Fucang Zhang

Overview

Best Publications

• 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;Hanmi Zhou

  670
  Citations

• 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;Lifeng Wu;Fucang Zhang

  506
  Citations

• 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;Fucang Zhang

  397
  Citations

• Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China

  Junliang Fan;Lifeng Wu;Lifeng Wu;Fucang Zhang;Huanjie Cai

  303
  Citations

• The Effects of Mulch and Nitrogen Fertilizer on the Soil Environment of Crop Plants

  Xiukang Wang;Junliang Fan;Yingying Xing;Guoce Xu

  288
  Citations

• 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;Junliang Fan

  232
  Citations

• Climate change effects on reference crop evapotranspiration across different climatic zones of China during 1956–2015

  Junliang Fan;Lifeng Wu;Fucang Zhang;Youzhen Xiang

  196
  Citations

• Estimation of daily maize transpiration using support vector machines, extreme gradient boosting, artificial and deep neural networks models

  Junliang Fan;Jing Zheng;Lifeng Wu;Lifeng Wu;Fucang Zhang

  194
  Citations

• Optimizing biochar application to improve soil physical and hydraulic properties in saline-alkali soils.

  Jiaping Liang;Yi Li;Bingcheng Si;Yanzi Wang

  190
  Citations

• Hybrid support vector machines with heuristic algorithms for prediction of daily diffuse solar radiation in air-polluted regions

  Junliang Fan;Lifeng Wu;Xin Ma;Hanmi Zhou

  178
  Citations

• Determining irrigation amount and fertilization rate to simultaneously optimize grain yield, grain nitrogen accumulation and economic benefit of drip-fertigated spring maize in northwest China

  Fulai Yan;Fucang Zhang;Xingke Fan;Junliang Fan

  169
  Citations

• Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China

  Junliang Fan;Lifeng Wu;Fucang Zhang;Huanjie Cai

  167
  Citations

• Optimization of drip irrigation and fertilization regimes for high grain yield, crop water productivity and economic benefits of spring maize in Northwest China

  Haiyang Zou;Junliang Fan;Fucang Zhang;Youzhen Xiang

  166
  Citations

• Daily reference evapotranspiration prediction based on hybridized extreme learning machine model with bio-inspired optimization algorithms: Application in contrasting climates of China

  Lifeng Wu;Hanmi Zhou;Xin Ma;Junliang Fan

  155
  Citations

• New combined models for estimating daily global solar radiation based on sunshine duration in humid regions: A case study in South China

  Junliang Fan;Xiukang Wang;Lifeng Wu;Lifeng Wu;Fucang Zhang

  152
  Citations

• 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 regions

  Lifeng Wu;Lifeng Wu;Guomin Huang;Junliang Fan;Fucang Zhang

  147
  Citations

• Evaluation and development of temperature-based empirical models for estimating daily global solar radiation in humid regions

  Junliang Fan;Baiquan Chen;Lifeng Wu;Lifeng Wu;Fucang Zhang

  146
  Citations

• Nitrogen fertilizer management effects on soil nitrate leaching, grain yield and economic benefit of summer maize in Northwest China

  Junsheng Lu;Tiantian Hu;Baocheng Zhang;Li Wang

  142
  Citations

• Multi-objective optimization of water and fertilizer management for potato production in sandy areas of northern China based on TOPSIS

  Haidong Wang;Xiukang Wang;Lifei Bi;Ying Wang

  140
  Citations

• Effects of plant density, nitrogen rate and supplemental irrigation on photosynthesis, root growth, seed yield and water-nitrogen use efficiency of soybean under ridge-furrow plastic mulching

  Unknown

  138
  Citations

• Yield and water productivity of crops, vegetables and fruits under subsurface drip irrigation: A global meta-analysis

  Unknown

  137
  Citations

• Rainfall partitioning into throughfall, stemflow and interception loss by maize canopy on the semi-arid Loess Plateau of China

  Jing Zheng;Junliang Fan;Fucang Zhang;Shicheng Yan

  126
  Citations

• Effects of water and fertilizer management on grain filling characteristics, grain weight and productivity of drip-fertigated winter wheat

  Shicheng Yan;You Wu;Junliang Fan;Fucang Zhang

  120
  Citations

• Daily pan evaporation modeling from local and cross-station data using three tree-based machine learning models

  Xianghui Lu;Yan Ju;Lifeng Wu;Lifeng Wu;Junliang Fan

  115
  Citations

• Interactive effects of mulching practice and nitrogen rate on grain yield, water productivity, fertilizer use efficiency and greenhouse gas emissions of rainfed summer maize in northwest China

  Jing Zheng;Jing Zheng;Junliang Fan;Fucang Zhang;Jinjin Guo

  114
  Citations

• Blending urea and slow-release nitrogen fertilizer increases dryland maize yield and nitrogen use efficiency while mitigating ammonia volatilization.

  Jinjin Guo;Junliang Fan;Fucang Zhang;Shicheng Yan

  110
  Citations

• Benefits of CO2 enrichment on crop plants are modified by soil water status

  Shaozhong Kang;Fucang Zhang;Xiaotao Hu;Jianhua Zhang

  108
  Citations

• Crop yield and water productivity under salty water irrigation: A global meta-analysis

  Minghui Cheng;Haidong Wang;Junliang Fan;Xiukang Wang

  107
  Citations