A New Methodology for Reference Evapotranspiration Prediction and Uncertainty Analysis under Climate Change Conditions Based on Machine Learning, Multi Criteria Decision Making and Monte Carlo Methods

A Simple Procedure to Estimate Reference Evapotranspiration during the Irrigation Season in a Hot-Summer Mediterranean Climate

(2021) Gonçalo C. Rodrigues et al.   Sustainability

The Climate Response to Emissions Reductions due to COVID‐19: Initial Results from CovidMIP

(2021) Chris D. Jones et al.   GEOPHYSICAL RESEARCH LETTERS

Estimation of daily evapotranspiration in Košice City (Slovakia) using several soft computing techniques

(2021) Yunus Ziya Kaya et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Reference Evapotranspiration Prediction Using Neural Networks and Optimum Time Lags

(2021) Milan Gocić et al.   WATER RESOURCES MANAGEMENT

Modeling and predicting suspended sediment load under climate change conditions: a new hybridization strategy

(2021) Saeed Farzin et al.   Journal of Water and Climate Change

Landslide Geo-Hazard Risk Mapping Using Logistic Regression Modeling in Guixi, Jiangxi, China

(2021) Wenchao Huangfu et al.   Sustainability

Optimization algorithms as training approaches for prediction of reference evapotranspiration using adaptive neuro fuzzy inference system

(2021) Dilip Kumar Roy et al.   AGRICULTURAL WATER MANAGEMENT

Forecasting Daily and Monthly Reference Evapotranspiration in the Aidoghmoush Basin Using Multilayer Perceptron Coupled with Water Wave Optimization

(2021) Fatemeh Sayyahi et al.   COMPLEXITY

Extreme learning machine for reference crop evapotranspiration estimation: Model optimization and spatiotemporal assessment across different climates in China

(2021) Daozhi Gong et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Intercomparison and uncertainty assessment of methods for estimating evapotranspiration using a high-resolution gridded weather dataset over Brazil

(2021) Ana Flávia Martins Monteiro et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Evaluation of FAO-56 Procedures for Estimating Reference Evapotranspiration Using Missing Climatic Data for a Brazilian Tropical Savanna

(2021) Luiz Claudio Galvão do Valle Júnior et al.   Water

Projected changes in seasonal and extreme summertime temperature and precipitation in India in response to COVID-19 recovery emissions scenarios

(2021) Jonathan D’Souza et al.   Environmental Research Letters

Meteorological drought analysis in response to climate change conditions, based on combined four-dimensional vine copulas and data mining (VC-DM)

(2021) Alireza Farrokhi et al.   JOURNAL OF HYDROLOGY

Hydraulic Efficiency of Green-Blue Flood Control Scenarios for Vegetated Rivers: 1D and 2D Unsteady Simulations

(2021) Giuseppe Francesco Cesare Lama et al.   Water

A Future Study of an Environment Driving Force (EDR): The Impacts of Urmia Lake Water-Level Fluctuations on Human Settlements

(2021) Somayeh Mohammadi Hamidi et al.   Sustainability

Assessment the climate change impact on the future evapotranspiration and flows from a semi-arid environment

(2020) Salah Ouhamdouch et al.   Arabian Journal of Geosciences

Prediction of actual evapotranspiration by artificial neural network models using data from a Bowen ratio energy balance station

(2020) Spencer Walls et al.   NEURAL COMPUTING & APPLICATIONS

Recent Advances in Evapotranspiration Estimation Using Artificial Intelligence Approaches with a Focus on Hybridization Techniques—A Review

(2020) Min Yan Chia et al.   Agronomy-Basel

Modelling reference evapotranspiration by combining neuro-fuzzy and evolutionary strategies

(2020) Meysam Alizamir et al.   Acta Geophysica

Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration

(2020) Yazid Tikhamarine et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Spatio-temporal variation of reference evapotranspiration in northwest China based on CORDEX-EA

(2020) Linshan Yang et al.   ATMOSPHERIC RESEARCH

Prediction of nanofluids viscosity using random forest (RF) approach

(2020) Majid Gholizadeh et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Estimation of summer maize evapotranspiration using MARS model in the semi-arid region of northwest China

(2020) Xiaoqin Shan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

A New Framework for Evaluation of Rainfall Temporal Variability through Principal Component Analysis, Hybrid Adaptive Neuro-Fuzzy Inference System, and Innovative Trend Analysis Methodology

