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The present study examines the influence of precipitation intensity, and drought patterns on groundwater levels within the Ghis-Nekor aquifer, which is located in an arid and semi-arid region of Morocco. Besides, by using satellite-derived datasets and the innovative trend analysis (ITA) method, the research analyzed the trends in groundwater storage (GWS), which offers a more robust approach to detect long-term changes compared to traditional methods, such as the Mann-Kendall test. The study used the gravity recovery and climate experiment (GRACE), gridded data to estimate groundwater fluctuations, the assess the time-series trends in equivalent water thickness (EWT), and soil moisture. The obtained results indicate a significant decline in groundwater levels, with 40% of monitoring sites, which showed a substantial downward trend, and 60% experiencing even more pronounced decreases. Furthermore, the maximum estimated groundwater storage loss is 2.4 cm/year-1. These findings underline the detrimental effects of overexploitation and inefficient irrigation practices, which contribute to ecological degradation, including increased salinity, and groundwater pollution. Although the reliance of the study on satellite data offers valuable insights, it may overlook localized variations, and the GRACE data may be less accurate in the areas with complex geological features. Despite these limitations, the research provides practical value by informing water management strategies aimed to mitigate groundwater depletion. Consequently, the novelty of this study lies in the use of the ITA technique to correlate and improve trend detection accuracy, which offer a more comprehensive understanding of groundwater changes, and support a sustainable water management practice in vulnerable areas like Ghis Nekor basin.
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Tom
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323--341
Opis fizyczny
Bibliogr. 24 poz., rys., tab.
Twórcy
autor
- Environmental Management and Civil Engineering Team, Applied Sciences Laboratory, National School of Applied Sciences, Abdelmalek Essaadi University, Al Hoceima, 32002, Morocco
autor
- Higher Institutes of Nursing and Health Technology Professions, Demography and Environment, Beni Mellal, Morocco
autor
- Environmental Management and Civil Engineering Team, Applied Sciences Laboratory, National School of Applied Sciences, Abdelmalek Essaadi University, Al Hoceima, 32002, Morocco
autor
- Applied Geosciences Laboratory, Faculty of Sciences, University Mohammed Premier, Oujda 60000, Morocco
autor
- Sidi Mohamed Ben Abdellah University, Faculty of Polydisciplinary, Laboratory of Space, History, Dynamic and Development; Physical geography; 35000 Taza, Morocco
autor
- Laboratory Dynamic of Landscape, Risk and Heritage, Sultan Moulay Slimane University, Béni Mellal, Morocco
autor
- Higher Institutes of Nursing and Health Technology Professions, Demography and Environment, Beni Mellal, Morocco
autor
- Environmental Management and Civil Engineering Team, Applied Sciences Laboratory, National School of Applied Sciences, Abdelmalek Essaadi University, Al Hoceima, 32002, Morocco
autor
- Sidi Mohamed Ben Abdellah University, Faculty of Sciences Dhar El Mahraz, Laboratory of Biotechnology Conservation and Valorization of Natural Resources, 30000 Fez, Morocco
Bibliografia
- 1. Alifujiang, Y., Abuduwaili, J., & Abliz, A. 2023. Precipitation trend identification with a modified innovative trend analysis technique over Lake Issyk-Kul, Kyrgyzstan. Journal of Water and Climate Change, 14(6), 1798-1815. https://doi.org/10.2166/wcc.2023.413.
- 2. Amraoui, M., Bouabidi, L., El Amrani, M., Ouakhir, H., Dudic, B., Lukić, T., & Spalevic, V. 2024. Land use dynamics and soil conservation strategies in the El Kssiba Region, Atlas Mountains of Morocco. Agriculture and Forestry, 70(3), 7-27. https://doi.org/10.17707/AgricultForest.70.3.01
- 3. Amraoui, M., Mijanovic, D., El Amrani, M., Kader, S. and Ouakhir, H. 2023. Agriculture and economic development of the Ait Werra tribe during the French colonialism period and its local characteristics (1912- 1956) within the middle atlas region of Morocco. Agriculture and Forestry, 69 (4): 91-112. doi:10.17707/AgricultForest.69.4.07
- 4. Chakir, M., Ghadbane, O., Ouakhir, H., Ghachi, M.E. 2024. Flow Duration Curve a Tool for Assessing the Intensity and Seasonal Patterns of Low-Flow Periods: Case Study of Tassaout River Basin Within the Upstream of Moulay Youssef Dam (1978–2016) (Morocco). In: Azrour, M., Mabrouki, J., Guezzaz, A. (eds) Sustainable and Green Technologies for Water and Environmental Management. World Sustainability Series. Springer, Cham. https://doi.org/10.1007/978-3-031-52419-6_11
- 5. Chakir, M., Ghadbane, O., Ouakhir, H., & El Ghachi, M. 2023. Extraction et analyse des phases de tarissement: application dans le bassin versant de l’oued Tassaout (amont du Barrage Moulay Youssef), Haut Atlas Central, Maroc (1978-2016). Afrique SCIENCE, 22(2), 129-141. X, http://www.afriquescience.net
- 6. Chen, H., Zhang, W., Nie, N., & Guo, Y. 2019. Long-term groundwater storage variations estimated in the Songhua River Basin by using GRACE products, land surface models, and in-situ observations. Science of the total environment, 649, 372-387. https://doi.org/10.1016/j.scitotenv.2018.08.352.
