Loading…
Assessing Groundwater Sustainability in the Arabian Peninsula and Its Impact on Gravity Fields through Gravity Recovery and Climate Experiment Measurements
This study addresses the imperative to comprehend gravity shifts resulting from groundwater storage (GWS) variations in the Arabian Peninsula. Despite the critical importance of water resource sustainability and its relationship with gravity, limited research emphasizes the need for expanded explora...
Saved in:
Published in: | Remote sensing (Basel, Switzerland) Switzerland), 2024-04, Vol.16 (8), p.1381 |
---|---|
Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273 |
---|---|
cites | cdi_FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273 |
container_end_page | |
container_issue | 8 |
container_start_page | 1381 |
container_title | Remote sensing (Basel, Switzerland) |
container_volume | 16 |
creator | Mohasseb, Hussein A. Shen, Wenbin Abd-Elmotaal, Hussein A. Jiao, Jiashuang |
description | This study addresses the imperative to comprehend gravity shifts resulting from groundwater storage (GWS) variations in the Arabian Peninsula. Despite the critical importance of water resource sustainability and its relationship with gravity, limited research emphasizes the need for expanded exploration. The investigation explores the impact of GWS extraction on the gravity field, utilizing Gravity Recovery and Climate Experiment (GRACE) and Global Land Data Assimilation System (GLDAS) data in addition to validation using the WaterGAP Global Hydrology Model (WGHM). Spanning April 2002 to June 2023, this study predicts GWS trends over the next decade using the Seasonal Autoregressive Integrated Moving Average (SARIMA) model. The comprehensive time-series analysis reveals a significant GRACE-derived groundwater storage (GWS) trend of approximately −4.90 ± 0.32 mm/year during the study period. This trend has a notable impact on the gravity anomaly (GA) values, as observed through the decomposition analysis. The projected GWS indicates a depletion rate of 14.51 km3/year over the next decade. The correlation between GWS and GA is substantial at 0.80, while the GA and rainfall correlation is negligible due to low precipitation rates. Employing multiple linear regression explains 80.61% of the variance in gravity anomaly due to GWS, precipitation, and evapotranspiration. This study investigates climate change factors—precipitation, temperature, and evapotranspiration—providing a holistic understanding of the forces shaping GWS variations. Precipitation and evapotranspiration exhibit nearly equal values, limiting GWS replenishment opportunities. This research holds significance in studying extensive GWS withdrawal in the Arabian Peninsula, particularly concerning crust mass stability. |
doi_str_mv | 10.3390/rs16081381 |
format | article |
fullrecord | <record><control><sourceid>gale_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_dffb2d02e921468a9fcc85bfe40c0b4f</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A793554178</galeid><doaj_id>oai_doaj_org_article_dffb2d02e921468a9fcc85bfe40c0b4f</doaj_id><sourcerecordid>A793554178</sourcerecordid><originalsourceid>FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273</originalsourceid><addsrcrecordid>eNpdkstqWzEQhg-lhQY3mz6BoJtScKrbuWhpTJIaUhJ6WYuxNHJkjiVX0knqZ-nLVo5LWiotZviZ_5sZmKZ5y-iFEIp-TJl1dGBiYC-aM057Ppdc8Zf_5K-b85y3tD4hmKLyrPm1yBlz9mFDrlOcgn2Egol8nXIBH2DtR18OxAdS7pEsUhUgkDsMPuRpBALBklXJZLXbgykkhkqBh6PlyuNoc7VV6ub-Wf6CJj5gOjw5l6Pf1Xbk8ucek99hKOQzQp4SHvP8pnnlYMx4_ifOmu9Xl9-Wn-Y3t9er5eJmbqQQZc6AW9WqoZMdMObWvOMUlAElVQ09cuEcM7JTjLZGcS7bgfXMyo72ilrei1mzOnFthK3e10kgHXQEr5-EmDYaUvFmRG1d5VvKUXEmuwGUM2Zo1w4lNXQtXWW9P7H2Kf6YMBe989ngOELAOGUtWCs6xto6-ax591_pNk4p1E21oLKnAxWU1aqLU9UGan8fXCwJTP0Wd97EgM5XfdEr0baS9UM1fDgZTIo5J3TPGzGqj3ei_96J-A3JBLB4</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3047080301</pqid></control><display><type>article</type><title>Assessing Groundwater Sustainability in the