Estimation of daily reference evapotranspiration with limited climatic data using machine learning approaches across different climate zones in New Mexico

Evaluation of long-term climate change impact on the growing season and water use of mature pecan in Lower Rio Grande Valley

(2021) Esmaiil Mokari et al.   AGRICULTURAL WATER MANAGEMENT

Improving the performance of the mass transfer-based reference evapotranspiration estimation approaches through a coupled wavelet-random forest methodology

(2018) Jalal Shiri   JOURNAL OF HYDROLOGY

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

Modeling and simulating of reservoir operation using the artificial neural network, support vector regression, deep learning algorithm

(2018) Di Zhang et al.   JOURNAL OF HYDROLOGY

Pan evaporation modeling using six different heuristic computing methods in different climates of China

(2017) Lunche Wang et al.   JOURNAL OF HYDROLOGY

Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China

(2017) Zhenliang Yin et al.   Water

Modeling reference evapotranspiration using three different heuristic regression approaches

(2016) Ozgur Kisi   AGRICULTURAL WATER MANAGEMENT

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

An extreme learning machine approach for modeling evapotranspiration using extrinsic inputs

(2016) Amit Prakash Patil 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

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of machine learning models for predicting fluoride contamination in groundwater

(2016) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

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

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

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

Review and statistical analysis of different global solar radiation sunshine models

(2015) Milan Despotovic et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran

(2014) Jalal Shiri et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

SVM, ANFIS, regression and climate based models for reference evapotranspiration modeling using limited climatic data in a semi-arid highland environment

(2012) Hossein Tabari et al.   JOURNAL OF HYDROLOGY

Comparative analysis of 31 reference evapotranspiration methods under humid conditions

(2011) Hossein Tabari et al.   IRRIGATION SCIENCE

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

(2011) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Evaluating eddy covariance method by large-scale weighing lysimeter in a maize field of northwest China

(2010) Risheng Ding et al.   AGRICULTURAL WATER MANAGEMENT

A simple irrigation scheduling approach for pecans

(2010) Zohrab Samani et al.   AGRICULTURAL WATER MANAGEMENT

Forecasting daily potential evapotranspiration using machine learning and limited climatic data

(2010) Alfonso F. Torres et al.   AGRICULTURAL WATER MANAGEMENT