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

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...

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Published in:The Cryosphere
Main Authors: M.-L. Roussel, F. Lemonnier, C. Genthon, G. Krinner
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2020
Subjects:
Online Access:https://doi.org/10.5194/tc-14-2715-2020
https://doaj.org/article/b48cccfa39084d6f8acaa0a3b6f72df2
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spelling ftdoajarticles:oai:doaj.org/article:b48cccfa39084d6f8acaa0a3b6f72df2 2023-05-15T13:47:23+02:00 Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations M.-L. Roussel F. Lemonnier C. Genthon G. Krinner 2020-08-01T00:00:00Z https://doi.org/10.5194/tc-14-2715-2020 https://doaj.org/article/b48cccfa39084d6f8acaa0a3b6f72df2 EN eng Copernicus Publications https://tc.copernicus.org/articles/14/2715/2020/tc-14-2715-2020.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 doi:10.5194/tc-14-2715-2020 1994-0416 1994-0424 https://doaj.org/article/b48cccfa39084d6f8acaa0a3b6f72df2 The Cryosphere, Vol 14, Pp 2715-2727 (2020) Environmental sciences GE1-350 Geology QE1-996.5 article 2020 ftdoajarticles https://doi.org/10.5194/tc-14-2715-2020 2022-12-31T03:08:41Z 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 Directory of Open Access Journals: DOAJ Articles Antarctic The Cryosphere 14 8 2715 2727
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
M.-L. Roussel
F. Lemonnier
C. Genthon
G. Krinner
Brief communication: Evaluating Antarctic precipitation in ERA5 and CMIP6 against CloudSat observations
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description 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.
format Article in Journal/Newspaper
author M.-L. Roussel
F. Lemonnier
C. Genthon
G. Krinner
author_facet M.-L. Roussel
F. Lemonnier
C. Genthon
G. Krinner
author_sort M.-L. Roussel
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 Copernicus Publications
publishDate 2020
url https://doi.org/10.5194/tc-14-2715-2020
https://doaj.org/article/b48cccfa39084d6f8acaa0a3b6f72df2
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
The Cryosphere
genre_facet Antarc*
Antarctic
The Cryosphere
op_source The Cryosphere, Vol 14, Pp 2715-2727 (2020)
op_relation https://tc.copernicus.org/articles/14/2715/2020/tc-14-2715-2020.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
doi:10.5194/tc-14-2715-2020
1994-0416
1994-0424
https://doaj.org/article/b48cccfa39084d6f8acaa0a3b6f72df2
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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