Mapping LAI and chlorophyll content from at-sensor APEX data using a Bayesian optimisation of a coupled canopy-atmosphere model.
Valerie C. E. LaurentWout VerhoefMichael E. SchaepmanAlexander DammJan G. P. W. CleversPublished in: IGARSS (2012)
Keyphrases
- data sets
- experimental data
- simulation data
- computational model
- input data
- sensor data
- probability distribution
- test data
- database
- training data
- prior knowledge
- maximum likelihood
- high dimensional data
- sensory data
- network structure
- multimedia data
- raw data
- measured data
- data processing
- knowledge discovery
- data points
- social media
- high level
- model selection
- data collection
- mathematical model
- image data
- probabilistic model
- data analysis
- prior information
- empirical data
- bayesian methods
- data structure
- multimedia