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2008.4.15 2008.4.15 GEOSS GEOSS - - Ap Ap /Tokyo /Tokyo Earth Observation of Clouds and Aerosols for Earth Observation of Clouds and Aerosols for Climate Modeling Climate Modeling Teruyuki Teruyuki Nakajima Nakajima teruyuki teruyuki @ @ ccsr ccsr .u .u - - tokyo tokyo .ac. .ac. jp jp Center for Climate System Research Center for Climate System Research The University of Tokyo The University of Tokyo

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Page 1: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

2008.4.15 2008.4.15 GEOSSGEOSS--ApAp/Tokyo/Tokyo

Earth Observation of Clouds and Aerosols for Earth Observation of Clouds and Aerosols for Climate ModelingClimate Modeling

Teruyuki Teruyuki NakajimaNakajimateruyukiteruyuki@@ccsrccsr.u.u--tokyotokyo.ac..ac.jpjp

Center for Climate System ResearchCenter for Climate System ResearchThe University of TokyoThe University of Tokyo

Page 2: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

LGHG+2.63

+0.35 Tropospheric O3

+0.02 Stratospheric O3 & H2O(-0.13, TAR)

-0.5 Aerosol direct

-0.7 Albedo effect(0 to -2 only range, TAR)

-0.1 Surface albedo(-0.2, TAR)

+0.12 Sun(+0.3, TAR)

LGHG+0.43 (MIROC)

+0.16 (MIROC)

+0.21 (MIROC)

-1.2

-1.1 (approx.)

BOT TOA (Tropopause)

-0.5 to 1Cloud forcing dueto 2xCO2(-1 to 0.5, TAR)

Radiative forcings Radiative forcings since 1750since 1750

Cloud and aerosol still Cloud and aerosol still uncertain (uncertain (±±0.5 W/m2)0.5 W/m2)Large aerosol forcing at Large aerosol forcing at surfacesurface

Values mostly from IPCC/AR4with some from Nakajima’s estimate

Page 3: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

Precipitation change Precipitation change [mm/day](JJAS)[mm/day](JJAS)GHGGHG

Surface air temperature change due to GHGSurface air temperature change due to GHG

WarmingWarming

GHG+GHG+AerosolAerosol

Advection

Cooling

Convection

Surface Surface forcing by forcing by manman--made made aerosol aerosol (W/m2)(W/m2)

CoolingCooling

01234567

2000 2020 2040 2060Rad

iativ

e Fo

rcin

g (W

/m2 )

Years

Aerosols

GHG

A1BB1

East Asian average

Aerosol change important to monitorAerosol change important to monitor

Page 4: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

CRU CRU ∆∆PPobsobs (mm/day)(mm/day)

M. Mukai et al. (2008, xxxx)

-2

-1

0

1

2

China_N China_E China_S Indonesia East PapuaNew

Guinea

CentralIndia

CentralIndo-China

FFA+GHGFFAGHG

[mm/day/decade]

AER

GHGAR+GHG

Cloud amount change/decade

Precipitation change

ModelModel vs vs observation:observation:Cloud andCloud and precipprecip

Some similaritySome similarityNeed both GHG and aerosolsNeed both GHG and aerosolsLow and high cloud differenceLow and high cloud difference

Page 5: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

Nakajima and Schulz (FIAS 2008)

Global monitoring and simulation of aerosolsGlobal monitoring and simulation of aerosols

Model underestimation of AOTModel underestimation of AOT

Page 6: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

-0.6 -0.4 -0.2 0 0.2 0.4

Global oceanSekiguchi03, AVHRR

Breon02, POLDERQuaas04, POLDER

Matsui06, MODISMyhre07, MODISQuaas07, MODIS

Suzuki04, MIROC BerryMIROC Khairoutdinov

MIROC SundqvistQuaas04, LMDZ

Matsui06, GOCART

Regional oceanQuaas04, POLDER 30-60N

Kaufman05, MODIS, AO430-60NMODIS, AO 5-30N

MODIS, AO 30-20SQuaas04, LMDZ 30-60N

Glabal landBreon02, POLDERQuaas04, POLDER

Myhre07, MODISQuaas07, MODIS

Quaas04, LMDZ

Regional landQuaas004, POLDER 30-60N

Quaas04, POLDER 30-60N

y= CDRy= LWP

b= d log (y)/ d log(Na)Nakajima et al. (FIAS 2008)

