Application of Long Short-Term Memory (LSTM) on the Prediction of Rainfall-Runoff in Karst Area

Application of GA-BP Neural Network Optimized by Grey Verhulst Model around Settlement Prediction of Foundation Pit

(2021) C. Y. Liu et al.   GEOFLUIDS

Integrating Satellite Rainfall Estimates with Hydrological Water Balance Model: Rainfall-Runoff Modeling in Awash River Basin, Ethiopia

(2021) Girma Berhe Adane et al.   Water

Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity

(2021) A.A. Masrur Ahmed et al.   JOURNAL OF HYDROLOGY

Deep learning convolutional neural network in rainfall–runoff modelling

(2020) Song Pham Van et al.   JOURNAL OF HYDROINFORMATICS

A Hybrid Approach Combining Conceptual Hydrological Models, Support Vector Machines and Remote Sensing Data for Rainfall-Runoff Modeling

(2020) Moonhyuk Kwon et al.   Remote Sensing

Hydrological Image Building Using Curve Number and Prediction and Evaluation of Runoff through Convolution Neural Network

(2020) Chul Min Song   Water

Assessment of Soil Thermal Conductivity Based on BPNN Optimized by Genetic Algorithm

(2020) Chenyang Liu et al.   Advances in Civil Engineering

Hydrological Modeling Approach Using Radar-Rainfall Ensemble and Multi-Runoff-Model Blending Technique

(2019) Lee et al.   Water

Impact Assessments of Rainfall–Runoff Characteristics Response Based on Land Use Change via Hydrological Simulation

(2019) Minmin Zhou et al.   Water

Impacts of Climate Change and Land-Use Change on Hydrological Extremes in the Jinsha River Basin

(2019) Qihui Chen et al.   Water

Hydrological Early Warning System Based on a Deep Learning Runoff Model Coupled with a Meteorological Forecast

(2019) Alberto de la Fuente et al.   Water

Streamflow prediction using LASSO-FCM-DBN approach based on hydro-meteorological condition classification

(2019) Haibo Chu et al.   JOURNAL OF HYDROLOGY

Interannual variability in glacier contribution to runoff from a high-elevation Andean catchment: understanding the role of debris cover in glacier hydrology

(2018) Flavia Burger et al.   HYDROLOGICAL PROCESSES

Assessing multidecadal runoff (1970-2010) using regional hydrological modelling under data and water scarcity conditions in Peruvian Pacific catchments

(2018) Pedro Rau et al.   HYDROLOGICAL PROCESSES

Urbanization and climate change: Insights from eco-hydrological diagnostics

(2018) Danlu Cai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation

(2018) Caihong Hu et al.   Water

Assessment of the SWAT model to simulate a watershed with limited available data in the Pampas region, Argentina

(2017) Martín Romagnoli et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Coupling the short-term global forecast system weather data with a variable source area hydrologic model

(2016) Andrew R. Sommerlot et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A Four-Stage Hybrid Model for Hydrological Time Series Forecasting

(2014) Chongli Di et al.   PLoS One

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Optimizing Irrigation Water Allocation and Multicrop Planning Using Discrete PSO Algorithm

(2011) Hamideh Noory et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada

(2011) Jan Adamowski et al.   WATER RESOURCES RESEARCH

Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm

(2009) Cheng-Ming Lee et al.   NEUROCOMPUTING