Predicting Sugarcane Yield via the Use of an Improved Least Squares Support Vector Machine and Water Cycle Optimization Model
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- Verma, Amit Kumar & Garg, Pradeep Kumar & Prasad, K.S. Hari & Dadhwal, Vinay Kumar, 2023. "Variety-specific sugarcane yield simulations and climate change impacts on sugarcane yield using DSSAT-CSM-CANEGRO model," Agricultural Water Management, Elsevier, vol. 275(C).
- Jessica Lima Viana & Jorge Luiz Moretti de Souza & Aaron Kinyu Hoshide & Ricardo Augusto de Oliveira & Daniel Carneiro de Abreu & Wininton Mendes da Silva, 2023. "Estimating Sugarcane Yield in a Subtropical Climate Using Climatic Variables and Soil Water Storage," Sustainability, MDPI, vol. 15(5), pages 1-18, February.
- Sindhu, Raveendran & Gnansounou, Edgard & Binod, Parameswaran & Pandey, Ashok, 2016. "Bioconversion of sugarcane crop residue for value added products – An overview," Renewable Energy, Elsevier, vol. 98(C), pages 203-215.
- Qin, Nianxiu & Lu, Qinqin & Fu, Guobin & Wang, Junneng & Fei, Kai & Gao, Liang, 2023. "Assessing the drought impact on sugarcane yield based on crop water requirements and standardized precipitation evapotranspiration index," Agricultural Water Management, Elsevier, vol. 275(C).
- Senzheng Chen & Huichun Ye & Chaojia Nie & Hongye Wang & Jingjing Wang, 2023. "Research on the Assessment Method of Sugarcane Cultivation Suitability in Guangxi Province, China, Based on Multi-Source Data," Agriculture, MDPI, vol. 13(5), pages 1-17, April.
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crop production; agricultural production; artificial intelligence; machine learning; parameter optimization; sensitivity analysis;All these keywords.
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