Data-driven prediction of thresholded time series of rainfall and self-organized criticality models

Deluca, Anna; Moloney, Nicholas R.; Corral, Álvaro

doi:10.1103/PhysRevE.91.052808

Title: Data-driven prediction of thresholded time series of rainfall and self-organized criticality models

Journal Article · Fri May 15 00:00:00 EDT 2015 · Physical Review E

DOI:https://doi.org/10.1103/PhysRevE.91.052808· OSTI ID:1179759

Deluca, Anna; Moloney, Nicholas R.; Corral, Álvaro

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Sponsoring Organization:: USDOE

OSTI ID:: 1179759

Journal Information:: Physical Review E, Journal Name: Physical Review E Vol. 91 Journal Issue: 5; ISSN 1539-3755

Publisher:: American Physical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 16 works

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References (14)

Rain, Power Laws, and Advection Dickman, Ronald Physical Review Letters, Vol. 90, Issue 10 https://doi.org/10.1103/PhysRevLett.90.108701	journal	March 2003
Self-organized criticality: An explanation of the 1/ f noise Bak, Per; Tang, Chao; Wiesenfeld, Kurt Physical Review Letters, Vol. 59, Issue 4 https://doi.org/10.1103/PhysRevLett.59.381	journal	July 1987
A Complexity View of Rainfall Peters, Ole; Hertlein, Christopher; Christensen, Kim Physical Review Letters, Vol. 88, Issue 1 https://doi.org/10.1103/PhysRevLett.88.018701	journal	December 2001
Avalanche Merging and Continuous Flow in a Sandpile Model Corral, Álvaro; Paczuski, Maya Physical Review Letters, Vol. 83, Issue 3 https://doi.org/10.1103/PhysRevLett.83.572	journal	July 1999
The Abelian sandpile and related models Dhar, Deepak Physica A: Statistical Mechanics and its Applications, Vol. 263, Issue 1-4 https://doi.org/10.1016/S0378-4371(98)00493-2	journal	February 1999
Can We Understand Clouds Without Turbulence? Bodenschatz, E.; Malinowski, S. P.; Shaw, R. A. Science, Vol. 327, Issue 5968 https://doi.org/10.1126/science.1185138	journal	February 2010
Rethinking convective quasi-equilibrium: observational constraints for stochastic convective schemes in climate models Neelin, J. David; Peters, Ole; Lin, Johnny W. -B Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 366, Issue 1875 https://doi.org/10.1098/rsta.2008.0056	journal	May 2008
Area-Perimeter Relation for Rain and Cloud Areas Lovejoy, S. Science, Vol. 216, Issue 4542 https://doi.org/10.1126/science.216.4542.185	journal	April 1982
Critical phenomena in atmospheric precipitation Peters, Ole; Neelin, J. David Nature Physics, Vol. 2, Issue 6 https://doi.org/10.1038/nphys314	journal	May 2006
Dependence of earthquake recurrence times and independence of magnitudes on seismicity history Corral, Álvaro Tectonophysics, Vol. 424, Issue 3-4 https://doi.org/10.1016/j.tecto.2006.03.035	journal	October 2006
Scale invariant events and dry spells for medium-resolution local rain data Deluca, A.; Corral, Á. Nonlinear Processes in Geophysics, Vol. 21, Issue 2 https://doi.org/10.5194/npg-21-555-2014	journal	January 2014
Universality of rain event size distributions Peters, Ole; Deluca, A.; Corral, A. Journal of Statistical Mechanics: Theory and Experiment, Vol. 2010, Issue 11 https://doi.org/10.1088/1742-5468/2010/11/P11030	journal	November 2010
Power Laws in Solar Flares: Self-Organized Criticality or Turbulence? Boffetta, Guido; Carbone, Vincenzo; Giuliani, Paolo Physical Review Letters, Vol. 83, Issue 22 https://doi.org/10.1103/PhysRevLett.83.4662	journal	November 1999
A Brief History of Generative Models for Power Law and Lognormal Distributions Mitzenmacher, Michael Internet Mathematics, Vol. 1, Issue 2 https://doi.org/10.1080/15427951.2004.10129088	journal	January 2004

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