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Title: Climate model projections from the Scenario Model Intercomparison Project (ScenarioMIP) of CMIP6

Journal Article · · Earth System Dynamics (Online)
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The Scenario Model Intercomparison Project (ScenarioMIP) defines and coordinates the main set of future climate projections, based on concentration-driven simulations, within the Coupled Model Intercomparison Project phase 6 (CMIP6). This paper presents a range of its outcomes by synthesizing results from the participating global coupled Earth system models. We limit our scope to the analysis of strictly geophysical outcomes: mainly global averages and spatial patterns of change for surface air temperature and precipitation. We also compare CMIP6 projections to CMIP5 results, especially for those scenarios that were designed to provide continuity across the CMIP phases, at the same time highlighting important differences in forcing composition, as well as in results. The range of future temperature and precipitation changes by the end of the century (2081–2100) encompassing the Tier 1 experiments based on the Shared Socioeconomic Pathway (SSP) scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0 and SSP5-8.5) and SSP1-1.9 spans a larger range of outcomes compared to CMIP5, due to higher warming (by close to 1.5 °C) reached at the upper end of the 5 %–95 % envelope of the highest scenario (SSP5-8.5). This is due to both the wider range of radiative forcing that the new scenarios cover and the higher climate sensitivities in some of the new models compared to their CMIP5 predecessors. Spatial patterns of change for temperature and precipitation averaged over models and scenarios have familiar features, and an analysis of their variations confirms model structural differences to be the dominant source of uncertainty. Models also differ with respect to the size and evolution of internal variability as measured by individual models' initial condition ensemble spreads, according to a set of initial condition ensemble simulations available under SSP3-7.0. These experiments suggest a tendency for internal variability to decrease along the course of the century in this scenario, a result that will benefit from further analysis over a larger set of models. Benefits of mitigation, all else being equal in terms of societal drivers, appear clearly when comparing scenarios developed under the same SSP but to which different degrees of mitigation have been applied. It is also found that a mild overshoot in temperature of a few decades around mid-century, as represented in SSP5-3.4OS, does not affect the end outcome of temperature and precipitation changes by 2100, which return to the same levels as those reached by the gradually increasing SSP4-3.4 (not erasing the possibility, however, that other aspects of the system may not be as easily reversible). Central estimates of the time at which the ensemble means of the different scenarios reach a given warming level might be biased by the inclusion of models that have shown faster warming in the historical period than the observed. Those estimates show all scenarios reaching 1.5 °C of warming compared to the 1850–1900 baseline in the second half of the current decade, with the time span between slow and fast warming covering between 20 and 27 years from present. The warming level of 2 °C of warming is reached as early as 2039 by the ensemble mean under SSP5-8.5 but as late as the mid-2060s under SSP1-2.6. The highest warming level considered (5 °C) is reached by the ensemble mean only under SSP5-8.5 and not until the mid-2090s.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States); University Corporation for Atmospheric Research, Boulder, CO (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Biological and Environmental Research (BER); European Union Horizon 2020
Grant/Contract Number:
AC52-07NA27344; AC05-76RLO1830; 641816; AC05-76RL01830; 89243018SSC000007; AC05-00OR22725
OSTI ID:
1768669
Alternate ID(s):
OSTI ID: 1770031; OSTI ID: 1775454; OSTI ID: 1776670; OSTI ID: 1785988; OSTI ID: 1820789
Report Number(s):
LLNL-JRNL-817162; PNNL-SA-155687; LLNL-JRNL-813606
Journal Information:
Earth System Dynamics (Online), Journal Name: Earth System Dynamics (Online) Vol. 12 Journal Issue: 1; ISSN 2190-4987
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
Germany
Language:
English

References (113)

Radiative forcing of carbon dioxide, methane, and nitrous oxide: A significant revision of the methane radiative forcing: Greenhouse Gas Radiative Forcing journal December 2016
Increasing ENSO–rainfall variability due to changes in future tropical temperature–rainfall relationship journal February 2021
A Simple, Coherent Framework for Partitioning Uncertainty in Climate Predictions journal September 2011
A more productive, but different, ocean after mitigation: ALTERED OCEAN AFTER MITIGATION journal November 2015
Past warming trend constrains future warming in CMIP6 models journal March 2020
Partitioning climate projection uncertainty with multiple large ensembles and CMIP5/6 journal January 2020
Climate and socio-economic scenarios for climate change research and assessment: reconciling the new with the old journal November 2013
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization journal January 2016
Ocean Carbon Cycle Feedbacks Under Negative Emissions journal May 2018
The SSP4: A world of deepening inequality journal January 2017
