Spatial Prediction of Groundwater Withdrawal Potential Using Shallow, Hybrid, and Deep Learning Algorithms in the Toudgha Oasis, Southeast Morocco
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Giacomo Medici & Jeff B. Langman, 2022. "Pathways and Estimate of Aquifer Recharge in a Flood Basalt Terrain; A Review from the South Fork Palouse River Basin (Columbia River Plateau, USA)," Sustainability, MDPI, vol. 14(18), pages 1-15, September.
- Hiroki Amano & Yoichiro Iwasaki, 2020. "Land Cover Classification by Integrating NDVI Time Series and GIS Data to Evaluate Water Circulation in Aso Caldera, Japan," IJERPH, MDPI, vol. 17(18), pages 1-18, September.
- Sunmin Lee & Yunjung Hyun & Moung-Jin Lee, 2019. "Groundwater Potential Mapping Using Data Mining Models of Big Data Analysis in Goyang-si, South Korea," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Nagehan İlhan & Ayşegül Demir Yetiş & Mehmet İrfan Yeşilnacar & Ayşe Dilek Sınanmış Atasoy, 2022. "Predictive modelling and seasonal analysis of water quality indicators: three different basins of Şanlıurfa, Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3258-3292, March.
- Boxin Wang & Bin Wang & Xiaobing Zhao & Jiao Li & Dasheng Zhang, 2023. "Study and Evaluation of Dynamic Carrying Capacity of Groundwater Resources in Hebei Province from 2010 to 2017," Sustainability, MDPI, vol. 15(5), pages 1-15, March.
- Heba Mohamed Hani & Mohamed M. Nour El Din & Abdelkawi Khalifa & Ezzat Elalfy, 2023. "Sensitivity Analysis for Multi-Criteria Decision Analysis Framework for Site Selection of Aquifer Recharge with Reclaimed Water," Sustainability, MDPI, vol. 15(6), pages 1-21, March.
- Rakhwe Kama & Yuan Liu & Jibin Song & Abdoul Kader Mounkaila Hamani & Shouqiang Zhao & Siyi Li & Sekouna Diatta & Fengxia Yang & Zhongyang Li, 2023. "Treated Livestock Wastewater Irrigation Is Safe for Maize ( Zea mays ) and Soybean ( Glycine max ) Intercropping System Considering Heavy Metals Migration in Soil–Plant System," IJERPH, MDPI, vol. 20(4), pages 1-16, February.
- Maria Triassi & Pellegrino Cerino & Paolo Montuori & Antonio Pizzolante & Ugo Trama & Federico Nicodemo & Jacopo Luigi D’Auria & Sabato De Vita & Elvira De Rosa & Antonio Limone, 2023. "Heavy Metals in Groundwater of Southern Italy: Occurrence and Potential Adverse Effects on the Environment and Human Health," IJERPH, MDPI, vol. 20(3), pages 1-17, January.
- Hyung-Sup Jung & Saro Lee & Biswajeet Pradhan, 2020. "Sustainable Applications of Remote Sensing and Geospatial Information Systems to Earth Observations," Sustainability, MDPI, vol. 12(6), pages 1-6, March.
- Aliasghar Azma & Esmaeil Narreie & Abouzar Shojaaddini & Nima Kianfar & Ramin Kiyanfar & Seyed Mehdi Seyed Alizadeh & Afshin Davarpanah, 2021. "Statistical Modeling for Spatial Groundwater Potential Map Based on GIS Technique," Sustainability, MDPI, vol. 13(7), pages 1-18, March.
- Yassine El Yousfi & Mahjoub Himi & Mourad Aqnouy & Said Benyoussef & Hicham Gueddari & Imane Lamine & Hossain El Ouarghi & Amar Alali & Hanane Ait Hmeid & Mohamed Chahban & Abdennabi Alitane & Abdalla, 2023. "Pollution Vulnerability of the Ghiss Nekkor Alluvial Aquifer in Al-Hoceima (Morocco), Using GIS-Based DRASTIC Model," IJERPH, MDPI, vol. 20(6), pages 1-17, March.
- Giacomo Medici & Valeria Lorenzi & Chiara Sbarbati & Mauro Manetta & Marco Petitta, 2023. "Structural Classification, Discharge Statistics, and Recession Analysis from the Springs of the Gran Sasso (Italy) Carbonate Aquifer; Comparison with Selected Analogues Worldwide," Sustainability, MDPI, vol. 15(13), pages 1-20, June.
- Abdur Rashid & Muhammad Ayub & Zahid Ullah & Asmat Ali & Tariq Sardar & Javed Iqbal & Xubo Gao & Jochen Bundschuh & Chengcheng Li & Seema Anjum Khattak & Liaqat Ali & Hamed A. El-Serehy & Prashant Kau, 2023. "Groundwater Quality, Health Risk Assessment, and Source Distribution of Heavy Metals Contamination around Chromite Mines: Application of GIS, Sustainable Groundwater Management, Geostatistics, PCAMLR,," IJERPH, MDPI, vol. 20(3), pages 1-32, January.
- Atul Kumar & Malay Pramanik & Shairy Chaudhary & Mahabir Singh Negi & Sylvia Szabo, 2023. "Geospatial multi-criteria evaluation to identify groundwater potential in a Himalayan District, Rudraprayag, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1519-1560, February.
More about this item
Keywords
groundwater potential; spatial prediction; machine learning; performance; water supply; oasis;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:5:p:3874-:d:1075321. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.