Data splitting strategies for improving data driven models for reference evapotranspiration estimation among similar stations.
Jalal ShiriPau MartíSepideh KarimiGorka LanderasPublished in: Comput. Electron. Agric. (2019)
Keyphrases
- data driven
- experimental data
- data analysis
- database
- statistical methods
- data sets
- image data
- accurate models
- data collection
- historical data
- original data
- data distribution
- training data
- data model
- empirical data
- data structure
- spatial data
- synthetic data
- data sources
- data processing
- small number
- parameter estimation
- data objects
- data mining tools
- predictive model
- probability distribution
- parametric models
- prior knowledge
- learning models
- data quality
- raw data
- high quality
- statistical models
- data mining techniques
- xml documents
- high dimensional