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Title: Precipitation characteristic changes due to global warming in a high‐resolution (16 km) ECMWF simulation

Abstract

Changes in precipitation amount, intensity and frequency in response to global warming are examined using global high‐resolution (16 km) climate model simulations based on the European Centre for Medium‐range Weather Forecasts (ECMWF) Integrated Forecast System (IFS) conducted under Project Athena. Our study shows the increases of zonal‐mean total precipitation in all latitudes except the northern subtropics (15°–30°N) and southern subtropics‐to‐midlatitudes (30°–40°S). The probability distribution function (PDF) changes in different latitudes suggest a higher occurrence of light precipitation (LP; ≤1 mm/day) and heavy precipitation (HP; ≥30 mm/day) at the expense of moderate precipitation reduction (MP; 1–30 mm/day) from Tropics to midlatitudes, but an increase in all categories of precipitation in polar regions. On the other hand, the PDF change with global warming in different precipitation climatological zones presents another image. For all regions and seasons examined, there is an HP increase at the cost of MP, but LP varies. The reduced MP in richer precipitation zones resides in the PDF peak intensities, which linearly increase with the precipitation climatology zones. In particular in the Tropics (20°S to 20°N), the precipitation PDF has a flatter distribution (i.e. HP and LP increases with MP reduction) except for the Sahara Desert. In the primarymore » precipitation zones in the subtropics (20°–40°) of both hemispheres, precipitation over land switches toward higher intensity (HP increases, but MP and LP decrease) in both winter and summer, while precipitation over ocean in both seasons shows a flattening trend in the intensity distribution. For the major precipitation zones of the mid‐to‐high latitude belt (40°–70°), PDF of precipitation tends to be flatter over ocean in summer, but switches toward higher intensities over land in both summer and winter, as well as over ocean in winter.« less

Authors:
ORCiD logo [1];  [2];  [2];  [3];  [4];  [5];  [5]
  1. Center for Climate Physics Institute for Basic Science Busan South Korea, Pusan National University Busan South Korea
  2. Department of Physical and Environmental Sciences Texas A&,M University‐Corpus Christi Corpus Christi Texas
  3. Pacific Northwest National Laboratory Richland Washington
  4. Department of Atmospheric, Oceanic, and Earth Sciences George Mason University Fairfax Virginia
  5. Department of Mathematics and Statistics Texas A&,M University‐Corpus Christi Corpus Christi Texas
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Aeronautics and Space Administration (NASA); National Oceanic and Atmospheric Administration (NOAA); National Science Foundation (NSF); Institute for Basic Science
OSTI Identifier:
1490121
Alternate Identifier(s):
OSTI ID: 1490122; OSTI ID: 1506988
Report Number(s):
PNNL-SA-140378
Journal ID: ISSN 0035-9009
Grant/Contract Number:  
AC05-76RL01830; NNX14AM19G; NNX15AQ17G; NA14OAR4310160; AGS-1338427; IBS-R028-D1
Resource Type:
Published Article
Journal Name:
Quarterly Journal of the Royal Meteorological Society
Additional Journal Information:
Journal Name: Quarterly Journal of the Royal Meteorological Society Journal Volume: 145 Journal Issue: 718; Journal ID: ISSN 0035-9009
Publisher:
Wiley Blackwell (John Wiley & Sons)
Country of Publication:
United Kingdom
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; atmosphere; atmospheric dynamics; global warming; extreme precipitation; climatological zone; climatology; high-resolution ECMWF model; precipitation characteristics; probability density function

