Understanding the distinctively skewed and heavy tailed character of atmospheric and oceanic probability distributions

Sardeshmukh, Prashant D.; Penland, Cécile

doi:10.1063/1.4914169

Title: Understanding the distinctively skewed and heavy tailed character of atmospheric and oceanic probability distributions

Journal Article · Tue Mar 10 00:00:00 EDT 2015 · Chaos: An Interdisciplinary Journal of Nonlinear Science

DOI:https://doi.org/10.1063/1.4914169· OSTI ID:1228235

Sardeshmukh, Prashant D. ^[1]; Penland, Cécile ^[2]

CIRES, University of Colorado, Boulder, Colorado 80309, USA, NOAA/Earth System Research Laboratory, Boulder, Colorado 80305, USA
NOAA/Earth System Research Laboratory, Boulder, Colorado 80305, USA

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Sponsoring Organization:: USDOE

Grant/Contract Number:: SC0006965

OSTI ID:: 1228235

Journal Information:: Chaos: An Interdisciplinary Journal of Nonlinear Science, Journal Name: Chaos: An Interdisciplinary Journal of Nonlinear Science Vol. 25 Journal Issue: 3; ISSN 1054-1500

Publisher:: American Institute of PhysicsCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 27 works

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References (28)

Stochastic models of chaotic systems Leith, C. E. Physica D: Nonlinear Phenomena, Vol. 98, Issue 2-4 https://doi.org/10.1016/0167-2789(96)00107-8	journal	November 1996
Stochastic Parameterization Schemes for Use in Realistic Climate Models Culina, Joel; Kravtsov, Sergey; Monahan, Adam H. Journal of the Atmospheric Sciences, Vol. 68, Issue 2 https://doi.org/10.1175/2010JAS3509.1	journal	February 2011
An Empirical Benchmark for Decadal Forecasts of Global Surface Temperature Anomalies Newman, Matthew Journal of Climate, Vol. 26, Issue 14 https://doi.org/10.1175/JCLI-D-12-00590.1	journal	July 2013
Reconciling Non-Gaussian Climate Statistics with Linear Dynamics Sardeshmukh, Prashant D.; Sura, Philip Journal of Climate, Vol. 22, Issue 5 https://doi.org/10.1175/2008JCLI2358.1	journal	March 2009
A Note on Skewness and Kurtosis Wilkins, J. Ernest The Annals of Mathematical Statistics, Vol. 15, Issue 3 https://doi.org/10.1214/aoms/1177731243	journal	September 1944
Efficient Approximate Techniques for Integrating Stochastic Differential Equations Hansen, James A.; Penland, Cecile Monthly Weather Review, Vol. 134, Issue 10 https://doi.org/10.1175/MWR3192.1	journal	October 2006
A Linear Theory of Extratropical Synoptic Eddy Statistics Whitaker, Jeffrey S.; Sardeshmukh, Prashant D. Journal of the Atmospheric Sciences, Vol. 55, Issue 2 https://doi.org/10.1175/1520-0469(1998)055<0237:ALTOES>2.0.CO;2	journal	January 1998
Numerical Treatment of Stochastic Differential Equations Rüemelin, W. SIAM Journal on Numerical Analysis, Vol. 19, Issue 3 https://doi.org/10.1137/0719041	journal	June 1982
A Spectral Stochastic Kinetic Energy Backscatter Scheme and Its Impact on Flow-Dependent Predictability in the ECMWF Ensemble Prediction System Berner, J.; Shutts, G. J.; Leutbecher, M. Journal of the Atmospheric Sciences, Vol. 66, Issue 3 https://doi.org/10.1175/2008JAS2677.1	journal	March 2009
Parameterizing subgrid-scale eddy effects using energetically consistent backscatter Jansen, Malte F.; Held, Isaac M. Ocean Modelling, Vol. 80 https://doi.org/10.1016/j.ocemod.2014.06.002	journal	August 2014
A Global View of Non-Gaussian SST Variability Sura, Philip; Sardeshmukh, Prashant D. Journal of Physical Oceanography, Vol. 38, Issue 3 https://doi.org/10.1175/2007JPO3761.1	journal	March 2008
