A Novel Stacked Long Short-Term Memory Approach of Deep Learning for Streamflow Simulation

Post-processing of the North American multi-model ensemble for monthly forecast of precipitation based on neural network models

(2020) Morteza Pakdaman et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Analyzing Uncertainty Drivers of Climate Change Impact Studies in Tropical and Arid Climates

(2020) Hadi Galavi et al.   WATER RESOURCES MANAGEMENT

Coupling the maximum overlap discrete wavelet transform and long short-term memory networks for irrigation flow forecasting

(2019) Soukayna Mouatadid et al.   AGRICULTURAL WATER MANAGEMENT

Application of Long Short-Term Memory (LSTM) Neural Network for Flood Forecasting

(2019) Le et al.   Water

Streamflow and rainfall forecasting by two long short-term memory-based models

(2019) Lingling Ni et al.   JOURNAL OF HYDROLOGY

High-resolution modelling of the grass swale response to runoff inflows with Mike SHE

(2018) Hendrik Rujner et al.   JOURNAL OF HYDROLOGY

Artificial intelligence and geo-statistical models for stream-flow forecasting in ungauged stations: state of the art

(2017) Nariman Valizadeh et al.   NATURAL HAZARDS

Precipitation trend analysis using discrete wavelet transform at the Langat River Basin, Selangor, Malaysia

(2016) Narges Palizdan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Dynamic TOPMODEL: A new implementation in R and its sensitivity to time and space steps

(2015) Peter Metcalfe et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Uncertainty analysis for extreme flood events in a semi-arid region

(2015) Majid Mirzaei et al.   NATURAL HAZARDS

Monthly streamflow forecasting using Gaussian Process Regression

(2014) Alexander Y. Sun et al.   JOURNAL OF HYDROLOGY

Accuracy Enhancement for Forecasting Water Levels of Reservoirs and River Streams Using a Multiple-Input-Pattern Fuzzification Approach

(2014) Nariman Valizadeh et al.   TheScientificWorldJOURNAL

Klang River-level forecasting using ARIMA and ANFIS models

(2013) Hadi Galavi et al.   JOURNAL AMERICAN WATER WORKS ASSOCIATION

A geomorphology-based ANFIS model for multi-station modeling of rainfall–runoff process

(2013) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Model calibration and uncertainty analysis of runoff in the Zayanderood River basin using generalized likelihood uncertainty estimation (GLUE) method

(2013) Majid Mirzaei et al.   JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA

Quantifying uncertainties associated with depth duration frequency curves

(2013) Majid Mirzaei et al.   NATURAL HAZARDS

Neuro-fuzzy modelling and forecasting in water resources

(2012) Hadi Galavi   Scientific Research and Essays