Junliang Fan

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

Junliang Fan, Xiukang Wang, Lifeng Wu et al. · Energy Conversion and Management · 2018 · 635 citations

Natural Sciences, Earth Sciences, Meteorology +17

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China

Junliang Fan, Wenjun Yue, Lifeng Wu et al. · Agricultural and Forest Meteorology · 2018 · 547 citations

Natural Sciences, Earth Sciences, Hydrology +16

Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions

Guomin Huang, Lifeng Wu, Xin Ma et al. · Journal of Hydrology · 2019 · 539 citations

Natural Resources, Earth Sciences, Hydrology +16

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

Junliang Fan, Xin Ma, Lifeng Wu et al. · Agricultural Water Management · 2019 · 438 citations

Natural Resources, Earth Sciences, Hydrology +12

Coupling effects of water and fertilizer on yield, water and fertilizer use efficiency of drip-fertigated cotton in northern Xinjiang, China

Haidong Wang, Lifeng Wu, Minghui Cheng et al. · Field Crops Research · 2018 · 244 citations

Agriculture, Agronomy, Crop Sciences +16