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FP7 – Environment – National Information Day, Dublin 6th October 2010                                            1




 Earth Observation for Climate
 Julian Wilson, Mark Dowell and Alan Belward
 Nadine Gobron & Co-workers,
 Peter Bergamaschi and Co-workers

 Joint Research Centre (JRC)
 IES - Institute for Environment and Sustainability
 Ispra - Italy

 http://ies.jrc.ec.europa.eu/
 http://www.jrc.ec.europa.eu/




                                                                        Modis Terra, RGB, Feb 28th 2009 (from R. Hoff)
Topics
FP7 – Environment – National Information Day, Dublin 6th October 2010            2




            • European capacity for space-based observations of
                   climate study
            • JRC Research on Essential Climate Variables
               • CH4 emission inversions using SCIAMACHY
               • 12 year time series of fAPAR derived from two
                            different sensors (MERIS & SeaWiFS)
Background
  FP7 – Environment – National Information Day, Dublin 6th October 2010                                                 3



• Space Council 5# and 6#
  – Recognised space & Climate
    Change as key priority
  – Called on EC to define how
    GMES services and European
    space observation archives
    can contribute most effectively
    to the provision of data

• Competitiveness Council
  December 2008                                                                        Cox and Stephenson 2007, Science Vol 317

   – invited EC to foster the                                                          Observations
     implementation of the GMES
     climate change monitoring to
     support the EU policies
European capacity for monitoring and assimilating
                                                 space based climate change observations
FP7 – Environment – National Information Day, Dublin 6th October 2010                            4




• Study published as JRC
  Science and Technical
  Report
• Includes:
          1. overview of European capacity
          2. gap analysis
          3. infrastructure issues
          4. programmatic and governance
             adequacy discussion
• Provides a European
  perspective: participants
  & contributors included
  ESA, EUMETSAT, Met
  Office, ECMWF, national
• agencies
ECV Gap analysis table
FP7 – Environment – National Information Day, Dublin 6th October 2010                      5
Europe has the capacity to deliver FCDRs/ECVs
FP7 – Environment – National Information Day, Dublin 6th October 2010                    6




• Proven capacity in space hardware
  development / construction, algorithm
  development and operational
  generation of a subset of ECVs (gaps
  do exist)
• World-leading capabilities in the
  reanalysis of climate data and
  assimilation of these and satellite
  derived observations to provide high
  quality analysis of climate and climate
  change
• Relevant and capable institutions, with
  complementary (though not always
  synergistic) modes of operation
Current Capacity for FCDR/ECVs
FP7 – Environment – National Information Day, Dublin 6th October 2010                       7



•           31 of the GCOS ECVs are measurable through space-based observations
•           European capacity currently available or commissioned to measure 29 of
            these ECVs
•           Around 40% of these 29 are available through end-to-end production (e.g.
            CCI, some EUMETSAT SAF and GMES Services) – but long-term
            guarantees for operational production still have to be secured.
However:
•           FDCR/ECV provisioning and reanalysis/assimilation in Europe is based
            on research funding or performed in the margins of numerical weather
            prediction (NWP)
•           Because funding is not from an operational budget line Europe is unable
            to make the move from research to operations
•           We are having to de-scope planned activities, even where these are
            essential and based on proven world-class science. This underplays
            European scientific capacity, is a handicap to joint implementation and
            makes it impossible for a climate service to deliver sustained information,
            as required in any legal or operational setting
The way forward to operational systems
FP7 – Environment – National Information Day, Dublin 6th October 2010           8




•            Joint Programme implementation is needed to fill gaps, avoid
             overlap and promote synergy
•            Domain-based approaches (atmosphere, ocean and land) should
             be enhanced by an integrated approach using dedicated
             assimilation schemes
•            Increased computing power (computational/storage, bandwidth
             and skilled personnel) is needed to ensure that coupled Earth
             System models can be run, and that the spatial and temporal
             resolution of these can be improved
•            The improvements should build on established skills centres
             nationally & at the European level.