Citation Formats

Feng, Xuelei, Liu, Chuntao, Xie, Feiqin, Lu, Jian, Chiu, Long S., Tintera, George, and Chen, Baohua. Precipitation characteristic changes due to global warming in a high‐resolution (16 km) ECMWF simulation. United Kingdom: N. p., 2019. Web. doi:10.1002/qj.3432.
Feng, Xuelei, Liu, Chuntao, Xie, Feiqin, Lu, Jian, Chiu, Long S., Tintera, George, & Chen, Baohua. Precipitation characteristic changes due to global warming in a high‐resolution (16 km) ECMWF simulation. United Kingdom. https://doi.org/10.1002/qj.3432
Feng, Xuelei, Liu, Chuntao, Xie, Feiqin, Lu, Jian, Chiu, Long S., Tintera, George, and Chen, Baohua. Wed . "Precipitation characteristic changes due to global warming in a high‐resolution (16 km) ECMWF simulation". United Kingdom. https://doi.org/10.1002/qj.3432.
@article{osti_1490121,
title = {Precipitation characteristic changes due to global warming in a high‐resolution (16 km) ECMWF simulation},
author = {Feng, Xuelei and Liu, Chuntao and Xie, Feiqin and Lu, Jian and Chiu, Long S. and Tintera, George and Chen, Baohua},
abstractNote = {Changes in precipitation amount, intensity and frequency in response to global warming are examined using global high‐resolution (16 km) climate model simulations based on the European Centre for Medium‐range Weather Forecasts (ECMWF) Integrated Forecast System (IFS) conducted under Project Athena. Our study shows the increases of zonal‐mean total precipitation in all latitudes except the northern subtropics (15°–30°N) and southern subtropics‐to‐midlatitudes (30°–40°S). The probability distribution function (PDF) changes in different latitudes suggest a higher occurrence of light precipitation (LP; ≤1 mm/day) and heavy precipitation (HP; ≥30 mm/day) at the expense of moderate precipitation reduction (MP; 1–30 mm/day) from Tropics to midlatitudes, but an increase in all categories of precipitation in polar regions. On the other hand, the PDF change with global warming in different precipitation climatological zones presents another image. For all regions and seasons examined, there is an HP increase at the cost of MP, but LP varies. The reduced MP in richer precipitation zones resides in the PDF peak intensities, which linearly increase with the precipitation climatology zones. In particular in the Tropics (20°S to 20°N), the precipitation PDF has a flatter distribution (i.e. HP and LP increases with MP reduction) except for the Sahara Desert. In the primary precipitation zones in the subtropics (20°–40°) of both hemispheres, precipitation over land switches toward higher intensity (HP increases, but MP and LP decrease) in both winter and summer, while precipitation over ocean in both seasons shows a flattening trend in the intensity distribution. For the major precipitation zones of the mid‐to‐high latitude belt (40°–70°), PDF of precipitation tends to be flatter over ocean in summer, but switches toward higher intensities over land in both summer and winter, as well as over ocean in winter.},
doi = {10.1002/qj.3432},
journal = {Quarterly Journal of the Royal Meteorological Society},
number = 718,
volume = 145,
place = {United Kingdom},
year = {Wed Jan 09 00:00:00 EST 2019},
month = {Wed Jan 09 00:00:00 EST 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1002/qj.3432

Citation Metrics:
Cited by: 23 works
Citation information provided by
Web of Science

Figures / Tables:

FIGURE 1 FIGURE 1: (a) Geographical distribution of daily precipitation climatology from AMIP simulation. (b) (top) Latitudinal distributions of zonal-mean precipitation climatology from AMIP (blue line) and Time-slice (TS; red line); (bottom) zonal-mean climatological precipitation difference (TS−AMIP; black line) indicating the precipitation change under global warming [Colour figure can be viewed atmore » wileyonlinelibrary.com].« less

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Works referenced in this record:

Dominant role of greenhouse-gas forcing in the recovery of Sahel rainfall
journal, June 2015


Observed climate variability and change of relevance to the biosphere
journal, August 2000

  • Easterling, David R.; Karl, Thomas R.; Gallo, Kevin P.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D15
  • DOI: 10.1029/2000JD900166

Future changes in the distribution of daily precipitation totals across North America
journal, January 2002


The response of the climate system to the indirect effects of anthropogenic sulfate aerosol
journal, August 2001

  • Williams, K. D.; Jones, A.; Roberts, D. L.
  • Climate Dynamics, Vol. 17, Issue 11
  • DOI: 10.1007/s003820100150

An imperative for climate change planning: tracking Earth's global energy
journal, October 2009


How Often Will It Rain?
journal, October 2007

  • Sun, Ying; Solomon, Susan; Dai, Aiguo
  • Journal of Climate, Vol. 20, Issue 19
  • DOI: 10.1175/JCLI4263.1

