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Global Warming: Hoax or
Current and Present Danger
Jagadish Shukla
University Professor
College of Science (COS), George Mason University (GMU)
President, Institute of Global Environment and Society (IGES)
2nd India Disaster Management Congress
Vigyan Bhavan, New Delhi, 4 Nov 2009
Center of Ocean-Land-
Atmosphere studies
“Revolution in Climate Prediction is Both Necessary and Possible”
Shukla, Hagedorn, Hoskins, Kinter, Marotzke, Miller, Palmer, and Slingo, BAMS, Feb 2009, pp 175-178
(Climate Prediction and Disaster Management)
Outline
Center of Ocean-Land-
Atmosphere studies
1.Science
• Greenhouse effect; Global warming
• Fear-mongering Hoax or Real and Present Danger!
• Observed and Projected Changes
• Ethics and Sustainability
2. Climate Prediction and Disaster
Management
(Protection of lives and livelihoods)
Great Natural Disasters
1950 – 2005
Number of events
0
2
4
6
8
10
12
14
16
1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005
Others (Heat wave, cold wave, forest fire)
Flood
Storm
Earthquake/tsunami, volcanic eruption
© 2006 NatCatSERVICE, Geo Risks Research, Munich Re
Center of Ocean-Land-
Atmosphere studies
Global Warming
Global Warming is the increase in the average temperature of the
Earth’s near surface air and oceans since the mid-20th century and
its projected continuation. (Wikipedia)
0.76°C (1.4°F) since 1900
0.55°C (1.0°F) since 1979
Global Temperature Change (oC)
Annual Mean
5-year Mean
The Climate of a Planet Depends On …
1. Energy from the Sun
(energy from the interior)
2. Planetary Albedo
3. Speed of Planet’s Rotation
4. Mass of the Planet
5. Radius of the Planet
6. Atmospheric Composition
7. Ocean-Land, Topography
S


M
a
H2O, CO2, O3, clouds
h*
Center of Ocean-Land-
Atmosphere studies
• If there were no greenhouse gases the
Earth’s temperature would be about 0F
(not 59F)
• Greenhouse effect is real; without it, the
Earth would be uninhabitable.
• Feedbacks amplify the warming by
greenhouse gases.
The Greenhouse Effect
(The Cause of Global Warming)
Center of Ocean-Land-
Atmosphere studies
Monthly Mean Carbon Dioxide
NOAA CMDL Carbon Cycle Greenhouse Gases
Atmospheric carbon dioxide mixing ratios determined from the continuous monitoring programs at the 4 NOAA CMDL baseline observations.
Principal investigator: Dr. Pieter Tans. NOAA CMDL Carbon Cycle Greenhouse Gases. Boulder, Colorado. (303) 497-6678
Center of Ocean-Land-
Atmosphere studies
An Elegant Science Question:
Are increases in greenhouse gases responsible for
increase in global mean temperature (global warming)?
Center of Ocean-Land-
Atmosphere studies
0.76°C (1.4°F) since 1900
0.55°C (1.0°F) since 1979
395
365
335
305
275
14.6
14.4
14.0
13.8
13.4
14.2
13.6
Global Temperature & Carbon Dioxide 1860-2008
Science and Politics
Center of Ocean-Land-
Atmosphere studies
Percentage of Democrats/Republicans who said that
news of global warming was exaggerated (Gallup)
1998 2004 2008
Democrats 23% 22% 18%
Republicans 34% 60% 59%
Thanks: Ed Maibach, Center for Climate Change Communication (GMU)
Let us look at
the Observations.
Center of Ocean-Land-
Atmosphere studies
Center of Ocean-Land-
Atmosphere studies
Global Mean Temperature
(Himalayas)
Center of Ocean-Land-
Atmosphere studies
•The blue error bars include only the
contributions from uncertainties in
the GRACE gravity fields.
Velicogna and Wahr (2006)
Greenland Ice Mass
25% of Wild Mammal Species Face Extinction
Global Assessment Paints 'Bleak Picture' Scientists Say,
and Figure of Those at Risk Could Be Higher
By Juliet Eilperin
Washington Post Staff Writer
Tuesday, October 7, 2008
BARCELONA, Oct. 6 - At least a quarter of the
world's wild mammal species are at risk of
extinction, according to a comprehensive global
survey released here Monday.
