Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Deep learning based modeling of groundwater storage change Subject The topic of the resource Forecasting; Keras; LSTM; Modeling; Tensorflow; Time series Description An account of the resource The understanding of water resource changes and a proper projection of their future availability are necessary elements of sustainable water planning. Monitoring GWS change and future water resource availability are crucial, especially under changing climatic conditions. Traditional methods for in situ groundwater well measurement are a significant challenge due to data unavailability. The present investigation utilized the Long Short Term Memory (LSTM) networks to monitor and forecast Terrestrial Water Storage Change (TWSC) and Ground Water Storage Change (GWSC) based on Gravity Recovery and Climate Experiment (GRACE) datasets from 20032025 for five basins of Saudi Arabia. An attempt has been made to assess the effects of rainfall, water used, and net budget modeling of groundwater. Analysis of GRACE-derived TWSC and GWSC estimates indicates that all five basins show depletion of water from 20032020 with a rate ranging from -5.88 1.2 mm/year to -14.12 1.2 mm/year and -3.5 1.5 to -10.7 1.5, respectively. Forecasting based on the developed LSTM model indicates that the investigated basins are likely to experience serious water depletion at rates ranging from -7.78 1.2 to -15.6 1.2 for TWSC and -4.97 1.5 to -12.21 1.5 for GWSC from 20202025. An interesting observation was a minor increase in rainfall during the study period for three basins. 2022 Tech Science Press. All rights reserved. Creator An entity primarily responsible for making the resource Haq M.A.; Jilani A.K.; Prabu P. Source A related resource from which the described resource is derived Computers, Materials and Continua, Vol-70, No. 3, pp. 4599-4617. Publisher An entity responsible for making the resource available Tech Science Press Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.32604/cmc.2022.020495" target="_blank" rel="noreferrer noopener">https://doi.org/10.32604/cmc.2022.020495</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116999970&amp;doi=10.32604%2Fcmc.2022.020495&amp;partnerID=40&amp;md5=da28107901edec508b2a673c3e80cb32" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116999970&amp;doi=10.32604%2fcmc.2022.020495&amp;partnerID=40&amp;md5=da28107901edec508b2a673c3e80cb32</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 15462218 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Haq M.A., College of Computer and Information Sciences, Majmaah University, Almajmaah, 11952, Saudi Arabia; Jilani A.K., College of Computer and Information Sciences, Majmaah University, Almajmaah, 11952, Saudi Arabia; Prabu P., CHRIST (Deemed to be University), Bangalore, India