Arabian Peninsula and Its Impact on Gravity Fields through Gravity Recovery and Climate Experiment Measurements</title><source>Publicly Available Content Database</source><creator>Mohasseb, Hussein A. ; Shen, Wenbin ; Abd-Elmotaal, Hussein A. ; Jiao, Jiashuang</creator><creatorcontrib>Mohasseb, Hussein A. ; Shen, Wenbin ; Abd-Elmotaal, Hussein A. ; Jiao, Jiashuang</creatorcontrib><description>This study addresses the imperative to comprehend gravity shifts resulting from groundwater storage (GWS) variations in the Arabian Peninsula. Despite the critical importance of water resource sustainability and its relationship with gravity, limited research emphasizes the need for expanded exploration. The investigation explores the impact of GWS extraction on the gravity field, utilizing Gravity Recovery and Climate Experiment (GRACE) and Global Land Data Assimilation System (GLDAS) data in addition to validation using the WaterGAP Global Hydrology Model (WGHM). Spanning April 2002 to June 2023, this study predicts GWS trends over the next decade using the Seasonal Autoregressive Integrated Moving Average (SARIMA) model. The comprehensive time-series analysis reveals a significant GRACE-derived groundwater storage (GWS) trend of approximately −4.90 ± 0.32 mm/year during the study period. This trend has a notable impact on the gravity anomaly (GA) values, as observed through the decomposition analysis. The projected GWS indicates a depletion rate of 14.51 km3/year over the next decade. The correlation between GWS and GA is substantial at 0.80, while the GA and rainfall correlation is negligible due to low precipitation rates. Employing multiple linear regression explains 80.61% of the variance in gravity anomaly due to GWS, precipitation, and evapotranspiration. This study investigates climate change factors—precipitation, temperature, and evapotranspiration—providing a holistic understanding of the forces shaping GWS variations. Precipitation and evapotranspiration exhibit nearly equal values, limiting GWS replenishment opportunities. This research holds significance in studying extensive GWS withdrawal in the Arabian Peninsula, particularly concerning crust mass stability.</description><identifier>ISSN: 2072-4292</identifier><identifier>EISSN: 2072-4292</identifier><identifier>DOI: 10.3390/rs16081381</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Agriculture ; Aquifers ; Arabian Peninsula ; Arid regions ; Bahrain ; Climate ; Climate change ; Data collection ; Economic aspects ; Economic development ; Environmental sustainability ; Evapotranspiration ; Freshwater resources ; Germany ; GRACE ; GRACE (experiment) ; Gravitational fields ; gravity ; Gravity anomalies ; gravity anomaly ; Groundwater ; Groundwater recharge ; Groundwater storage ; Hydrologic models ; Hydrology ; Integrated approach ; Kuwait ; Population growth ; Precipitation ; Precipitation variability ; rain ; Rain and rainfall ; Rainfall ; regression analysis ; SARIMA ; Saudi Arabia ; Surface water ; Sustainability ; temperature ; time series analysis ; Trends ; TWS ; United Arab Emirates ; variance ; Water resources ; Water shortages ; Water, Underground ; West Asia ; Yemen</subject><ispartof>Remote sensing (Basel, Switzerland), 2024-04, Vol.16 (8), p.1381</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273</citedby><cites>FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273</cites><orcidid>0000-0002-7915-0575 ; 0000-0002-9990-8857 ; 0000-0002-9267-5982</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3047080301/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3047080301?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,25732,27903,27904,36991,36992,44569,74873</link.rule.ids></links><search><creatorcontrib>Mohasseb, Hussein A.</creatorcontrib><creatorcontrib>Shen, Wenbin</creatorcontrib><creatorcontrib>Abd-Elmotaal, Hussein A.