- 7. Chen, J., Cazenave, A., Dahle, C., Llovel, W., Panet, I., Pfeffer, J., & Moreira, L. 2022. Applications and challenges of GRACE and GRACE follow-on satellite gravimetry. Surveys in Geophysics, 43(1), 305-345. https://link.springer.com/article/10.1007/ s10712-021-09685-x
- 8. Cheng, Y., Arapin, A., Zhang, Z., Zhang, Q., Li, H., Feamster, N., & Jiang, J. 2022. Grace: Loss-resilient real-time video communication using data-scalable autoencoder. arXiv preprint arXiv:2210.16639. https://doi.org/10.48550/arXiv.2210.16639
- 9. Drouiche, A., Nezzal, F., & Djema, M. 2019. Interannual variability of precipitation in the Mitidja plain in northern Algeria. DOI: 10.7202/1065205ar
- 10. Ennaji N, Ouakhir H, Halouan S, Abahrour M. 2022. Assessment of soil erosion rate using the EPM model: case of Ouaoumana Assessment of soil erosion rate using the EPM model : case of Ouaoumana basin , Middle Atlas , Morocco . DOI 10.1088/1755- 1315/1090/1/012004 .
- 11. Ennaji, N., Ouakhir, H., Abahrour, M., Spalevic, V., & Dudic, B. 2024. Impact of watershed management practices on vegetation, land use changes, and soil erosion in River Basins of the Atlas, Morocco. Notulae Botanicae Horti Agrobotanici Cluj-Napoca, 52(1), 1–12. https://doi.org/10.15835/nbha52113567 .
- 12. Güçlü, Y. S. 2018. Multiple Şen-innovative trend analyses and partial Mann-Kendall test. Journal of Hydrology, 566, 685-704. https://doi.org/10.1016/j. jhydrol.2018.09.034.
- 13. Hamdi., M. 2023a. Response of an aquifer system to climate change and anthropogenic stress: contribution of numerical modeling and satellite gravimetry. Thesis defend at University of Sherbrooke Faculty of Letters and Human Sciences,Department of Applied Geomatics. DOI: 10.13140/RG.2.2.25391.51361
- 14. Hamdi., M. 2023b. Response of an aquifer system to climate change and anthropogenic stress: contribution of numerical modeling and satellite gravimetry. Thesis defend at University of Sherbrooke Faculty of Letters and Human Sciences,Department of Applied Geomatics. DOI: 10.13140/RG.2.2.25391.51361.
- 15. Kendall, M. G. 1948. Rank correlation methods. https://psycnet.apa.org/record/1948-15040-000.
- 16. Klemme, H. D. 1958. Regional geology of circum-Mediterranean region. AAPG Bulletin, 42(3), 477-512. https://archives.datapages.com/data/bulletns/195760/data/pg/0042/0003/0450/0477.htm.
- 17. Mann, H. B. 1945. Nonparametric tests against trend. Econometrica: Journal of the econometric society, 245-259. https://doi.org/10.2307/1907187 .
- 18. Meng, C., Zhang, H., Wang, Y., Wang, Y., Li, J., & Li, M. 2019. Contribution analysis of the spatial-temporal changes in streamflow in a typical elevation transitional watershed of southwest china over the past six decades. Forests, 10(6), 495. https://www.mdpi.com/1999-4907/10/6/495
- 19. Nouayti, N., Cherif, E. K., Algarra, M., Pola, M. L., Fernández, S., Nouayti, A., ... & Rodero, A. 2022. Determination of physicochemical water quality of the ghis-nekor aquifer (Al Hoceima, Morocco) using hydrochemistry, multiple isotopic tracers, and the geographical information system (GIS). Water, 14(4), 606. https://doi.org/10.3390/w14040606
- 20. Ouakhir, H., & El Ghachi, M. 2023. Temporal Dynamic of Soil Erosion and Rainfall Erosivity Within Srou River Basin (Middle Atlas / Morocco). American Journal of Mechanics and Applications, 11(1), 1–5. https://doi.org/10.11648/j.ajma.20231101.11
- 21. Ouakhir, H., Ennaji, N., Spalevic, V., Gomih, M., Ghadbane, O., Chakir, M., & El Ghachi, M. 2023. Changes in river bank morphology in a small meander of El Abid River, Atlas Mountains, Morocco. Poljoprivreda i Sumarstvo, 69(3), 199-209. DOI: 10.17707/AgricultForest.69.3.14
- 22. Pascal, C. 2022. Cartographie multi-échelle des ressources en eau sur les régions irriguées : une approche par télédétection multi-capteurs. (Doctoral dissertation, Université Paul Sabatier-Toulouse III). https://theses.hal.science/tel-04139330.
- 23. Salhi, A., Martin-Vide, J., Benhamrouche, A., Benabdelouahab, S., Himi, M., Benabdelouahab, T., & Casas Ponsati, A. 2019. Rainfall distribution and trends of the daily precipitation concentration index in northern Morocco: a need for an adaptive environmental policy. SN Applied Sciences, 1(3), 277. https://link.springer.com/article/10.1007/s42452- 019-0290-1 .
- 24. Zheng, Y., Yang, M., & Liu, H. 2024. Coastal groundwater dynamics with a focus on wave effects. Earth- Science Reviews, 104869. https://www.sciencedirect.com/science/article/pii/S001282522400196X
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-d4ceab5e-de48-4a12-a8cb-6fd6137b0d3a
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