Development of a computationally efficient floodplain ecological response model for large-scale, data-sparse riparian environments.
Jin TengBarry F. W. CrokeD. TanTakuya IwanagaAnthony J. JakemanCarmel A. PollinoDanial S. StratfordJai VazeW. DawesP. BridgemanAshmita SenguptaPublished in: Ecol. Informatics (2023)
Keyphrases
- experimental data
- computationally efficient
- prior knowledge
- data sets
- input data
- simulation data
- measured data
- sparse data
- test data
- database
- predictive model
- raw data
- synthetic data
- expert knowledge
- knowledge discovery
- management system
- training data
- data collection
- sensor data
- data analysis
- missing data
- original data
- high level
- probability distribution
- statistical analysis
- statistical model
- learned models
- data sources
- empirical data
- xml documents
- high dimensional data
- neural network
- real world
- data structure
- learning models
- data points
- statistical methods
- objective function
- data processing
- bayesian networks