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

Title: Experiment design of the International CLIVAR C20C+ Detection and Attribution project

Abstract

There is a growing research interest in understanding extreme weather in the context of anthropogenic climate change, posing a requirement for new tailored climate data products. Here we introduce the Climate of the 20th Century Plus Detection and Attribution project (C20C + D&A), an international collaboration generating a product specifically intended for diagnosing causes of changes in extreme weather and for understanding uncertainties in that diagnosis. The project runs multiple dynamical models of the atmosphere-land system under observed historical conditions as well as under naturalised versions of those observed conditions, with the latter representing how the climate system might have evolved in the absence of anthropogenic interference. Each model generates large ensembles of simulations with different initial conditions for each historical scenario, providing a large sample size for understanding interannual variability, long-term trends, and the anthropogenic role in rare types of weather. This paper describes the C20C + D&A project design, implementation, strengths, and limitations, and also discusses various activities such as this special issue of Weather and Climate Extremes dedicated to “First results of the C20C + Detection and Attribution project”.

Authors:
; ; ; ; ; ; ; ; ; ; ORCiD logo; ; ; ; ; ;
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1531029
Alternate Identifier(s):
OSTI ID: 1580837
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Published Article
Journal Name:
Weather and Climate Extremes
Additional Journal Information:
Journal Name: Weather and Climate Extremes Journal Volume: 24 Journal Issue: C; Journal ID: ISSN 2212-0947
Publisher:
Elsevier
Country of Publication:
Netherlands
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; detection and attribution; event attribution; climate models

Citation Formats

Stone, Dáithí A., Christidis, Nikolaos, Folland, Chris, Perkins-Kirkpatrick, Sarah, Perlwitz, Judith, Shiogama, Hideo, Wehner, Michael F., Wolski, Piotr, Cholia, Shreyas, Krishnan, Harinarayan, Murray, Donald, Angélil, Oliver, Beyerle, Urs, Ciavarella, Andrew, Dittus, Andrea, Quan, Xiao-Wei, and Tadross, Mark. Experiment design of the International CLIVAR C20C+ Detection and Attribution project. Netherlands: N. p., 2019. Web. doi:10.1016/j.wace.2019.100206.
Stone, Dáithí A., Christidis, Nikolaos, Folland, Chris, Perkins-Kirkpatrick, Sarah, Perlwitz, Judith, Shiogama, Hideo, Wehner, Michael F., Wolski, Piotr, Cholia, Shreyas, Krishnan, Harinarayan, Murray, Donald, Angélil, Oliver, Beyerle, Urs, Ciavarella, Andrew, Dittus, Andrea, Quan, Xiao-Wei, & Tadross, Mark. Experiment design of the International CLIVAR C20C+ Detection and Attribution project. Netherlands. https://doi.org/10.1016/j.wace.2019.100206
Stone, Dáithí A., Christidis, Nikolaos, Folland, Chris, Perkins-Kirkpatrick, Sarah, Perlwitz, Judith, Shiogama, Hideo, Wehner, Michael F., Wolski, Piotr, Cholia, Shreyas, Krishnan, Harinarayan, Murray, Donald, Angélil, Oliver, Beyerle, Urs, Ciavarella, Andrew, Dittus, Andrea, Quan, Xiao-Wei, and Tadross, Mark. Sat . "Experiment design of the International CLIVAR C20C+ Detection and Attribution project". Netherlands. https://doi.org/10.1016/j.wace.2019.100206.
@article{osti_1531029,
title = {Experiment design of the International CLIVAR C20C+ Detection and Attribution project},
author = {Stone, Dáithí A. and Christidis, Nikolaos and Folland, Chris and Perkins-Kirkpatrick, Sarah and Perlwitz, Judith and Shiogama, Hideo and Wehner, Michael F. and Wolski, Piotr and Cholia, Shreyas and Krishnan, Harinarayan and Murray, Donald and Angélil, Oliver and Beyerle, Urs and Ciavarella, Andrew and Dittus, Andrea and Quan, Xiao-Wei and Tadross, Mark},
abstractNote = {There is a growing research interest in understanding extreme weather in the context of anthropogenic climate change, posing a requirement for new tailored climate data products. Here we introduce the Climate of the 20th Century Plus Detection and Attribution project (C20C + D&A), an international collaboration generating a product specifically intended for diagnosing causes of changes in extreme weather and for understanding uncertainties in that diagnosis. The project runs multiple dynamical models of the atmosphere-land system under observed historical conditions as well as under naturalised versions of those observed conditions, with the latter representing how the climate system might have evolved in the absence of anthropogenic interference. Each model generates large ensembles of simulations with different initial conditions for each historical scenario, providing a large sample size for understanding interannual variability, long-term trends, and the anthropogenic role in rare types of weather. This paper describes the C20C + D&A project design, implementation, strengths, and limitations, and also discusses various activities such as this special issue of Weather and Climate Extremes dedicated to “First results of the C20C + Detection and Attribution project”.},
doi = {10.1016/j.wace.2019.100206},
journal = {Weather and Climate Extremes},
number = C,
volume = 24,
place = {Netherlands},
year = {Sat Jun 01 00:00:00 EDT 2019},
month = {Sat Jun 01 00:00:00 EDT 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1016/j.wace.2019.100206