Center of Ocean-Land-
Atmosphere studies
Center of Ocean-Land-
Atmosphere studies
Observed & Projected Global Mean Warming
Global Warming is
Real and Unequivocal
• Rising Temperatures (land, ocean)
• More Hot Days; Less Frost Days
• Melting Glaciers and Arctic Sea Ice
• Decreasing Winter Snow Cover
• Rising sea level
• Poleward and Northward Shift of Species
Center of Ocean-Land-
Atmosphere studies
Impacts
Center of Ocean-Land-
Atmosphere studies
Florida with 3 feet of Sea-Level Rise
Areas in red would
be under water
with a 3 foot rise in
sea level,
projected for this
century.
Coastal areas are at increasing risk
from sea-level rise and storm surge.
Center of Ocean-Land-
Atmosphere studies
Mohamed Nasheed
President of the Maldives
WANTED: New Home for My Country
Center of Ocean-Land-
Atmosphere studies
Number of Days Over 100ºF
Increases in very high temperatures
will have wide-ranging effects.
Recent Past, 1961-1979
Higher Emissions Scenario, 2080-2099
Lower Emissions Scenario, 2080-2099
Center of Ocean-Land-
Atmosphere studies
Summary of Major Impacts
• Heat waves; Droughts; Forest fires
• Coastal area’s habitability (sea level)
• Health (cholera; malaria; dengue; lyme)
• Biodiversity: extinction of species
• Agriculture (uneven); Tropics (serious)
• Water (drying; snow melt; glacier melt)
Center of Ocean-Land-
Atmosphere studies
Global Well-Being
(sustainability, security
and the future of civilization)
The Global Challenge
Inequality and
Extreme Poverty
Human Population
Growth
Environmental
Degradation
Center of Ocean-Land-
Atmosphere studies
• “Polluter must pay”
(We (US) are the biggest polluters but we also have the biggest guns.)
• Those who have contributed the least to global
warming will suffer the most and the earliest.
• Poor countries would like to improve the quality of
life of their people (consume more energy).
• Sustainable developement in a changing climate is
challenged by population growth and exetreme
poverty.
Ethics of Global Warming
Center of Ocean-Land-
Atmosphere studies
Center of Ocean-Land-
Atmosphere studies
Which Countries are Emitting
the Most per Capita Greenhouse Gases?
Global CO2 Emissions
Center of Ocean-Land-
Atmosphere studies
• In 2005, global emissions were 27
billion tons of CO2
• Per capita, emission (27/6.7 billions)
= 4 tons/per capita/yr
• US emissions = 20 tons/per capita/yr
Greenhouse Gas (GHG) Emissions (India)
Sharma et. al (2008); PM Council (2008)
• GHG (1994) = CO2 (63%) + CH4 (33%) + N2O (4%) = CO2Eq
• GHG = CO2Eq unit: Million Metric Tons (Mt)
• Rate of Increase 2000-2004 (GHG): 4.2% per year
Year 1990 1994 2000 2004 2020
GHG 998 1228 1484 1748 3000
Center of Ocean-Land-
Atmosphere studies
Global Carbon Dioxide (CO2) Emissions (2004)
CO2 (Gt)
Population
(millions)
Tons per
person
World 27.1 6365.0 4.25
USA 5.9 293.7 20.01
India 1.1 1079.7 1.02
China 4.7 1296.2 3.60
Unit: Billion Metric Tons (Gt)
(PM Council, 2008)
Center of Ocean-Land-
Atmosphere studies
2020: Projections for CO2Emissions (India,
USA)
• USA: 20% below 2004; 4.7Gt; (4.7/338.4M) ~ 14 tons/person
• India: 72% above 2004; 3Gt; (3/1332M) ~ 2.3 tons/person
• USA: 50% below 2004: 2.9Gt; (2.9/404M) ~7.2 tons/person
• India: 2% increase 2020-2050; 5.4Gt; (5.4/1620M) ~ 3.3 tons/person
3% increase 2020-2050; 7.3Gt; (7.3/1620M) ~ 4.5 tons/person
2050: Projections for CO2 Emissions (India, USA)
Center of Ocean-Land-
Atmosphere studies
• Damages from business-as-usual scenario would
be at least 5% and up to 20% of Global GDP a year
• Costs of removing most of the climate risk are
around 1% of GDP per year
• This is equivalent to paying on average 1% more
for what we buy
• “We can grow and be green”
Sir Nicholas Stern
STERN REVIEW:
Main threat to a sustainable Earth
Center of Ocean-Land-
Atmosphere studies
Need for Accurate and Reliable Climate Prediction
at Regional Scale
Center of Ocean-Land-
Atmosphere studies
1. Protection of lives
2. Agriculture and food security
3. Tourism
4. Energy supply and demand
5. Health epidemics
6. Water resource management
Climate prediction requires high-resolution global models
Evolution of ECMWF Forecast Skill
Center of Ocean-Land-
Atmosphere studies
Simulation and Prediction of Asian
Monsoon by Climate Models
•Mean Climate
•Climate Change
Center of Ocean-Land-
Atmosphere studies
“Computer modeling of global
climate is perhaps the most
complex endeavor ever
undertaken by mankind.”
