Inconsistencies between Long-Term Trends in Storminess Derived from the 20CR Reanalysis and Observations

Krueger, Oliver; Schenk, Frederik; Feser, Frauke; Weisse, Ralf

doi:10.1175/jcli-d-12-00309.1

Inconsistencies between Long-Term Trends in Storminess Derived from the 20CR Reanalysis and Observations

Journal Article · Wed Feb 06 00:00:00 EST 2013 · Journal of Climate

DOI:https://doi.org/10.1175/jcli-d-12-00309.1· OSTI ID:1565087

Krueger, Oliver ^[1]; Schenk, Frederik ^[1]; Feser, Frauke ^[1]; Weisse, Ralf ^[1]

Helmholtz-Zentrum Geesthacht (Germany)

Global atmospheric reanalyses have become a common tool for both validation of climate models and diagnostic studies, such as assessing climate variability and long-term trends. Currently, the Twentieth Century Reanalysis (20CR), which assimilates only surface pressure reports, sea ice, and sea surface temperature distributions, represents the longest global reanalysis dataset available covering the period from 1871 to the present. Currently the 20CR dataset is extensively used for the assessment of climate variability and trends. In this work, the authors compare the variability and long-term trends in northeast Atlantic storminess derived from 20CR and from observations. A well-established storm index derived from pressure observations over a relatively densely monitored marine area is used. It is believed that both variability and long-term trends derived from 20CR and from observations are inconsistent. Specifically, both time series show opposing trends during the first half of the twentieth century: both storm indices share a similar behavior only for the more recent periods. While the variability and long-term trend derived from the observations are supported by a number of independent data and analyses, the behavior shown by 20CR is quite different, indicating substantial inhomogeneities in the reanalysis, most likely caused by the increasing number of observations assimilated into 20CR over time. The latter makes 20CR likely unsuitable for the identification of trends in storminess in the earlier part of the record, at least over the northeast Atlantic. The results imply and reconfirm previous findings that care is needed in general when global reanalyses are used to assess long-term changes.

View Accepted Manuscript (DOE)

Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)

Sponsoring Organization:: USDOE Office of Science (SC)

OSTI ID:: 1565087

Journal Information:: Journal of Climate, Journal Name: Journal of Climate Journal Issue: 3 Vol. 26; ISSN 0894-8755

Publisher:: American Meteorological SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (23)

