Enhancing water security through advanced modeling: integrating deep learning and a novel metaheuristic optimization algorithm for accurate pan evaporation …

B Zerouali, N Bailek, K Bouchouich… - AQUA—Water …, 2024 - iwaponline.com
This study evaluates and enhances machine learning models for predicting pan evaporation
under diverse climatic conditions. Five fundamental machine learning models were …

Exploring hydrological and meteorological drought trends in Northeast Algeria: implications for water resource management

S Berhail, OM Katipoğlu - Theoretical and Applied Climatology, 2024 - Springer
This study explores hydrological and meteorological drought in the Coastal Constantine
basin, the Cheffia and Mexa dams in northeast Algeria in particular, using a time series of …

Drought Monitoring Using Moderate Resolution Imaging Spectroradiometer-Derived NDVI Anomalies in Northern Algeria from 2011 to 2022

R Benhizia, K Phinzi, F Hateffard, H Aib, G Szabó - Environments, 2024 - mdpi.com
Drought has emerged as a major challenge to global food and water security, and is
particularly pronounced for Algeria, which frequently grapples with water shortages. This …

Evaluating satellite-based precipitation products for spatiotemporal drought analysis

HM Khan, MF Aslam, M Waseem, HKJ Abbasi… - Journal of Arid …, 2024 - Elsevier
A region's ecosystem, economics, and agriculture are severely harmed by drought. This
study investigates meteorological droughts and their assessment through drought indices …