Kerry Emanuel (2007)
What We Know About Climate Change
(MIT Press, Cambridge, Massachusetts)
Center of Ocean-Land-
Atmosphere studies
Bjorn Stevens, UCLA
World Modelling Summit, ECMWF, May 2008
Annually & Zonally Averaged SW Radiation (AR4)
Annual cycle of Rainfall over India
Daily
Clim
Daily Clim.
Monthly Clim.
Center of Ocean-Land-
Atmosphere studies
Center of Ocean-Land-
Atmosphere studies
Changes in Indian Monsoon
due to Global Warming:
A Challenge (Large Uncertainty)
Center of Ocean-Land-
Atmosphere studies
Center of Ocean-Land-
Atmosphere studies
JJAS Precipitation (1979-1998)
Observation Model: 20C3M
IPCC Models are unable to simulate mean monsoon rainfall.
Center of Ocean-Land-
Atmosphere studies
JJAS Precipitation
IPCC Model: 20C3M
1979-1998
Observed TRMM
Center of Ocean-Land-
Atmosphere studies
JJAS Surface
Temperature
SRES minus C20C (79-98)
IPCC Models show
warming of surface
temperature due to
doubling of CO2
Center of Ocean-Land-
Atmosphere studies
JJAS Precipitation
SRES minus C20C (79-98)
Change in precipitation
due to global warming is
model dependent.
`
(Sun et al, 2005, J. Climate)
LATITUDE
More from regional model simulations over NE Brazil
Improvement of Mean Climate using a Regional Model
Rainfall
Amount
6S 4S 2S EQ 2N 4N 6N 8N 10N
Average Rainfall (Feb-Mar-Apr)
off NE coast of S. America
Obs.
GCM
ITCZ placement is much
improved in RCM, and…
RCM
Daily Rainfall Amount
Frequency
(#
Days)
5
10
15
20
25
30
Frequency of Daily Rainfall (Feb-Mar-Apr)
frequency of daily rainfall
amounts within the season
is improved.
Obs.
RCM
GCM
Slide courtesy of Lisa Goddard
Center of Ocean-Land-
Atmosphere studies
Center of Ocean-Land-
Atmosphere studies
Rupa Kumar et. al.
(2006; Current Science)
HadCM3/PRECIS Gives More India Rainfall
with Global Warming
HadCM3/NASA FVGCM/RegCM3
Changes in (A2 minus Reference) in precipitation (mm/day)
due to global warming as simulated by regional models
HadCM3/PRECIS
(Rupa Kumar et al., 2006, Current Science)
(Ashfaq et al., 2009, GRL)
(RegCM3 produces weaker monsoon; PRECIS
produces stronger monsoon due to global warming)
July
Center of Ocean-Land-
Atmosphere studies
JJAS
%
Center of Ocean-Land-
Atmosphere studies
WMS takes place at ECMWF (6-9 May 2008). Nearly 150
participants from all modelling centers of the world.