The skill of atmospheric linear inverse models in hindcasting the Madden–Julian Oscillation Cavanaugh, Nicholas R.; Allen, Teddy; Subramanian, Aneesh Climate Dynamics, Vol. 44, Issue 3-4 https://doi.org/10.1007/s00382-014-2181-x	journal	May 2014
Prospects for Improving Subseasonal Predictions Pegion, Kathy; Sardeshmukh, Prashant D. Monthly Weather Review, Vol. 139, Issue 11 https://doi.org/10.1175/MWR-D-11-00004.1	journal	November 2011
How Important Is Air–Sea Coupling in ENSO and MJO Evolution? Newman, Matthew; Sardeshmukh, Prashant D.; Penland, Cécile Journal of Climate, Vol. 22, Issue 11 https://doi.org/10.1175/2008JCLI2659.1	journal	June 2009
The Optimal Growth of Tropical Sea Surface Temperature Anomalies Penland, Cécile; Sardeshmukh, Prashant D. Journal of Climate, Vol. 8, Issue 8 https://doi.org/10.1175/1520-0442(1995)008<1999:TOGOTS>2.0.CO;2	journal	August 1995
Effects of stochastic parametrizations in the Lorenz '96 system Wilks, Daniel S. Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 606 https://doi.org/10.1256/qj.04.03	journal	January 2005
Stochastic parametrizations and model uncertainty in the Lorenz ’96 system Arnold, H. M.; Moroz, I. M.; Palmer, T. N. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 371, Issue 1991 https://doi.org/10.1098/rsta.2011.0479	journal	May 2013
Addressing model error through atmospheric stochastic physical parametrizations: impact on the coupled ECMWF seasonal forecasting system Weisheimer, Antje; Corti, Susanna; Palmer, Tim Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 372, Issue 2018 https://doi.org/10.1098/rsta.2013.0290	journal	June 2014
A global view of air–sea thermal coupling and related non-Gaussian SST variability Sura, Philip; Sardeshmukh, Prashant D. Atmospheric Research, Vol. 94, Issue 1 https://doi.org/10.1016/j.atmosres.2008.08.008	journal	September 2009
Stochastic forcing of the linearized Navier–Stokes equations Farrell, Brian F.; Ioannou, Petros J. Physics of Fluids A: Fluid Dynamics, Vol. 5, Issue 11 https://doi.org/10.1063/1.858894	journal	November 1993
On the Theory of the Brownian Motion Uhlenbeck, G. E.; Ornstein, L. S. Physical Review, Vol. 36, Issue 5 https://doi.org/10.1103/PhysRev.36.823	journal	September 1930
Tropical and Stratospheric Influences on Extratropical Short-Term Climate Variability Newman, Matthew; Sardeshmukh, Prashant D. Journal of Climate, Vol. 21, Issue 17 https://doi.org/10.1175/2008JCLI2118.1	journal	September 2008
Forecast Skill and Predictability of Observed Atlantic Sea Surface Temperatures Zanna, Laure Journal of Climate, Vol. 25, Issue 14 https://doi.org/10.1175/JCLI-D-11-00539.1	journal	July 2012
Stochastic climate models Part I. Theory Hasselmann, K. Tellus, Vol. 28, Issue 6 https://doi.org/10.1111/j.2153-3490.1976.tb00696.x	journal	December 1976
Stochastic Dynamics of the Midlatitude Atmospheric Jet Farrell, Brian F.; Ioannou, Peteros J. Journal of the Atmospheric Sciences, Vol. 52, Issue 10 https://doi.org/10.1175/1520-0469(1995)052<1642:SDOTMA>2.0.CO;2	journal	May 1995
Normal forms for reduced stochastic climate models Majda, A. J.; Franzke, C.; Crommelin, D. Proceedings of the National Academy of Sciences, Vol. 106, Issue 10 https://doi.org/10.1073/pnas.0900173106	journal	February 2009
The NCEP Climate Forecast System Saha, S.; Nadiga, S.; Thiaw, C. Journal of Climate, Vol. 19, Issue 15 https://doi.org/10.1175/JCLI3812.1	journal	August 2006
Alternative interpretations of power-law distributions found in nature Penland, Cécile; Sardeshmukh, Prashant D. Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 22, Issue 2 https://doi.org/10.1063/1.4706504	journal	June 2012

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