Climate-driven Model Based on Long Short-Term Memory and Bayesian Optimization for Multi-day-ahead Daily Streamflow Forecasting

Climate change impact on streamflow in a tropical basin of Ghana, West Africa

(2021) Alfred Awotwi et al.   Journal of Hydrology-Regional Studies

Real-time forecasting of suspended sediment concentrations reservoirs by the optimal integration of multiple machine learning techniques

(2021) Cheng-Chia Huang et al.   Journal of Hydrology-Regional Studies

Regional sea level changes prediction integrated with singular spectrum analysis and long-short-term memory network

(2021) Jian Zhao et al.   ADVANCES IN SPACE RESEARCH

Comprehensive comparison of artificial neural networks and long short-term memory networks for rainfall-runoff simulation

(2021) Ganquan Mao et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting

(2020) Ganggang Zuo et al.   JOURNAL OF HYDROLOGY

Quantifying the effects of climate variability, direct and indirect land use change, and human activities on runoff

(2020) Baofu Li et al.   JOURNAL OF HYDROLOGY

Statistical and qualitative evaluation of multi-sources for hydrological suitability inflood-prone areas of Pakistan

(2020) Abro Mohammad Ilyas et al.   JOURNAL OF HYDROLOGY

Generating Regional Models for Estimating the Peak Flows and Environmental Flows Magnitude for the Bulgarian-Greek Rhodope Mountain Range Torrential Watersheds

(2020) Dimitrios Myronidis et al.   Water

Principal Component Analysis (PCA) Based Hybrid Models for the Accurate Estimation of Reservoir Water Saturation

(2020) Solomon Asante-Okyere et al.   COMPUTERS & GEOSCIENCES

A new complexity-based three-stage method to comprehensively quantify positive/negative contribution rates of climate change and human activities to changes in runoff in the upper Yellow River

(2020) Xianbao Su et al.   JOURNAL OF CLEANER PRODUCTION

Safe cities in the new urban world: A comparative cluster dynamics analysis through machine learning

(2020) Karima Kourtit et al.   Sustainable Cities and Society

Daily Runoff Forecasting Using a Hybrid Model Based on Variational Mode Decomposition and Deep Neural Networks

(2019) Xinxin He et al.   WATER RESOURCES MANAGEMENT

A comparative study of models for short-term streamflow forecasting with emphasis on wavelet-based approach

(2019) Yuqing Sun et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Short-Term Streamflow Forecasting Using the Feature-Enhanced Regression Model

(2019) Yun Bai et al.   WATER RESOURCES MANAGEMENT

Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran

(2018) Roozbeh Moazenzadeh et al.   Engineering Applications of Computational Fluid Mechanics

Data-driven rainfall/runoff modelling based on a neuro-fuzzy inference system

(2018) N. Bartoletti et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Streamflow and Hydrological Drought Trend Analysis and Forecasting in Cyprus

(2018) Dimitrios Myronidis et al.   WATER RESOURCES MANAGEMENT

A data-driven model based on Fourier transform and support vector regression for monthly reservoir inflow forecasting

(2018) Xiang Yu et al.   Journal of Hydro-environment Research

Prediction of daily sediment discharge using a back propagation neural network training algorithm: A case study of the Narmada River, India

(2018) Nibedita Bisoyi et al.   International Journal of Sediment Research

A Two-Stage Approach Integrating SOM- and MOGA-SVM-Based Algorithms to Forecast Spatial-temporal Groundwater Level with Meteorological Factors

(2018) Hsi-Ting Fang et al.   WATER RESOURCES MANAGEMENT

A gradient boosting method to improve travel time prediction

(2015) Yanru Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

GA-Based Support Vector Machine Model for the Prediction of Monthly Reservoir Storage

(2013) Jieqiong Su et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Application of Several Data-Driven Techniques for Predicting Groundwater Level

(2012) Bagher Shirmohammadi et al.   WATER RESOURCES MANAGEMENT