NG011:
Stochastic Modelling in Atmosphere, Ocean, and Climate Dynamics





Session ID#: 22481

Session Description:
Stochastic approaches are increasingly important in atmosphere, ocean, and climate science.  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.
Primary Convener:  Paul Williams, University of Reading, Meteorology, Reading, United Kingdom
Conveners:  Cecile Penland, Physical Sciences Division, Boulder, CO, United States, Juan M Restrepo, Oregon State University, Mathematics, Corvallis, OR, United States and Aneesh Subramanian, University of Oxford, Oxford, United Kingdom
Co-Organized with:
Nonlinear Geophysics, Atmospheric Sciences, Global Environmental Change, Hydrology, and Ocean Sciences
Index Terms:

3265 Stochastic processes [MATHEMATICAL GEOPHYSICS]
3337 Global climate models [ATMOSPHERIC PROCESSES]
3367 Theoretical modeling [ATMOSPHERIC PROCESSES]
4532 General circulation [OCEANOGRAPHY: PHYSICAL]

Abstracts Submitted to this Session:

Hannah Mary Christensen, National Center for Atmospheric Research, Boulder, CO, United States, Andrew Dawson, European Center for Medium-Range Weather Forecasts, Reading, United Kingdom and Tim Palmer, University of Oxford, Oxford, United Kingdom
Isidora Jankov, NOAA Boulder, Boulder, CO, United States and Jeff Beck, Jamie Wolff, Michelle Harold, Georg Grell, Joseph Olson, Tatiana Smirnova, Judith Berner, John Brown, Curtis Alexander, and Stanley Nemjamin
Julian David Rojo Hernandez1, Upmanu Lall2 and Oscar J Mesa1, (1)National University of Colombia, Bogotá, Colombia, (2)Columbia Univ, New York, NY, United States
Deepak Narayanan Subramani, Patrick Haley Jr and Pierre F J Lermusiaux, Massachusetts Institute of Technology, Cambridge, MA, United States
Judith Berner1, Hannah Mary Christensen1 and Prashant D Sardeshmukh2, (1)National Center for Atmospheric Research, Boulder, CO, United States, (2)CIRES, Boulder, CO, United States
Evgeny M Loskutov1, Dmitry Mukhin1, Andrey Gavrilov2 and Alexander Feigin1, (1)Institute of Applied Physics RAS, Nizhny Novgorod, Russia, (2)Institute of Applied Physics of RAS, Nizhny Novgorod, Russia
Jaewon Jung1, Hung Soo Kim2, Hong jun Joo2 and Daegun Han2, (1)Inha Uiversity, Inha Uiversity, Incheon, South Korea, (2)Inha University, Incheon, Korea, Republic of (South)
Dmitri A Kondrashov, University of California Los Angeles, Atmos. Sci, Los Angeles, CA, United States and Mickael Chekroun, University of California Los Angeles, Los Angeles, CA, United States
Martin Dubrovsky1, Radan Huth2, Mathias Walter Rotach3 and Hetal Dabhi3, (1)Institute of Atmospheric Physics CAS, Prague, Czech Republic, (2)Faculty of Science, Charles University, Dept. of Physical Geography and Geoecology, Prague, Czech Republic, (3)Innsbruck University, Institute of Atmospheric and Cryospheric Sciences, Innsbruck, Austria
Alexander M Feigin, Dmitry Mukhin, Andrey Gavrilov, Alexey Seleznev and Evgeny Loskutov, Institute of Applied Physics RAS, Nizhny Novgorod, Russia
Michael Ghil, University of California Los Angeles, Atmos. Sci, Los Angeles, CA, United States, Stefano Pierini, Univ. of Naples Parthenope, Napoli, Italy and Mickael Chekroun, University of California Los Angeles, Los Angeles, CA, United States
Cary Lynch1, Corinne Hartin1, Ben Kravitz1, Robert P Link2 and Ben P Bond-Lamberty2, (1)Joint Global Change Research Institute, College Park, MD, United States, (2)Joint Global Change Research Institute at the University of Maryland, Pacific Northwest National Laboratory, College Park, MD, United States
