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Junliang Fan
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Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates …
J Fan, X Wang, L Wu, H Zhou, F Zhang, H Bai, X Yu, X Lu, Y Xiang
Energy Conversion and Management 164, 102-111, 2018
2732018
Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China
J Fan, W Yue, L Wu, F Zhang, H Cai, X Wang, X Lu, Y Xiang
Agricultural and Forest Meteorology 263, 225-241, 2018
1872018
Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China
J Fan, L Wu, F Zhang, H Cai, W Zeng, X Wang, H Zou
Renewable and Sustainable Energy Reviews 100, 186-212, 2019
1622019
Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions
G Huang, L Wu, X Ma, W Zhang, J Fan, X Yu, W Zeng, H Zhou
Journal of Hydrology 574, 1029-1041, 2019
1332019
The effects of mulch and nitrogen fertilizer on the soil environment of crop plants
X Wang, J Fan, Y Xing, G Xu, J Deng, Y Wang, F Zhang, P Li, Z Li
Advances in Agronomy 153, 121-173, 2019
1212019
Climate change effects on reference crop evapotranspiration across different climatic zones of China during 1956–2015
J Fan, L Wu, F Zhang, Y Xiang, J Zheng
Journal of Hydrology 542, 923-937, 2016
1212016
Evaluation and development of temperature-based empirical models for estimating daily global solar radiation in humid regions
J Fan, B Chen, L Wu, F Zhang, X Lu, Y Xiang
Energy 144, 903-914, 2018
1082018
Coupling effects of water and fertilizer on yield, water and fertilizer use efficiency of drip-fertigated cotton in northern Xinjiang, China
H Wang, L Wu, M Cheng, J Fan, F Zhang, Y Zou, HW Chau, Z Gao, ...
Field Crops Research 219, 169-179, 2018
1032018
Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China
J Fan, L Wu, F Zhang, H Cai, X Ma, H Bai
Renewable and Sustainable Energy Reviews 105, 168-186, 2019
1012019
New combined models for estimating daily global solar radiation based on sunshine duration in humid regions: A case study in South China
J Fan, X Wang, L Wu, F Zhang, H Bai, X Lu, Y Xiang
Energy Conversion and Management 156, 618-625, 2018
972018
Hybrid support vector machines with heuristic algorithms for prediction of daily diffuse solar radiation in air-polluted regions
J Fan, L Wu, X Ma, H Zhou, F Zhang
Renewable Energy 145, 2034-2045, 2020
812020
Potential of kernel-based nonlinear extension of Arps decline model and gradient boosting with categorical features support for predicting daily global solar radiation in humid …
L Wu, G Huang, J Fan, F Zhang, X Wang, W Zeng
Energy Conversion and Management 183, 280-295, 2019
802019
Estimating groundwater recharge and evapotranspiration from water table fluctuations under three vegetation covers in a coastal sandy aquifer of subtropical Australia
J Fan, KT Oestergaard, A Guyot, DA Lockington
Journal of Hydrology 519, 1120-1129, 2014
762014
Rainfall partitioning into throughfall, stemflow and interception loss by maize canopy on the semi-arid Loess Plateau of China
J Zheng, J Fan, F Zhang, S Yan, Y Xiang
Agricultural Water Management 195, 25-36, 2018
742018
Light Gradient Boosting Machine: an efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data
J Fan, X Ma, L Wu, F Zhang, X Yu, W Zeng
Agricultural Water Management 225, 105758, 2019
722019
Measuring and modeling rainfall interception losses by a native Banksia woodland and an exotic pine plantation in subtropical coastal Australia
J Fan, KT Oestergaard, A Guyot, DA Lockington
Journal of Hydrology 515, 156-165, 2014
702014
Daily reference evapotranspiration prediction based on hybridized extreme learning machine model with bio-inspired optimization algorithms: Application in contrasting climates …
L Wu, H Zhou, X Ma, J Fan, F Zhang
Journal of Hydrology 577, 123960, 2019
652019
Evaluating the effect of air pollution on global and diffuse solar radiation prediction using support vector machine modeling based on sunshine duration and air temperature
J Fan, L Wu, F Zhang, H Cai, X Wang, X Lu, Y Xiang
Renewable & Sustainable Energy Reviews 94, 732-747, 2018
642018
Using electrical resistivity tomography to differentiate sapwood from heartwood: application to conifers
A Guyot, KT Ostergaard, M Lenkopane, J Fan, DA Lockington
Tree physiology 33 (2), 187-194, 2013
632013
Optimization of drip irrigation and fertilization regimes for high grain yield, crop water productivity and economic benefits of spring maize in Northwest China
H Zou, J Fan, F Zhang, Y Xiang, L Wu, S Yan
Agricultural Water Management 230, 105986, 2020
612020
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