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AusCover Facility
The Remote Sensing Data & Validation Facility

Presentation by Alex Held – Facility Director
Facility Objectives
Production and delivery of
nationally consistent long‐time
series of satellite‐based biophysical
map products and next generation
remote sensing research data that
is validated for Australian
conditions.
Science Questions
•   How, in space and time, have key environmental variables changed over
    the period of satellite image archives for Australia?
      • AusCover portal will deliver several spatially explicit datasets on
          several biophysical variables measured via remote sensing
Science Questions
•   How, in space and time, have key environmental variables changed over
    the period of satellite image archives for Australia?
      • AusCover portal will deliver several spatially explicit datasets on
          several biophysical variables measured via remote sensing

•   Can we measure at regional scales the relative benefits/impacts of
    legislated environmental management programs on Australia's major land
    and coastal ecosystems?
       • Derived datasets will be produced at various levels of spatial
           resolution to allow for investigation into different types of impacts
Science Questions
•   How, in space and time, have key environmental variables changed over
    the period of satellite image archives for Australia?
      • AusCover portal will deliver several spatially explicit datasets on
          several biophysical variables measured via remote sensing

•   Can we measure at regional scales the relative benefits/impacts of
    legislated environmental management programs on Australia's major land
    and coastal ecosystems?
       • Derived datasets will be produced at various levels of spatial
           resolution to allow for investigation into different types of impacts
•   Can we measure at regional scales the relative benefits/impacts of
    legislated environmental management programs on Australia's major land
    and coastal ecosystems?
       • Derived datasets will be produced at various levels of spatial
           resolution to allow for investigation into different types of impacts
Facility infrastructure:
Processes that are complete and operational (what is working);
Facility infrastructure:
 Processes that are complete and operational (what is working);

Remote Sensing Data Delivery Backbone
  • Solving data formats, interoperability, data-policy,
  • Physical storage, efficient delivery to end-users etc.
Facility infrastructure:
 Processes that are complete and operational (what is working);

Remote Sensing Data Delivery Backbone
  • Solving data formats, interoperability, data-policy,
  • Physical storage, efficient delivery to end-users etc.



   Data Production Network (via Central Console and 7 Regional “Nodes”)
     • Nationally-consistent, standard biophysical data products,
     • Metadata and technical support documents
     • Specialised space-borne, airborne & in-situ research-grade data
Facility infrastructure:
 Processes that are complete and operational (what is working);

Remote Sensing Data Delivery Backbone
  • Solving data formats, interoperability, data-policy,
  • Physical storage, efficient delivery to end-users etc.



   Data Production Network (via Central Console and 7 Regional “Nodes”)
     • Nationally-consistent, standard biophysical data products,
     • Metadata and technical support documents
     • Specialised space-borne, airborne & in-situ research-grade data


          Ground Validation Program and Instrumentation
            • Set national standards & field validation protocols,
            • TERN SuperSites and Environmental transects etc.
            • International Benchmarking (eg CEOS WGCV LPV)
Stakeholders
• Academia and Research Agencies
    •   Biodiversity and ecosystem fragmentation studies
    •   CSIRO, ABARES, CRCs – Next Generation Land-surface
        models, hydrological modeling, remote sensing science
        teams, etc.
• Government Agencies
    •   State: NRM Agencies, Agriculture and Forestry agencies
    •   Federal: DAFF, SEWPaC, DCCEE, GA, BoM
• NGOs
• Overseas users
    •   GEO working groups (eg. GEO BON); world climate
        forecasting centres, regional carbron-cycle programs,
        Cal/Val groups in space agencies, etc.
AusCover USER Advisory Network

                                 Nick Cuff (DNRE)



                                                                           John Carter (QDERM)
                                                                           Damian Barrett (UQ)
                                                                           Mike Grundy (CSIRO)


Charlie Thom (Curtin U.)
Bruce Buckley (IAG)



                                                                                     John Leys (DECC)
                       Anna Dutkievicz (DENR)


                                                                               Richard Thackway (ABARES)
                                                    Andrew Haywood (DEC)       Matt Bolton (SEWPAC)
                                                                               Tony Boston (BoM – Water)
                                                                               Shanti Reddy (DCCEE)
Summary of datasets
       http://data.auscover.org.au/wiki and go to Product Pages
Functional group              Key products