Article in Nature, May 2008
From Cyclone Resolving Global Models
to
Cloud System Resolving Global Models
1. Planetary Scale Resolving Models (1970~): Δx~500Km
2. Cyclone Resolving Models (1980~): Δx~100-300Km
3. Mesoscale Resolving Models (1990~): Δx~10-30Km
4. Cloud System Resolving Models (2000 ~): Δx~3-5Km
Organized
Convection
Cloud
System
Mesoscale
System
Synoptic
Scale
Planetary
Scale
Convective
Heating
MJO ENSO
Climate
Change
Seamless Prediction of Weather and Climate
Center of Ocean-Land-
Atmosphere studies
Yelick, U.C. Berkeley
World Modelling Summit, ECMWF, May 2008
Petaflop with ~1M Cores by 2008
Center of Ocean-Land-
Atmosphere studies
(b) Coupled model (2 degree)
- Climatology -
Monsoon Rainfall in Low Resolution Model
Oouchi et al. 2009: (a) Observed and (b) simulated precipitation rate over the Indo-China
monsoon region as June-July-August average (in units of mm day -1). The observed
precipitation is from TRMM_3B42, and the simulation is for 7km-mesh run.
Monsoon Rainfall in High Resolution Model
Center of Ocean-Land-
Atmosphere studies
International Research and Computational
Facility to Revolutionize Climate Prediction
Examples of International Collaboration
• CERN: European Organization for Nuclear Research (Geneva,
Switzerland)
• ITER: International Thermonuclear Experimental Reactor
(Gadarache, France)
• ISS: International Space Station
(somewhere in sky..)
WHAT ABOUT CLIMATE PREDICTION?
Center of Ocean-Land-
Atmosphere studies
International Research and Computational
Facility to Revolutionize Climate Prediction
1. Computational Requirement:
- Sustained Capability of 2 Petaflops by 2011
- Sustained Capability of 10 Petaflops by 2015
Earth Simulator (sustained 7.5 Teraflops) takes 6 hours for 1 day forecast using
3.5 km global atmosphere model; ECMWF (sustained 2 Teraflops) takes 20
minutes for 10 day forecast using 24 km global model
2. Scientific Staff Requirement:
- Team of 200 scientists to develop next generation climate model
- Distributed team of 500 scientists (diagnostics, experiments)
A computing capability of sustained 2 Petaflops will enable 100 years of
integration of coupled ocean-atmosphere model of 5 km resolution in 1 month of
real time
Center of Ocean-Land-
Atmosphere studies
THANK YOU!
ANY QUESTIONS?
Center of Ocean-Land-
Atmosphere studies

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2009.11.04.India_Hoax.Shukla.ppt

  • 1. Global Warming: Hoax or Current and Present Danger Jagadish Shukla University Professor College of Science (COS), George Mason University (GMU) President, Institute of Global Environment and Society (IGES) 2nd India Disaster Management Congress Vigyan Bhavan, New Delhi, 4 Nov 2009 Center of Ocean-Land- Atmosphere studies “Revolution in Climate Prediction is Both Necessary and Possible” Shukla, Hagedorn, Hoskins, Kinter, Marotzke, Miller, Palmer, and Slingo, BAMS, Feb 2009, pp 175-178 (Climate Prediction and Disaster Management)
  • 2. Outline Center of Ocean-Land- Atmosphere studies 1.Science • Greenhouse effect; Global warming • Fear-mongering Hoax or Real and Present Danger! • Observed and Projected Changes • Ethics and Sustainability 2. Climate Prediction and Disaster Management (Protection of lives and livelihoods)
  • 3. Great Natural Disasters 1950 – 2005 Number of events 0 2 4 6 8 10 12 14 16 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 Others (Heat wave, cold wave, forest fire) Flood Storm Earthquake/tsunami, volcanic eruption © 2006 NatCatSERVICE, Geo Risks Research, Munich Re
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  • 6. Center of Ocean-Land- Atmosphere studies Global Warming Global Warming is the increase in the average temperature of the Earth’s near surface air and oceans since the mid-20th century and its projected continuation. (Wikipedia) 0.76°C (1.4°F) since 1900 0.55°C (1.0°F) since 1979 Global Temperature Change (oC) Annual Mean 5-year Mean
  • 7. The Climate of a Planet Depends On … 1. Energy from the Sun (energy from the interior) 2. Planetary Albedo 3. Speed of Planet’s Rotation 4. Mass of the Planet 5. Radius of the Planet 6. Atmospheric Composition 7. Ocean-Land, Topography S   M a H2O, CO2, O3, clouds h* Center of Ocean-Land- Atmosphere studies
