The Hydrologic Uncertainty Technical committee’s mission includes three “big research questions”. The first is “How to improve the credibility and computational efficiency of approaches and tools for characterizing uncertainty in both natural and engineered hydrologic processes?” We’ve put together a list of sessions that emphasizes this research problem.
Uncertainty and Sensitivity Analysis: Methodological Advances
H044 – Diagnostics, Sensitivity, and Uncertainty Analysis of Earth, Hydrologic and Environmental Models, Including Multiple Hypotheses and Extremes
https://agu.confex.com/agu/fm19/prelim.cgi/Session/85481
H002 – Advances and Applications of Data Integration, Inverse Methods, and Machine Learning in Hydrogeophysics
https://agu.confex.com/agu/fm19/prelim.cgi/Session/71766
Domain-specific problems
A069 – Extreme Weather Events: Forecast skill, Uncertainty Quantification and Impact Modeling
https://agu.confex.com/agu/fm19/prelim.cgi/Session/80909
H071 – Heterogeneity, upscaling and uncertainty quantification in subsurface flow and transport
https://agu.confex.com/agu/fm19/prelim.cgi/Session/76176
B078 – Multi-hypothesis studies of ecological and hydrological systems
https://agu.confex.com/agu/fm19/prelim.cgi/Session/82170
In other fields
NG001 – Advances in Data Assimilation, Predictability and Uncertainty Quantification
https://agu.confex.com/agu/fm19/prelim.cgi/Session/72944[CX1]
GC047 – Interpretation and Uncertainty Quantification of Climate, Earth System, and Integrated Assessment Models
https://agu.confex.com/agu/fm19/prelim.cgi/Session/72457
NG011 – Uncertainty Quantification and Error Characterization in Remote Sensing
https://agu.confex.com/agu/fm19/prelim.cgi/Session/76526
V055 – Volcanic Hazard Modeling, Risk Assessment and Uncertainty Quantification
https://agu.confex.com/agu/fm19/prelim.cgi/Session/78179
SM039 – Uncertainty Quantification and Statistical Best Practices for Space Weather
https://agu.confex.com/agu/fm19/prelim.cgi/Session/78947
G004 – Geodetic InSAR Time-series Analysis; Applications and Uncertainty Quantification
https://agu.confex.com/agu/fm19/prelim.cgi/Session/82055
A010 – Assessing Atmospheric Instrumental Uncertainty and Measurement Consistency
https://agu.confex.com/agu/fm19/prelim.cgi/Session/76153
NH033 – Quantifying Uncertainty in Probabilistic Storm Surge Estimates – Recent Advances in Research and Applications
https://agu.confex.com/agu/fm19/prelim.cgi/Session/83417
GC087 – Uncertainty in Recent and Future Sea-Level Change
https://agu.confex.com/agu/fm19/prelim.cgi/Session/76965