Automating calibration, sensitivity and uncertainty analysis of complex models using the R package Flexible Modeling Environment (FME): SWAT as an example.
Yiping WuShuguang LiuPublished in: Environ. Model. Softw. (2012)
Keyphrases
- model validation
- complex systems
- data analysis
- mathematical modeling
- dynamic bayesian networks
- real world
- data driven approaches
- model construction
- changing environment
- parameter estimation
- experimental data
- complex environments
- high level
- modeling framework
- physical processes
- data sets
- probabilistic model
- data acquisition
- sensitivity analysis
- bayesian networks
- decision making
- probability theory
- agent based models
- computer vision
- data mining