Significant impact of forcing uncertainty in a large ensemble of climate model simulations journal May 2021
Carbon–concentration and carbon–climate feedbacks in CMIP6 models and their comparison to CMIP5 models journal January 2020
Improved pattern scaling approaches for the use in climate impact studies: IMPROVED PATTERN SCALING APPROACHES journal May 2015
GISS‐E2.1: Configurations and Climatology journal August 2020
Energetic Constraints on Precipitation Under Climate Change journal November 2011
Flow-dependent assimilation of sea surface temperature in isopycnal coordinates with the Norwegian Climate Prediction Model journal December 2016
Earth System Model Evaluation Tool (ESMValTool) v2.0 – an extended set of large-scale diagnostics for quasi-operational and comprehensive evaluation of Earth system models in CMIP journal January 2020
Configuration and spin-up of ACCESS-CM2, the new generation Australian Community Climate and Earth System Simulator Coupled Model journal January 2020
Pattern scaling: Its strengths and limitations, and an update on the latest model simulations journal January 2014
An Overview of CMIP5 and the Experiment Design journal April 2012
The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6 journal January 2016
Warmer climate projections in EC-Earth3-Veg: the role of changes in the greenhouse gas concentrations from CMIP5 to CMIP6 journal May 2020
The next generation of scenarios for climate change research and assessment journal February 2010
Sensitivity of carbon budgets to permafrost carbon feedbacks and non-CO 2 forcings journal November 2015
CMIP5 Scientific Gaps and Recommendations for CMIP6 journal January 2017
Simulation of the present-day climate with the climate model INMCM5 journal February 2017
Reduced Complexity Model Intercomparison Project Phase 1: introduction and evaluation of global-mean temperature response journal January 2020
UKESM1: Description and Evaluation of the U.K. Earth System Model journal December 2019
CMIP6 Historical Simulations (1850–2014) With GISS‐E2.1 journal January 2021
The Geoengineering Model Intercomparison Project Phase 6 (GeoMIP6): simulation design and preliminary results journal January 2015
Solar forcing for CMIP6 (v3.2) journal January 2017
The Beijing Climate Center Climate System Model (BCC-CSM): the main progress from CMIP5 to CMIP6 journal January 2019
Long-Term Climate Simulations Using the IITM Earth System Model (IITM-ESMv2) With Focus on the South Asian Monsoon journal May 2018
A new scenario framework for Climate Change Research: scenario matrix architecture journal October 2013
The effectiveness of net negative carbon dioxide emissions in reversing anthropogenic climate change journal September 2015
The Met Office Global Coupled Model 3.0 and 3.1 (GC3.0 and GC3.1) Configurations journal February 2018
Multiple drivers of the North Atlantic warming hole journal June 2020
The shared socio-economic pathway (SSP) greenhouse gas concentrations and their extensions to 2500 journal January 2020
Path Independence of Carbon Budgets When Meeting a Stringent Global Mean Temperature Target After an Overshoot journal December 2019
The DOE E3SM Coupled Model Version 1: Overview and Evaluation at Standard Resolution journal July 2019
Development of the MIROC-ES2L Earth system model and the evaluation of biogeochemical processes and feedbacks journal January 2020
Structure and Performance of GFDL's CM4.0 Climate Model journal November 2019
The CMIP6 Data Request (DREQ, version 01.00.31) journal January 2020
Overview of the Norwegian Earth System Model (NorESM2) and key climate response of CMIP6 DECK, historical, and scenario simulations journal January 2020
Progress in climate modeling of precipitation over the Tibetan Plateau journal February 2020
Change in the magnitude and mechanisms of global temperature variability with warming journal September 2017
C4MIP – The Coupled Climate–Carbon Cycle Model Intercomparison Project: experimental protocol for CMIP6 journal January 2016
Quantifying stochastic uncertainty in detection time of human-caused climate signals journal September 2019
The Meteorological Research Institute Earth System Model Version 2.0, MRI-ESM2.0: Description and Basic Evaluation of the Physical Component journal January 2019
Earth System Model Evaluation Tool (ESMValTool) v2.0 – diagnostics for emergent constraints and future projections from Earth system models in CMIP journal January 2020
How large does a large ensemble need to be? journal January 2020
Shared Socio-Economic Pathways of the Energy Sector – Quantifying the Narratives journal January 2017
Evaluation of the Korea Meteorological Administration Advanced Community Earth-System model (K-ACE) journal August 2019
Causes of Higher Climate Sensitivity in CMIP6 Models journal January 2020
Evaluation of CNRM Earth System Model, CNRM‐ESM2‐1: Role of Earth System Processes in Present‐Day and Future Climate journal December 2019
Long-term response of oceans to CO2 removal from the atmosphere journal August 2015
Global emissions pathways under different socioeconomic scenarios for use in CMIP6: a dataset of harmonized emissions trajectories through the end of the century journal January 2019
Earth System Model Evaluation Tool (ESMValTool) v2.0 – technical overview journal January 2020
Simulations for CMIP6 With the AWI Climate Model AWI‐CM‐1‐1 journal September 2020
How Much Will Precipitation Increase With Global Warming? journal May 2008
The GFDL Earth System Model version 4.1 (GFDL‐ESM 4.1): Overall coupled model description and simulation characteristics journal August 2020