Changes in extreme high waters at Liverpool since 1768 Woodworth, Philip L.; Blackman, David L. International Journal of Climatology, Vol. 22, Issue 6 https://doi.org/10.1002/joc.761	journal	January 2002
The Twentieth Century Reanalysis Project Compo, G. P.; Whitaker, J. S.; Sardeshmukh, P. D. Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654 https://doi.org/10.1002/qj.776	journal	January 2011
European storminess: late nineteenth century to present Matulla, C.; Schöner, W.; Alexandersson, H. Climate Dynamics, Vol. 31, Issue 2-3 https://doi.org/10.1007/s00382-007-0333-y	journal	November 2007
Trends and variability of storminess in the Northeast Atlantic region, 1874–2007 Wang, Xiaolan L.; Zwiers, Francis W.; Swail, Val R. Climate Dynamics, Vol. 33, Issue 7-8 https://doi.org/10.1007/s00382-008-0504-5	journal	December 2008
Scandinavian storminess since about 1800 Bärring, Lars Geophysical Research Letters, Vol. 31, Issue 20 https://doi.org/10.1029/2004GL020441	journal	January 2004
Can climate trends be calculated from reanalysis data? Bengtsson, Lennart Journal of Geophysical Research, Vol. 109, Issue D11 https://doi.org/10.1029/2004JD004536	journal	January 2004
A tropospheric assessment of the ERA-40, NCEP, and JRA-25 global reanalyses in the polar regions: REANALYSES IN THE POLAR REGIONS Bromwich, David H.; Fogt, Ryan L.; Hodges, Kevin I. Journal of Geophysical Research: Atmospheres, Vol. 112, Issue D10 https://doi.org/10.1029/2006JD007859	journal	May 2007
Changes in extreme high water levels based on a quasi-global tide-gauge data set Menéndez, Melisa; Woodworth, Philip L. Journal of Geophysical Research, Vol. 115, Issue C10 https://doi.org/10.1029/2009JC005997	journal	January 2010
Reanalysis suggests long-term upward trends in European storminess since 1871: UPWARD TRENDS IN EUROPEAN STORMINESS Donat, M. G.; Renggli, D.; Wild, S. Geophysical Research Letters, Vol. 38, Issue 14 https://doi.org/10.1029/2011GL047995	journal	July 2011
Detecting inhomogeneities in the Twentieth Century Reanalysis over the central United States: DETECTING INHOMOGENEITIES IN 20CR Ferguson, Craig R.; Villarini, Gabriele Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D5 https://doi.org/10.1029/2011JD016988	journal	March 2012
German Bight storms analysed Schmidt, Heiner; von Storch, Hans Nature, Vol. 365, Issue 6449 https://doi.org/10.1038/365791a0	journal	October 1993
Representativity of near surface wind measurements from coastal stations at the German Bight [Representativity of near surface wind measurements from coastal stations at the German Bight] Lindenberg, Janna; Mengelkamp, Heinz-Theo; Rosenhagen, Gudrun Meteorologische Zeitschrift, Vol. 21, Issue 1 https://doi.org/10.1127/0941-2948/2012/0131	journal	February 2012
Extreme winds at northern mid-latitudes since 1871 [Extreme winds at northern mid-latitudes since 1871] Brönnimann, S.; Martius, O.; von Waldow, H. Meteorologische Zeitschrift, Vol. 21, Issue 1 https://doi.org/10.1127/0941-2948/2012/0337	journal	February 2012
A Scenario of Storm Surge Statistics for the German Bight at the Expected Time of Doubled Atmospheric Carbon Dioxide Concentration von Storch, Hans; Reichardt, Hinrich Journal of Climate, Vol. 10, Issue 10 https://doi.org/10.1175/1520-0442(1997)010<2653:ASOSSS>2.0.CO;2	journal	October 1997
A Quantitative Estimate of the Effect of Aliasing in Climatological Time Series Madden, Roland A.; Jones, Richard H. Journal of Climate, Vol. 14, Issue 19 https://doi.org/10.1175/1520-0442(2001)014<3987:AQEOTE>2.0.CO;2	journal	October 2001
The NCEP/NCAR 40-Year Reanalysis Project Kalnay, E.; Kanamitsu, M.; Kistler, R. Bulletin of the American Meteorological Society, Vol. 77, Issue 3 https://doi.org/10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2	journal	March 1996
The NCEP–NCAR 50–Year Reanalysis: Monthly Means CD–ROM and Documentation Kistler, Robert; Collins, William; Saha, Suranjana Bulletin of the American Meteorological Society, Vol. 82, Issue 2 https://doi.org/10.1175/1520-0477(2001)082<0247:TNNYRM>2.3.CO;2	journal	February 2001
Reanalyses Suitable for Characterizing Long-Term Trends Thorne, P. W.; Vose, R. S. Bulletin of the American Meteorological Society, Vol. 91, Issue 3 https://doi.org/10.1175/2009BAMS2858.1	journal	March 2010
Homogenization and Trend Analysis of Canadian Near-Surface Wind Speeds Wan, Hui; Wang, Xiaolan L.; Swail, Val R. Journal of Climate, Vol. 23, Issue 5 https://doi.org/10.1175/2009JCLI3200.1	journal	March 2010
Evaluation of an Air Pressure–Based Proxy for Storm Activity Krueger, Oliver; von Storch, Hans Journal of Climate, Vol. 24, Issue 10 https://doi.org/10.1175/2011JCLI3913.1	journal	May 2011
The ERA-40 re-analysis Uppala, S. M.; KÅllberg, P. W.; Simmons, A. J. Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 612 https://doi.org/10.1256/qj.04.176	journal	October 2005
The JRA-25 Reanalysis Onogi, Kazutoshi; Tsutsui, Junichi; Koide, Hiroshi Journal of the Meteorological Society of Japan. Ser. II, Vol. 85, Issue 3 https://doi.org/10.2151/jmsj.85.369	journal	January 2007
Trends of storms in NW Europe derived from an updated pressure data set Alexandersson, H.; Tuomenvirta, H.; Schmith, T. Climate Research, Vol. 14 https://doi.org/10.3354/cr014071	journal	January 2000

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