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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
5912018
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
4472018
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
4412019
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
3112019
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 & Sustainable Energy Reviews 100, 186-212, 2019
2972019
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
2842019
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
2162018
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
1872016
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
1782020
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 & Sustainable Energy Reviews 105, 168-186, 2019
1682019
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
1672018
Estimation of daily maize transpiration using support vector machines, extreme gradient boosting, artificial and deep neural networks models
J Fan, J Zheng, L Wu, F Zhang
Agricultural Water Management 245, 106547, 2021
1572021
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
1502020
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
1472018
Determining irrigation amount and fertilization rate to simultaneously optimize grain yield, grain nitrogen accumulation and economic benefit of drip-fertigated spring maize in …
F Yan, F Zhang, X Fan, J Fan, Y Wang, H Zou, H Wang, G Li
Agricultural Water Management 243, 106440, 2021
1412021
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
1272019
Multi-objective optimization of water and fertilizer management for potato production in sandy areas of northern China based on TOPSIS
H Wang, X Wang, L Bi, Y Wang, J Fan, F Zhang, X Hou, M Cheng, W Hu, ...
Field Crops Research 240, 55-68, 2019
1252019
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
1252018
Nitrogen fertilizer management effects on soil nitrate leaching, grain yield and economic benefit of summer maize in Northwest China
J Lu, T Hu, B Zhang, L Wang, S Yang, J Fan, S Yan, F Zhang
Agricultural Water Management 247, 106739, 2021
1232021
Hybrid extreme learning machine with meta-heuristic algorithms for monthly pan evaporation prediction
L Wu, G Huang, J Fan, X Ma, H Zhou, W Zeng
Computers and Electronics in Agriculture 168, 105115, 2020
1232020
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