Stochastic parameterization toward a new view of weather and climate models

Judith Berner; Ulrich Achatz; Lauriane Batté; Lisa Bengtsson; Alvaro De La Cámara; Hannah M. Christensen; Matteo Colangeli; Danielle R.B. Coleman; Daaaan Crommelin; Stamen I. Dolaptchiev; Christian L.E. Franzke; Petra Friederichs; Peter Imkeller; Heikki Järvinen; Stephan Juricke; Vassili Kitsios; François Lott; Valerio Lucarini; Salil Mahajaajaajan; Timothy N. Palmer; Cécile Penland; Mirjajana Sakradzijaja; Jin Song Von Storch; Antje Weisheimer; Michael Weniger; Paul D. Williams; Jun Ichi Yano

doi:10.1175/BAMS-D-15-00268.1

Stochastic parameterization toward a new view of weather and climate models

Judith Berner
, Ulrich Achatz
, Lauriane Batté
, Lisa Bengtsson
, Alvaro De La Cámara
, Hannah M. Christensen
, Matteo Colangeli
, Danielle R.B. Coleman
, Daaaan Crommelin
, Stamen I. Dolaptchiev
, Christian L.E. Franzke
, Petra Friederichs
, Peter Imkeller
, Heikki Järvinen
, Stephan Juricke
, Vassili Kitsios
, François Lott
, Valerio Lucarini
, Salil Mahajaajaajan
, Timothy N. Palmer

Cécile Penland, Mirjajana Sakradzijaja, Jin Song Von Storch, Antje Weisheimer, Michael Weniger, Paul D. Williams, Jun Ichi Yano

National Center for Atmospheric Research
Goethe University Frankfurt
Centre National de Recherches Météorologiques
Swedish Meteorological and Hydrological Institute
University of Oxford
Gran Sasso Science Institute
University of Amsterdam
University of Hamburg
University of Bonn
Humboldt University of Berlin
University of Helsinki
CSIRO
École normale supérieure
University of Reading
Oak Ridge National Laboratory
National Oceanic and Atmospheric Administration
Deutscher Wetterdienst
Max Planck Institute for Meteorology

Research output: Contribution to journal › Article › peer-review

324 Scopus citations

Abstract

Stochastic parameterizations-empirically derived or based on rigorous mathematical and statistical concepts-have great potential to increase the predictive capability of next-generation weather and climate models.

Original language	English
Pages (from-to)	565-587
Number of pages	23
Journal	Bulletin of the American Meteorological Society
Volume	98
Issue number	3
DOIs	https://doi.org/10.1175/BAMS-D-15-00268.1
State	Published - Mar 2017
Externally published	Yes

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Berner, J., Achatz, U., Batté, L., Bengtsson, L., De La Cámara, A., Christensen, H. M., Colangeli, M., Coleman, D. R. B., Crommelin, D., Dolaptchiev, S. I., Franzke, C. L. E., Friederichs, P., Imkeller, P., Järvinen, H., Juricke, S., Kitsios, V., Lott, F., Lucarini, V., Mahajaajaajan, S., ... Yano, J. I. (2017). Stochastic parameterization toward a new view of weather and climate models. Bulletin of the American Meteorological Society, 98(3), 565-587. https://doi.org/10.1175/BAMS-D-15-00268.1

@article{f9af2d1c18b343c59ebf2013986d1b9b,

title = "Stochastic parameterization toward a new view of weather and climate models",

abstract = "Stochastic parameterizations-empirically derived or based on rigorous mathematical and statistical concepts-have great potential to increase the predictive capability of next-generation weather and climate models.",

author = "Judith Berner and Ulrich Achatz and Lauriane Batt{\'e} and Lisa Bengtsson and \{De La C{\'a}mara\}, Alvaro and Christensen, \{Hannah M.\} and Matteo Colangeli and Coleman, \{Danielle R.B.\} and Daaaan Crommelin and Dolaptchiev, \{Stamen I.\} and Franzke, \{Christian L.E.\} and Petra Friederichs and Peter Imkeller and Heikki J{\"a}rvinen and Stephan Juricke and Vassili Kitsios and Fran{\c c}ois Lott and Valerio Lucarini and Salil Mahajaajaajan and Palmer, \{Timothy N.\} and C{\'e}cile Penland and Mirjajana Sakradzijaja and \{Von Storch\}, \{Jin Song\} and Antje Weisheimer and Michael Weniger and Williams, \{Paul D.\} and Yano, \{Jun Ichi\}",

note = "Publisher Copyright: {\textcopyright} 2017 American Meteorological Society.",

year = "2017",

month = mar,

doi = "10.1175/BAMS-D-15-00268.1",

language = "English",

volume = "98",

pages = "565--587",

journal = "Bulletin of the American Meteorological Society",

issn = "0003-0007",

publisher = "American Meteorological Society",

number = "3",

}

Berner, J, Achatz, U, Batté, L, Bengtsson, L, De La Cámara, A, Christensen, HM, Colangeli, M, Coleman, DRB, Crommelin, D, Dolaptchiev, SI, Franzke, CLE, Friederichs, P, Imkeller, P, Järvinen, H, Juricke, S, Kitsios, V, Lott, F, Lucarini, V, Mahajaajaajan, S, Palmer, TN, Penland, C, Sakradzijaja, M, Von Storch, JS, Weisheimer, A, Weniger, M, Williams, PD & Yano, JI 2017, 'Stochastic parameterization toward a new view of weather and climate models', Bulletin of the American Meteorological Society, vol. 98, no. 3, pp. 565-587. https://doi.org/10.1175/BAMS-D-15-00268.1

TY - JOUR

T1 - Stochastic parameterization toward a new view of weather and climate models

AU - Berner, Judith

AU - Achatz, Ulrich

AU - Batté, Lauriane

AU - Bengtsson, Lisa

AU - De La Cámara, Alvaro

AU - Christensen, Hannah M.

AU - Colangeli, Matteo

AU - Coleman, Danielle R.B.

AU - Crommelin, Daaaan

AU - Dolaptchiev, Stamen I.

AU - Franzke, Christian L.E.

AU - Friederichs, Petra

AU - Imkeller, Peter

AU - Järvinen, Heikki

AU - Juricke, Stephan

AU - Kitsios, Vassili

AU - Lott, François

AU - Lucarini, Valerio

AU - Mahajaajaajan, Salil

AU - Palmer, Timothy N.

AU - Penland, Cécile

AU - Sakradzijaja, Mirjajana

AU - Von Storch, Jin Song

AU - Weisheimer, Antje

AU - Weniger, Michael

AU - Williams, Paul D.

AU - Yano, Jun Ichi

PY - 2017/3

Y1 - 2017/3

N2 - Stochastic parameterizations-empirically derived or based on rigorous mathematical and statistical concepts-have great potential to increase the predictive capability of next-generation weather and climate models.

AB - Stochastic parameterizations-empirically derived or based on rigorous mathematical and statistical concepts-have great potential to increase the predictive capability of next-generation weather and climate models.

UR - https://www.scopus.com/pages/publications/85016947268

U2 - 10.1175/BAMS-D-15-00268.1

DO - 10.1175/BAMS-D-15-00268.1

M3 - Article

AN - SCOPUS:85016947268

SN - 0003-0007

VL - 98

SP - 565

EP - 587

JO - Bulletin of the American Meteorological Society

JF - Bulletin of the American Meteorological Society

IS - 3

ER -

Stochastic parameterization toward a new view of weather and climate models

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