           Effective provisioning of data and information needs a stable
           financial platform which guarantees sustained support for
          – a) the space segment making measurements
          – b) for the processing, product generation and their QA/QC
          – c) for reanalysis and assimilation strategies to turn these data
              into policy relevant information
What Next ?
FP7 – Environment – National Information Day, Dublin 6th October 2010                 9




• Because activities are funded from many sources the
        overall amount is difficult to establish. A dedicated
        study is needed to identify the current levels of public
        expenditure on climate information provision. From this
        we can then estimate the budget needed to secure
        operational climate information services in Europe.
• A gap analysis performed on the basis of sensor
        capacity this may be VERY different to one based on
        product availability, this will be a topic for future work
        (maybe in the context of CEOS)
• There is a notable difference between the availability of
        climate relevant products and generation of systematic
        time-series of GCOS compatible ECVs, future initiatives
        should acknowledge this and strive to achieve the
        demanding GCOS standards
basic principles + objectives of inverse modelling
FP7 – Environment – National Information Day, Dublin 6th October 2010                                                  10




                                                                                         monitoring of global and
                                                                                         regional CH4 cycle
                                                                                         ● anthropogenic sources
                                                                                         ● natural sources and their
                                                                                         feedback to climate change


                        top down estimates of emissions

                                                                        monitoring of global and regional CH4 cycle
                                                                        ● anthropogenic sources
                                                                        ● natural sources and their feedback to climate
                                                                        change

                                                                        verification



                                                                        Kyoto protocol
SCIAMACHY - Scanning Imaging Absorption spectroMeter
                                                 for Atmospheric CartograpHY
FP7 – Environment – National Information Day, Dublin 6th October 2010                                                     11




                                                                        absorption spectra of solar radiation (near-IR)
                                                                        -> high sensitivity also in PBL




                                                                                                             SCIAMACHY
                                                                                                           Absorption Kernel
XCH4 and emissions - seasonal variation


FP7 – Environment – National Information Day, Dublin 6th October 2010                                                              12




                                                                                                                                 SCIA
                                                                                                                                 TM5




                                                                                             [Bergamaschi et al., J. Geophys. Res., 2009]
Asia - seasonal XCH4 and emissions


FP7 – Environment – National Information Day, Dublin 6th October 2010                                                               13




                                                                                                                                  SCIA
                                                                                                                                  TM5



                                                                                              [Bergamaschi et al., J. Geophys. Res., 2009]
Global Changes in Biosphere Vegetation
                                       Dynamics Using MERIS & SeaWiFS data
FP7 – Environment – National Information Day, Dublin 6th October 2010           14




• Operational MERIS Level2 products (i.e. MGVI) provide
  FAPAR daily values at 1.2 km since April 2002.
• The retrieval algorithm is physically based using TOA
  BRF in blue, red and NIR bands as inputs (Gobron et al.,
  1999, 2001).
• Time-composite assigns one representative value over
  10-days or monthly period (Pinty et al., 2002).
• Remapping code is used by averaging available FAPAR
  values within 0.5Âş x 0.5Âş grid-cell to make global
  products (Taberner et al., 2004).

• MERIS global products are processed at G-POD (ESRIN).
• FAPAR from SeaWiFS data from 09/1997 are produced at
        JRC following same way (Gobron et al., 2001, MĂŠlin et al., 2002).
12 years of global monthly
FP7 – Environment – National Information Day, Dublin 6th October 2010             15
Global View
      FP7 – Environment – National Information Day, Dublin 6th October 2010                                               16




Annual 2009 FAPAR anomalies at the global scale relative to the period 1998
to 2009 average: The strongest positive anomalies are found in Eastern Brazil
and South Africa whilst South America and East Africa exhibit the strongest
negative anomalies; the persistent droughts in Southern America, East Africa
and Australia are clearly manifest in poor vegetation growth and vigour.




          2009 Anomaly


Gobron et. al, 2010, FAPAR in ‘State of the Climate in 2009’, M. Willett, L. V. Alexander, and P. W. Thorne, Eds., BAMS
Global View
               FP7 – Environment – National Information Day, Dublin 6th October 2010                                              17




Time series of monthly anomalies averaged along lines of longitude: the
presence of a negative trend occurring over a latitude band 30Âş to 50Âş in
the Southern Hemisphere. This trend is strong enough to yield global
monthly negative anomalies for the most recent years.
                +90




                +45
    Latitude




                    0




                 -45




                 -90
                   98               99            00             01            02       03    04    05   06   07   08   09   10
                                                                                             Year

Gobron et. al, 2010, FAPAR in ‘State of the Climate in 2009’, M. Willett, L. V. Alexander, and P. W. Thorne, Eds., BAMS
Global View
FP7 – Environment – National Information Day, Dublin 6th October 2010                                                       18




                                                                             Monthly fAPAR spatially averaged
                                                                             over the globe from 1998 to 2009.

