Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions
Nanchang Institute of Technology · Farmland Irrigation Research Institute · +4 more institutions
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Abstract
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Citation impact
531
total citations
- FWCI
- 24.58
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- 100%
- References
- 60
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Authors
8- GHGuomin Huang
Nanchang Institute of Technology, Farmland Irrigation Research Institute
- LWLifeng WuCorresponding
Farmland Irrigation Research Institute, Nanchang Institute of Technology
- XMXin Ma
Southwest University of Science and Technology
- WZWeiqiang ZhangCorresponding
Farmland Irrigation Research Institute
- JFJunliang Fan
Northwest A&F University
Topics & keywords
Topics
Keywords
- Evapotranspiration
- Support vector machine
- Categorical variable
- Mean squared error
- Wind speed
- Irrigation scheduling
- Gradient boosting
- Random forest
UN Sustainable Development Goals
- Clean water and sanitation
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