State and parameter estimation of the AquaCrop model for winter wheat using sensitivity informed particle filter.
Tianxiang ZhangJinya SuCunjia LiuWen-Hua ChenPublished in: Comput. Electron. Agric. (2021)
Keyphrases
- parameter estimation
- particle filter
- estimation problems
- em algorithm
- parameter estimation algorithm
- maximum likelihood
- least squares
- state space
- kalman filter
- markov random field
- model selection
- state estimation
- object tracking
- random fields
- data mining
- machine learning
- observation model
- parameter estimates
- likelihood function
- closed form
- particle filtering
- experimental data
- human body
- clustering algorithm
- prior knowledge
- expectation maximization
- probabilistic model
- probability distribution