Bayesian inference and predictive performance of soil respiration models in the presence of model discrepancy

Mathematics

• Respiration 100%
• Soil 76%
• Bayesian inference 68%
• Discrepancy 64%
• Data Model 56%
• Performance 38%
• Temporal Correlation 22%
• Model 21%
• Carbon 17%
• Heteroscedasticity 17%
• Autocorrelation 14%
• Soil Moisture 13%
• Model Complexity 9%
• Spatial Correlation 9%
• Modeling 9%
• Fidelity 8%
• Degradation 8%
• Gaussian Noise 8%
• Cross-validation 8%
• Likelihood Function 7%
• Model Selection 7%
• Biased 6%
• Identically distributed 6%
• Estimate 6%
• Inversion 6%
• Uncertainty 6%
• Prediction 5%

Engineering & Materials Science

• Data structures 52%
• Soils 50%
• Autocorrelation 19%
• Moisture control 14%
• Carbon 13%
• Soil moisture 12%
• Degradation 6%
• Uncertainty 5%

Earth & Environmental Sciences

• soil respiration 72%
• autocorrelation 7%
• carbon 4%
• parameter 3%
• modeling 3%
• soil moisture 3%
• inversion 2%
• degradation 2%
• prediction 1%
• distribution 1%
• analysis 1%