Page 7: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

GHGs and CO2 Radiation budget, Clouds,and Aerosols

Meteorology/oceandynamics Earth's surface

Surface networks (FLUXNET,AsianFLUX, GAW)

Surface networks (BSRN,SKYNET, AERONET, Lidaretc)

Surface networks(Meteorological networks,wind profiler, GLOSS-sealevel height etc)

Monitoring of vegetation,forest and ecologicalsystems

Moving platforms: RV,commercial ship and aircraft

Satellite-borne imager(GCOM)

Vertical ocean profiling (RV,Triton buoy, ARGO)

Satellite-borne highresolution imager (ALOS、LDCM, Sentinel-2)

Satellite-borne spectrometer(GOSAT, OCO)

Vertical sounding by activesatellite sensing(CLOUDSAT, CALIPSO,EarthCARE)

Satellite-borne imager (GEOsand polar orbitors, GCOM,NPP, NPOESS)

Surface measurements bysatellite-borne SAR(Sentinel-1)

Satellite-borne radiativebudget radiometer(EarthCARE, NPP, NPOESS,Glory, CLARREO)

Satellite-borne precip radar(TRMM, GPM)

Vegetaion and cryospheresurface topology bylidar/radar altimeter (ICEsat,ICEsat-II, Cruosat-2,DESDynI)

3D wind by satellite-borneDoppler lidar (ADM)

Soil moisture and SSS by L-band radiometer (SMOS,Aquarius, SMAP)

Sea surface altimeter andscattrometer (OSTM,Sentinel-3)

Gravity field (GOCE) andgeomagnetic field (Swarm)measurements

Observation systems for climate change study

1. 1. GEO 10GEO 10--year implementation plan; GEO.information.kityear implementation plan; GEO.information.kit2. 2008 (H20) Japanese plan for Earth Observation2. 2008 (H20) Japanese plan for Earth Observation3. NASA Earth Science Decadal Survey Implementation3. NASA Earth Science Decadal Survey Implementation4. ESA home page: http://earth.4. ESA home page: http://earth.esaesa..intint/missions//missions/

Page 8: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

Some programsSome programsChemical and optical measurementsChemical and optical measurements

Single particle measurementsSingle particle measurementsCCN measurementsCCN measurements

Skyradiometer Skyradiometer & flux radiometer& flux radiometerNASA/AERONETNASA/AERONETWMO/GAW, WCRP/BSRNWMO/GAW, WCRP/BSRNMEXT/Earth Observation/SKYNET: MEXT/Earth Observation/SKYNET: TakamuraTakamura

LidarLidarMPL,MPL, EarlinetEarlinet, GALION, GALIONNIES (Sugimoto) NIES (Sugimoto)

35&95GHz cloud radar35&95GHz cloud radarDOE/ARMDOE/ARMNICTNICT--Chiba U Chiba U SpidarSpidar, Falcon, Falcon

NIES/NIES/Hedo Hedo observatoryobservatoryProgramProgram

UNEP/ABC (Atmospheric Brown Clouds) PhaseUNEP/ABC (Atmospheric Brown Clouds) Phase--IIIIMOE MOE Kosa Kosa NetworkNetwork

JAXA: GPM, JAXA: GPM, EarthCAREEarthCARE, GCOM, GCOM--W, CW, C

Page 9: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

Phimai

Hedo

Hefei

Minami-TorishimaMiyako

Mandalgovi

DunhuangYinchuan/Shapatou

Gosan

Anmyon

Nagqu

OsakaShirahama

Huanshang

Taishang

Sri-Samrong

Nepal

Hanimaadhoo

ABCSKYNETAERONETADEC, CEOPABC-EAREX

Ochi-Ishi

Gwangju

Hateruma

Wan-Li

Lu-LinHok Tsui

Xianghe

Kampur

Pune

Bac Giang

Mukdahan

Bangkok

Qira

Aksu

Dalanzadgad

Beijing

Taipei

Chao-Jou

Ussuriysk

Kao-Hsiung

Sapporo

Chichijima

TsukubaTokyoChiba

KanazawaToyamaTateyama

Fukue

Om Koi

Amami

Page 10: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

Self-calibration system

Page 11: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

TEOM&EC/OC meters

Radiometers (bldg-A)

A BC

DE

Lidar

Aerosol Mass Spectrometer(bldg-B) NO3-meter

AkinawaAkinawa//Hedo Hedo Observatory (NIES, Universities, ...)Observatory (NIES, Universities, ...)