</creatorcontrib><creatorcontrib>Jiao, Jiashuang</creatorcontrib><title>Assessing Groundwater Sustainability in the Arabian Peninsula and Its Impact on Gravity Fields through Gravity Recovery and Climate Experiment Measurements</title><title>Remote sensing (Basel, Switzerland)</title><description>This study addresses the imperative to comprehend gravity shifts resulting from groundwater storage (GWS) variations in the Arabian Peninsula. Despite the critical importance of water resource sustainability and its relationship with gravity, limited research emphasizes the need for expanded exploration. The investigation explores the impact of GWS extraction on the gravity field, utilizing Gravity Recovery and Climate Experiment (GRACE) and Global Land Data Assimilation System (GLDAS) data in addition to validation using the WaterGAP Global Hydrology Model (WGHM). Spanning April 2002 to June 2023, this study predicts GWS trends over the next decade using the Seasonal Autoregressive Integrated Moving Average (SARIMA) model. The comprehensive time-series analysis reveals a significant GRACE-derived groundwater storage (GWS) trend of approximately −4.90 ± 0.32 mm/year during the study period. This trend has a notable impact on the gravity anomaly (GA) values, as observed through the decomposition analysis. The projected GWS indicates a depletion rate of 14.51 km3/year over the next decade. The correlation between GWS and GA is substantial at 0.80, while the GA and rainfall correlation is negligible due to low precipitation rates. Employing multiple linear regression explains 80.61% of the variance in gravity anomaly due to GWS, precipitation, and evapotranspiration. This study investigates climate change factors—precipitation, temperature, and evapotranspiration—providing a holistic understanding of the forces shaping GWS variations. Precipitation and evapotranspiration exhibit nearly equal values, limiting GWS replenishment opportunities. This research holds significance in studying extensive GWS withdrawal in the Arabian Peninsula, particularly concerning crust mass stability.</description><subject>Agriculture</subject><subject>Aquifers</subject><subject>Arabian Peninsula</subject><subject>Arid regions</subject><subject>Bahrain</subject><subject>Climate</subject><subject>Climate change</subject><subject>Data collection</subject><subject>Economic aspects</subject><subject>Economic development</subject><subject>Environmental sustainability</subject><subject>Evapotranspiration</subject><subject>Freshwater resources</subject><subject>Germany</subject><subject>GRACE</subject><subject>GRACE (experiment)</subject><subject>Gravitational fields</subject><subject>gravity</subject><subject>Gravity anomalies</subject><subject>gravity anomaly</subject><subject>Groundwater</subject><subject>Groundwater recharge</subject><subject>Groundwater storage</subject><subject>Hydrologic models</subject><subject>Hydrology</subject><subject>Integrated approach</subject><subject>Kuwait</subject><subject>Population growth</subject><subject>Precipitation</subject><subject>Precipitation variability</subject><subject>rain</subject><subject>Rain and rainfall</subject><subject>Rainfall</subject><subject>regression analysis</subject><subject>SARIMA</subject><subject>Saudi Arabia</subject><subject>Surface water</subject><subject>Sustainability</subject><subject>temperature</subject><subject>time series analysis</subject><subject>Trends</subject><subject>TWS</subject><subject>United Arab Emirates</subject><subject>variance</subject><subject>Water resources</subject><subject>Water shortages</subject><subject>Water, Underground</subject><subject>West Asia</subject><subject>Yemen</subject><issn>2072-4292</issn><issn>2072-4292</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkstqWzEQhg-lhQY3mz6BoJtScKrbuWhpTJIaUhJ6WYuxNHJkjiVX0knqZ-nLVo5LWiotZviZ_5sZmKZ5y-iFEIp-TJl1dGBiYC-aM057Ppdc8Zf_5K-b85y3tD4hmKLyrPm1yBlz9mFDrlOcgn2Egol8nXIBH2DtR18OxAdS7pEsUhUgkDsMPuRpBALBklXJZLXbgykkhkqBh6PlyuNoc7VV6ub-Wf6CJj5gOjw5l6Pf1Xbk8ucek99hKOQzQp4SHvP8pnnlYMx4_ifOmu9Xl9-Wn-Y3t9er5eJmbqQQZc6AW9WqoZMdMObWvOMUlAElVQ09cuEcM7JTjLZGcS7bgfXMyo72ilrei1mzOnFthK3e10kgHXQEr5-EmDYaUvFmRG1d5VvKUXEmuwGUM2Zo1w4lNXQtXWW9P7H2Kf6YMBe989ngOELAOGUtWCs6xto6-ax591_pNk4p1E21oLKnAxWU1aqLU9UGan8fXCwJTP0Wd97EgM5XfdEr0baS9UM1fDgZTIo5J3TPGzGqj3ei_96J-A3JBLB4</recordid><startdate>20240401</startdate><enddate>20240401</enddate><creator>Mohasseb, Hussein A.