understanding the characteristics and future projections
TRANSCRIPT
Won-Tae Kwon
CH Cho, HJ Baek, HS Kang and KO Boo
National Institute of Meteorological Research
Korea Meteorological Administration
Climate Change Research in NIMR
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Global Climate Scenario Regional Climate
Scenario Impact/Vulnerability
Assessment
GHG and Aerosol
Emission Scenarios
Global Climate Model (Earth System Model)
Regional Climate
Model
Statistical
Downscaling
• Natural disasters
• Water management
• Natural ecosystem
• Sea level – coastal
• Agriculture
• Fishery
• Forestry
• Health
• Energy
• Industry
• Building
• Infra structure
• Large urban centers
• Insurance
• Transportation
Mean and seasonal changes, Natural variability,
Detection and Attribution, Physical processes and feedbacks,
Uncertainties, Changes in atmospheric and oceanic circulation,
Regional changes, Changes in extreme events,
Dangerous and abrupt climate change
Observation
Monitoring
Policy Response:
Adaptation &
Mitigation
• Temperature
• Precipitation
• Humidity
• Wind
• Cloud
• Greenhouse gas
• Aerosol
• Radiation
• Sea temperature
• Sea level
• Glaciers, snow
• Ecosystem
• Soil temp./moisture
• Surface flux
• Proxy data Scientific Understanding and Analysis
Outline
• Observational changes in Korea
• Results of future climate projection
– Global climate projection
– Regional climate projection
• Working with IAV communities
• Future plan: ACE model & Carbon tracker
• International collaborations
– CORDEX-EA activities
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Observational Change in Korea
4
Based on six observational station data in Korea. - Temperature: warming of 1.8℃ for 1911-2010 (~20%, urbanization)
- Precipitation: increasing trend (+217 mm) with multi-decadal variation
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Changes in Heavy Rainfall & Season
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Changes in Season - summer 3.44 months, winter 3.63 months [1912-1921] vs. [2001-2010]
Heavy Rainfall Events - 1973-2011, 61 stations (KMA) - P > 80 mm: 110 172 days - P > 150 mm: 16 31 days [1973-1982] vs. [2002-2011]
5
Summer Precipitation
y = 0.405x + 361.05
y = 1.5383x + 559.86
y = 0.4115x + 242.77
y = -0.1158x + 102.16 0
200
400
600
800
1000
1200
1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010
MAM JJA SON DJF (average of 6 stations)
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Number of days with precipitation ≥ 50 mm in July
0 1 2 3 4 5
Pre
cip
itatio
n (
mm
) in
Ju
ly
0
100
200
300
400
500
600
700
r = -0.976 **
(Lee et al., 2011)
July rainfall & heavy rain events (R>50 mm)
r = 0.976**
Summary of Climate Change in Korea
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Temperature +
Summer day +
T_min + T_max +
Freezing day -
Winter day - Frost -
Winter season - Summer season +
Precipitation +
Rain Day -
Rain Rate +
Heavy Rain +
Lightning +
Relative Humidity -
Fog Day -
Visibility +
Cloudiness -
Early Spring Blossom
Less Heating Energy
Late Autumn Leaves
More Cooling Energy
Tropical night +
Wind - Sea Surface Temp +
Sea Level +
★ significant level is different at different locations extremely significant highly significant trend but not significant
★
★
★ ★
★
National Climate Change Scenario
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National Climate Change Scenarios
2009-2012 resolution 150 km
240 years (1860-2100)
RCP 3.0, 4.5, 6, 8.5
Earth System
Model
2009-2012 resolution 12.5km/50km
150 years (1951-2100)
RCP 4.5, 6, 8.5
Regional
Climate Model
Global Climate Change Scenario
Validation and Analysis
Regional Climate Change Scenario
Validation and Analysis
Analysis of
Climate Change Prediction and Extremes
Improvement of
Scientific Understandings
Assessment of
Climate Change
Greenhouse gas, Aerosol + Land use
IPCC Greenhouse Gas Scenarios
CMIP5
CORDEX
RCP: Representative Concentration Pathway CO2 = f(population, economy, energy efficiency, non-CO2 energy, etc.)
CO2 emission Radiative forcing
CO2 Emission & Radiative Forcing
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HADCM HADGM INGV4 INM30 IPSL4
MIROH MRICM MIROM
GFD20 GFD21 GISSA GISSH GISSR
CSR30 CSR35 ECHM5 ECHOG FGOAL
BCM21 C3T47 C3T63 CCSM3 CNRM3
Ensemble
PCM11 HadGEM2
Method: Reichler and Kim (2008) based on 31 variables
Climate Model Evaluation
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Temperature and Precipitation
Surface Air Temperature
Precipitation
OBS GCM RCM
OBS GCM RCM
Observation Historical Run RCP4.5 (RCM) RCP4.5 (GCM) RCP8.5 (RCM) RCP8.5 (GCM)
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Temperature
Precipitation
Analysis GCM (135 km) RCM (12.5 km)
Regional Downscaling
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New National Climate Scenario
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New National Climate Scenario
RCP8.5 Global projection
2050/2100
2.3/4.8
3.2/6.0
34/90
Korea projection 2050/2100
3.2/6.0
15.6/20.4
27/78
Temp(oC)
Precip(%)
Sea level (cm)
RCP8.5 (No Action) Local terrain Land-use change
Downscaling Project in Korea
MM5 (SNU) WRF (SNU) RSM (YU) RegCM4
(KNU)
Regional Climate Projection
with Uncertainty Assessment
Statistical
Downscaling
(KNU)
Observation
(KMA)
CORDEX-Asia Data Center Data Center for Climate Projection DB
Capacity Building for APEC Countries
Policy
Maker Adaptation
Fields Public
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Ensemble Method based on PEA - Bias, Correlation, and RMSE -
Precipitation Surface Air Temperature
4 RCMs driven by ERA-interim LBC forcing (1989-2008)
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Data needs from Users
• Data provided since 2006 – AOGCM, RCM, SDM; digital data, time series, maps – Water, agriculture, forestry, health, local governments – Over 100 cases
• Communication with users – Workshops, Joint research, Survey
• New National Climate Scenario will be provided to users.
