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Assessment and prediction of meteorological drought using machine learning algorithms and climate data 期刊论文
发表期刊: CLIMATE RISK MANAGEMENT. 出版年: 2024, 卷号: 45
作者:  En-Nagre, Khalid;  Aqnouy, Mourad;  Ouarka, Ayoub;  Naqvi, Syed Ali Asad;  Bouizrou, Ismail;  El Messari, Jamal Eddine Stitou;  Tariq, Aqil;  Soufan, Walid;  Li, Wenzhao;  El-Askary, Hesham
收藏  |  浏览/下载：15/0  |  提交时间：2024/10/04
Drought  Machine learning  Upper Draa  Random Forest  SPEI  
Streamflow Simulation in Semiarid Data-Scarce Regions: A Comparative Study of Distributed and Lumped Models at Aguenza Watershed (Morocco) 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 8
作者:  Bouadila, Abdelmounim;  Bouizrou, Ismail;  Aqnouy, Mourad;  En-nagre, Khalid;  El Yousfi, Yassine;  Khafouri, Azzeddine;  Hilal, Ismail;  Abdelrahman, Kamal;  Benaabidate, Lahcen;  Abu-Alam, Tamer;  Stitou El Messari, Jamal Eddine;  Abioui, Mohamed
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
semi-arid region  Aguenza watershed  distributed model ATHYS  lumped model GR4J  continuous and event-based modeling  
Spatio-temporal analysis of trends and variability in precipitation across Morocco: Comparative analysis of recent and old non-parametric methods 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2022, 卷号: 196
作者:  Bouizrou, Ismail;  Aqnouy, Mourad;  Bouadila, Abdelmounim
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Statistical trend method  Graphical method  Monotonic and non -Monotonic trend  Precipitation variability  Morocco  
Sustainability of Morocco's groundwater resources in response to natural and anthropogenic forces 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 603
作者:  Ahmed, Mohamed;  Aqnouy, Mourad;  El Messari, Jamal Stitou
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Groundwater Sustainability  GRACE-FO  IMERG  Remote Sensing  Morocco  
Implementation of Distributed Hydrological Modeling in a Semi-Arid Mediterranean Catchment Azzaba, Morocco 期刊论文
发表期刊: JOURNAL OF ECOLOGICAL ENGINEERING. 出版年: 2019, 卷号: 20, 期号: 6, 页码: 236-254
作者:  Abdelmounim, Bouadila;  Benaabidate, Lahcen;  Bouizrou, Ismail;  Aqnouy, Mourad
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/08
semi-arid mediterranean context  flood forecasting  continuous modeling  event-based modeling  ATHYS platform  distributed SCS-LR model