</creator><creator>Shen, Wenbin</creator><creator>Abd-Elmotaal, Hussein A.</creator><creator>Jiao, Jiashuang</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7QR</scope><scope>7SC</scope><scope>7SE</scope><scope>7SN</scope><scope>7SP</scope><scope>7SR</scope><scope>7TA</scope><scope>7TB</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L6V</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>M7S</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>7S9</scope><scope>L.6</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-7915-0575</orcidid><orcidid>https://orcid.org/0000-0002-9990-8857</orcidid><orcidid>https://orcid.org/0000-0002-9267-5982</orcidid></search><sort><creationdate>20240401</creationdate><title>Assessing Groundwater Sustainability in the Arabian Peninsula and Its Impact on Gravity Fields through Gravity Recovery and Climate Experiment Measurements</title><author>Mohasseb, Hussein A. ; Shen, Wenbin ; Abd-Elmotaal, Hussein A. ; Jiao, Jiashuang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agriculture</topic><topic>Aquifers</topic><topic>Arabian Peninsula</topic><topic>Arid regions</topic><topic>Bahrain</topic><topic>Climate</topic><topic>Climate change</topic><topic>Data collection</topic><topic>Economic aspects</topic><topic>Economic development</topic><topic>Environmental sustainability</topic><topic>Evapotranspiration</topic><topic>Freshwater resources</topic><topic>Germany</topic><topic>GRACE</topic><topic>GRACE (experiment)</topic><topic>Gravitational fields</topic><topic>gravity</topic><topic>Gravity anomalies</topic><topic>gravity anomaly</topic><topic>Groundwater</topic><topic>Groundwater recharge</topic><topic>Groundwater storage</topic><topic>Hydrologic models</topic><topic>Hydrology</topic><topic>Integrated approach</topic><topic>Kuwait</topic><topic>Population growth</topic><topic>Precipitation</topic><topic>Precipitation variability</topic><topic>rain</topic><topic>Rain and rainfall</topic><topic>Rainfall</topic><topic>regression analysis</topic><topic>SARIMA</topic><topic>Saudi Arabia</topic><topic>Surface water</topic><topic>Sustainability</topic><topic>temperature</topic><topic>time series analysis</topic><topic>Trends</topic><topic>TWS</topic><topic>United Arab Emirates</topic><topic>variance</topic><topic>Water resources</topic><topic>Water shortages</topic><topic>Water, Underground</topic><topic>West Asia</topic><topic>Yemen</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mohasseb, Hussein A.</creatorcontrib><creatorcontrib>Shen, Wenbin</creatorcontrib><creatorcontrib>Abd-Elmotaal, Hussein A.</creatorcontrib><creatorcontrib>Jiao, Jiashuang</creatorcontrib><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Ecology Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>ProQuest Engineering Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Engineering Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Remote sensing (Basel, Switzerland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mohasseb, Hussein A.</au><au>Shen, Wenbin</au><au>Abd-Elmotaal, Hussein A.