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Junliang Fan

Junliang Fan

Northwest A & F University - Yangling / China
Agriculture & Forestry / Agriculture
AD Scientific Index ID: 692924
西北农林科技大学
person_outline Junliang Fan's MOST POPULAR ARTICLES
1-) Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates … Energy Conversion and Management 164, 102-111, 2018
2-) Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions Journal of Hydrology 574, 1029-1041, 2019
3-) Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China Agricultural and Forest Meteorology 263, 225-241, 2018
4-) Light Gradient Boosting Machine: an efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data Agricultural Water Management 225, 105758, 2019
5-) Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China Renewable & Sustainable Energy Reviews 100, 186-212, 2019