  • 8. • If there were no greenhouse gases the Earth’s temperature would be about 0F (not 59F) • Greenhouse effect is real; without it, the Earth would be uninhabitable. • Feedbacks amplify the warming by greenhouse gases. The Greenhouse Effect (The Cause of Global Warming) Center of Ocean-Land- Atmosphere studies
  • 9. Monthly Mean Carbon Dioxide NOAA CMDL Carbon Cycle Greenhouse Gases Atmospheric carbon dioxide mixing ratios determined from the continuous monitoring programs at the 4 NOAA CMDL baseline observations. Principal investigator: Dr. Pieter Tans. NOAA CMDL Carbon Cycle Greenhouse Gases. Boulder, Colorado. (303) 497-6678 Center of Ocean-Land- Atmosphere studies
  • 10. An Elegant Science Question: Are increases in greenhouse gases responsible for increase in global mean temperature (global warming)? Center of Ocean-Land- Atmosphere studies 0.76°C (1.4°F) since 1900 0.55°C (1.0°F) since 1979 395 365 335 305 275 14.6 14.4 14.0 13.8 13.4 14.2 13.6 Global Temperature & Carbon Dioxide 1860-2008
  • 11. Science and Politics Center of Ocean-Land- Atmosphere studies Percentage of Democrats/Republicans who said that news of global warming was exaggerated (Gallup) 1998 2004 2008 Democrats 23% 22% 18% Republicans 34% 60% 59% Thanks: Ed Maibach, Center for Climate Change Communication (GMU)
  • 12. Let us look at the Observations. Center of Ocean-Land- Atmosphere studies
  • 13. Center of Ocean-Land- Atmosphere studies Global Mean Temperature
  • 15. Center of Ocean-Land- Atmosphere studies •The blue error bars include only the contributions from uncertainties in the GRACE gravity fields. Velicogna and Wahr (2006) Greenland Ice Mass
  • 16. 25% of Wild Mammal Species Face Extinction Global Assessment Paints 'Bleak Picture' Scientists Say, and Figure of Those at Risk Could Be Higher By Juliet Eilperin Washington Post Staff Writer Tuesday, October 7, 2008 BARCELONA, Oct. 6 - At least a quarter of the world's wild mammal species are at risk of extinction, according to a comprehensive global survey released here Monday. Center of Ocean-Land- Atmosphere studies
  • 17. Center of Ocean-Land- Atmosphere studies Observed & Projected Global Mean Warming
  • 18. Global Warming is Real and Unequivocal • Rising Temperatures (land, ocean) • More Hot Days; Less Frost Days • Melting Glaciers and Arctic Sea Ice • Decreasing Winter Snow Cover • Rising sea level • Poleward and Northward Shift of Species Center of Ocean-Land- Atmosphere studies
  • 20. Florida with 3 feet of Sea-Level Rise Areas in red would be under water with a 3 foot rise in sea level, projected for this century. Coastal areas are at increasing risk from sea-level rise and storm surge. Center of Ocean-Land- Atmosphere studies
  • 21. Mohamed Nasheed President of the Maldives WANTED: New Home for My Country Center of Ocean-Land- Atmosphere studies
  • 22. Number of Days Over 100ºF Increases in very high temperatures will have wide-ranging effects. Recent Past, 1961-1979 Higher Emissions Scenario, 2080-2099 Lower Emissions Scenario, 2080-2099 Center of Ocean-Land- Atmosphere studies
  • 23. Summary of Major Impacts • Heat waves; Droughts; Forest fires • Coastal area’s habitability (sea level) • Health (cholera; malaria; dengue; lyme) • Biodiversity: extinction of species • Agriculture (uneven); Tropics (serious) • Water (drying; snow melt; glacier melt) Center of Ocean-Land- Atmosphere studies
  • 24. Global Well-Being (sustainability, security and the future of civilization) The Global Challenge Inequality and Extreme Poverty Human Population Growth Environmental Degradation Center of Ocean-Land- Atmosphere studies
  • 25. • “Polluter must pay” (We (US) are the biggest polluters but we also have the biggest guns.) • Those who have contributed the least to global warming will suffer the most and the earliest. • Poor countries would like to improve the quality of life of their people (consume more energy). • Sustainable developement in a changing climate is challenged by population growth and exetreme poverty. Ethics of Global Warming Center of Ocean-Land- Atmosphere studies
  • 26. Center of Ocean-Land- Atmosphere studies Which Countries are Emitting the Most per Capita Greenhouse Gases?
