A data-based mechanistic assimilation method to estimate time series LAI.
Hongmin ZhouPing ChenJindi WangShunlin LiangLibiao GuoKai ZhangPublished in: IGARSS (2013)
Keyphrases
- synthetic data
- input data
- data sets
- data collection
- test data
- prior knowledge
- noisy data
- missing data
- correlation analysis
- high quality
- multivariate data
- multivariate time series
- prior information
- statistical methods
- data points
- high accuracy
- training data
- database
- detection method
- training samples
- data analysis
- data structure
- neural network
- image data
- high dimensional data
- probability distribution
- data sources
- significant improvement
- xml documents
- information technology
- information loss
- objective function
- estimation process
- similarity measure
- parameter estimates
- rare events