deriving return periods of the maximum drought event through the copula method. The novelty of our strategy emerges from deriving return periods for Met and GW droughts and discerning anthropogenic impacts on GW droughts. The results comprise return periods for Met/GW droughts and their basin-wide spatial distributions, which are delineated into four zones. The information content of the results is statistically significant; and our interpretations hint at the basin resilience is already undermined, as evidenced by (i) subsidence problems and (ii) altering aquifers' interconnectivity with watercourses. These underpin the need for a planning system yet to emerge for mitigating impacts and rectifying their undue damages. The results discern that aquifer depletions stem from mismanagement but not from Met droughts. Already, migration from the basin area is detectable. |
format | Online Article Text |
id | pubmed-9117685 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91176852022-05-20 Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts Sadeghfam, Sina Mirahmadi, Rasa Khatibi, Rahman Mirabbasi, Rasoul Nadiri, Ata Allah Sci Rep Article A critical understanding of the water crisis of Lake Urmia is the driver in this paper for a basin-wide investigation of its Meteorological (Met) droughts and Groundwater (GW) droughts. The challenge is to formulate a data-driven modelling strategy capable of discerning anthropogenic impacts and resilience patterns through using 21-years of monthly data records. The strategy includes: (i) transforming recorded timeseries into Met/GW indices; (ii) extracting their drought duration and severity; and (iii) deriving return periods of the maximum drought event through the copula method. The novelty of our strategy emerges from deriving return periods for Met and GW droughts and discerning anthropogenic impacts on GW droughts. The results comprise return periods for Met/GW droughts and their basin-wide spatial distributions, which are delineated into four zones. The information content of the results is statistically significant; and our interpretations hint at the basin resilience is already undermined, as evidenced by (i) subsidence problems and (ii) altering aquifers' interconnectivity with watercourses. These underpin the need for a planning system yet to emerge for mitigating impacts and rectifying their undue damages. The results discern that aquifer depletions stem from mismanagement but not from Met droughts. Already, migration from the basin area is detectable. Nature Publishing Group UK 2022-05-18 /pmc/articles/PMC9117685/ /pubmed/35585219 http://dx.doi.org/10.1038/s41598-022-11768-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sadeghfam, Sina Mirahmadi, Rasa Khatibi, Rahman Mirabbasi, Rasoul Nadiri, Ata Allah Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
title | Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
title_full | Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
title_fullStr | Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
title_full_unstemmed | Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
title_short | Investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
title_sort | investigating meteorological/groundwater droughts by copula to study anthropogenic impacts |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9117685/ https://www.ncbi.nlm.nih.gov/pubmed/35585219 http://dx.doi.org/10.1038/s41598-022-11768-7 |
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