  • 27. Global CO2 Emissions Center of Ocean-Land- Atmosphere studies • In 2005, global emissions were 27 billion tons of CO2 • Per capita, emission (27/6.7 billions) = 4 tons/per capita/yr • US emissions = 20 tons/per capita/yr
  • 28. Greenhouse Gas (GHG) Emissions (India) Sharma et. al (2008); PM Council (2008) • GHG (1994) = CO2 (63%) + CH4 (33%) + N2O (4%) = CO2Eq • GHG = CO2Eq unit: Million Metric Tons (Mt) • Rate of Increase 2000-2004 (GHG): 4.2% per year Year 1990 1994 2000 2004 2020 GHG 998 1228 1484 1748 3000 Center of Ocean-Land- Atmosphere studies
  • 29. Global Carbon Dioxide (CO2) Emissions (2004) CO2 (Gt) Population (millions) Tons per person World 27.1 6365.0 4.25 USA 5.9 293.7 20.01 India 1.1 1079.7 1.02 China 4.7 1296.2 3.60 Unit: Billion Metric Tons (Gt) (PM Council, 2008) Center of Ocean-Land- Atmosphere studies
  • 30. 2020: Projections for CO2Emissions (India, USA) • USA: 20% below 2004; 4.7Gt; (4.7/338.4M) ~ 14 tons/person • India: 72% above 2004; 3Gt; (3/1332M) ~ 2.3 tons/person • USA: 50% below 2004: 2.9Gt; (2.9/404M) ~7.2 tons/person • India: 2% increase 2020-2050; 5.4Gt; (5.4/1620M) ~ 3.3 tons/person 3% increase 2020-2050; 7.3Gt; (7.3/1620M) ~ 4.5 tons/person 2050: Projections for CO2 Emissions (India, USA) Center of Ocean-Land- Atmosphere studies
  • 31. • Damages from business-as-usual scenario would be at least 5% and up to 20% of Global GDP a year • Costs of removing most of the climate risk are around 1% of GDP per year • This is equivalent to paying on average 1% more for what we buy • “We can grow and be green” Sir Nicholas Stern STERN REVIEW: Main threat to a sustainable Earth Center of Ocean-Land- Atmosphere studies
  • 32. Need for Accurate and Reliable Climate Prediction at Regional Scale Center of Ocean-Land- Atmosphere studies 1. Protection of lives 2. Agriculture and food security 3. Tourism 4. Energy supply and demand 5. Health epidemics 6. Water resource management Climate prediction requires high-resolution global models
  • 33. Evolution of ECMWF Forecast Skill Center of Ocean-Land- Atmosphere studies
  • 34. Simulation and Prediction of Asian Monsoon by Climate Models •Mean Climate •Climate Change Center of Ocean-Land- Atmosphere studies
  • 35. “Computer modeling of global climate is perhaps the most complex endeavor ever undertaken by mankind.” Kerry Emanuel (2007) What We Know About Climate Change (MIT Press, Cambridge, Massachusetts) Center of Ocean-Land- Atmosphere studies
  • 36. Bjorn Stevens, UCLA World Modelling Summit, ECMWF, May 2008 Annually & Zonally Averaged SW Radiation (AR4)
  • 37. Annual cycle of Rainfall over India Daily Clim Daily Clim. Monthly Clim. Center of Ocean-Land- Atmosphere studies
  • 38.
  • 40. Changes in Indian Monsoon due to Global Warming: A Challenge (Large Uncertainty) Center of Ocean-Land- Atmosphere studies
  • 41. Center of Ocean-Land- Atmosphere studies JJAS Precipitation (1979-1998) Observation Model: 20C3M IPCC Models are unable to simulate mean monsoon rainfall.