Page 12: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

Prob

abili

ty d

istr

ibut

ion

Apr 2006 - Jan 2007dust

spherical aerosols

dust

10-4 10-3 10-2 10-1 100

受信光パワー

ミー散受信乱パワー

Pa・R2

レイリー散乱受信パワー

Pm・R2

Aerosol climatology byAerosol climatology by lidar lidar systemssystems

Lidar Lidar ratio statistics by HSRL (532 nm & 355nm)ratio statistics by HSRL (532 nm & 355nm)Aerosol classification by dual frequencyAerosol classification by dual frequencypolarizaionpolarizaionLargeLarge--scale distribution of aerosol and cloud scale distribution of aerosol and cloud statistics by SKYNET and R/Vstatistics by SKYNET and R/V MiraiMirai

355 nm

Sugimoto (NIES)

Page 13: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

N. Schutgens

Aerosol scale height for observations and simulations

Hygroscopic growth model Hygroscopic growth model improvement neededimprovement needed

Page 14: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

40-member ensemble with modified emission fluxes2006.3.25(After 25 days)

N. Schutgens (2008)

MIROC+SPRINTARS/AOD at AERONET sites (simulation)

Page 15: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

MTSAT-1R NICAM

Miura et al. (Science 2007)

MODIS

NICAM

AOT CDR

K. Suzuki (2008)

without cumulus parameterization...

Page 16: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

0 5 1 0 1 5 2 0 2 5 3 0

- 1 0

- 5

0

5

re f f

[ µ m ]

12 3

Vertical growth pattern of cloud droplets in convective systemVertical growth pattern of cloud droplets in convective system

Rosenfeld (Science 2000)

AVHRR

T14

NICAM

K. Suzuki

Page 17: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

ESAESA--JAXAJAXA--NICT/NICT/EarthCAREEarthCAREEarth Clouds, Aerosols and Radiation ExplorerEarth Clouds, Aerosols and Radiation Explorer

LT: 10:30LT: 10:30Launch 2012Launch 2012

9595GHz Doppler Cloud RadarGHz Doppler Cloud Radar

MultiMulti--Spectral ImagerSpectral Imager Broad band radiometerBroad band radiometer

HSRHSR lidar lidar (ATLID)(ATLID) MSIMSICh1: 0.659Ch1: 0.659μμmmCh2: 0.865Ch2: 0.865μμmmCh3: 1.61Ch3: 1.61μμmmCh4: 2.2 Ch4: 2.2 μμmmCh5: 8.9 Ch5: 8.9 μμmmCh6: 10.9 Ch6: 10.9 μμmmCh7: 11.9 Ch7: 11.9 μμmmSwath: 150kmSwath: 150kmIFOV: 500mIFOV: 500m

Convection: 1 m/sConvection: 1 m/s

Ice falling: 0.2 m/sIce falling: 0.2 m/s

Drizzling: 0.2 m/sDrizzling: 0.2 m/s

ドップラー計測ドップラー計測

Page 18: Earth Observation of Clouds and Aerosols for Climate Modeling · Earth Observation of Clouds and Aerosols for Climate Modeling Teruyuki Nakajima ... Triton buoy, ARGO) ... lidar/radar

SummarySummaryLarge model uncertainties in cloud, aerosol, and radiation budget

Climate sensitivityEffect on precipitation

Cloudsat&CALIPSO, eCARE...Data continuation for climate studyDoppler velocity measurementsBeyond 1012: ACE?

GOSAT-GPM-eCARE-GCOM synergyGHG-aerosol-cloud-precipitationCapacity building for algorithm development

AERONET, BSRN, and SKYNET site data useJapanese contribution to GEOSSAerosol assimilation (GOSAT, MOE Kosa-project)

Cloud modelingNICAM, NHM, CRESS...clouds, aerosol-clouds-precipitation