A new view of heat wave dynamics and predictability over the eastern Mediterranean
<p>Skillful forecasts of extreme weather events have a major socioeconomic relevance. Here, we compare two complementary approaches to diagnose the predictability of extreme weather: recent developments in dynamical systems theory and numerical ensemble weather forecasts. The former allows us...
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doaj-d2544359dea243679d5fb6c0903f94bc2021-02-04T12:38:21ZengCopernicus PublicationsEarth System Dynamics2190-49792190-49872021-02-011213314910.5194/esd-12-133-2021A new view of heat wave dynamics and predictability over the eastern MediterraneanA. Hochman0S. Scher1J. Quinting2J. G. Pinto3G. Messori4G. Messori5Department of Tropospheric Research, Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, GermanyDepartment of Meteorology and Bolin Centre for Climate Research, Stockholm University, Stockholm, SwedenDepartment of Tropospheric Research, Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, GermanyDepartment of Tropospheric Research, Institute of Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, GermanyDepartment of Meteorology and Bolin Centre for Climate Research, Stockholm University, Stockholm, SwedenDepartment of Earth Sciences and Centre of Natural Hazards and Disaster Science (CNDS), Uppsala University, Uppsala, Sweden<p>Skillful forecasts of extreme weather events have a major socioeconomic relevance. Here, we compare two complementary approaches to diagnose the predictability of extreme weather: recent developments in dynamical systems theory and numerical ensemble weather forecasts. The former allows us to define atmospheric configurations in terms of their persistence and local dimension, which provides information on how the atmosphere evolves to and from a given state of interest. These metrics may be used as proxies for the intrinsic predictability of the atmosphere, which only depends on the atmosphere's properties. Ensemble weather forecasts provide information on the practical predictability of the atmosphere, which partly depends on the performance of the numerical model used. We focus on heat waves affecting the eastern Mediterranean. These are identified using the climatic stress index (CSI), which was explicitly developed for the summer weather conditions in this region and differentiates between heat waves (upper decile) and cool days (lower decile). Significant differences are found between the two groups from both the dynamical systems and the numerical weather prediction perspectives. Specifically, heat waves show relatively stable flow characteristics (high intrinsic predictability) but comparatively low practical predictability (large model spread and error). For 500 hPa geopotential height fields, the <i>intrinsic</i> predictability of heat waves is lowest at the event's onset and decay. We relate these results to the physical processes governing eastern Mediterranean summer heat waves: adiabatic descent of the air parcels over the region and the geographical origin of the air parcels over land prior to the onset of a heat wave. A detailed analysis of the mid-August 2010 record-breaking heat wave provides further insights into the range of different regional atmospheric configurations conducive to heat waves. We conclude that the dynamical systems approach can be a useful complement to conventional numerical forecasts for understanding the dynamics and predictability of eastern Mediterranean heat waves.</p>https://esd.copernicus.org/articles/12/133/2021/esd-12-133-2021.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
A. Hochman S. Scher J. Quinting J. G. Pinto G. Messori G. Messori |
spellingShingle |
A. Hochman S. Scher J. Quinting J. G. Pinto G. Messori G. Messori A new view of heat wave dynamics and predictability over the eastern Mediterranean Earth System Dynamics |
author_facet |
A. Hochman S. Scher J. Quinting J. G. Pinto G. Messori G. Messori |
author_sort |
A. Hochman |
title |
A new view of heat wave dynamics and predictability over the eastern Mediterranean |
title_short |
A new view of heat wave dynamics and predictability over the eastern Mediterranean |
title_full |
A new view of heat wave dynamics and predictability over the eastern Mediterranean |
title_fullStr |
A new view of heat wave dynamics and predictability over the eastern Mediterranean |
title_full_unstemmed |
A new view of heat wave dynamics and predictability over the eastern Mediterranean |
title_sort |
new view of heat wave dynamics and predictability over the eastern mediterranean |
publisher |
Copernicus Publications |
series |
Earth System Dynamics |
issn |
2190-4979 2190-4987 |
publishDate |
2021-02-01 |
description |
<p>Skillful forecasts of extreme weather events have a major
socioeconomic relevance. Here, we compare two complementary approaches to
diagnose the predictability of extreme weather: recent developments in
dynamical systems theory and numerical ensemble weather forecasts. The
former allows us to define atmospheric configurations in terms of their
persistence and local dimension, which provides information on how the atmosphere evolves
to and from a given state of interest. These metrics may be used as proxies
for the intrinsic predictability of the atmosphere, which only depends on
the atmosphere's properties. Ensemble weather forecasts provide information on the
practical predictability of the atmosphere, which partly depends on the
performance of the numerical model used. We focus on heat waves affecting
the eastern Mediterranean. These are identified using the climatic stress
index (CSI), which was explicitly developed for the summer weather
conditions in this region and differentiates between heat waves (upper
decile) and cool days (lower decile). Significant differences are found
between the two groups from both the dynamical systems and the numerical
weather prediction perspectives. Specifically, heat waves show relatively
stable flow characteristics (high intrinsic predictability) but
comparatively low practical predictability (large model spread and error). For
500 hPa geopotential height fields, the <i>intrinsic</i> predictability of heat waves is
lowest at the event's onset and decay. We relate these results to the
physical processes governing eastern Mediterranean summer heat waves:
adiabatic descent of the air parcels over the region and the geographical
origin of the air parcels over land prior to the onset of a heat wave. A
detailed analysis of the mid-August 2010 record-breaking heat wave provides
further insights into the range of different regional atmospheric
configurations conducive to heat waves. We conclude that the dynamical
systems approach can be a useful complement to conventional numerical
forecasts for understanding the dynamics and predictability of eastern
Mediterranean heat waves.</p> |
url |
https://esd.copernicus.org/articles/12/133/2021/esd-12-133-2021.pdf |
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