Evaluation of CMIP6 DECK Experiments With CNRM‐CM6‐1 journal July 2019
Magnitudes and Spatial Patterns of Interdecadal Temperature Variability in CMIP6 journal April 2020
Ocean biogeochemistry in the Norwegian Earth System Model version 2 (NorESM2) journal January 2020
The Carbon Dioxide Removal Model Intercomparison Project (CDRMIP): rationale and experimental protocol for CMIP6 journal January 2018
A new scenario framework for climate change research: the concept of shared socioeconomic pathways journal October 2013
The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview journal January 2017
Representation of Southern Ocean Properties across Coupled Model Intercomparison Project Generations: CMIP3 to CMIP6 journal August 2020
Reduced global warming from CMIP6 projections when weighting models by performance and independence journal January 2020
Context for interpreting equilibrium climate sensitivity and transient climate response from the CMIP6 Earth system models journal June 2020
Review of simulations of climate variability and change with the GFDL R30 coupled climate model journal September 2002
Earth System Model Evaluation Tool (ESMValTool) v2.0 – diagnostics for extreme events, regional and impact evaluation and analysis of Earth system models in CMIP posted_content October 2020
Presentation and Evaluation of the IPSL‐CM6A‐LR Climate Model journal July 2020
The Australian Earth System Model: ACCESS-ESM1.5 journal January 2020
Effective radiative forcing and adjustments in CMIP6 models journal January 2020
The RCP greenhouse gas concentrations and their extensions from 1765 to 2300 journal August 2011
The CAMS Climate System Model and a Basic Evaluation of Its Climatology and Climate Variability Simulation journal December 2018
The Land Use Model Intercomparison Project (LUMIP) contribution to CMIP6: rationale and experimental design journal January 2016
Evaluation of FAMIL2 in Simulating the Climatology and Seasonal‐to‐Interannual Variability of Tropical Cyclone Characteristics journal April 2019
Insights from Earth system model initial-condition large ensembles and future prospects journal March 2020
Achievements and needs for the climate change scenario framework journal November 2020
Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS) journal January 2018
No increase in global temperature variability despite changing regional patterns journal July 2013
LMDZ6A: The Atmospheric Component of the IPSL Climate Model With Improved and Better Tuned Physics journal July 2020
Delayed detection of climate mitigation benefits due to climate inertia and variability journal October 2013
Fossil-fueled development (SSP5): An energy and resource intensive scenario for the 21st century journal January 2017
A Higher-resolution Version of the Max Planck Institute Earth System Model (MPI-ESM1.2-HR) journal July 2018
FIO‐ESM Version 2.0: Model Description and Evaluation journal June 2020
Future air pollution in the Shared Socio-economic Pathways journal January 2017
Relating climate sensitivity indices to projection uncertainty journal January 2020
Emergent constraints on transient climate response (TCR) and equilibrium climate sensitivity (ECS) from historical warming in CMIP5 and CMIP6 models journal January 2020
Climate Model Projections of 21st Century Global Warming Constrained Using the Observed Warming Trend journal June 2020
Present‐Day and Historical Aerosol and Ozone Characteristics in CNRM CMIP6 Simulations journal January 2020
Simulation of the modern climate using the INM-CM48 climate model journal December 2018
Implementation of the CMIP6 Forcing Data in the IPSL‐CM6A‐LR Model journal April 2020
Quantifying the irreducible uncertainty in near‐term climate projections journal November 2018
Global mean climate and main patterns of variability in the CMCC‐CM2 coupled model journal December 2018
Developments in the MPI‐M Earth System Model version 1.2 (MPI‐ESM1.2) and Its Response to Increasing CO 2 journal April 2019
Precipitation variability increases in a warmer climate journal December 2017
Description and basic evaluation of simulated mean state, internal variability, and climate sensitivity in MIROC6 journal January 2019
A new scenario framework for climate change research: the concept of shared climate policy assumptions journal January 2014
The Low‐Resolution Version of HadGEM3 GC3.1: Development and Evaluation for Global Climate journal November 2018
AerChemMIP: quantifying the effects of chemistry and aerosols in CMIP6 journal January 2017
CAS FGOALS-f3-L Model Datasets for CMIP6 Historical Atmospheric Model Intercomparison Project Simulation journal July 2019
Making climate projections conditional on historical observations journal January 2021
An Assessment of Earth's Climate Sensitivity Using Multiple Lines of Evidence journal September 2020
Observed fingerprint of a weakening Atlantic Ocean overturning circulation journal April 2018
The Community Earth System Model Version 2 (CESM2) journal February 2020
The DOE E3SM v1.1 Biogeochemistry Configuration: Description and Simulated Ecosystem‐Climate Responses to Historical Changes in Forcing journal September 2020
The Canadian Earth System Model version 5 (CanESM5.0.3) journal January 2019
A global space-based stratospheric aerosol climatology: 1979–2016 journal January 2018
Sensitivity of regional climate to global temperature and forcing journal July 2015
The NUIST Earth System Model (NESM) version 3: description and preliminary evaluation journal January 2018

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