Rice Yield Prediction and Model Interpretation Based on Satellite and Climatic Indicators Using a Transformer Method.
Yuanyuan LiuShaoqiang WangJinghua ChenBin ChenXiaobo WangDongze HaoLeigang SunPublished in: Remote. Sens. (2022)
Keyphrases
- prediction model
- mathematical model
- statistical model
- cost function
- theoretical analysis
- study proposes
- linear model
- objective function
- prior knowledge
- probabilistic model
- high order
- classification method
- similarity measure
- network model
- evaluation method
- detection method
- high level
- em algorithm
- segmentation method
- evaluation model
- modeling method
- linear regression model
- high accuracy
- prior information
- parameter estimation
- significant improvement
- reconstruction method
- regression analysis
- monte carlo simulation
- probability distribution
- prediction algorithm
- test data
- statistical methods
- regression model
- bayesian networks
- classification algorithm
- linear regression
- optimization method
- predictive model
- sensitivity analysis
- multiple linear regression
- estimation algorithm
- gaussian distribution
- bp neural network
- maximum likelihood