Information Theory for Model Diagnostics: Structural Error is Indicated by Trade-Off Between Functional and Predictive Performance

Keyphrases

• AmeriFlux 20%
• Complex System Model 20%
• Concept Base 20%
• Ecohydrology 40%
• Emergent Properties 20%
• Functional Error 20%
• Functional Performance 100%
• Information Theory 100%
• Leveling Errors 20%
• Model Adequacy 20%
• Model Diagnostics 100%
• Model Prediction 20%
• Parameter Variation 20%
• Pareto 20%
• Performance Prediction 100%
• Predictive Error 20%
• Process Error 20%
• Process Level 20%
• Process-based 20%
• Real System 20%
• Reliable Indicator 20%
• Right Reason 20%
• Scientific Learning 20%
• Sensible Heat Flux 20%
• Sensitivity Analysis 20%
• Solar Radiation 20%
• Structural Error 100%

Engineering

• Adequate Model 33%
• Functional Performance 100%
• Heat Flux 33%
• Model Prediction 33%
• Model System 66%
• Parameter Variation 33%
• Real System 33%
• Sensible Heat 33%
• Solar Radiation 33%

Chemical Engineering

• Heat Flux 100%