Representation of Clouds in Large-Scale Models
journal, November 1993


Strategies: Revolution in Climate Prediction is Both Necessary and Possible: A Declaration at the World Modelling Summit for Climate Prediction
journal, February 2009

  • Shukla, J.; Hagedorn, R.; Miller, M.
  • Bulletin of the American Meteorological Society, Vol. 90, Issue 2
  • DOI: 10.1175/2008BAMS2759.1

Tropical Rainfall Trends and the Indirect Aerosol Effect
journal, August 2002


Tropical Rainfall Variability on Interannual-to-Interdecadal and Longer Time Scales Derived from the GPCP Monthly Product
journal, August 2007

  • Gu, Guojun; Adler, Robert F.; Huffman, George J.
  • Journal of Climate, Vol. 20, Issue 15
  • DOI: 10.1175/JCLI4227.1

Testing the Clausius–Clapeyron constraint on changes in extreme precipitation under CO2 warming
journal, August 2006


Constraints on future changes in climate and the hydrologic cycle
journal, September 2002


The Response of the Extratropical Hydrological Cycle to Global Warming
journal, July 2007

  • Lorenz, David J.; DeWeaver, Eric T.
  • Journal of Climate, Vol. 20, Issue 14
  • DOI: 10.1175/JCLI4192.1

Precipitation changes in a GCM resulting from the indirect effects of anthropogenic aerosols
journal, October 2000

  • Rotstayn, Leon D.; Ryan, Brian F.; Penner, Joyce E.
  • Geophysical Research Letters, Vol. 27, Issue 19
  • DOI: 10.1029/2000GL011737

Evaluating the “Rich-Get-Richer” Mechanism in Tropical Precipitation Change under Global Warming
journal, April 2009

  • Chou, Chia; Neelin, J. David; Chen, Chao-An
  • Journal of Climate, Vol. 22, Issue 8
  • DOI: 10.1175/2008JCLI2471.1

Robust Responses of the Hydrological Cycle to Global Warming
journal, November 2006

  • Held, Isaac M.; Soden, Brian J.
  • Journal of Climate, Vol. 19, Issue 21
  • DOI: 10.1175/JCLI3990.1

An Improved Land Surface Parameterization Scheme in the ECMWF Model and Its Validation
journal, November 1995


How much do precipitation extremes change in a warming climate?: CHANGES IN PRECIPITATION EXTREMES
journal, September 2012

  • Shiu, Chein-Jung; Liu, Shaw Chen; Fu, Congbin
  • Geophysical Research Letters, Vol. 39, Issue 17
  • DOI: 10.1029/2012GL052762

Revolutionizing Climate Modeling with Project Athena: A Multi-Institutional, International Collaboration
journal, February 2013

  • Kinter, J. L.; Cash, B.; Achuthavarier, D.
  • Bulletin of the American Meteorological Society, Vol. 94, Issue 2
  • DOI: 10.1175/BAMS-D-11-00043.1

Global Warming and the Weakening of the Tropical Circulation
journal, September 2007

  • Vecchi, Gabriel A.; Soden, Brian J.
  • Journal of Climate, Vol. 20, Issue 17
  • DOI: 10.1175/JCLI4258.1

The Increasing Trend of Intense Precipitation in Japan Based on Four-hourly Data for a Hundred Years
journal, January 2005


Use of Reduced Gaussian Grids in Spectral Models
journal, April 1991


Mechanisms of Global Warming Impacts on Regional Tropical Precipitation*
journal, July 2004


Implementation of the Semi-Lagrangian Method in a High-Resolution Version of the ECMWF Forecast Model
journal, February 1995


Large discrepancy between observed and simulated precipitation trends in the ascending and descending branches of the tropical circulation
journal, January 2007

  • Allan, Richard P.; Soden, Brian J.
  • Geophysical Research Letters, Vol. 34, Issue 18
  • DOI: 10.1029/2007GL031460

A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System
journal, June 2009

  • Balsamo, Gianpaolo; Beljaars, Anton; Scipal, Klaus
  • Journal of Hydrometeorology, Vol. 10, Issue 3
  • DOI: 10.1175/2008JHM1068.1

