A simple and fast method to downscale chemistry transport model output fields from the regional to the urban/district scale.
Bertrand BessagnetEnrico PisoniAlexander de MeijLaurent LétinoisPhilippe ThunisPublished in: Environ. Model. Softw. (2023)
Keyphrases
- prior knowledge
- mathematical model
- theoretical analysis
- cost function
- probabilistic model
- similarity measure
- statistical model
- input data
- markov model
- network model
- sensitivity analysis
- linear regression
- parameter estimation
- classification method
- objective function
- prediction model
- study proposes
- evaluation model
- optimization method
- analytical model
- detection method
- high order
- hybrid method
- hybrid model
- bayesian framework
- linear model
- high accuracy
- bp neural network
- evaluation method
- energy function
- computer vision
- reconstruction method
- preprocessing
- dynamic programming
- parameter space
- prior information
- clustering method
- kalman filter
- tree structure
- gaussian distribution
- medical images
- em algorithm
- regression analysis
- pairwise
- closed form
- modeling method