Time-series analysis of Sentinel-1/2 data for flood detection using a discrete global grid system and seasonal decomposition.
Florian FichtnerNico ManderyMarc WielandSandro GrothSandro MartinisTorsten RiedlingerPublished in: Int. J. Appl. Earth Obs. Geoinformation (2023)
Keyphrases
- data sets
- data collection
- database
- data processing
- data analysis
- complex data
- data structure
- synthetic data
- missing data
- sensor data
- long term
- training data
- databases
- global information
- automatic detection
- raw data
- false positives
- data transfer
- global scale
- high dimensional data
- input data
- object detection
- small number
- knowledge discovery
- data points
- probability distribution
- high quality
- feature selection