A novel integrated method based on a machine learning model for estimating evapotranspiration in dryland

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

(2020) Ganggang Zuo et al.   JOURNAL OF HYDROLOGY

Application and research for electricity price forecasting system based on multi-objective optimization and sub-models selection strategy

(2020) Tonglin Fu et al.   SOFT COMPUTING

Hybrid particle swarm optimization with extreme learning machine for daily reference evapotranspiration prediction from limited climatic data

(2020) Bin Zhu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Evaluation of seasonal evapotranspiration of winter wheat in humid region of East China using large-weighted lysimeter and three models

(2020) Chunwei Liu et al.   JOURNAL OF HYDROLOGY

Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target

(2020) Yunxuan Dong et al.   ENERGY

Improved prediction of daily pan evaporation using Deep-LSTM model

(2019) Babita Majhi et al.   NEURAL COMPUTING & APPLICATIONS

A novel non-linear combination system for short-term wind speed forecast

(2019) Jianzhou Wang et al.   RENEWABLE ENERGY

Hybrid extreme learning machine with meta-heuristic algorithms for monthly pan evaporation prediction

(2019) Lifeng Wu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Hydrological response of biological soil crusts to global warming: A ten-year simulative study

(2018) Xin-Rong Li et al.   GLOBAL CHANGE BIOLOGY

Daily Pan Evaporation Estimation Using Heuristic Methods with Gamma Test

(2018) Anurag Malik et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Daily Pan Evaporation Estimation Using Heuristic Methods with Gamma Test

(2018) Anurag Malik et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China

(2018) Junliang Fan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Application of ensemble empirical mode decomposition based on machine learning methodologies in forecasting monthly pan evaporation

(2018) Mohammad Rezaie-Balf et al.   HYDROLOGY RESEARCH

Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system

(2018) Xuejing Zhao et al.   RENEWABLE ENERGY

Wavelet coupled MARS and M5 Model Tree approaches for groundwater level forecasting

(2017) Mohammad Rezaie-balf et al.   JOURNAL OF HYDROLOGY

Daily pan evaporation modeling in climatically contrasting zones with hybridization of wavelet transform and support vector machines

(2017) Leeladhar Pammar et al.   Paddy and Water Environment

Deployment of artificial neural network for short-term forecasting of evapotranspiration using public weather forecast restricted messages

(2016) Seydou Traore et al.   AGRICULTURAL WATER MANAGEMENT

Comparative analysis of reference evapotranspiration equations modelling by extreme learning machine

(2016) Milan Gocic et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area

(2016) Zhenliang Yin et al.   HYDROLOGY RESEARCH

Comparison of ELM, GANN, WNN and empirical models for estimating reference evapotranspiration in humid region of Southwest China

(2016) Yu Feng et al.   JOURNAL OF HYDROLOGY

Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area

(2016) Zhenliang Yin et al.   Hydrology Research

Soft computing approaches for forecasting reference evapotranspiration

(2015) Milan Gocić et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Extreme Learning Machines: A new approach for prediction of reference evapotranspiration

(2015) Shafika Sultan Abdullah et al.   JOURNAL OF HYDROLOGY

Particle swarm optimization-based radial basis function network for estimation of reference evapotranspiration

(2015) Dalibor Petković et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Support-Vector-Machine-Based Models for Modeling Daily Reference Evapotranspiration With Limited Climatic Data in Extreme Arid Regions

(2015) Xiaohu Wen et al.   WATER RESOURCES MANAGEMENT

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain)

(2011) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Models for estimating evapotranspiration using artificial neural networks, and their physical interpretation

(2008) S. K. Jain et al.   HYDROLOGICAL PROCESSES