Citation Metrics:
Cited by: 29 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

The RCP greenhouse gas concentrations and their extensions from 1765 to 2300
journal, August 2011


Reconciling Theories for Human and Natural Attribution of Recent East Africa Drying
journal, February 2017


An event attribution of the 2010 drought in the South Amazon region using the MIROC5 model: Event attribution of the 2010 Amazon drought
journal, May 2013

  • Shiogama, Hideo; Watanabe, Masahiro; Imada, Yukiko
  • Atmospheric Science Letters, Vol. 14, Issue 3
  • DOI: 10.1002/asl2.435

A New Sea Surface Temperature and Sea Ice Boundary Dataset for the Community Atmosphere Model
journal, October 2008

  • Hurrell, James W.; Hack, James J.; Shea, Dennis
  • Journal of Climate, Vol. 21, Issue 19
  • DOI: 10.1175/2008JCLI2292.1

Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization
journal, January 2016

  • Eyring, Veronika; Bony, Sandrine; Meehl, Gerald A.
  • Geoscientific Model Development, Vol. 9, Issue 5
  • DOI: 10.5194/gmd-9-1937-2016

The blame game
journal, December 2004

  • Allen, Myles R.; Lord, Richard
  • Nature, Vol. 432, Issue 7017
  • DOI: 10.1038/432551a

Biased Estimates of Changes in Climate Extremes From Prescribed SST Simulations
journal, August 2018

  • Fischer, E. M.; Beyerle, U.; Schleussner, C. F.
  • Geophysical Research Letters, Vol. 45, Issue 16
  • DOI: 10.1029/2018GL079176

Behind the veil of extreme event attribution
journal, July 2018

  • Jézéquel, Aglaé; Dépoues, Vivian; Guillemot, Hélène
  • Climatic Change, Vol. 149, Issue 3-4
  • DOI: 10.1007/s10584-018-2252-9

How Fast Are the Tropics Expanding?
journal, March 2014


Future changes in tropospheric ozone under Representative Concentration Pathways (RCPs): CHANGES IN TROPOSPHERIC OZONE UNDER RCPS
journal, March 2011

  • Kawase, Hiroaki; Nagashima, Tatsuya; Sudo, Kengo
  • Geophysical Research Letters, Vol. 38, Issue 5
  • DOI: 10.1029/2010GL046402

An Overview of CMIP5 and the Experiment Design
journal, April 2012

  • Taylor, Karl E.; Stouffer, Ronald J.; Meehl, Gerald A.
  • Bulletin of the American Meteorological Society, Vol. 93, Issue 4
  • DOI: 10.1175/BAMS-D-11-00094.1

Global and regional evolution of short-lived radiatively-active gases and aerosols in the Representative Concentration Pathways
journal, August 2011

  • Lamarque, Jean-François; Kyle, G. Page; Meinshausen, Malte
  • Climatic Change, Vol. 109, Issue 1-2
  • DOI: 10.1007/s10584-011-0155-0

