Machine learning methods' performance in radiative transfer model inversion to retrieve plant traits from Sentinel-2 data of a mixed mountain forest.
Abebe Mohammed AliRoshanak DarvishzadehAndrew K. SkidmoreTawanda W. GaraMarco HeurichPublished in: Int. J. Digit. Earth (2021)
Keyphrases
- machine learning methods
- experimental data
- statistical methods
- data sets
- database
- data collection
- test data
- data structure
- expert knowledge
- raw data
- data analysis
- similarity measure
- measured data
- missing data
- computational model
- synthetic data
- simulation data
- input data
- probability distribution
- prior knowledge
- high quality
- machine learning
- labeled data
- image data
- data sources
- training data
- empirical data
- high level
- data points
- high dimensional
- objective function
- data quality
- learning models