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Title: The Influence of Ocean Coupling on Simulated and Projected Tropical Cyclone Precipitation in the HighResMIP–PRIMAVERA Simulations

Abstract

This study aims to quantify the impacts of atmosphere–ocean coupling on simulated and projected tropical cyclone (TC) precipitation globally. We used global climate model (GCM) simulations over 1950–2050 from the High Resolution Model Intercomparison Project (HighResMIP) and compared its fully coupled atmosphere–ocean GCMs (AOGCMs) with atmosphere-only GCMs (AGCMs). We find that ocean coupling generally leads to decreased TC precipitation over ocean and land. Large-scale sea surface temperature (SST) biases are critical drivers of the precipitation difference, with secondary contributions from local TC–ocean feedbacks via SST cold wakes. The two driving factors, attributed to ocean coupling in the AOGCMs, influence TC precipitation in association with decreased TC intensity and specific humidity. The AOGCMs and AGCMs consistently project TC precipitation increases in 2015–2050 relative to 1950–2014 over ocean for all basins, and for landfalling TCs in the North Atlantic and western North Pacific.

Authors:
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]
  1. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Climate and Ecosystem Sciences Division
  2. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Climate and Ecosystem Sciences Division; Iowa State Univ., Ames, IA (United States)
  3. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Climate and Ecosystem Sciences Division; Univ. of California, Berkeley, CA (United States)
Publication Date:
Research Org.:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); European Union (EU)
OSTI Identifier:
1906814
Grant/Contract Number:  
AC02-05CH11231; SC0021109; 641727
Resource Type:
Accepted Manuscript
Journal Name:
Geophysical Research Letters
Additional Journal Information:
Journal Volume: 48; Journal Issue: 20; Journal ID: ISSN 0094-8276
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Huang, Huanping, Patricola, Christina M., and Collins, William D. The Influence of Ocean Coupling on Simulated and Projected Tropical Cyclone Precipitation in the HighResMIP–PRIMAVERA Simulations. United States: N. p., 2021. Web. doi:10.1029/2021gl094801.
Huang, Huanping, Patricola, Christina M., & Collins, William D. The Influence of Ocean Coupling on Simulated and Projected Tropical Cyclone Precipitation in the HighResMIP–PRIMAVERA Simulations. United States. https://doi.org/10.1029/2021gl094801
Huang, Huanping, Patricola, Christina M., and Collins, William D. Fri . "The Influence of Ocean Coupling on Simulated and Projected Tropical Cyclone Precipitation in the HighResMIP–PRIMAVERA Simulations". United States. https://doi.org/10.1029/2021gl094801. https://www.osti.gov/servlets/purl/1906814.
@article{osti_1906814,
title = {The Influence of Ocean Coupling on Simulated and Projected Tropical Cyclone Precipitation in the HighResMIP–PRIMAVERA Simulations},
author = {Huang, Huanping and Patricola, Christina M. and Collins, William D.},
abstractNote = {This study aims to quantify the impacts of atmosphere–ocean coupling on simulated and projected tropical cyclone (TC) precipitation globally. We used global climate model (GCM) simulations over 1950–2050 from the High Resolution Model Intercomparison Project (HighResMIP) and compared its fully coupled atmosphere–ocean GCMs (AOGCMs) with atmosphere-only GCMs (AGCMs). We find that ocean coupling generally leads to decreased TC precipitation over ocean and land. Large-scale sea surface temperature (SST) biases are critical drivers of the precipitation difference, with secondary contributions from local TC–ocean feedbacks via SST cold wakes. The two driving factors, attributed to ocean coupling in the AOGCMs, influence TC precipitation in association with decreased TC intensity and specific humidity. The AOGCMs and AGCMs consistently project TC precipitation increases in 2015–2050 relative to 1950–2014 over ocean for all basins, and for landfalling TCs in the North Atlantic and western North Pacific.},
doi = {10.1029/2021gl094801},
journal = {Geophysical Research Letters},
number = 20,
volume = 48,
place = {United States},
year = {Fri Oct 01 00:00:00 EDT 2021},
month = {Fri Oct 01 00:00:00 EDT 2021}
}

Works referenced in this record:

Fatalities in the United States Indirectly Associated with Atlantic Tropical Cyclones
journal, July 2016

  • Rappaport, Edward N.; Blanchard, B. Wayne
  • Bulletin of the American Meteorological Society, Vol. 97, Issue 7
  • DOI: 10.1175/BAMS-D-15-00042.1

High-Resolution Satellite Surface Latent Heat Fluxes in North Atlantic Hurricanes
journal, September 2011

  • Liu, Jiping; Curry, Judith A.; Clayson, Carol Anne
  • Monthly Weather Review, Vol. 139, Issue 9
  • DOI: 10.1175/2011MWR3548.1