Characterizing Recent Trends in U.S. Heavy Precipitation
journal, April 2016


Three distinct global estimates of historical land-cover change and land-use conversions for over 200 years
journal, June 2012


Drivers of 2016 record Arctic warmth assessed using climate simulations subjected to Factual and Counterfactual forcing
journal, March 2018


DADA: data assimilation for the detection and attribution of weather and climate-related events
journal, March 2016


Attributing Weather Extremes to Climate Change and the Future of Adaptation Policy
journal, September 2016


Reconciling justice and attribution research to advance climate policy
journal, September 2016

  • Huggel, Christian; Wallimann-Helmer, Ivo; Stone, Dáithí
  • Nature Climate Change, Vol. 6, Issue 10
  • DOI: 10.1038/nclimate3104

Characterizing loss and damage from climate change
journal, October 2014

  • James, Rachel; Otto, Friederike; Parker, Hannah
  • Nature Climate Change, Vol. 4, Issue 11
  • DOI: 10.1038/nclimate2411

Half a degree additional warming, prognosis and projected impacts (HAPPI): background and experimental design
journal, January 2017

  • Mitchell, Daniel; AchutaRao, Krishna; Allen, Myles
  • Geoscientific Model Development, Vol. 10, Issue 2
  • DOI: 10.5194/gmd-10-571-2017

Attribution of the June-July 2013 Heat Wave in the Southwestern United States
journal, January 2014


Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application
journal, January 2010

  • Lamarque, J. -F.; Bond, T. C.; Eyring, V.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 15
  • DOI: 10.5194/acp-10-7017-2010

Extreme California Rains During Winter 2015/16: A Change in El Niño Teleconnection?
journal, January 2018

  • Quan, Xiao-Wei; Hoerling, Martin; Smith, Lesley
  • Bulletin of the American Meteorological Society, Vol. 99, Issue 1
  • DOI: 10.1175/BAMS-D-17-0118.1

Transient Climate Simulations with the HadGEM1 Climate Model: Causes of Past Warming and Future Climate Change
journal, June 2006

  • Stott, Peter A.; Jones, Gareth S.; Lowe, Jason A.
  • Journal of Climate, Vol. 19, Issue 12
  • DOI: 10.1175/JCLI3731.1

A monthly and latitudinally varying volcanic forcing dataset in simulations of 20th century climate: VOLCANIC FORCING DATASET OF 20TH CENTURY
journal, June 2003

  • Ammann, Caspar M.; Meehl, Gerald A.; Washington, Warren M.
  • Geophysical Research Letters, Vol. 30, Issue 12
  • DOI: 10.1029/2003GL016875

Attribution of the July–August 2013 heat event in Central and Eastern China to anthropogenic greenhouse gas emissions
journal, May 2017

  • Ma, Shuangmei; Zhou, Tianjun; Stone, Dáithí A.
  • Environmental Research Letters, Vol. 12, Issue 5
  • DOI: 10.1088/1748-9326/aa69d2

Explaining Extreme Events of 2011 from a Climate Perspective
journal, July 2012

  • Peterson, Thomas C.; Stott, Peter A.; Herring, Stephanie
  • Bulletin of the American Meteorological Society, Vol. 93, Issue 7, p. 1041-1067
  • DOI: 10.1175/BAMS-D-12-00021.1

Calibrating Climate Model Ensembles for Assessing Extremes in a Changing Climate
journal, June 2018

  • Herger, Nadja; Angélil, Oliver; Abramowitz, Gab
  • Journal of Geophysical Research: Atmospheres, Vol. 123, Issue 11
  • DOI: 10.1029/2018JD028549

Anthropogenic greenhouse gas contribution to flood risk in England and Wales in autumn 2000
journal, February 2011

  • Pall, Pardeep; Aina, Tolu; Stone, Dáithí A.
  • Nature, Vol. 470, Issue 7334
  • DOI: 10.1038/nature09762

CAM-chem: description and evaluation of interactive atmospheric chemistry in the Community Earth System Model
journal, January 2012

  • Lamarque, J. -F.; Emmons, L. K.; Hess, P. G.
  • Geoscientific Model Development, Vol. 5, Issue 2
  • DOI: 10.5194/gmd-5-369-2012

