Junliang Fan
Junliang Fan
Professor of Agricultural Soil and Water Engineering, Northwest A&F University
Verified email at nwafu.edu.cn - Homepage
Title
Cited by
Cited by
Year
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
1722018
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
1212018
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
1172019
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
822016
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
782019
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
772018
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
692018
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
682019
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
662019
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
662019
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
632014
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
602014
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
562018
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
532018
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
522013
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
502020
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
452019
Daily pan evaporation modeling from local and cross-station data using three tree-based machine learning models
X Lu, Y Ju, L Wu, J Fan, F Zhang, Z Li
Journal of Hydrology 566, 668-684, 2018
452018
Spatial variability of throughfall and stemflow in an exotic pine plantation of subtropical coastal Australia
J Fan, KT Oestergaard, A Guyot, DG Jensen, DA Lockington
Hydrological Processes 29 (5), 793-804, 2015
452015
Quantifying spatiotemporal dynamics of root-zone soil water in a mixed forest on subtropical coastal sand dune using surface ERT and spatial TDR
J Fan, A Scheuermann, A Guyot, T Baumgartl, DA Lockington
Journal of Hydrology 523, 475-488, 2015
442015
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Articles 1–20