Land Cover                    Dynamic Land Cover Map, MODIS Fractional Cover.
                              Landsat FPC, Ground Cover, Forest Cover.
Ecosystem Variables           Vegetation Indices NDVI, EVI, LAI, fPAR.
                              Land Cover Dynamics, Phenology, Disturbance Index.
Fire                          Burned area, Fire Frequency, Thermal Anomalies.
Radiation, Meteorology and    Rainfall, Temperature, Vapour Pressure, Solar Radiation,
Ancillary                     Albedo, LST and Emissivity, Soil Moisture.
Base Satellite Data and        Landsat Cloud Free Reflectance, MODIS Surface Reflectance
Inputs to Satellite Processing Aerosol Optical Depth, Total Column Water Vapour and O3.
Site-based Datasets           AusCover Validation Sites and Airborne Data.
                              Fractional Cover and SLATS Field Sites.
                              Hyperion Hyperspectral Data.
Atmosphere                    MODIS Aerosol, Water Vapour, Cloud Mask, Dust, Smoke
Technical and production network
                                                                                              Links to International
                                                                                              Networks
                                   Darwin Node
                                   Stefan Maier (CDU)
                                   Technical Officer (CDU)




                                                                                      Brisbane Node
                                                                                      Kasper Johansen UQ)
                                                                                      Peter Scarth (QDERM)
 Perth Node                                                                           Rebecca Trevithick (UQ)
 Merv Lynch (Curtin)
 Peter Fearns (Curtin)
 Mat Whyatt (ANDS/iVEC)
 Luke Edwards (Curtin/iVEC)
 Mark Gray (Curtin)
 Mark Broomhall (Curtin)
 Helen Chedzey (Curtin)                                                                             Sydney Node
                                                                                                    Alfredo Huete (UTS)
                                                                                                    Technical Officer (UTS)
                              Adelaide Node
                              Megan Lewis (UA)
                              Ken Clarke (UA)
                                                                                            Canberra Node
                                                                                            Alex Held (CSIRO)
                                                             Melbourne Node                 Tim Malthus (CSIRO)
                                                             Ian Grant (BoM)                Medhavy Thankappan (GA)
                                                             Paul Loto’aniu (BoM)           Juan Pablo Guershman (CSIRO)
                                                             Simon Jones (RMIT)             Leo Lymbruner (GA)
                                                             Barbara Rashaia (RMIT)         Matt Paget (CSIRO)
                                                                                            Matt Nethery (CSIRO)
AusCover Data Production Network
                                                                                      Data from Other National Agencies
                                                                                      And International Space Agencies
                                         Darwin Node                                  and Collaborators
                                         Burt-Area and Bushfire
                                         Products and Validation



                                                                                             Brisbane Node
                                                                                             Foliage Projected Cover
                                                                                             Airborne Data Products
Perth Node                                                                                   Field Data & Validation
Surface Reflectance Products,
Hyperspectral data, atmospheric
Correction ancillary data;
Field Validation
                                                                                                         Sydney Node
                                                                                                         Time-Series Vegetation Indexes
                                                                                                         Phenology Products continental +
                                  Adelaide Node                                                          In-situ, Validation
                                  Fractional Land-Cover in
                                  Ragelands + Field Validation
                                                                                                  Canberra Node
                                                                                                  Leaf-Area Index/FPAR Product
                                                                 Melbourne Node                   Fractional Cover
                                                                 Gridded Climatology Data
                                                                                                  Dynamic Land Cover Map
                                                                 Airborne Data and in-situ
                                                                                                  Airborne Data products
                                                                 Sensor data.
Current Status: Data Delivery Backbone
                                                   http://data.auscover.org.au
                                   Central
                                    Portal




                                                                                             UQ



                                     iVEC


                                             Data Fabric                         NCI CSIRO

                                                              VPAC   BoM

Source: http://www.aarnet.edu.au             Online

                                              Coming soon
Technologies – Current Status
Standalone services
Distributed servers    Local management.             CSIRO , iVEC and NCI
                       Flexible and scalable.        (ARCS/RDSI), UQ, BoM
Variety of data        Application specific.         NetCDF-CF “gold standard”
formats                Raster / Vector / Database.   Code to translate
Programmable data      Access via URLs.              HTTP, THREDDS, OPeNDAP,
access                 Large dataset processing.     Geoserver
Aggregated services
Central website        Links to all services.        http://data.auscover.org.au
                       News, Updates, Glossary.      Drupal
Metadata repository    Collection level records.   http://mest.auscover.org.au
                       Harvestable by TERN Portal. Geonetworks
Visualisation portal   WMS enabled datasets.         http://portal.auscover.org.au
Node and User Wiki     Product description pages.    http://data.auscover.org.au/wiki
Community validation Global field photo library.     http://www.eomf.ou.edu
                     Geo-Wiki.                       http://auscover.geo-wiki.org
AusCover Metadata Tool
http://mest.auscover.org.au
AusCover Portal
http://portal.auscover.org.au
SAMPLES
AusCover Data Calibration