Anatomy of an Extreme Event
journal, May 2013


Potential and limitations of the attribution of climate change impacts for informing loss and damage discussions and policies
journal, June 2015


SORCE Contributions to New Understanding of Global Change and Solar Variability
journal, August 2005


Quantifying the effect of interannual ocean variability on the attribution of extreme climate events to human influence
journal, January 2017

  • Risser, Mark D.; Stone, Dáithí A.; Paciorek, Christopher J.
  • Climate Dynamics, Vol. 49, Issue 9-10
  • DOI: 10.1007/s00382-016-3492-x

Estimating the Continental Response to Global Warming Using Pattern-Scaled Sea Surface Temperatures and Sea Ice
journal, December 2016

  • Bichet, Adeline; Kushner, Paul J.; Mudryk, Lawrence
  • Journal of Climate, Vol. 29, Issue 24
  • DOI: 10.1175/JCLI-D-16-0032.1

An Independent Assessment of Anthropogenic Attribution Statements for Recent Extreme Temperature and Rainfall Events
journal, January 2017


Explaining Extreme Events of 2012 from a Climate Perspective
journal, September 2013

  • Peterson, Thomas C.; Hoerling, Martin P.; Stott, Peter A.
  • Bulletin of the American Meteorological Society, Vol. 94, Issue 9
  • DOI: 10.1175/BAMS-D-13-00085.1

Was there a basis for anticipating the 2010 Russian heat wave?: THE 2010 RUSSIAN HEAT WAVE
journal, March 2011

  • Dole, Randall; Hoerling, Martin; Perlwitz, Judith
  • Geophysical Research Letters, Vol. 38, Issue 6
  • DOI: 10.1029/2010GL046582

Anthropogenic sulfur dioxide emissions: 1850–2005
journal, January 2011

  • Smith, S. J.; van Aardenne, J.; Klimont, Z.
  • Atmospheric Chemistry and Physics, Vol. 11, Issue 3
  • DOI: 10.5194/acp-11-1101-2011

Is Weather Event Attribution Necessary for Adaptation Funding?
journal, November 2011


Attribution of Forced Decadal Climate Change in Coupled and Uncoupled Ocean–Atmosphere Model Experiments
journal, August 2017


Liability for climate change
journal, February 2003


Explaining Extreme Events of 2013 from a Climate Perspective
journal, September 2014

  • Herring, Stephanie C.; Hoerling, Martin P.; Peterson, Thomas C.
  • Bulletin of the American Meteorological Society, Vol. 95, Issue 9
  • DOI: 10.1175/1520-0477-95.9.S1.1

Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century: The HadEX2 dataset: HADEX2-GLOBAL GRIDDED CLIMATE EXTREMES
journal, March 2013

  • Donat, M. G.; Alexander, L. V.; Yang, H.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 5
  • DOI: 10.1002/jgrd.50150

Understanding the role of sea surface temperature-forcing for variability in global temperature and precipitation extremes
journal, September 2018


Comparing regional precipitation and temperature extremes in climate model and reanalysis products
journal, September 2016

  • Angélil, Oliver; Perkins-Kirkpatrick, Sarah; Alexander, Lisa V.
  • Weather and Climate Extremes, Vol. 13
  • DOI: 10.1016/j.wace.2016.07.001

A Common Framework for Approaches to Extreme Event Attribution
journal, February 2016


The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years: HYDE 3.1 Holocene land use
journal, September 2010


Human influence on climate in the 2014 southern England winter floods and their impacts
journal, February 2016

  • Schaller, Nathalie; Kay, Alison L.; Lamb, Rob
  • Nature Climate Change, Vol. 6, Issue 6
  • DOI: 10.1038/nclimate2927

The Twentieth Century Reanalysis Project
journal, January 2011

  • Compo, G. P.; Whitaker, J. S.; Sardeshmukh, P. D.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654
  • DOI: 10.1002/qj.776

GMMIP (v1.0) contribution to CMIP6: Global Monsoons Model Inter-comparison Project
journal, January 2016

  • Zhou, Tianjun; Turner, Andrew G.; Kinter, James L.
  • Geoscientific Model Development, Vol. 9, Issue 10
  • DOI: 10.5194/gmd-9-3589-2016