Dynamic and thermodynamic changes in mean and extreme precipitation under changed climate: MEAN AND EXTREME PRECIPITATION CHANGES
journal, September 2005


Atmospheric Warming and the Amplification of Precipitation Extremes
journal, August 2008


The Community Climate System Model Version 3 (CCSM3)
journal, June 2006

  • Collins, William D.; Bitz, Cecilia M.; Blackmon, Maurice L.
  • Journal of Climate, Vol. 19, Issue 11
  • DOI: 10.1175/JCLI3761.1

Constrained work output of the moist atmospheric heat engine in a warming climate
journal, January 2015


Effects of Mount Pinatubo volcanic eruption on the hydrological cycle as an analog of geoengineering: PINATUBO AND THE HYDROLOGICAL CYCLE
journal, August 2007

  • Trenberth, Kevin E.; Dai, Aiguo
  • Geophysical Research Letters, Vol. 34, Issue 15
  • DOI: 10.1029/2007GL030524

Asymmetry of tropical precipitation change under global warming
journal, January 2007

  • Chou, Chia; Tu, Jien-Yi; Tan, Pei-Hua
  • Geophysical Research Letters, Vol. 34, Issue 17
  • DOI: 10.1029/2007GL030327

Climate Change, Deforestation, and the Fate of the Amazon
journal, January 2008


The Changing Character of Precipitation
journal, September 2003

  • Trenberth, Kevin E.; Dai, Aiguo; Rasmussen, Roy M.
  • Bulletin of the American Meteorological Society, Vol. 84, Issue 9
  • DOI: 10.1175/BAMS-84-9-1205

A two-time-level semi-Lagrangian global spectral model
journal, January 2001

  • Temperton, Clive; Hortal, Mariano; Simmons, Adrian
  • Quarterly Journal of the Royal Meteorological Society, Vol. 127, Issue 571
  • DOI: 10.1002/qj.49712757107

A finite-element scheme for the vertical discretization of the semi-Lagrangian version of the ECMWF forecast model
journal, April 2004

  • Untch, A.; Hortal, M.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 130, Issue 599
  • DOI: 10.1256/qj.03.173

Precipitation Characteristics in Eighteen Coupled Climate Models
journal, September 2006


Robustness and uncertainties in the new CMIP5 climate model projections
journal, October 2012


Detection of human influence on twentieth-century precipitation trends
journal, July 2007

  • Zhang, Xuebin; Zwiers, Francis W.; Hegerl, Gabriele C.
  • Nature, Vol. 448, Issue 7152
  • DOI: 10.1038/nature06025

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


How Much More Rain Will Global Warming Bring?
journal, July 2007


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


Impact of a New Radiation Package, McRad, in the ECMWF Integrated Forecasting System
journal, December 2008

  • Morcrette, J-J.; Barker, H. W.; Cole, J. N. S.
  • Monthly Weather Review, Vol. 136, Issue 12
  • DOI: 10.1175/2008MWR2363.1

A multi-model analysis of the resolution influence on precipitation climatology in the Gulf Stream region
journal, May 2016


Spatial Patterns of Precipitation Change in CMIP5: Why the Rich Do Not Get Richer in the Tropics
journal, June 2013


AMIP: The Atmospheric Model Intercomparison Project
journal, December 1992


Atmospheric circulation as a source of uncertainty in climate change projections
journal, September 2014

  • Shepherd, Theodore G.
  • Nature Geoscience, Vol. 7, Issue 10
  • DOI: 10.1038/ngeo2253

Trends in Intense Precipitation in the Climate Record
journal, May 2005

  • Groisman, Pavel Ya; Knight, Richard W.; Easterling, David R.
  • Journal of Climate, Vol. 18, Issue 9
  • DOI: 10.1175/JCLI3339.1

The physical basis for increases in precipitation extremes in simulations of 21st-century climate change
journal, August 2009

  • O'Gorman, P. A.; Schneider, T.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 35
  • DOI: 10.1073/pnas.0907610106

The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present)
journal, December 2003