Jan P Viebahn1,2, Daan Crommelin1 and Hendrik A Dijkstra2, (1)CWI, Amsterdam, Netherlands, (2)IMAU - Institute for Marine and Atmospheric Research Utrecht, Physics, Utrecht, Netherlands
Aleksei Seleznev, Dmitry Mukhin, Andrey Gavrilov, Evgeny Loskutov and Alexander Feigin, Institute of Applied Physics RAS, Nizhny Novgorod, Russia
Daniela Faggiani Dias1, Aneesh C Subramanian2, Laure Zanna3 and Arthur J Miller1, (1)Scripps Institution of Oceanography, La Jolla, CA, United States, (2)University of California San Diego, La Jolla, CA, United States, (3)University of Oxford, Dept of Physics, Oxford, United Kingdom
Nicholas Wynn Watkins1,2, Sandra C Chapman2, Aleksei Chechkin3, Ian Ford4, Rainer Klages5 and David Alan Stainforth6, (1)London School of Economics, CATS, London, United Kingdom, (2)University of Warwick, Coventry, United Kingdom, (3)Akhiezer Institute of Theoretical Physics,, Kharkiv, Ukraine, (4)University College London, London, United Kingdom, (5)Queen Mary University of London, London, United Kingdom, (6)London School of Economics, GRI and CATS, London, United Kingdom
Ana Claudia Callau Poduje, Sören Leimbach and Uwe Haberlandt, Institute of Hydrology and Water Resources Management - Leibniz University of Hannover, Hannover, Germany
Dmitry Mukhin1, Andrey Gavrilov1, Evgeny M Loskutov1, Alexander M Feigin1 and Juergen Kurths2, (1)Institute of Applied Physics of RAS, Nizhny Novgorod, Russia, (2)Potsdam Institute for Climate Impact Research, Potsdam, Germany
Sandra C Chapman1, David Alan Stainforth2 and Nicholas Wynn Watkins1,3, (1)University of Warwick, Coventry, United Kingdom, (2)London School of Economics, GRI and CATS, London, United Kingdom, (3)London School of Economics, CATS, London, United Kingdom
Cecile Penland, Physical Sciences Division, Boulder, CO, United States
Bidyut Bikash Goswami1, Boualem Khouider2, R Phani Murali Krishna3, Parthasarathi Mukhopadhyay3 and Andrew Majda4, (1)New York University Abu Dhabi, Centre for Prototype Climate Modelling, Abu Dhabi, United Arab Emirates, (2)University of Victoria, Mathematics and Statistics, Victoria, BC, Canada, (3)Indian Institute of Tropical Meteorology, Pune, India, (4)Courant Institute-NYU, New York, NY, United States
Valentin Resseguier1, Etienne Memin2, Bertrand Chapron3 and Baylor Fox-Kemper1, (1)Brown University, Providence, RI, United States, (2)Inria/Irstea/IRMAR, Fluminance, Rennes, France, (3)IFREMER, Plouzané, France
Ian Grooms, University of Colorado Boulder, Boulder, CO, United States and William Kleiber, University of Colorado, Boulder, CO, United States
Sulian Thual, Courant Institute of Mathematical Sciences, NEW YORK, NY, United States, Andrew Majda, Courant Institute-NYU, New York, NY, United States, Nan Chen and Department of Mathematics, and Center for Atmosphere Ocean Science, Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, New York, NY 10012 USA
Juan M Restrepo, Oregon State University, Mathematics, Corvallis, OR, United States; Oregon State University, Corvallis, OR, United States, Jorge M Ramirez, Universidad Nacional de Colombia, Sede Medellin, Antioquia, Colombia, Luc Deike, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, United States and Kenneth Melville, Scripps Institution of Oceanography, UCSD, La Jolla, CA, United States
Robert Webber, David Ariel Plotkin, Dorian S Abbot and Jonathan Weare, University of Chicago, Chicago, IL, United States