                          0.015

                          0.010


                          0.005
              Anomalies




                          0.000


                          -0.005


                          -0.010

                          -0.015
                               98             99            00          01   02   03    04    05   06   07   08   09   10
                                                                                       Year
Gobron et. al, 2010, FAPAR in ‘State of the Climate in 2009’, M. Willett, L. V. Alexander, and P. W. Thorne, Eds., BAMS
FP7 – Environment – National Information Day, Dublin 6th October 2010                19




                                                                        Thank You!

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Earth Observation for Climate - Julian Wilson, Joint Research Centre, institute for Environment and Sustainability, Italy

  • 1. FP7 – Environment – National Information Day, Dublin 6th October 2010 1 Earth Observation for Climate Julian Wilson, Mark Dowell and Alan Belward Nadine Gobron & Co-workers, Peter Bergamaschi and Co-workers Joint Research Centre (JRC) IES - Institute for Environment and Sustainability Ispra - Italy http://ies.jrc.ec.europa.eu/ http://www.jrc.ec.europa.eu/ Modis Terra, RGB, Feb 28th 2009 (from R. Hoff)
  • 2. Topics FP7 – Environment – National Information Day, Dublin 6th October 2010 2 • European capacity for space-based observations of climate study • JRC Research on Essential Climate Variables • CH4 emission inversions using SCIAMACHY • 12 year time series of fAPAR derived from two different sensors (MERIS & SeaWiFS)
  • 3. Background FP7 – Environment – National Information Day, Dublin 6th October 2010 3 • Space Council 5# and 6# – Recognised space & Climate Change as key priority – Called on EC to define how GMES services and European space observation archives can contribute most effectively to the provision of data • Competitiveness Council December 2008 Cox and Stephenson 2007, Science Vol 317 – invited EC to foster the Observations implementation of the GMES climate change monitoring to support the EU policies
  • 4. European capacity for monitoring and assimilating space based climate change observations FP7 – Environment – National Information Day, Dublin 6th October 2010 4 • Study published as JRC Science and Technical Report • Includes: 1. overview of European capacity 2. gap analysis 3. infrastructure issues 4. programmatic and governance adequacy discussion • Provides a European perspective: participants & contributors included ESA, EUMETSAT, Met Office, ECMWF, national • agencies
  • 5. ECV Gap analysis table FP7 – Environment – National Information Day, Dublin 6th October 2010 5
  • 6. Europe has the capacity to deliver FCDRs/ECVs FP7 – Environment – National Information Day, Dublin 6th October 2010 6 • Proven capacity in space hardware development / construction, algorithm development and operational generation of a subset of ECVs (gaps do exist) • World-leading capabilities in the reanalysis of climate data and assimilation of these and satellite derived observations to provide high quality analysis of climate and climate change • Relevant and capable institutions, with complementary (though not always synergistic) modes of operation
  • 7. Current Capacity for FCDR/ECVs FP7 – Environment – National Information Day, Dublin 6th October 2010 7 • 31 of the GCOS ECVs are measurable through space-based observations • European capacity currently available or commissioned to measure 29 of these ECVs • Around 40% of these 29 are available through end-to-end production (e.g. CCI, some EUMETSAT SAF and GMES Services) – but long-term guarantees for operational production still have to be secured. However: • FDCR/ECV provisioning and reanalysis/assimilation in Europe is based on research funding or performed in the margins of numerical weather prediction (NWP) • Because funding is not from an operational budget line Europe is unable to make the move from research to operations • We are having to de-scope planned activities, even where these are essential and based on proven world-class science. This underplays European scientific capacity, is a handicap to joint implementation and makes it impossible for a climate service to deliver sustained information, as required in any legal or operational setting
  • 8. The way forward to operational systems FP7 – Environment – National Information Day, Dublin 6th October 2010 8 • Joint Programme implementation is needed to fill gaps, avoid overlap and promote synergy • Domain-based approaches (atmosphere, ocean and land) should be enhanced by an integrated approach using dedicated assimilation schemes • Increased computing power (computational/storage, bandwidth and skilled personnel) is needed to ensure that coupled Earth System models can be run, and that the spatial and temporal resolution of these can be improved • The improvements should build on established skills centres nationally & at the European level. Effective provisioning of data and information needs a stable financial platform which guarantees sustained support for – a) the space segment making measurements – b) for the processing, product generation and their QA/QC – c) for reanalysis and assimilation strategies to turn these data into policy relevant information
