Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations

International audience CMIP5, CMIP6, and ERA5 Antarctic precipitation is evaluated against CloudSat data. At continental and regional scales, ERA5 and the median CMIP models are biased high, with insignificant improvement from CMIP5 to CMIP6. However, there are fewer positive outliers in CMIP6. AMIP...

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Published in:The Cryosphere
Main Authors: Roussel, Marie-Laure, Lemonnier, Florentin, Genthon, Christophe, Krinner, Gerhard
Other Authors: Laboratoire de Météorologie Dynamique (UMR 8539) (LMD), Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X), Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris, École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL), Institut Pierre-Simon-Laplace (IPSL (FR_636)), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X), Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Institut des Géosciences de l’Environnement (IGE), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2020
Subjects:
Online Access:https://hal.sorbonne-universite.fr/hal-02944705
https://hal.sorbonne-universite.fr/hal-02944705/document
https://hal.sorbonne-universite.fr/hal-02944705/file/tc-14-2715-2020.pdf
https://doi.org/10.5194/tc-14-2715-2020
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spelling ftecoleponts:oai:HAL:hal-02944705v1 2024-09-15T17:44:38+00:00 Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations Roussel, Marie-Laure Lemonnier, Florentin Genthon, Christophe Krinner, Gerhard Laboratoire de Météorologie Dynamique (UMR 8539) (LMD) Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL) Institut Pierre-Simon-Laplace (IPSL (FR_636)) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) Université Grenoble Alpes (UGA) 2020-08 https://hal.sorbonne-universite.fr/hal-02944705 https://hal.sorbonne-universite.fr/hal-02944705/document https://hal.sorbonne-universite.fr/hal-02944705/file/tc-14-2715-2020.pdf https://doi.org/10.5194/tc-14-2715-2020 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-14-2715-2020 hal-02944705 https://hal.sorbonne-universite.fr/hal-02944705 https://hal.sorbonne-universite.fr/hal-02944705/document https://hal.sorbonne-universite.fr/hal-02944705/file/tc-14-2715-2020.pdf doi:10.5194/tc-14-2715-2020 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://hal.sorbonne-universite.fr/hal-02944705 The Cryosphere, 2020, 14 (8), pp.2715 - 2727. ⟨10.5194/tc-14-2715-2020⟩ [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology info:eu-repo/semantics/article Journal articles 2020 ftecoleponts https://doi.org/10.5194/tc-14-2715-2020 2024-08-13T23:47:27Z International audience CMIP5, CMIP6, and ERA5 Antarctic precipitation is evaluated against CloudSat data. At continental and regional scales, ERA5 and the median CMIP models are biased high, with insignificant improvement from CMIP5 to CMIP6. However, there are fewer positive outliers in CMIP6. AMIP configurations perform better than the coupled ones, and, surprisingly, relative errors in areas of complex topography are higher (up to 50 %) in the five higher-resolution models. The seasonal cycle is reproduced well by the median of the CMIP models, but not by ERA5. Progress from CMIP5 to CMIP6 being limited, there is still room for improvement. Article in Journal/Newspaper Antarc* Antarctic The Cryosphere École des Ponts ParisTech: HAL The Cryosphere 14 8 2715 2727
institution Open Polar
collection École des Ponts ParisTech: HAL
op_collection_id ftecoleponts
language English
topic [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology
spellingShingle [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology
Roussel, Marie-Laure
Lemonnier, Florentin
Genthon, Christophe
Krinner, Gerhard
Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
topic_facet [SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology
description International audience CMIP5, CMIP6, and ERA5 Antarctic precipitation is evaluated against CloudSat data. At continental and regional scales, ERA5 and the median CMIP models are biased high, with insignificant improvement from CMIP5 to CMIP6. However, there are fewer positive outliers in CMIP6. AMIP configurations perform better than the coupled ones, and, surprisingly, relative errors in areas of complex topography are higher (up to 50 %) in the five higher-resolution models. The seasonal cycle is reproduced well by the median of the CMIP models, but not by ERA5. Progress from CMIP5 to CMIP6 being limited, there is still room for improvement.
author2 Laboratoire de Météorologie Dynamique (UMR 8539) (LMD)
Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)
Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris
École normale supérieure - Paris (ENS-PSL)
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL)
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)
Institut Pierre-Simon-Laplace (IPSL (FR_636))
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)
Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)
Institut des Géosciences de l’Environnement (IGE)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Université Grenoble Alpes (UGA)
format Article in Journal/Newspaper
author Roussel, Marie-Laure
Lemonnier, Florentin
Genthon, Christophe
Krinner, Gerhard
author_facet Roussel, Marie-Laure
Lemonnier, Florentin
Genthon, Christophe
Krinner, Gerhard
author_sort Roussel, Marie-Laure
title Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
title_short Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
title_full Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
title_fullStr Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
title_full_unstemmed Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
title_sort brief communication: evaluating antarctic precipitation in era5 and cmip6 against cloudsat observations
publisher HAL CCSD
publishDate 2020
url https://hal.sorbonne-universite.fr/hal-02944705
https://hal.sorbonne-universite.fr/hal-02944705/document
https://hal.sorbonne-universite.fr/hal-02944705/file/tc-14-2715-2020.pdf
https://doi.org/10.5194/tc-14-2715-2020
genre Antarc*
Antarctic
The Cryosphere
genre_facet Antarc*
Antarctic
The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://hal.sorbonne-universite.fr/hal-02944705
The Cryosphere, 2020, 14 (8), pp.2715 - 2727. ⟨10.5194/tc-14-2715-2020⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-14-2715-2020
hal-02944705
https://hal.sorbonne-universite.fr/hal-02944705
https://hal.sorbonne-universite.fr/hal-02944705/document
https://hal.sorbonne-universite.fr/hal-02944705/file/tc-14-2715-2020.pdf
doi:10.5194/tc-14-2715-2020
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/tc-14-2715-2020
container_title The Cryosphere
container_volume 14
container_issue 8
container_start_page 2715
op_container_end_page 2727
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