Sea Surface Temperature Thresholds for Tropical Cyclone Formation
journal, October 2015


The impact of climate change on global tropical cyclone damage
journal, January 2012

  • Mendelsohn, Robert; Emanuel, Kerry; Chonabayashi, Shun
  • Nature Climate Change, Vol. 2, Issue 3
  • DOI: 10.1038/nclimate1357

Tropical Cyclone Activity in the High‐Resolution Community Earth System Model and the Impact of Ocean Coupling
journal, January 2018

  • Li, Hui; Sriver, Ryan L.
  • Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 1
  • DOI: 10.1002/2017MS001199

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

Air‐Sea Interactions in the Cold Wakes of Tropical Cyclones
journal, January 2021

  • Pasquero, Claudia; Desbiolles, Fabien; Meroni, Agostino N.
  • Geophysical Research Letters, Vol. 48, Issue 2
  • DOI: 10.1029/2020GL091185

Climate model biases in the eastern tropical oceans: causes, impacts and ways forward: Climate model biases in the eastern tropical oceans
journal, March 2015

  • Richter, Ingo
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 6, Issue 3
  • DOI: 10.1002/wcc.338

How Well Are Tropical Cyclones Represented in Reanalysis Datasets?
journal, July 2017


Description of the resolution hierarchy of the global coupled HadGEM3-GC3.1 model as used in CMIP6 HighResMIP experiments
journal, January 2019

  • Roberts, Malcolm J.; Baker, Alex; Blockley, Ed W.
  • Geoscientific Model Development, Vol. 12, Issue 12
  • DOI: 10.5194/gmd-12-4999-2019

ERA-20C: An Atmospheric Reanalysis of the Twentieth Century
journal, June 2016


Effect of air-sea coupling in the assessment of CO2-induced intensification of tropical cyclone activity
journal, March 2007

  • Hasegawa, Akira; Emori, Seita
  • Geophysical Research Letters, Vol. 34, Issue 5
  • DOI: 10.1029/2006GL028275

Tropical cyclones and climate change: Tropical cyclones and climate change
journal, November 2015

  • Walsh, Kevin J. E.; McBride, John L.; Klotzbach, Philip J.
  • Wiley Interdisciplinary Reviews: Climate Change, Vol. 7, Issue 1
  • DOI: 10.1002/wcc.371

Impact of Model Resolution on Tropical Cyclone Simulation Using the HighResMIP–PRIMAVERA Multimodel Ensemble
journal, April 2020


Dynamical Seasonal Predictions of Tropical Cyclone Activity: Roles of Sea Surface Temperature Errors and Atmosphere–Land Initialization
journal, March 2021


Atlantic Hurricane Database Uncertainty and Presentation of a New Database Format
journal, October 2013


Anthropogenic influences on major tropical cyclone events
journal, November 2018


Fatalities in the United States from Atlantic Tropical Cyclones: New Data and Interpretation
journal, March 2014


Climate costs of tropical cyclone losses also depend on rain
journal, July 2018

  • Bakkensen, Laura A.; Park, Doo-Sun R.; Sarkar, Raja Shanti Ranjan
  • Environmental Research Letters, Vol. 13, Issue 7
  • DOI: 10.1088/1748-9326/aad056

North Pacific Upper-Ocean Cold Temperature Biases in CMIP6 Simulations and the Role of Regional Vertical Mixing
journal, September 2020


Tropical Cyclone Interaction with the Ocean: The Role of High-Frequency (Subdaily) Coupled Processes
journal, January 2017

  • Scoccimarro, Enrico; Fogli, Pier Giuseppe; Reed, Kevin A.
  • Journal of Climate, Vol. 30, Issue 1
  • DOI: 10.1175/JCLI-D-16-0292.1

Changes in extreme events and the potential impacts on human health
journal, November 2017

  • Bell, Jesse E.; Brown, Claudia Langford; Conlon, Kathryn
  • Journal of the Air & Waste Management Association, Vol. 68, Issue 4
  • DOI: 10.1080/10962247.2017.1401017

The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6
journal, January 2016

  • O'Neill, Brian C.; Tebaldi, Claudia; van Vuuren, Detlef P.
  • Geoscientific Model Development, Vol. 9, Issue 9
  • DOI: 10.5194/gmd-9-3461-2016

The impact of climate model sea surface temperature biases on tropical cyclone simulations
journal, December 2018


Modulation of Clouds and Rainfall by Tropical Cyclone's Cold Wakes
journal, September 2020

  • Ma, Zhanhong; Fei, Jianfang; Lin, Yanluan
  • Geophysical Research Letters, Vol. 47, Issue 17
  • DOI: 10.1029/2020GL088873

