Predicting groundwater depth fluctuations using deep learning, extreme learning machine and Gaussian process: a comparative study

Neural network modeling for groundwater-level forecasting in coastal aquifers

(2020) Thendiyath Roshni et al.   NEURAL COMPUTING & APPLICATIONS

Forecasting monthly precipitation using sequential modelling

(2019) Deepak Kumar et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Development and Evaluation of Hybrid Artificial Neural Network Architectures for Modeling Spatio-Temporal Groundwater Fluctuations in a Complex Aquifer System

(2019) Thendiyath Roshni et al.   WATER RESOURCES MANAGEMENT

Long short-term memory (LSTM) recurrent neural network for low-flow hydrological time series forecasting

(2019) Bibhuti Bhusan Sahoo et al.   Acta Geophysica

Projecting Australia's forest cover dynamics and exploring influential factors using deep learning

(2019) Long Ye et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Evaluation of soil liquefaction using AI technology incorporating a coupled ENN / t-SNE model

(2019) Pierre Guy Atangana Njock et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A Deep Learning Algorithm of Neural Network for the Parameterization of Typhoon-Ocean Feedback in Typhoon Forecast Models

(2018) Guo-Qing Jiang et al.   GEOPHYSICAL RESEARCH LETTERS

Toward Data‐Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning

(2018) S. Scher   GEOPHYSICAL RESEARCH LETTERS

Modelling long-term groundwater fluctuations by extreme learning machine using hydro-climatic data

(2017) Meysam Alizamir et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Reduced-space Gaussian Process Regression for data-driven probabilistic forecast of chaotic dynamical systems

(2017) Zhong Yi Wan et al.   PHYSICA D-NONLINEAR PHENOMENA

Comparative Study of Hybrid-Wavelet Artificial Intelligence Models for Monthly Groundwater Depth Forecasting in Extreme Arid Regions, Northwest China

(2017) Haijiao Yu et al.   WATER RESOURCES MANAGEMENT

Forecasting of Multi-Step Ahead Reference Evapotranspiration Using Wavelet- Gaussian Process Regression Model

(2017) Masoud Karbasi   WATER RESOURCES MANAGEMENT

Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model

(2016) Nhat-Duc Hoang et al.   Advances in Civil Engineering

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Advances in natural language processing

(2015) J. Hirschberg et al.   SCIENCE

Efficacy of neural network and genetic algorithm techniques in simulating spatio-temporal fluctuations of groundwater

(2014) Madan K. Jha et al.   HYDROLOGICAL PROCESSES

Monthly streamflow forecasting using Gaussian Process Regression

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

A spatio-temporal hybrid neural network-Kriging model for groundwater level simulation

(2014) Evdokia Tapoglou et al.   JOURNAL OF HYDROLOGY

An integrated wavelet-support vector machine for groundwater level prediction in Visakhapatnam, India

(2014) Ch. Suryanarayana et al.   NEUROCOMPUTING

Predicting groundwater level fluctuations with meteorological effect implications—A comparative study among soft computing techniques

(2013) Jalal Shiri et al.   COMPUTERS & GEOSCIENCES

A Wavelet-ANFIS Hybrid Model for Groundwater Level Forecasting for Different Prediction Periods

(2013) Vahid Moosavi et al.   WATER RESOURCES MANAGEMENT

Long term forecasting of groundwater levels with evidence of non-stationary and nonlinear characteristics

(2012) R Maheswaran et al.   COMPUTERS & GEOSCIENCES

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Impacts of environmental flow controls on the water table and groundwater chemistry in the Ejina Delta, northwestern China

(2010) Ping Wang et al.   Environmental Earth Sciences

Effective forecasting of hourly typhoon rainfall using support vector machines

(2009) Gwo-Fong Lin et al.   WATER RESOURCES RESEARCH

An ANN-based model for spatiotemporal groundwater level forecasting

(2008) Vahid Nourani et al.   HYDROLOGICAL PROCESSES

Modelling groundwater levels in an urban coastal aquifer using artificial neural networks

(2007) B. Krishna et al.   HYDROLOGICAL PROCESSES