Grey
           White      Black

 Three calibration targets



Deployment of calibration targets at the Chowilla Supersite during
the hyperspectral flight campaign
VEGNET trial in Central Victoria
Land Cover Dynamics and Annual
          Anomalies




MODIS-Terra EVI standard anomaly in drought (2009) and wet (2010) periods
AVHRR Fire Frequency (1997 – 2009)

      -


             fire frequency (pa)
                  1

                  0
Detection and monitoring of landscape
disturbance events (Disturbance Index)
                                             MGDI 2001-2005

                            2
                           1.8
                           1.6
                           1.4
                           1.2




                    MGDI
                            1
                           0.8
                           0.6
                           0.4
                           0.2
                            0
                                 2001-2002   2002-2003          2004-2005   2005-2006
                                                         Year




                                                  Canberra Fire (ACT) – high severity
                                                  Duration : 09/01/2003-19/01/2003
  *DI products in                                 Area Burnt : 1.5 m ha
  development                                     shrubby dry sclerophyll forests , grassy
  (AusCover-                                      woodlands,
  Sydney)                                         grassy wet sclerophyll forests
Joint Validation of New Mapping Products
   (eg. Dynamic Land Cover Map – GA)
Land-Cover Dynamics of TERN SUPERSITES




                                         WARRA Enhanced Vegetation Index
0.5
0.4
0.3
0.2
0.1
  0
 2/17/96   2/17/97   2/17/98   2/17/99     2/17/00   2/17/01   2/17/02    2/17/03    2/17/04    2/17/05     2/17/06     2/17/07


                                               Alice Springs mean_evi
0.6

0.4

0.2

  0
  3/4/96   3/4/97    3/4/98    3/4/99      3/4/00    3/4/01    3/4/02    3/4/03     3/4/04     3/4/05     3/4/06      3/4/07
Planned activities post 2014
(role in defining paths to address critical gaps in TERN and sustaining it beyond 2014).

• Establish permanent EO data product delivery
  system and associated capability
• Closer collaboration with international programs
  (e.g. NEON)
• Establish permanent data calibration and product
  validation capability
• Work with R&D sector to transition to new sensor
  systems and new derived products
• Acquire additional airborne and high-resolution
  datasets for R&D and validation
Thank you
Facility Contact Details

Alex Held – Facility Director
Rowena Smith – Facility Coordinator
Matt Paget – Data and Systems Coordinator

CSIRO Marine and Atmospheric Research
GPO Box 3023
Canberra, ACT 2601
Australia
Tel.: 61-2-6246 5630
Fax: 61-2-6246 5988
Email: alex.held@csiro.au / rowena.smith@csiro.au / matt.paget@csiro.au

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01 aus cover australian satellite data collection and validation network current status of tern 28.03.12

