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Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013 10 years AeroCom Michael Schulz

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Page 1: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

10 years AeroCom

Michael Schulz

Page 2: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Page 3: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Acknowledgment I

Database

Christiane Textor, Sarah Guibert, Jan Griesfeller

AeroCom papers published (ca 1900 citations so far)

Dorothy Koch, Nicolas Huneeus, Brigitte Koffi, Gunnar

Myhre, Bjorn Samset, Philip Stier, Cynthia Randles, Frank

Dentener, Joyce Penner, Stefan Kinne, Johannes Quaas,

Christiane Textor

Workshop Organisers

Frank Dentener, Didier Tanre, Dorothy Koch, Rich

Ferrare, Steve Ghan/Tom Ackerman, Toshi Takemura, Jon

Egill Kristjannson/Trond Iversen, Philip Stier, Paul

Ginoux, Stefan Kinne

SSC Stefan Kinne, Mian Chin, Michael Schulz

Page 4: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Some words on Technology

How to facilitate multi-model analysis?

How to obtain and store data homogeneously?

Provide Documentation?

Check Data Quality?

With limited resources….

Page 5: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

File Upload Tool

http://aerocom-test.met.no/upload

Developed to support the second phase of the TFHTAP

multimodel intercomparison activity and AEROCOM P3

It tests netCDF files for-

CF compliance

Range check for all variables in the uploaded file i.e. if their minimum, maximum,

and mean value lies within the range of previous TFHTAP model results (or met.no

defined limits).

See poster from Jan

Page 6: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Page 7: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

The latest ultimate upload procedure

http://iek8wikis.iek.fz-juelich.de/HTAPWiki/HTAP-2-data-

submission

Page 8: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Suggestion for new experiments

ONE CONTROL experiment for all new model versions

participating in any experiment

Allows check of improvement over time

Basic diagnostics of emissions, loads, surface

concentrations, optical properties

give quick feedback on model quality

Variable participation for experiments –

clearly identify EXPERIMENTS!

Page 9: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Four lessons

Black Carbon

Trends

Forcing diversity

Aerosol-climate interactions

Page 10: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

20-60N

EC surface concentrations

60% overestimated by models

in N America

Mid latitudes upper Troposphere Arctic

SP2 aircraft measurements

Co

lum

n a

bsorp

tion

50%

undere

stim

ate

d

- +

-

+

Inconsistent evaluation of black carbon in AeroCom

model intercomparison

Koch et al., ACP 2009

Schwarz et al. JGR 2010

[ Model bias ]

HIPPO aircraft Campaign

Page 11: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Climate forcing by Black Carbon

Bond et al, 2013

Page 12: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Bond et al, 2013

Where to act on Black Carbon?

Page 13: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Scientific work needed to clarify

BC mitigation potential

Contribute to continued joint, international scientific

assessments of BC effects; Quantify BC climate forcing, health

effects, the role of co-emitted species

Clarify uncertainties and misunderstandings, answer to

frequently asked questions on climate and air quality

benefits

Monitor over time BC-related atmospheric parameter in the

atmosphere through measurements and modelling Measurement strategy, method harmonization, supersites development

Provide emission-to-impact modelling

for sectors/scenarios/countries/regions

Page 14: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

More work on aerosol trends ??

Trends and Forcing are linked

Multi-annual analysis allows “check in another year”

Global Emission Patterns have changed

Meteorological Variability influences Cycles

Page 15: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

MACC reanalysis

of aerosol trends

IFS Model assimilating MODIS aqua+terra

Aeronet sun photometer ground stations

Page 16: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Bias evolution

of different IFS versions 2003-2012

Page 17: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Explanation of drift of bias?

(MODISterra-MODISaqua)/MODISaqua

2003 2012

Page 18: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

MACC reanalysis

Angstroem exponent mean obs/IFS

IFS Model assimilating MODIS aqua+terra

Aeronet sun photometer ground stations

Page 19: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Sulphur trends in Europe

EMEP model and EBAS data

SO2 SO4

Wet Dep SO4

Page 20: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Nitrogen trends in Europe

EMEP model and EBAS data

NO2 NO3

Wet Dep OXN

Page 21: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Reduced Nitrogen trends in Europe

EMEP model and EBAS data

NH4

Wet Dep RDN

Page 22: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Page 23: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Have we constrained forcing estimates?

Page 24: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

AeroCom I (Schulz et al. 2006)

Page 25: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

AeroCom II (Myhre et al. 2013)

Page 26: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Sulphate life cycle

AeroCom I and II

Page 27: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Kiehl, GRL, 2007

CMIP3: forcing vs sensitivity

Page 28: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Shindell et al., ACP, 2013

Page 29: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Lessons learned from CMIP5

CMIP5 aerosol schemes are generally not state-of-the-art (aerosols sulfate, aerosols sulfate+BC)

Less than half of CMIP5 models diagnosed aerosol forcings (ERF, only present-day)

All CMIP5 models and simulations use the same historical aerosol emissions, hence have the same time profiles for aerosol variations => D&A, reconstructions

Not much spread in short-lived climate forcers in RCP scenarios => issue for decadal prediction

Page 30: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Science questions for CMIP6

What aerosol physics/chemistry is needed?

ERF aerosol-radiation interactions (especially BC)

ERF aerosol-cloud interactions

Are aerosol biogeochemical feedbacks really small?

D&A of climate response to aerosols, especially at the regional scale

Bound uncertainties in future climate change that is due to aerosols (scenarios+RF+response)

Page 31: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Acknowledgment II

AERONET, surface site operators, satellite teams

LSCE/Paris + MetNo/Oslo + MPIM/Hamburg + NASA

Goddard

EU projects for support

PHOENICS / EUCAARI / GEOMON / ISENES /MACC I & II /

ECLIPSE / ACTRIS

CNES, NASA, Norsk Romsenter, ESA (cci-aerosol)

New project will be funded by Norwegian Research

Council from 1.10.2013 (6.5Mio NOK)

Page 32: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Support by the Norwegian Research Council

(MetNo, CICERO, NILU)

AEROCOM P3 project funded 1.10.2013 -> three years

Mitigation of atmospheric particles and black carbon:

Problem or potential for future climate evolution ?

Tasks (I):

Management of international AeroCom initiative / Outreach

Complement the observational database with size distribution and CCN data

Assemble new processed satellite data into AeroCom database

Establish a multi-model reference of a completed set of aerosol parameters

Aerosol lifetime analysis using radioactive tracers of opportunity

Assessments of regional distribution and trends in inorganic aerosols

Regional trend evaluation based on optical aerosol parameters

Page 33: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

Support by the Norwegian Research

Council (MetNo, CICERO, NILU)

Tasks (II):

Upper troposphere lifetime of BC and aerosol extinction

BC absorption evaluation integrating multiple measurement principles

Multi-model evaluation of particle size distribution and CCN concentration

Humidity growth model evaluation and verification at golden super sites

Impact of humidity growth vertical profile on forcingAerosol radiative forcing

in cloudy skies

Elaboration of a strategy to improve indirect forcing estimates

New best estimate of aerosol forcing

Assess approaches for including aerosol regulation in mitigation strategies

Page 34: 10 years AeroCom - AeroCom Aerosol Comparisons between ...aerocom.met.no/DATA/AEROCOM_PUBLIC/hamburg13/AeroCom_schulz_2013.pdf · 10 years AeroCom Michael Schulz . ... ONE CONTROL

Michael Schulz / met.no AeroCom, Hamburg , 23 September 2013

2nd AeroCom workshop Ispra March 2004

THANKS