DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Diagnosing conditional anthropogenic contributions to heavy Colorado rainfall in September 2013

Journal Article · · Weather and Climate Extremes
 [1];  [2];  [1];  [1];  [3];  [1]
  1. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  2. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Texas A & M Univ., College Station, TX (United States)
  3. Univ. of California, Berkeley, CA (United States)

The Colorado floods of September 2013 caused severe damage and fatalities, and resulted from prolonged heavy rainfall unusual for that time of year – both in its record-breaking amounts and associated weather systems. We investigate the possible role of anthropogenic climate change in this extreme event. The unusual hydrometeorology of the event, however, challenges standard frameworks for attributing extreme events to anthropogenic climate change, because they typically struggle to simulate and connect the large-scale meteorology associated with local weather processes. Therefore we instead employ a part dynamical modelling- part observational- based event attribution approach, which simulates regional Colorado rainfall conditional on boundary conditions prescribed from the observed synoptic-scale meteorology in September 2013 – and assumes these conditions would have been similar in the absence of anthropogenic forcing. Using this ‘conditional event attribution’ approach we find that our regional climate model simulations indicate that anthropogenic drivers increased the magnitude of heavy northeast Colorado rainfall for the wet week in September 2013 by 30%, with the occurrence probability of a week at least that wet increasing by at least a factor of 1.3. By comparing the convective and large-scale components of rainfall, we find that this increase resulted in part from the additional moisture-carrying capacity of a warmer atmosphere – allowing more intense local convective rainfall that induced a dynamical positive feedback in the existing larger scale moisture flow – and also in part from additional moisture transport associated with larger scale circulation change. Our approach precludes assessment of changes in the frequency of the observed synoptic meteorological conditions themselves, and thus does not assess the effect of anthropogenic climate drivers on the statistics of heavy Colorado rainfall events. However, tailoring analysis tools to diagnose particular aspects of localized extreme weather events, conditional on the observed large-scale meteorology, can prove useful for diagnosing the physical effects of anthropogenic climate change on severe weather events – especially given large uncertainties in assessments of anthropogenic driven changes in atmospheric circulation.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1525236
Journal Information:
Weather and Climate Extremes, Journal Name: Weather and Climate Extremes Journal Issue: C Vol. 17; ISSN 2212-0947
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (30)

Attribution of extreme weather and climate-related events: Attribution of extreme weather and climate-related events
  • Stott, Peter A.; Christidis, Nikolaos; Otto, Friederike E. L.
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 7, Issue 1 https://doi.org/10.1002/wcc.380
journal December 2015
Liability for climate change journal February 2003
Mid-twenty-first century climate change in the Central United States. Part II: Climate change processes journal May 2012
Persistent Extratropical Regimes and Climate Extremes journal July 2015
Strong increase in convective precipitation in response to higher temperatures journal February 2013
Anthropogenic greenhouse gas contribution to flood risk in England and Wales in autumn 2000 journal February 2011
Atmospheric circulation as a source of uncertainty in climate change projections journal September 2014
A Common Framework for Approaches to Extreme Event Attribution journal February 2016
Hurricane Sandy before 1900 and after 2100 journal April 2015
Crucial role of Black Sea warming in amplifying the 2012 Krymsk precipitation extreme journal July 2015
The End-to-End Attribution Problem: From Emissions to Impacts journal August 2005
Human influence on climate in the 2014 southern England winter floods and their impacts journal February 2016
Future changes to the intensity and frequency of short-duration extreme rainfall: FUTURE INTENSITY OF SUB-DAILY RAINFALL journal August 2014
Reconciling two approaches to attribution of the 2010 Russian heat wave: RUSSIAN HEAT WAVE 2010 journal February 2012
Anatomy of an Extreme Event journal May 2013
Climate change effects on the worst-case storm surge: a case study of Typhoon Haiyan journal June 2015
Quantile-based bias correction and uncertainty quantification of extreme event attribution statements journal June 2016
NCEP–DOE AMIP-II Reanalysis (R-2) journal November 2002
Springtime Intensification of the Great Plains Low-Level Jet and Midwest Precipitation in GCM Simulations of the Twenty-First Century journal December 2008
Climatology of Extreme Daily Precipitation in Colorado and Its Diverse Spatial and Seasonal Variability journal April 2015
The Making of an Extreme Event: Putting the Pieces Together journal March 2014
Attribution of climate extreme events journal June 2015
Attribution of floods in the Okavango basin, Southern Africa journal April 2014
Tales of future weather journal January 2015
The Changing Character of Precipitation journal September 2003
Performance of Operational Model Precipitation Forecast Guidance during the 2013 Colorado Front-Range Floods* journal August 2014
The Great Colorado Flood of September 2013 journal September 2015
Atmospheric Blocking and Mean Biases in Climate Models journal December 2010
In defense of the traditional null hypothesis: remarks on the Trenberth and Curry WIREs opinion articles journal November 2011
Human contribution to the European heatwave of 2003 journal December 2004

Cited By (10)

A classification algorithm for selective dynamical downscaling of precipitation extremes journal January 2018
Anthropogenic influences on major tropical cyclone events journal November 2018
Interacting implications of climate change, population dynamics, and urban heat mitigation for future exposure to heat extremes journal August 2019
Adapting attribution science to the climate extremes of tomorrow journal December 2018
Forecasted attribution of the human influence on Hurricane Florence journal January 2020
The Ongoing Need for High-Resolution Regional Climate Models: Process Understanding and Stakeholder Information journal May 2020
A classification algorithm for selective dynamical downscaling of precipitation extremes text January 2018
Behind the veil of extreme event attribution journal July 2018
Climate Change Attribution: When Is It Appropriate to Accept New Methods? journal March 2018
Attributable Human-Induced Changes in the Likelihood and Magnitude of the Observed Extreme Precipitation during Hurricane Harvey: CHANGES IN EXTREME PRECIPITATION IN TX journal December 2017