Deep learning models for drought susceptibility mapping in Southeast Queensland, Australia - Rezaie, Fatemeh; Panahi, Mahdi; Jun, Changhyun; Dayal, Kavina; Kim, Dongkyun; Darabi, Hamid; Kalantari, Zahra; Seifollahi-Aghmiuni, Samaneh; Deo, Ravinesh C.; Bateni, Sayed M. (Stochastic environmental research and risk assessment, 2025)
Keywords: Agricultural drought; Agricultural production; Algorithms; Annual precipitation; Aquatic Pollution; Artificial neural networks; Availability; Chemistry and Earth Sciences; Clay; Climate change; Computational Intelligence; Computer Science; Convolutional neural network; Deep learning; Drought; Earth and Environmental Science; Earth Sciences; Environment; Environmental impact; Food security; Long short-term memory; Machine learning; Math. Appl. in Environmental Science; Neural networks; Original Paper; Physics; Precipitation; Probability Theory and Stochastic Processes; Rain; Root-mean-square errors; Runoff; Sensitivity analysis; Socioeconomics; Soil depth; Soil moisture; Statistics for Engineering; Stream flow; Topography; Variables; Vegetation; Waste Water Technology; Water availability; Water Management; Water Pollution Control; Water shortages; Weather hazards; Queensland Australia; Australia; Deep learning; Drought; Soil moisture; Food security; Convolutional neural network