Suitability of the height above nearest drainage (HAND) model for flood inundation mapping in data-scarce regions: a comparative analysis with hydrodynamic models.
Navin Tony ThalakkottukaraJobin ThomasMelanie Kueber WatkinsBenjamin C. HollandThomas OommenHimanshu GroverPublished in: Earth Sci. Informatics (2024)
Keyphrases
- experimental data
- accurate models
- prior knowledge
- probabilistic model
- data sets
- learned models
- learning models
- training data
- predictive model
- models built
- empirical data
- database
- computational model
- input data
- subject specific
- statistical model
- data points
- statistical methods
- data collection
- explanatory variables
- discrete data
- probability distribution
- statistical models
- relational models
- historical data
- hybrid model
- hidden variables
- dimensional vector
- data analysis
- network structure
- test data
- image data
- regression model
- linear model
- autoregressive
- data sources
- analytical model
- metamodel
- measured data
- simulation data
- mathematical model
- data structure
- artificial neural networks
- process model
- modeling framework
- neural network model
- computational models
- prediction model