  • 42. Center of Ocean-Land- Atmosphere studies JJAS Precipitation IPCC Model: 20C3M 1979-1998 Observed TRMM
  • 43. Center of Ocean-Land- Atmosphere studies JJAS Surface Temperature SRES minus C20C (79-98) IPCC Models show warming of surface temperature due to doubling of CO2
  • 44. Center of Ocean-Land- Atmosphere studies JJAS Precipitation SRES minus C20C (79-98) Change in precipitation due to global warming is model dependent. `
  • 45. (Sun et al, 2005, J. Climate) LATITUDE More from regional model simulations over NE Brazil Improvement of Mean Climate using a Regional Model Rainfall Amount 6S 4S 2S EQ 2N 4N 6N 8N 10N Average Rainfall (Feb-Mar-Apr) off NE coast of S. America Obs. GCM ITCZ placement is much improved in RCM, and… RCM Daily Rainfall Amount Frequency (# Days) 5 10 15 20 25 30 Frequency of Daily Rainfall (Feb-Mar-Apr) frequency of daily rainfall amounts within the season is improved. Obs. RCM GCM Slide courtesy of Lisa Goddard Center of Ocean-Land- Atmosphere studies
  • 46. Center of Ocean-Land- Atmosphere studies Rupa Kumar et. al. (2006; Current Science) HadCM3/PRECIS Gives More India Rainfall with Global Warming
  • 47. HadCM3/NASA FVGCM/RegCM3 Changes in (A2 minus Reference) in precipitation (mm/day) due to global warming as simulated by regional models HadCM3/PRECIS (Rupa Kumar et al., 2006, Current Science) (Ashfaq et al., 2009, GRL) (RegCM3 produces weaker monsoon; PRECIS produces stronger monsoon due to global warming) July Center of Ocean-Land- Atmosphere studies JJAS %
  • 48. Center of Ocean-Land- Atmosphere studies WMS takes place at ECMWF (6-9 May 2008). Nearly 150 participants from all modelling centers of the world. Article in Nature, May 2008
  • 49. From Cyclone Resolving Global Models to Cloud System Resolving Global Models 1. Planetary Scale Resolving Models (1970~): Δx~500Km 2. Cyclone Resolving Models (1980~): Δx~100-300Km 3. Mesoscale Resolving Models (1990~): Δx~10-30Km 4. Cloud System Resolving Models (2000 ~): Δx~3-5Km Organized Convection Cloud System Mesoscale System Synoptic Scale Planetary Scale Convective Heating MJO ENSO Climate Change Seamless Prediction of Weather and Climate Center of Ocean-Land- Atmosphere studies
  • 50. Yelick, U.C. Berkeley World Modelling Summit, ECMWF, May 2008 Petaflop with ~1M Cores by 2008
  • 51.
  • 52. Center of Ocean-Land- Atmosphere studies (b) Coupled model (2 degree) - Climatology - Monsoon Rainfall in Low Resolution Model
  • 53. Oouchi et al. 2009: (a) Observed and (b) simulated precipitation rate over the Indo-China monsoon region as June-July-August average (in units of mm day -1). The observed precipitation is from TRMM_3B42, and the simulation is for 7km-mesh run. Monsoon Rainfall in High Resolution Model Center of Ocean-Land- Atmosphere studies
  • 54. International Research and Computational Facility to Revolutionize Climate Prediction Examples of International Collaboration • CERN: European Organization for Nuclear Research (Geneva, Switzerland) • ITER: International Thermonuclear Experimental Reactor (Gadarache, France) • ISS: International Space Station (somewhere in sky..) WHAT ABOUT CLIMATE PREDICTION? Center of Ocean-Land- Atmosphere studies
  • 55. International Research and Computational Facility to Revolutionize Climate Prediction 1. Computational Requirement: - Sustained Capability of 2 Petaflops by 2011 - Sustained Capability of 10 Petaflops by 2015 Earth Simulator (sustained 7.5 Teraflops) takes 6 hours for 1 day forecast using 3.5 km global atmosphere model; ECMWF (sustained 2 Teraflops) takes 20 minutes for 10 day forecast using 24 km global model 2. Scientific Staff Requirement: - Team of 200 scientists to develop next generation climate model - Distributed team of 500 scientists (diagnostics, experiments) A computing capability of sustained 2 Petaflops will enable 100 years of integration of coupled ocean-atmosphere model of 5 km resolution in 1 month of real time Center of Ocean-Land- Atmosphere studies
  • 56. THANK YOU! ANY QUESTIONS? Center of Ocean-Land- Atmosphere studies