An Improved In Situ and Satellite SST Analysis for Climate
journal, July 2002


A New HadGEM3-A-Based System for Attribution of Weather- and Climate-Related Extreme Events
journal, May 2013


Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
journal, January 2003


Stratospheric aerosol optical depths, 1850–1990
journal, January 1993

  • Sato, Makiko; Hansen, James E.; McCormick, M. Patrick
  • Journal of Geophysical Research, Vol. 98, Issue D12
  • DOI: 10.1029/93JD02553

Early 21st century anthropogenic changes in extremely hot days as simulated by the C20C+ detection and attribution multi-model ensemble
journal, June 2018


The HadGEM2-ES implementation of CMIP5 centennial simulations
journal, January 2011

  • Jones, C. D.; Hughes, J. K.; Bellouin, N.
  • Geoscientific Model Development, Vol. 4, Issue 3
  • DOI: 10.5194/gmd-4-543-2011

Upgrade of the HadGEM3-A based attribution system to high resolution and a new validation framework for probabilistic event attribution
journal, June 2018


Multi-model event attribution of the summer 2013 heat wave in Korea
journal, June 2018


Increase in extreme precipitation events under anthropogenic warming in India
journal, June 2018


A basis set for exploration of sensitivity to prescribed ocean conditions for estimating human contributions to extreme weather in CAM5.1-1degree
journal, March 2018


Attribution of extreme weather and climate events overestimated by unreliable climate simulations: RELIABILITY AND EVENT ATTRIBUTION
journal, March 2016

  • Bellprat, Omar; Doblas-Reyes, Francisco
  • Geophysical Research Letters, Vol. 43, Issue 5
  • DOI: 10.1002/2015GL067189

Change in the Odds of Warm Years and Seasons Due to Anthropogenic Influence on the Climate
journal, March 2014


Evaluating Simulated Fraction of Attributable Risk Using Climate Observations
journal, June 2016


Description and evaluation of the Model for Ozone and Related chemical Tracers, version 4 (MOZART-4)
journal, January 2010

  • Emmons, L. K.; Walters, S.; Hess, P. G.
  • Geoscientific Model Development, Vol. 3, Issue 1
  • DOI: 10.5194/gmd-3-43-2010

Attribution of extreme weather and climate-related events: Attribution of extreme weather and climate-related events
journal, December 2015

  • Stott, Peter A.; Christidis, Nikolaos; Otto, Friederike E. L.
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 7, Issue 1
  • DOI: 10.1002/wcc.380

Attribution of floods in the Okavango basin, Southern Africa
journal, April 2014


The Detection and Attribution Model Intercomparison Project (DAMIP v1.0) contribution to CMIP6
journal, January 2016

  • Gillett, Nathan P.; Shiogama, Hideo; Funke, Bernd
  • Geoscientific Model Development, Vol. 9, Issue 10
  • DOI: 10.5194/gmd-9-3685-2016

Human contribution to the European heatwave of 2003
journal, December 2004

  • Stott, Peter A.; Stone, D. A.; Allen, M. R.
  • Nature, Vol. 432, Issue 7017
  • DOI: 10.1038/nature03089

Attributing weather extremes to ‘climate change’: A review
journal, June 2014


Modeling the Sun’s Magnetic Field and Irradiance since 1713
journal, May 2005

  • Wang, Y. ‐M.; Lean, J. L.; Sheeley, Jr., N. R.
  • The Astrophysical Journal, Vol. 625, Issue 1
  • DOI: 10.1086/429689

Works referencing / citing this record:

Understanding the influence of ENSO patterns on drought over southern Africa using SPEEDY
journal, October 2019


A hierarchical collection of political/economic regions for analysis of climate extremes
journal, June 2019


Capability of CAM5.1 in simulating maximum air temperature patterns over West Africa during boreal spring
journal, September 2019

  • Lawal, Kamoru A.; Abiodun, Babatunde J.; Stone, Dáithí A.
  • Modeling Earth Systems and Environment, Vol. 5, Issue 4
  • DOI: 10.1007/s40808-019-00639-2

Forecasted attribution of the human influence on Hurricane Florence
journal, January 2020