Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses
Here we evaluate five atmospheric reanalyses in an Arctic gateway during late summer. The reanalyses include ERA5, ERA-Interim, JRA-55, CFSv2 and MERRA-2. We use observations from 50 radiosondes launched in the Fram Strait around 79-80˚N, between 25 August – 11 September 2017. Crucially, data from 2...
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ftawi:oai:epic.awi.de:49686 2024-09-15T17:50:59+00:00 Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses Graham, Robert M. Hudson, Stephen R. Maturilli, Marion 2019-05-23 application/pdf https://epic.awi.de/id/eprint/49686/ https://epic.awi.de/id/eprint/49686/1/Graham_et_al-2019-Geophysical_Research_Letters.pdf https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2019GL082781 unknown Wiley https://epic.awi.de/id/eprint/49686/1/Graham_et_al-2019-Geophysical_Research_Letters.pdf Graham, R. M. , Hudson, S. R. and Maturilli, M. orcid:0000-0001-6818-7383 (2019) Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses , Geophysical Research Letters, 46 . doi:10.1029/2019GL082781 <https://doi.org/10.1029/2019GL082781> EPIC3Geophysical Research Letters, Wiley, 46, ISSN: 0094-8276 Article isiRev 2019 ftawi https://doi.org/10.1029/2019GL082781 2024-06-24T04:22:11Z Here we evaluate five atmospheric reanalyses in an Arctic gateway during late summer. The reanalyses include ERA5, ERA-Interim, JRA-55, CFSv2 and MERRA-2. We use observations from 50 radiosondes launched in the Fram Strait around 79-80˚N, between 25 August – 11 September 2017. Crucially, data from 27 radiosondes were not transmitted to the Global Telecommunications System (GTS), and therefore not assimilated into any reanalysis. In most reanalyses, the magnitude of wind speed and humidity errors are similar for profiles with and without data assimilation. In cases without data assimilation, correlation coefficients (R) exceed 0.88 for temperature, wind speed and specific humidity, in all reanalyses. Overall, the newly released ERA5 has higher correlation coefficients than any other reanalyses as well as smaller biases and root mean square errors, for all three variables. The largest improvements identified in ERA5 are in its representation of the wind field, and temperature profiles over warm water. Article in Journal/Newspaper Arctic Fram Strait Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) Geophysical Research Letters 46 11 6138 6147 |
institution |
Open Polar |
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Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) |
op_collection_id |
ftawi |
language |
unknown |
description |
Here we evaluate five atmospheric reanalyses in an Arctic gateway during late summer. The reanalyses include ERA5, ERA-Interim, JRA-55, CFSv2 and MERRA-2. We use observations from 50 radiosondes launched in the Fram Strait around 79-80˚N, between 25 August – 11 September 2017. Crucially, data from 27 radiosondes were not transmitted to the Global Telecommunications System (GTS), and therefore not assimilated into any reanalysis. In most reanalyses, the magnitude of wind speed and humidity errors are similar for profiles with and without data assimilation. In cases without data assimilation, correlation coefficients (R) exceed 0.88 for temperature, wind speed and specific humidity, in all reanalyses. Overall, the newly released ERA5 has higher correlation coefficients than any other reanalyses as well as smaller biases and root mean square errors, for all three variables. The largest improvements identified in ERA5 are in its representation of the wind field, and temperature profiles over warm water. |
format |
Article in Journal/Newspaper |
author |
Graham, Robert M. Hudson, Stephen R. Maturilli, Marion |
spellingShingle |
Graham, Robert M. Hudson, Stephen R. Maturilli, Marion Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses |
author_facet |
Graham, Robert M. Hudson, Stephen R. Maturilli, Marion |
author_sort |
Graham, Robert M. |
title |
Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses |
title_short |
Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses |
title_full |
Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses |
title_fullStr |
Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses |
title_full_unstemmed |
Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses |
title_sort |
improved performance of era5 in arctic gateway relative to four global atmospheric reanalyses |
publisher |
Wiley |
publishDate |
2019 |
url |
https://epic.awi.de/id/eprint/49686/ https://epic.awi.de/id/eprint/49686/1/Graham_et_al-2019-Geophysical_Research_Letters.pdf https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2019GL082781 |
genre |
Arctic Fram Strait |
genre_facet |
Arctic Fram Strait |
op_source |
EPIC3Geophysical Research Letters, Wiley, 46, ISSN: 0094-8276 |
op_relation |
https://epic.awi.de/id/eprint/49686/1/Graham_et_al-2019-Geophysical_Research_Letters.pdf Graham, R. M. , Hudson, S. R. and Maturilli, M. orcid:0000-0001-6818-7383 (2019) Improved performance of ERA5 in Arctic gateway relative to four global atmospheric reanalyses , Geophysical Research Letters, 46 . doi:10.1029/2019GL082781 <https://doi.org/10.1029/2019GL082781> |
op_doi |
https://doi.org/10.1029/2019GL082781 |
container_title |
Geophysical Research Letters |
container_volume |
46 |
container_issue |
11 |
container_start_page |
6138 |
op_container_end_page |
6147 |
_version_ |
1810292788300873728 |