H047
Accounting for Heterogeneity and Uncertainty in Reactive Transport Processes
Accounting for Heterogeneity and Uncertainty in Reactive Transport Processes
Session ID#: 161136
Session Description:
Chemical reactions are often highly nonlinear and kinetically-controlled. Because of this, small fluctuations from mean concentrations can drive overall reaction rates and lead to areas of accelerated production (hot spots). Many models of reactive transport processes in natural settings, including crustal, surface and subsurface freshwater, oceans, and the atmosphere, are often based on idealized or homogenized conceptual models. Fluctuations below the level of homogenization (i.e., the sub-grid) are often ignored, as this type of simplifications is often necessary to close the system of equations but are in stark contrast to reality. Natural flow systems involve multi-scale, evolving heterogeneity structures, and chemical heterogeneities that are challenging to adequately describe using sparse data. This session explores progress, challenges, and recent successes in characterizing, describing, and modeling heterogeneities across all scales, and the tradeoffs between parsimony and uncertainty. We welcome contributions involving field data, numerical simulations, and novel theoretical models for flow, transport, and reaction processes. Presenters are strongly encouraged to include examples or case studies that involve realistic heterogeneities and to offer guidance regarding how to deal with heterogeneity and uncertainty in their chosen setting.
Co-Organized:
- A - Atmospheric Sciences
Index Terms:
0305 Aerosols and particles [ATMOSPHERIC COMPOSITION AND STRUCTURE]
0412 Biogeochemical kinetics and reaction modeling [BIOGEOSCIENCES]
1009 Geochemical modeling [GEOCHEMISTRY]
1806 Chemistry of fresh water [HYDROLOGY]
Primary Convener: David Andrew Benson, Colorado School of Mines, Hydrologic Science and Engineering, Golden, CO, United States
Conveners: Michael Schmidt, Sandia National Laboratories, Albuquerque, NM, United States and Nick Engdahl, Washington State University, Civil and Environmental Engineering, Pullman, WA, United States
Student/Early Career Convener: Michael Schmidt, Sandia National Laboratories, Albuquerque, NM, United States
See more of: Hydrology