  • 9. What Next ? FP7 – Environment – National Information Day, Dublin 6th October 2010 9 • Because activities are funded from many sources the overall amount is difficult to establish. A dedicated study is needed to identify the current levels of public expenditure on climate information provision. From this we can then estimate the budget needed to secure operational climate information services in Europe. • A gap analysis performed on the basis of sensor capacity this may be VERY different to one based on product availability, this will be a topic for future work (maybe in the context of CEOS) • There is a notable difference between the availability of climate relevant products and generation of systematic time-series of GCOS compatible ECVs, future initiatives should acknowledge this and strive to achieve the demanding GCOS standards
  • 10. basic principles + objectives of inverse modelling FP7 – Environment – National Information Day, Dublin 6th October 2010 10 monitoring of global and regional CH4 cycle ● anthropogenic sources ● natural sources and their feedback to climate change top down estimates of emissions monitoring of global and regional CH4 cycle ● anthropogenic sources ● natural sources and their feedback to climate change verification Kyoto protocol
  • 11. SCIAMACHY - Scanning Imaging Absorption spectroMeter for Atmospheric CartograpHY FP7 – Environment – National Information Day, Dublin 6th October 2010 11 absorption spectra of solar radiation (near-IR) -> high sensitivity also in PBL SCIAMACHY Absorption Kernel
  • 12. XCH4 and emissions - seasonal variation FP7 – Environment – National Information Day, Dublin 6th October 2010 12 SCIA TM5 [Bergamaschi et al., J. Geophys. Res., 2009]
  • 13. Asia - seasonal XCH4 and emissions FP7 – Environment – National Information Day, Dublin 6th October 2010 13 SCIA TM5 [Bergamaschi et al., J. Geophys. Res., 2009]
  • 14. Global Changes in Biosphere Vegetation Dynamics Using MERIS & SeaWiFS data FP7 – Environment – National Information Day, Dublin 6th October 2010 14 • Operational MERIS Level2 products (i.e. MGVI) provide FAPAR daily values at 1.2 km since April 2002. • The retrieval algorithm is physically based using TOA BRF in blue, red and NIR bands as inputs (Gobron et al., 1999, 2001). • Time-composite assigns one representative value over 10-days or monthly period (Pinty et al., 2002). • Remapping code is used by averaging available FAPAR values within 0.5Âş x 0.5Âş grid-cell to make global products (Taberner et al., 2004). • MERIS global products are processed at G-POD (ESRIN). • FAPAR from SeaWiFS data from 09/1997 are produced at JRC following same way (Gobron et al., 2001, MĂŠlin et al., 2002).
  • 15. 12 years of global monthly FP7 – Environment – National Information Day, Dublin 6th October 2010 15
  • 16. Global View FP7 – Environment – National Information Day, Dublin 6th October 2010 16 Annual 2009 FAPAR anomalies at the global scale relative to the period 1998 to 2009 average: The strongest positive anomalies are found in Eastern Brazil and South Africa whilst South America and East Africa exhibit the strongest negative anomalies; the persistent droughts in Southern America, East Africa and Australia are clearly manifest in poor vegetation growth and vigour. 2009 Anomaly Gobron et. al, 2010, FAPAR in ‘State of the Climate in 2009’, M. Willett, L. V. Alexander, and P. W. Thorne, Eds., BAMS
  • 17. Global View FP7 – Environment – National Information Day, Dublin 6th October 2010 17 Time series of monthly anomalies averaged along lines of longitude: the presence of a negative trend occurring over a latitude band 30Âş to 50Âş in the Southern Hemisphere. This trend is strong enough to yield global monthly negative anomalies for the most recent years. +90 +45 Latitude 0 -45 -90 98 99 00 01 02 03 04 05 06 07 08 09 10 Year Gobron et. al, 2010, FAPAR in ‘State of the Climate in 2009’, M. Willett, L. V. Alexander, and P. W. Thorne, Eds., BAMS
  • 18. Global View FP7 – Environment – National Information Day, Dublin 6th October 2010 18 Monthly fAPAR spatially averaged over the globe from 1998 to 2009. 0.015 0.010 0.005 Anomalies 0.000 -0.005 -0.010 -0.015 98 99 00 01 02 03 04 05 06 07 08 09 10 Year Gobron et. al, 2010, FAPAR in ‘State of the Climate in 2009’, M. Willett, L. V. Alexander, and P. W. Thorne, Eds., BAMS
  • 19. FP7 – Environment – National Information Day, Dublin 6th October 2010 19 Thank You!