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Satellite observation of atmospheric CO(2) and water storage change over Iran
Like many other Middle East countries, Iran has been suffering from severe water shortages over the last two decades, as evidenced by significant decline in surface water and groundwater levels. The observed changes in water storage can be attributed to the mutually reinforcing effects of human acti...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944277/ https://www.ncbi.nlm.nih.gov/pubmed/36810344 http://dx.doi.org/10.1038/s41598-023-28961-x |
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author | Safaeian, Samaneh Falahatkar, Samereh Tourian, Mohammad J. |
author_facet | Safaeian, Samaneh Falahatkar, Samereh Tourian, Mohammad J. |
author_sort | Safaeian, Samaneh |
collection | PubMed |
description | Like many other Middle East countries, Iran has been suffering from severe water shortages over the last two decades, as evidenced by significant decline in surface water and groundwater levels. The observed changes in water storage can be attributed to the mutually reinforcing effects of human activities, climatic variability, and of course the climate change. The objective of this study is to analyze the dependency of atmospheric CO(2) increase on the water shortage of Iran, for which we investigate the spatial relationship between water storage change and CO(2) concentration using large scale satellite data. We conduct our analysis using water storage change data from GRACE satellite and atmospheric CO(2) concentration from GOSAT and SCIAMACHY satellites during 2002–2015. To analyze the long-term behavior of time series we benefit from Mann-Kendal test and for the investigation of the relationship between atmospheric CO(2) concentration and total water storage we use Canonical Correlation Analysis (CCA) and Regression model. Our Results show that the water storage change anomaly and CO(2) concentration are negatively correlated especially in northern, western, southwest (Khuzestan province), and also southeast (Kerman, Hormozgan, Sistan, and Baluchestan provinces) of Iran. CCA results reveal that in the most of northern regions, the decrease in water storage is significantly influenced by the increase of CO(2) concentration. The results further show that precipitation in the highland and peaks does not seem to be influenced by the long and short-term variation in CO(2) concentration. Besides, our results show that the CO(2) concentration is slightly correlated with a weak positive trend in evapotranspiration over agricultural areas. Thus, the indirect effect of CO(2) on increasing evapotranspiration is observed spatially in the whole of Iran. The results of the regression model between total water storage change and carbon dioxide (R(2) = 0.91)/water discharge/water consumption show that carbon dioxide has the highest effect on total water storage change at large scale. The results of this study will contribute to both water resource management and mitigation plans to achieve the goal of CO(2) emission reduction. |
format | Online Article Text |
id | pubmed-9944277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99442772023-02-23 Satellite observation of atmospheric CO(2) and water storage change over Iran Safaeian, Samaneh Falahatkar, Samereh Tourian, Mohammad J. Sci Rep Article Like many other Middle East countries, Iran has been suffering from severe water shortages over the last two decades, as evidenced by significant decline in surface water and groundwater levels. The observed changes in water storage can be attributed to the mutually reinforcing effects of human activities, climatic variability, and of course the climate change. The objective of this study is to analyze the dependency of atmospheric CO(2) increase on the water shortage of Iran, for which we investigate the spatial relationship between water storage change and CO(2) concentration using large scale satellite data. We conduct our analysis using water storage change data from GRACE satellite and atmospheric CO(2) concentration from GOSAT and SCIAMACHY satellites during 2002–2015. To analyze the long-term behavior of time series we benefit from Mann-Kendal test and for the investigation of the relationship between atmospheric CO(2) concentration and total water storage we use Canonical Correlation Analysis (CCA) and Regression model. Our Results show that the water storage change anomaly and CO(2) concentration are negatively correlated especially in northern, western, southwest (Khuzestan province), and also southeast (Kerman, Hormozgan, Sistan, and Baluchestan provinces) of Iran. CCA results reveal that in the most of northern regions, the decrease in water storage is significantly influenced by the increase of CO(2) concentration. The results further show that precipitation in the highland and peaks does not seem to be influenced by the long and short-term variation in CO(2) concentration. Besides, our results show that the CO(2) concentration is slightly correlated with a weak positive trend in evapotranspiration over agricultural areas. Thus, the indirect effect of CO(2) on increasing evapotranspiration is observed spatially in the whole of Iran. The results of the regression model between total water storage change and carbon dioxide (R(2) = 0.91)/water discharge/water consumption show that carbon dioxide has the highest effect on total water storage change at large scale. The results of this study will contribute to both water resource management and mitigation plans to achieve the goal of CO(2) emission reduction. Nature Publishing Group UK 2023-02-21 /pmc/articles/PMC9944277/ /pubmed/36810344 http://dx.doi.org/10.1038/s41598-023-28961-x Text en © The Author(s) 2023 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 Safaeian, Samaneh Falahatkar, Samereh Tourian, Mohammad J. Satellite observation of atmospheric CO(2) and water storage change over Iran |
title | Satellite observation of atmospheric CO(2) and water storage change over Iran |
title_full | Satellite observation of atmospheric CO(2) and water storage change over Iran |
title_fullStr | Satellite observation of atmospheric CO(2) and water storage change over Iran |
title_full_unstemmed | Satellite observation of atmospheric CO(2) and water storage change over Iran |
title_short | Satellite observation of atmospheric CO(2) and water storage change over Iran |
title_sort | satellite observation of atmospheric co(2) and water storage change over iran |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944277/ https://www.ncbi.nlm.nih.gov/pubmed/36810344 http://dx.doi.org/10.1038/s41598-023-28961-x |
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