User Temporal Spatial Period Scenario
Agriculture Month > 5 km 2010-2040, 2010-2100 A2>B1>A1B
Forestry Day, Month 10 km; > 10 km 1971-2030, 1971-2100 A2>B2>A1B>B1
Water Hour, Day > 10 km 1971-2100, 1971-2050 A2>B1>A1B
Health Day, Month 50 km 2010-2015, 2000-2050 A1B>B1>A2
Geography Day >10 km 1990-2050, 1990-2100 A1B>A2>B1
Local Gov Day 25 km 2010-2040, 2000-2100 A1B>A2>B1
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Working with IAV Communities
• Data provided since 2005 – AOGCM, RCM, SDM; digital data, time series, maps
– Water, agriculture, forestry, health, local governments
– Over 200 cases
• Communication with users –User Workshops, Joint research, Survey
–yearly/monthly/daily; temp., precip., humidity, wind etc.
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ACE Model Framework
• ACE (Advanced Climate and Earth System Model) – 1st ESM framework by 2011; 2nd phase during 2012-2016
– Global and regional model evaluation
1st Phase (2008-2011)
Climate Test-bed for outsourcing
Atmos.
(UM) Coupler
Ocean-Sea
Ice (MOM4) Land
Aerosol Sulfur
Carbon
Cycle
UM-regional
2nd Phase (2012-2016)
Stabilization/Optimization
Advanced Modules
Chemistry, DVGM, etc.
High-resolution
Global (~50 km) / Regional (~10 km)
National Climate Change Scenario
Decadal Prediction System
Climate Change
Monitoring
Climate
Variability
Climate Change
Mechanism
Climate Change
Impact Assessment
<Outsourcing R&D>
Carbon Tracker
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Concentration change (ppm yr-1) Natural emission change (gC m-2 day-1 yr-1)
Wild fire emission change (gC m-2 day-1 yr-1) Fossil fuel emission change (gC m-2 day-1 yr-1)
CORDEX
• Proposal to WCRP at WGCM-12(Paris, 2008)
• Formal endorsement by WCRP (Dec. 2008)
• Formation of TFRCD (Dec. 2008)
• Definition of CORDEX Phase I (2009)
• Series of Meetings - Toulouse (‘09.02), Lund (‘09.05), Lille (‘10.06), Trieste (’11.03)
• TFRCD is to
• Evaluate and improve regional climate downscaling models and techniques
• Provide a coordinated set of RCD-based projections/predictions over regions worldwide for use in impact assessment/adaptation studies
• Facilitate communication with the impact/end user community and involvement of the research community from developing countries.
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CORDEX-EA Component
Initiation of CORDEX-Asia Group (Lille, June 2010)
First meeting on the CORDEX-EA (Jeju, September 2011)
Second meeting on the CORDEX-EA (Jeju, September/October 2012)
International Workshop on CORDEX-EA WHO: 50 scientists from 8 countries WHAT: Discuss issues for high-resolution
regional climate projection for EA region and to share experiences and research progresses
WHEN: 22-23 September, 2011 WHERE: Jeju, Korea
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Participating Groups
• China • Contacts: Shuyu Wang (Nanjing University) • Activities: CORDEX, RMIP • Models: WRF, RegCM
• Japan • Contacts: Kazuo Kurihara (MRI), Koji Dairaku (NIED) • Activities: CORDEX, RMIP • Models: NHRCM, RAMS, RegCM
• Korea • Contacts: Won-Tae Kwon (NIMR), M.-S. Suh (Kongju Nat’l Univ.) • Activities: CORDEX, RMIP • Models: NHRCM, RAMS, RegCM
• Russia • Contacts: Igor Skolink (MGO)
• Philippines • Contacts: Faye Cruz (Manila Observatory), Thelma Cinco (PAGASA)
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CORDEX-Asia Data Center
Fast Network Massive Storage Web Interface CORDEX data
CORDEX-Asia Data Center
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• Expected to start service in March 2012. • Initial archives are core and tier-1 variables (~ 50TB) • Open to scientific and public usage
China
Chinese Academy of Meteorological Sciences (CMAS), CMA
Institute of Atmospheric Physics (IAP), CAS
Peking University
Japan
Meteorological Research Institute (MRI)
National Institute of Environmental Sciences (NIES)
Japan Aerospace Exploration Agency (JAXA) Earth Observation Research Center (EORC)
Mongolia
National Agency for Meteorology and Environment Monitoring (NAMEM), IMH
Summary • Annual mean temperature over Korea increased about 0.18oC per
decade during last 100 years due to global warming and urbanization. Precipitation increased at a rate of 21.7 mm per decade but with large decadal-scale variability.
• The results of extreme analysis show less cold extremes and more warm extremes, and more frequent and intense heavy rainfall extremes. Summer becomes longer while winter, shorter.
• The National Climate Change Scenario based on the RCPs has been developed by NIMR, including global and regional projections.
• Changes in the frequency, intensity and timing of extreme events could cause significant damages to the human and natural systems. Regionally/locally tailored risk management and adaptation is necessary to cope with future climate change.
• NIMR has been actively participating in the World Climate Research Programme, including CMIP5 and CORDEX. The on-line service of the CORDEX-Asia Data Center will be available soon.
• Ongoing Research: ACE model and Carbon Tracker
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