Multi-phase hybrid bidirectional deep learning model integrated with Markov chain Monte Carlo bivariate copulas function for streamflow prediction - Iqbal, Asif; Siddiqi, Tanveer Ahmed (Stochastic environmental research and risk assessment, 2024)
Keywords: Algorithms; Ant colony optimization; Aquatic Pollution; Bivariate analysis; Catchments; Chemistry and Earth Sciences; Complex systems; Computational Intelligence; Computer Science; Deep learning; Earth and Environmental Science; Earth Sciences; Environment; Hybridization; Long short-term memory; Markov analysis; Markov chains; Math. Appl. in Environmental Science; Multiphase; Original Paper; Physics; Predictions; Probability Theory and Stochastic Processes; Statistical analysis; Statistics for Engineering; Stream discharge; Stream flow; System effectiveness; Waste Water Technology; Water Management; Water Pollution Control; Streamflow prediction; MCMC simulation; BiLSTM–BiGRU; ACO; Bivariate copulas