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 »
- Authors:
-
- Center for Climate Physics Institute for Basic Science Busan South Korea, Pusan National University Busan South Korea
- Department of Physical and Environmental Sciences Texas A&,M University‐Corpus Christi Corpus Christi Texas
- Pacific Northwest National Laboratory Richland Washington
- Department of Atmospheric, Oceanic, and Earth Sciences George Mason University Fairfax Virginia
- 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}
}
https://doi.org/10.1002/qj.3432
Web of Science
Figures / Tables:
Works referenced in this record:
Dominant role of greenhouse-gas forcing in the recovery of Sahel rainfall
journal, June 2015
- Dong, Buwen; Sutton, Rowan
- Nature Climate Change, Vol. 5, Issue 8
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
Future changes in the distribution of daily precipitation totals across North America
journal, January 2002
- Wilby, R. L.
- Geophysical Research Letters, Vol. 29, Issue 7
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
An imperative for climate change planning: tracking Earth's global energy
journal, October 2009
- Trenberth, Kevin E.
- Current Opinion in Environmental Sustainability, Vol. 1, Issue 1
How Often Will It Rain?
journal, October 2007
- Sun, Ying; Solomon, Susan; Dai, Aiguo
- Journal of Climate, Vol. 20, Issue 19
Representation of Clouds in Large-Scale Models
journal, November 1993
- Tiedtke, M.
- Monthly Weather Review, Vol. 121, Issue 11
Regional response of annual-mean tropical rainfall to global warming: Regional response of annual-mean tropical rainfall to global warming
journal, November 2013
- Huang, Ping
- Atmospheric Science Letters, Vol. 15, Issue 2
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
Tropical Rainfall Trends and the Indirect Aerosol Effect
journal, August 2002
- Rotstayn, Leon D.; Lohmann, Ulrike
- Journal of Climate, Vol. 15, Issue 15
The robust dynamical contribution to precipitation extremes in idealized warming simulations across model resolutions: Lu et al.: Dynamic effect on precipitation extreme
journal, April 2014
- Lu, Jian; Ruby Leung, L.; Yang, Qing
- Geophysical Research Letters, Vol. 41, Issue 8
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
Testing the Clausius–Clapeyron constraint on changes in extreme precipitation under CO2 warming
journal, August 2006
- Pall, P.; Allen, M. R.; Stone, D. A.
- Climate Dynamics, Vol. 28, Issue 4
Constraints on future changes in climate and the hydrologic cycle
journal, September 2002
- Allen, Myles R.; Ingram, William J.
- Nature, Vol. 419, Issue 6903
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
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
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
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
An Improved Land Surface Parameterization Scheme in the ECMWF Model and Its Validation
journal, November 1995
- Viterbo, Pedro; Beljaars, Anton C. M.
- Journal of Climate, Vol. 8, Issue 11
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
A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models
journal, August 1989
- Tiedtke, M.
- Monthly Weather Review, Vol. 117, Issue 8
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
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
The Increasing Trend of Intense Precipitation in Japan Based on Four-hourly Data for a Hundred Years
journal, January 2005
- Fujibe, Fumiaki; Yamazaki, Nobuo; Katsuyama, Mitsugi
- SOLA, Vol. 1
Use of Reduced Gaussian Grids in Spectral Models
journal, April 1991
- Hortal, M.; Simmons, A. J.
- Monthly Weather Review, Vol. 119, Issue 4
Mechanisms of Global Warming Impacts on Regional Tropical Precipitation*
journal, July 2004
- Chou, Chia; Neelin, J. David
- Journal of Climate, Vol. 17, Issue 13
Implementation of the Semi-Lagrangian Method in a High-Resolution Version of the ECMWF Forecast Model
journal, February 1995
- Ritchie, Harold; Temperton, Clive; Simmons, Adrian
- Monthly Weather Review, Vol. 123, Issue 2
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
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
Dynamic and thermodynamic changes in mean and extreme precipitation under changed climate: MEAN AND EXTREME PRECIPITATION CHANGES
journal, September 2005
- Emori, S.; Brown, S. J.
- Geophysical Research Letters, Vol. 32, Issue 17
Atmospheric Warming and the Amplification of Precipitation Extremes
journal, August 2008
- Allan, Richard P.; Soden, Brian J.
- Science, Vol. 321, Issue 5895
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
Constrained work output of the moist atmospheric heat engine in a warming climate
journal, January 2015
- Laliberte, F.; Zika, J.; Mudryk, L.
- Science, Vol. 347, Issue 6221
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
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
Climate Change, Deforestation, and the Fate of the Amazon
journal, January 2008
- Malhi, Y.; Roberts, J. T.; Betts, R. A.
- Science, Vol. 319, Issue 5860
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
High-Resolution Global Climate Simulations with the ECMWF Model in Project Athena: Experimental Design, Model Climate, and Seasonal Forecast Skill
journal, May 2012
- Jung, T.; Miller, M. J.; Palmer, T. N.
- Journal of Climate, Vol. 25, Issue 9
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
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
Precipitation Characteristics in Eighteen Coupled Climate Models
journal, September 2006
- Dai, Aiguo
- Journal of Climate, Vol. 19, Issue 18
Robustness and uncertainties in the new CMIP5 climate model projections
journal, October 2012
- Knutti, Reto; Sedláček, Jan
- Nature Climate Change, Vol. 3, Issue 4
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
An Improved In Situ and Satellite SST Analysis for Climate
journal, July 2002
- Reynolds, Richard W.; Rayner, Nick A.; Smith, Thomas M.
- Journal of Climate, Vol. 15, Issue 13
How Much More Rain Will Global Warming Bring?
journal, July 2007
- Wentz, F. J.; Ricciardulli, L.; Hilburn, K.
- Science, Vol. 317, Issue 5835
Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century
journal, January 2003
- Rayner, N. A.
- Journal of Geophysical Research, Vol. 108, Issue D14
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
A multi-model analysis of the resolution influence on precipitation climatology in the Gulf Stream region
journal, May 2016
- Feng, Xuelei; Huang, Bohua; Kirtman, Ben P.
- Climate Dynamics, Vol. 48, Issue 5-6
Spatial Patterns of Precipitation Change in CMIP5: Why the Rich Do Not Get Richer in the Tropics
journal, June 2013
- Chadwick, Robin; Boutle, Ian; Martin, Gill
- Journal of Climate, Vol. 26, Issue 11
AMIP: The Atmospheric Model Intercomparison Project
journal, December 1992
- Gates, W. Lawrence
- Bulletin of the American Meteorological Society, Vol. 73, Issue 12
Atmospheric circulation as a source of uncertainty in climate change projections
journal, September 2014
- Shepherd, Theodore G.
- Nature Geoscience, Vol. 7, Issue 10
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
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
The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present)
journal, December 2003
- Adler, Robert F.; Huffman, George J.; Chang, Alfred
- Journal of Hydrometeorology, Vol. 4, Issue 6