[Stoch] AGU session on stochastic modeling
Cecile Penland - NOAA Federal
cecile.penland at noaa.gov
Sat Jun 15 09:28:40 MDT 2019
Please consider submitting an abstract to NG009: Stochastic Modelling in
Atmosphere,
Ocean, and Climate Dynamics through the following website:
https://agu.confex.com/agu/fm19/prelim.cgi/Session/71689.
The abstract is as follows:
Stochastic approaches are increasingly important in atmosphere,
ocean, and climate science. Forecasting the state of the atmosphere-
ocean-ice-land system in the presence of uncertainty is one of the
most important aspects of Earth system science. One of the challenges in
Earth system forecasting is to provide accurate probabilistic predictions.
Stochasticity can be applied across all levels of model complexity, from
conceptual toy models to general circulation models and Earth-system
models. In these approaches, critical but unresolved or poorly understood
processes are modeled stochastically. Recent progress has been made in
stochastic modeling of precipitation, clouds, gravity waves, ocean eddies,
and land-ice and sea-ice processes, as well as in hydromechanics and
sub-surface hydrology. However, applications of increasing complexity
require new and sophisticated numerical and computational tools and
data assimilation techniques. This session aims at bringing together the
mathematical, statistical, and geophysical communities. It welcomes
submissions related to stochastic processes in meteorology,
oceanography, and climate science, including discussion of new modeling
techniques, stochastic parameterization schemes, and data-driven
stochastic modeling.
All the best,
The Conveners.
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