  • 1. AusCover Facility The Remote Sensing Data & Validation Facility Presentation by Alex Held – Facility Director
  • 2. Facility Objectives Production and delivery of nationally consistent long‐time series of satellite‐based biophysical map products and next generation remote sensing research data that is validated for Australian conditions.
  • 3. Science Questions • How, in space and time, have key environmental variables changed over the period of satellite image archives for Australia? • AusCover portal will deliver several spatially explicit datasets on several biophysical variables measured via remote sensing
  • 4. Science Questions • How, in space and time, have key environmental variables changed over the period of satellite image archives for Australia? • AusCover portal will deliver several spatially explicit datasets on several biophysical variables measured via remote sensing • Can we measure at regional scales the relative benefits/impacts of legislated environmental management programs on Australia's major land and coastal ecosystems? • Derived datasets will be produced at various levels of spatial resolution to allow for investigation into different types of impacts
  • 5. Science Questions • How, in space and time, have key environmental variables changed over the period of satellite image archives for Australia? • AusCover portal will deliver several spatially explicit datasets on several biophysical variables measured via remote sensing • Can we measure at regional scales the relative benefits/impacts of legislated environmental management programs on Australia's major land and coastal ecosystems? • Derived datasets will be produced at various levels of spatial resolution to allow for investigation into different types of impacts • Can we measure at regional scales the relative benefits/impacts of legislated environmental management programs on Australia's major land and coastal ecosystems? • Derived datasets will be produced at various levels of spatial resolution to allow for investigation into different types of impacts
  • 6. Facility infrastructure: Processes that are complete and operational (what is working);
  • 7. Facility infrastructure: Processes that are complete and operational (what is working); Remote Sensing Data Delivery Backbone • Solving data formats, interoperability, data-policy, • Physical storage, efficient delivery to end-users etc.
  • 8. Facility infrastructure: Processes that are complete and operational (what is working); Remote Sensing Data Delivery Backbone • Solving data formats, interoperability, data-policy, • Physical storage, efficient delivery to end-users etc. Data Production Network (via Central Console and 7 Regional “Nodes”) • Nationally-consistent, standard biophysical data products, • Metadata and technical support documents • Specialised space-borne, airborne & in-situ research-grade data
  • 9. Facility infrastructure: Processes that are complete and operational (what is working); Remote Sensing Data Delivery Backbone • Solving data formats, interoperability, data-policy, • Physical storage, efficient delivery to end-users etc. Data Production Network (via Central Console and 7 Regional “Nodes”) • Nationally-consistent, standard biophysical data products, • Metadata and technical support documents • Specialised space-borne, airborne & in-situ research-grade data Ground Validation Program and Instrumentation • Set national standards & field validation protocols, • TERN SuperSites and Environmental transects etc. • International Benchmarking (eg CEOS WGCV LPV)
  • 10. Stakeholders • Academia and Research Agencies • Biodiversity and ecosystem fragmentation studies • CSIRO, ABARES, CRCs – Next Generation Land-surface models, hydrological modeling, remote sensing science teams, etc. • Government Agencies • State: NRM Agencies, Agriculture and Forestry agencies • Federal: DAFF, SEWPaC, DCCEE, GA, BoM • NGOs • Overseas users • GEO working groups (eg. GEO BON); world climate forecasting centres, regional carbron-cycle programs, Cal/Val groups in space agencies, etc.
  • 11. AusCover USER Advisory Network Nick Cuff (DNRE) John Carter (QDERM) Damian Barrett (UQ) Mike Grundy (CSIRO) Charlie Thom (Curtin U.) Bruce Buckley (IAG) John Leys (DECC) Anna Dutkievicz (DENR) Richard Thackway (ABARES) Andrew Haywood (DEC) Matt Bolton (SEWPAC) Tony Boston (BoM – Water) Shanti Reddy (DCCEE)
  • 12. Summary of datasets http://data.auscover.org.au/wiki and go to Product Pages Functional group Key products Land Cover Dynamic Land Cover Map, MODIS Fractional Cover. Landsat FPC, Ground Cover, Forest Cover. Ecosystem Variables Vegetation Indices NDVI, EVI, LAI, fPAR. Land Cover Dynamics, Phenology, Disturbance Index. Fire Burned area, Fire Frequency, Thermal Anomalies. Radiation, Meteorology and Rainfall, Temperature, Vapour Pressure, Solar Radiation, Ancillary Albedo, LST and Emissivity, Soil Moisture. Base Satellite Data and Landsat Cloud Free Reflectance, MODIS Surface Reflectance Inputs to Satellite Processing Aerosol Optical Depth, Total Column Water Vapour and O3. Site-based Datasets AusCover Validation Sites and Airborne Data. Fractional Cover and SLATS Field Sites. Hyperion Hyperspectral Data. Atmosphere MODIS Aerosol, Water Vapour, Cloud Mask, Dust, Smoke
