NP8.1/AS5.22/CL2.23/OS4.22NP8.1/ AS5.22/ CL2.23/ OS4.22

Hybrid data-based/dynamical modeling of environmental flows (co-organized) 
Convener: Henk A. Dijkstra  | Co-conveners: Boyko Dodov , Christian Lessig , Themis Sapsis 
Many recent studies in modeling environmental flows
are centered around the idea of data-based modeling (e.g, machine learning, etc.)
with applications to many areas of the geosciences. A promising new direction
is combining these data-based approaches with more traditional dynamical
modeling. An example is the use of atmospheric dynamical models where
the small-scale processes are represented by data-based models.
This session is aimed at contributions on such hybrid
approaches to model environmental flows, in particular with
applications in climate (ocean/atmosphere) and hydrology.