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

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

310 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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