</au><au>Jiao, Jiashuang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessing Groundwater Sustainability in the Arabian Peninsula and Its Impact on Gravity Fields through Gravity Recovery and Climate Experiment Measurements</atitle><jtitle>Remote sensing (Basel, Switzerland)</jtitle><date>2024-04-01</date><risdate>2024</risdate><volume>16</volume><issue>8</issue><spage>1381</spage><pages>1381-</pages><issn>2072-4292</issn><eissn>2072-4292</eissn><abstract>This study addresses the imperative to comprehend gravity shifts resulting from groundwater storage (GWS) variations in the Arabian Peninsula. Despite the critical importance of water resource sustainability and its relationship with gravity, limited research emphasizes the need for expanded exploration. The investigation explores the impact of GWS extraction on the gravity field, utilizing Gravity Recovery and Climate Experiment (GRACE) and Global Land Data Assimilation System (GLDAS) data in addition to validation using the WaterGAP Global Hydrology Model (WGHM). Spanning April 2002 to June 2023, this study predicts GWS trends over the next decade using the Seasonal Autoregressive Integrated Moving Average (SARIMA) model. The comprehensive time-series analysis reveals a significant GRACE-derived groundwater storage (GWS) trend of approximately −4.90 ± 0.32 mm/year during the study period. This trend has a notable impact on the gravity anomaly (GA) values, as observed through the decomposition analysis. The projected GWS indicates a depletion rate of 14.51 km3/year over the next decade. The correlation between GWS and GA is substantial at 0.80, while the GA and rainfall correlation is negligible due to low precipitation rates. Employing multiple linear regression explains 80.61% of the variance in gravity anomaly due to GWS, precipitation, and evapotranspiration. This study investigates climate change factors—precipitation, temperature, and evapotranspiration—providing a holistic understanding of the forces shaping GWS variations. Precipitation and evapotranspiration exhibit nearly equal values, limiting GWS replenishment opportunities. This research holds significance in studying extensive GWS withdrawal in the Arabian Peninsula, particularly concerning crust mass stability.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/rs16081381</doi><orcidid>https://orcid.org/0000-0002-7915-0575</orcidid><orcidid>https://orcid.org/0000-0002-9990-8857</orcidid><orcidid>https://orcid.org/0000-0002-9267-5982</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2072-4292 |
ispartof | Remote sensing (Basel, Switzerland), 2024-04, Vol.16 (8), p.1381 |
issn | 2072-4292 2072-4292 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_dffb2d02e921468a9fcc85bfe40c0b4f |
source | Publicly Available Content Database |
subjects | Agriculture Aquifers Arabian Peninsula Arid regions Bahrain Climate Climate change Data collection Economic aspects Economic development Environmental sustainability Evapotranspiration Freshwater resources Germany GRACE GRACE (experiment) Gravitational fields gravity Gravity anomalies gravity anomaly Groundwater Groundwater recharge Groundwater storage Hydrologic models Hydrology Integrated approach Kuwait Population growth Precipitation Precipitation variability rain Rain and rainfall Rainfall regression analysis SARIMA Saudi Arabia Surface water Sustainability temperature time series analysis Trends TWS United Arab Emirates variance Water resources Water shortages Water, Underground West Asia Yemen |
title | Assessing Groundwater Sustainability in the Arabian Peninsula and Its Impact on Gravity Fields through Gravity Recovery and Climate Experiment Measurements |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-22T12%3A43%3A49IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Assessing%20Groundwater%20Sustainability%20in%20the%20Arabian%20Peninsula%20and%20Its%20Impact%20on%20Gravity%20Fields%20through%20Gravity%20Recovery%20and%20Climate%20Experiment%20Measurements&rft.jtitle=Remote%20sensing%20(Basel,%20Switzerland)&rft.au=Mohasseb,%20Hussein%20A.&rft.date=2024-04-01&rft.volume=16&rft.issue=8&rft.spage=1381&rft.pages=1381-&rft.issn=2072-4292&rft.eissn=2072-4292&rft_id=info:doi/10.3390/rs16081381&rft_dat=%3Cgale_doaj_%3EA793554178%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c433t-1a2d9598646a11fb2620a9ca949a9c7e23ff1c469105c922458171d460790d273%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3047080301&rft_id=info:pmid/&rft_galeid=A793554178&rfr_iscdi=true |