Assessment and Comparison of Six Machine Learning Models in Estimating Evapotranspiration over Croplands Using Remote Sensing and Meteorological Factors

Forecasting evapotranspiration in different climates using ensembles of recurrent neural networks

(2021) Francesco Granata et al.   AGRICULTURAL WATER MANAGEMENT

Evaluation of prediction and forecasting models for evapotranspiration of agricultural lands in the Midwest U.S

(2021) Ammara Talib et al.   JOURNAL OF HYDROLOGY

Temporal convolution-network-based models for modeling maize evapotranspiration under mulched drip irrigation

(2020) Zhijun Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning

(2020) Lucas Borges Ferreira et al.   AGRICULTURAL WATER MANAGEMENT

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

Uncertainty analysis of artificial intelligence modeling daily reference evapotranspiration in the northwest end of China

(2020) Haijiao Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Forecast of short-term daily reference evapotranspiration under limited meteorological variables using a hybrid bi-directional long short-term memory model (Bi-LSTM)

(2020) Juan Yin et al.   AGRICULTURAL WATER MANAGEMENT

Estimating daily reference evapotranspiration based on limited meteorological data using deep learning and classical machine learning methods

(2020) Zhijun Chen et al.   JOURNAL OF HYDROLOGY

Estimation of evapotranspiration using the crop canopy temperature at field to regional scales in large irrigation district

(2019) Lingxu Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Terrestrial gross primary production: Using NIR V to scale from site to globe

(2019) Grayson Badgley et al.   GLOBAL CHANGE BIOLOGY

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

(2019) Mohd Khairul Idlan Muhammad et al.   Sustainability

Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs

(2019) Rana Muhammad Adnan et al.   Arabian Journal of Geosciences

Empirical and learning machine approaches to estimating reference evapotranspiration based on temperature data

(2019) Matheus Mendes Reis et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Estimation of daily potato crop evapotranspiration using three different machine learning algorithms and four scenarios of available meteorological data

(2019) Sevim Seda Yamaç et al.   AGRICULTURAL WATER MANAGEMENT

Physics‐Constrained Machine Learning of Evapotranspiration

(2019) Wen Li Zhao et al.   GEOPHYSICAL RESEARCH LETTERS

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

Evaluation of the Penman-Monteith and other 34 reference evapotranspiration equations under limited data in a semiarid dry climate

(2018) Koffi Djaman et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Artificial neural networks versus gene expression programming for estimating reference evapotranspiration in arid climate

(2016) Mohamed A. Yassin et al.   AGRICULTURAL WATER MANAGEMENT

Evaluation of evapotranspiration models over semi-arid and semi-humid areas of China

(2016) Zesu Yang et al.   HYDROLOGICAL PROCESSES

Modification of evapotranspiration model based on effective resistance to estimate evapotranspiration of maize for seed production in an arid region of northwest China

(2016) Xuelian Jiang et al.   JOURNAL OF HYDROLOGY

Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

(2013) Joaquim Tinoco et al.   COMPUTERS AND GEOTECHNICS

Global estimation of evapotranspiration using a leaf area index-based surface energy and water balance model

(2012) H. Yan et al.   REMOTE SENSING OF ENVIRONMENT

A review of global terrestrial evapotranspiration: Observation, modeling, climatology, and climatic variability

(2012) Kaicun Wang et al.   REVIEWS OF GEOPHYSICS

Spatial and temporal changes in aridity index in northwest China: 1960 to 2010

(2012) Xiaomang Liu et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Neural network approach to reference evapotranspiration modeling from limited climatic data in arid regions

(2011) Abdelkader Laaboudi et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Local Calibration of the Hargreaves and Priestley-Taylor Equations for Estimating Reference Evapotranspiration in Arid and Cold Climates of Iran Based on the Penman-Monteith Model

(2011) Hossein Tabari et al.   JOURNAL OF HYDROLOGIC ENGINEERING

A simple surface conductance model to estimate regional evaporation using MODIS leaf area index and the Penman-Monteith equation

(2008) Ray Leuning et al.   WATER RESOURCES RESEARCH