Using support vector machine to deal with the missing of solar radiation data in daily reference evapotranspiration estimation in China

Similarity and difference of potential evapotranspiration and reference crop evapotranspiration – a review

(2020) Keyu Xiang et al.   AGRICULTURAL WATER MANAGEMENT

Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm

(2020) Babak Mohammadi et al.   AGRICULTURAL WATER MANAGEMENT

Reference grass evapotranspiration with reduced data sets: Parameterization of the FAO Penman-Monteith temperature approach and the Hargeaves-Samani equation using local climatic variables

(2020) P. Paredes et al.   AGRICULTURAL WATER MANAGEMENT

Improving solar radiation estimation in China based on regional optimal combination of meteorological factors with machine learning methods

(2020) Chuan He et al.   ENERGY CONVERSION AND MANAGEMENT

CatBoost: A new approach for estimating daily reference crop evapotranspiration in arid and semi-arid regions of Northern China

(2020) Yixiao Zhang et al.   JOURNAL OF HYDROLOGY

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

Determining the Parameters of the Ångström‐Prescott Model for Estimating Solar Radiation in Different Regions of China: Calibration or Modeling

(2019) Yujie Liu et al.   Earth and Space Science

Light Gradient Boosting Machine: An efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data

(2019) Junliang Fan et al.   AGRICULTURAL WATER MANAGEMENT

Daily reference evapotranspiration prediction based on hybridized extreme learning machine model with bio-inspired optimization algorithms: Application in contrasting climates of China

(2019) Lifeng Wu et al.   JOURNAL OF HYDROLOGY

Hybrid support vector machines with heuristic algorithms for prediction of daily diffuse solar radiation in air-polluted regions

(2019) Junliang Fan et al.   RENEWABLE ENERGY

Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China

(2018) Junliang Fan et al.   ENERGY CONVERSION AND MANAGEMENT

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

Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China

(2018) Junliang Fan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

New Temperature-based Models for Predicting Global Solar Radiation

(2016) Gasser E. Hassan et al.   APPLIED ENERGY

Influence of introducing various meteorological parameters to the Angström–Prescott model for estimation of global solar radiation

(2016) Kasra Mohammadi et al.   Environmental Earth Sciences

Prediction of solar radiation in China using different adaptive neuro-fuzzy methods and M5 model tree

(2016) Lunche Wang et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution

(2016) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Ångström–Prescott equation: Physical basis, empirical models and sensitivity analysis

(2016) M. Paulescu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Is the “Sun” still hot in China? The study of the present situation, problems and trends of the photovoltaic industry in China

(2015) Zeng Ming 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

Short-term forecasting of daily reference evapotranspiration using the Hargreaves–Samani model and temperature forecasts

(2014) Yufeng Luo et al.   AGRICULTURAL WATER MANAGEMENT

Towards increasing availability of the Ångström–Prescott radiation parameters across China: Spatial trend and modeling

(2014) Xiaoying Liu et al.   ENERGY CONVERSION AND MANAGEMENT

An Improved Estimation of the Angstrom–Prescott Radiation Coefficients for the FAO56 Penman–Monteith Evapotranspiration Method

(2013) Ali Akbar Sabziparvar et al.   WATER RESOURCES MANAGEMENT

Assessing models for parameters of the Ångström–Prescott formula in China

(2012) Xiaoying Liu et al.   APPLIED ENERGY

Estimating global solar radiation using common meteorological data in Akure, Nigeria

(2012) Muyiwa S. Adaramola   RENEWABLE ENERGY

Rain-season trends in precipitation and their effect in different climate regions of China during 1961–2008

(2011) Yanling Song et al.   Environmental Research Letters

Modeling of solar radiation using remote sensing and artificial neural network in Turkey

(2010) Ozan Şenkal   ENERGY

Choice of the Ångström–Prescott coefficients: Are time-dependent ones better than fixed ones in modeling global solar irradiance?

(2010) Xiaoying Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Estimation of monthly solar radiation from measured temperatures using support vector machines – A case study

(2010) Ji-Long Chen et al.   RENEWABLE ENERGY

Calibration of the Ångström–Prescott coefficients (a, b) under different time scales and their impacts in estimating global solar radiation in the Yellow River basin

(2008) Xiaoying Liu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Radiation calibration of FAO56 Penman–Monteith model to estimate reference crop evapotranspiration in China

(2007) Yunhe Yin et al.   AGRICULTURAL WATER MANAGEMENT