The Feedback of Cold Wakes on Tropical Cyclones
journal, April 2021

  • Karnauskas, Kristopher B.; Zhang, Lei; Emanuel, Kerry A.
  • Geophysical Research Letters, Vol. 48, Issue 7
  • DOI: 10.1029/2020GL091676

Tropical Cyclones and Climate Change Assessment: Part II: Projected Response to Anthropogenic Warming
journal, March 2020

  • Knutson, Thomas; Camargo, Suzana J.; Chan, Johnny C. L.
  • Bulletin of the American Meteorological Society, Vol. 101, Issue 3
  • DOI: 10.1175/BAMS-D-18-0194.1

TempestExtremes: a framework for scale-insensitive pointwise feature tracking on unstructured grids
journal, January 2017


Assessing the oceanic control on the amplitude of sea surface cooling induced by tropical cyclones: OCEANIC CONTROL OF TC-INDUCED COOLING
journal, May 2012

  • Vincent, Emmanuel M.; Lengaigne, Matthieu; Vialard, Jérôme
  • Journal of Geophysical Research: Oceans, Vol. 117, Issue C5
  • DOI: 10.1029/2011JC007705

Intense Precipitation Events Associated with Landfalling Tropical Cyclones in Response to a Warmer Climate and Increased CO 2
journal, June 2014

  • Scoccimarro, Enrico; Gualdi, Silvio; Villarini, Gabriele
  • Journal of Climate, Vol. 27, Issue 12
  • DOI: 10.1175/JCLI-D-14-00065.1

An overview of the performance of CMIP6 models in the tropical Atlantic: mean state, variability, and remote impacts
journal, August 2020


Rainfall from tropical cyclones: high-resolution simulations and seasonal forecasts
journal, September 2018


Evaluation of CMIP6 DECK Experiments With CNRM‐CM6‐1
journal, July 2019

  • Voldoire, A.; Saint‐Martin, D.; Sénési, S.
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 7
  • DOI: 10.1029/2019MS001683

Progress during TOGA in understanding and modeling global teleconnections associated with tropical sea surface temperatures
journal, June 1998

  • Trenberth, Kevin E.; Branstator, Grant W.; Karoly, David
  • Journal of Geophysical Research: Oceans, Vol. 103, Issue C7
  • DOI: 10.1029/97JC01444

Atmospheric GCM Response to Extratropical SST Anomalies: Synthesis and Evaluation*
journal, August 2002


The typhoon-induced drying of the Maritime Continent
journal, February 2020

  • Scoccimarro, Enrico; Gualdi, Silvio; Bellucci, Alessio
  • Proceedings of the National Academy of Sciences, Vol. 117, Issue 8
  • DOI: 10.1073/pnas.1915364117

HighResMIP versions of EC-Earth: EC-Earth3P and EC-Earth3P-HR – description, model computational performance and basic validation
journal, January 2020

  • Haarsma, Rein; Acosta, Mario; Bakhshi, Rena
  • Geoscientific Model Development, Vol. 13, Issue 8
  • DOI: 10.5194/gmd-13-3507-2020

The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales
journal, February 2007

  • Huffman, George J.; Bolvin, David T.; Nelkin, Eric J.
  • Journal of Hydrometeorology, Vol. 8, Issue 1
  • DOI: 10.1175/JHM560.1

High Resolution Model Intercomparison Project (HighResMIP v1.0) for CMIP6
journal, January 2016

  • Haarsma, Reindert J.; Roberts, Malcolm J.; Vidale, Pier Luigi
  • Geoscientific Model Development, Vol. 9, Issue 11
  • DOI: 10.5194/gmd-9-4185-2016

Impact of Higher Spatial Atmospheric Resolution on Precipitation Extremes Over Land in Global Climate Models
journal, July 2020

  • Bador, Margot; Boé, Julien; Terray, Laurent
  • Journal of Geophysical Research: Atmospheres, Vol. 125, Issue 13
  • DOI: 10.1029/2019JD032184

Projected Future Changes in Tropical Cyclones Using the CMIP6 HighResMIP Multimodel Ensemble
journal, July 2020

  • Roberts, Malcolm John; Camp, Joanne; Seddon, Jon
  • Geophysical Research Letters, Vol. 47, Issue 14
  • DOI: 10.1029/2020GL088662

Processes setting the characteristics of sea surface cooling induced by tropical cyclones: PROCESSES OF HURRICANES COLD WAKE
journal, February 2012

  • Vincent, Emmanuel M.; Lengaigne, Matthieu; Madec, Gurvan
  • Journal of Geophysical Research: Oceans, Vol. 117, Issue C2
  • DOI: 10.1029/2011JC007396