(2020) Alireza Farrokhi et al.   WATER RESOURCES MANAGEMENT

Current and future global climate impacts resulting from COVID-19

(2020) Piers M. Forster et al.   Nature Climate Change

Global and Arctic effective radiative forcing of anthropogenic gases and aerosols in MRI-ESM2.0

(2020) Naga Oshima et al.   Progress in Earth and Planetary Science

METRIC-GIS: An advanced energy balance model for computing crop evapotranspiration in a GIS environment

(2020) J.M. Ramírez-Cuesta et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Introducing a framework for modeling of drug electrochemical removal from wastewater based on data mining algorithms, scatter interpolation method, and multi criteria decision analysis (DID)

(2020) Saeed Farzin et al.   JOURNAL OF CLEANER PRODUCTION

Evaluation of global terrestrial evapotranspiration in CMIP6 models

(2020) Zhizhen Wang et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Long-Term Variability in Potential Evapotranspiration, Water Availability and Drought under Climate Change Scenarios in the Awash River Basin, Ethiopia

(2020) Mahtsente Tadese et al.   Atmosphere

Uncertainty Analysis of Climate Change Impacts on Flood Frequency by Using Hybrid Machine Learning Methods

(2020) Mahdi Valikhan Anaraki et al.   WATER RESOURCES MANAGEMENT

New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain

(2020) Juan Antonio Bellido-Jiménez et al.   AGRICULTURAL WATER MANAGEMENT

Conditioning point and gridded weather data under aridity conditions for calculation of reference evapotranspiration

(2020) Richard G. Allen et al.   AGRICULTURAL WATER MANAGEMENT

Insight from CMIP6 SSP-RCP scenarios for future drought characteristics in China

(2020) Buda Su et al.   ATMOSPHERIC RESEARCH

Evapotranspiration evaluation models based on machine learning algorithms—A comparative study

(2019) Francesco Granata   AGRICULTURAL WATER MANAGEMENT

Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM – A new approach

(2019) Lucas Borges Ferreira et al.   JOURNAL OF HYDROLOGY

Development of a Novel Hybrid Optimization Algorithm for Minimizing Irrigation Deficiencies

(2019) Mahdi Valikhan-Anaraki et al.   Sustainability

Comparison of neuron-based, kernel-based, tree-based and curve-based machine learning models for predicting daily reference evapotranspiration

(2019) Lifeng Wu et al.   PLoS One

Machine learning models for the estimation of monthly mean daily reference evapotranspiration based on cross-station and synthetic data

(2019) Lifeng Wu et al.   HYDROLOGY RESEARCH

Evaluation of Empirical Reference Evapotranspiration Models Using Compromise Programming: A Case Study of Peninsular Malaysia

(2019) Mohd Khairul Idlan Muhammad et al.   Sustainability

Partitioning of daily evapotranspiration using a modified shuttleworth-wallace model, random Forest and support vector regression, for a cabbage farmland

(2019) Han Chen et al.   AGRICULTURAL WATER MANAGEMENT

Random Forest based hourly building energy prediction

(2018) Zeyu Wang et al.   ENERGY AND BUILDINGS

Temperature-based modeling of reference evapotranspiration using several artificial intelligence models: application of different modeling scenarios

(2018) Hadi Sanikhani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Comparison of SVM, ANFIS and GEP in modeling monthly potential evapotranspiration in an arid region (Case study: Sistan and Baluchestan Province, Iran)

(2018) Omolbani Mohammadrezapour et al.   Water Science and Technology-Water Supply

The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview

(2017) Keywan Riahi et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Modelling of runoff and sediment yield using ANN, LS-SVR, REPTree and M5 models

(2017) Birendra Bharti et al.   HYDROLOGY RESEARCH

Modelling of runoff and sediment yield using ANN, LS-SVR, REPTree and M5 models

(2017) Birendra Bharti et al.   Hydrology Research

Dynamic simulation metamodeling using MARS: A case of radar simulation

(2016) Doruk Bozağaç et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Estimation of scour depth below free overfall spillways using multivariate adaptive regression splines and artificial neural networks

(2015) Mehrshad Samadi et al.   Engineering Applications of Computational Fluid Mechanics

Factors influencing the variations of PM10 aerosol dust in Klang Valley, Malaysia during the summer

(2011) Liew Juneng et al.   ATMOSPHERIC ENVIRONMENT

Examination of change factor methodologies for climate change impact assessment

(2011) Aavudai Anandhi et al.   WATER RESOURCES RESEARCH

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