Modeling the leaf area index of inner mongolia grassland based on machine learning regression algorithms incorporating empirical knowledge

HIGHLIGHTS

• who: Beibei Shen and colleagues from the Institute of Resources and Regional Planning, Chinese Academy of Sciences, Beijing, China College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China have published the research work: Modeling the Leaf Area Index of Inner Mongolia Grassland Based on Machine Learning Regression Algorithms Incorporating Empirical Knowledge, in the Journal: (JOURNAL)
• what: The authors aimed to improve the LAI inversion model of Inner Mongolia grassland based on MLAs Firstly the authors used the ANNR SVR and RFR approaches respectively to rank the input variables including vegetation indices climate factors soil . . .
  

   

  

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