Hybrids of machine learning techniques and wavelet regression for estimation of daily solar radiation

Deep learning-based uncertainty quantification of groundwater level predictions

(2022) Vahid Nourani et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Two-stage deep learning hybrid framework based on multi-factor multi-scale and intelligent optimization for air pollutant prediction and early warning

(2022) Jujie Wang et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Spatio temporal hydrological extreme forecasting framework using LSTM deep learning model

(2022) Anshuka Anshuka et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios

(2021) A. A. Masrur Ahmed et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

(2021) Majid Mirzaei et al.   Sustainability

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

(2020) Meysam Alizamir et al.   ENERGY

A proposed hybrid rainfall simulation model: bootstrap aggregated classification tree–artificial neural network (BACT-ANN) for the Langat River Basin, Malaysia

(2019) Chau Yuan Lian et al.   Journal of Water and Climate Change

Improved SVR machine learning models for agricultural drought prediction at downstream of Langat River Basin, Malaysia

(2019) Kit Fai Fung et al.   Journal of Water and Climate Change

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

(2019) Le et al.   Water

Prediction of hourly solar radiation in Abu Musa Island using machine learning algorithms

(2018) A. Khosravi et al.   JOURNAL OF CLEANER PRODUCTION

A novel soft computing model (Gaussian process regression with K-fold cross validation) for daily and monthly solar radiation forecasting (Part: I)

(2018) Abbas Rohani et al.   RENEWABLE ENERGY

Evaluation of daily solar radiation flux using soft computing approaches based on different meteorological information: peninsula vs continent

(2018) Sungwon Kim et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Predicting physical properties (viscosity, density, and refractive index) of ternary systems containing 1-octyl-3-methyl-imidazolium bis(trifluoromethylsulfonyl)imide, esters and alcohols at 298.15 K and atmospheric pressure, using rigorous classification techniques

(2017) Mohammad Mesbah et al.   JOURNAL OF MOLECULAR LIQUIDS

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

(2017) Nariman Valizadeh et al.   NATURAL HAZARDS

A comprehensive review of empirical models for estimating global solar radiation in Africa

(2017) Nwokolo Samuel Chukwujindu   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Estimation of daily global solar radiation using wavelet regression, ANN, GEP and empirical models: A comparative study of selected temperature-based approaches

(2016) Sayed Saber Sharifi et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Prediction and application of solar radiation with soft computing over traditional and conventional approach – A comprehensive review

(2016) Sthitapragyan Mohanty et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Support vector regression based prediction of global solar radiation on a horizontal surface

(2015) Kasra Mohammadi et al.   ENERGY CONVERSION AND MANAGEMENT

Fighting global warming by climate engineering: Is the Earth radiation management and the solar radiation management any option for fighting climate change?

(2014) Tingzhen Ming et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Solar radiation estimation using sunshine hour and air pollution index in China

(2013) Na Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

Klang River-level forecasting using ARIMA and ANFIS models

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

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

Comparison of Gene Expression Programming with neuro-fuzzy and neural network computing techniques in estimating daily incoming solar radiation in the Basque Country (Northern Spain)

(2012) Gorka Landeras et al.   ENERGY CONVERSION AND MANAGEMENT

A general model for estimation of daily global solar radiation using air temperatures and site geographic parameters in Southwest China

(2012) Mao-Fen Li et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Prediction of daily global solar irradiation data using Bayesian neural network: A comparative study

(2012) R. Yacef et al.   RENEWABLE ENERGY

Comparison of empirical daily surface incoming solar radiation models

(2008) Jérôme G. Fortin et al.   AGRICULTURAL AND FOREST METEOROLOGY