  • 13. Technical and production network Links to International Networks Darwin Node Stefan Maier (CDU) Technical Officer (CDU) Brisbane Node Kasper Johansen UQ) Peter Scarth (QDERM) Perth Node Rebecca Trevithick (UQ) Merv Lynch (Curtin) Peter Fearns (Curtin) Mat Whyatt (ANDS/iVEC) Luke Edwards (Curtin/iVEC) Mark Gray (Curtin) Mark Broomhall (Curtin) Helen Chedzey (Curtin) Sydney Node Alfredo Huete (UTS) Technical Officer (UTS) Adelaide Node Megan Lewis (UA) Ken Clarke (UA) Canberra Node Alex Held (CSIRO) Melbourne Node Tim Malthus (CSIRO) Ian Grant (BoM) Medhavy Thankappan (GA) Paul Loto’aniu (BoM) Juan Pablo Guershman (CSIRO) Simon Jones (RMIT) Leo Lymbruner (GA) Barbara Rashaia (RMIT) Matt Paget (CSIRO) Matt Nethery (CSIRO)
  • 14. AusCover Data Production Network Data from Other National Agencies And International Space Agencies Darwin Node and Collaborators Burt-Area and Bushfire Products and Validation Brisbane Node Foliage Projected Cover Airborne Data Products Perth Node Field Data & Validation Surface Reflectance Products, Hyperspectral data, atmospheric Correction ancillary data; Field Validation Sydney Node Time-Series Vegetation Indexes Phenology Products continental + Adelaide Node In-situ, Validation Fractional Land-Cover in Ragelands + Field Validation Canberra Node Leaf-Area Index/FPAR Product Melbourne Node Fractional Cover Gridded Climatology Data Dynamic Land Cover Map Airborne Data and in-situ Airborne Data products Sensor data.
  • 15. Current Status: Data Delivery Backbone http://data.auscover.org.au Central Portal UQ iVEC Data Fabric NCI CSIRO VPAC BoM Source: http://www.aarnet.edu.au Online Coming soon
  • 16. Technologies – Current Status Standalone services Distributed servers Local management. CSIRO , iVEC and NCI Flexible and scalable. (ARCS/RDSI), UQ, BoM Variety of data Application specific. NetCDF-CF “gold standard” formats Raster / Vector / Database. Code to translate Programmable data Access via URLs. HTTP, THREDDS, OPeNDAP, access Large dataset processing. Geoserver Aggregated services Central website Links to all services. http://data.auscover.org.au News, Updates, Glossary. Drupal Metadata repository Collection level records. http://mest.auscover.org.au Harvestable by TERN Portal. Geonetworks Visualisation portal WMS enabled datasets. http://portal.auscover.org.au Node and User Wiki Product description pages. http://data.auscover.org.au/wiki Community validation Global field photo library. http://www.eomf.ou.edu Geo-Wiki. http://auscover.geo-wiki.org
  • 20. AusCover Data Calibration Grey White Black Three calibration targets Deployment of calibration targets at the Chowilla Supersite during the hyperspectral flight campaign
  • 21. VEGNET trial in Central Victoria
  • 22. Land Cover Dynamics and Annual Anomalies MODIS-Terra EVI standard anomaly in drought (2009) and wet (2010) periods
  • 23. AVHRR Fire Frequency (1997 – 2009) - fire frequency (pa) 1 0
  • 24. Detection and monitoring of landscape disturbance events (Disturbance Index) MGDI 2001-2005 2 1.8 1.6 1.4 1.2 MGDI 1 0.8 0.6 0.4 0.2 0 2001-2002 2002-2003 2004-2005 2005-2006 Year Canberra Fire (ACT) – high severity Duration : 09/01/2003-19/01/2003 *DI products in Area Burnt : 1.5 m ha development shrubby dry sclerophyll forests , grassy (AusCover- woodlands, Sydney) grassy wet sclerophyll forests
  • 25. Joint Validation of New Mapping Products (eg. Dynamic Land Cover Map – GA)
  • 26. Land-Cover Dynamics of TERN SUPERSITES WARRA Enhanced Vegetation Index 0.5 0.4 0.3 0.2 0.1 0 2/17/96 2/17/97 2/17/98 2/17/99 2/17/00 2/17/01 2/17/02 2/17/03 2/17/04 2/17/05 2/17/06 2/17/07 Alice Springs mean_evi 0.6 0.4 0.2 0 3/4/96 3/4/97 3/4/98 3/4/99 3/4/00 3/4/01 3/4/02 3/4/03 3/4/04 3/4/05 3/4/06 3/4/07
  • 27. Planned activities post 2014 (role in defining paths to address critical gaps in TERN and sustaining it beyond 2014). • Establish permanent EO data product delivery system and associated capability • Closer collaboration with international programs (e.g. NEON) • Establish permanent data calibration and product validation capability • Work with R&D sector to transition to new sensor systems and new derived products • Acquire additional airborne and high-resolution datasets for R&D and validation
  • 28. Thank you Facility Contact Details Alex Held – Facility Director Rowena Smith – Facility Coordinator Matt Paget – Data and Systems Coordinator CSIRO Marine and Atmospheric Research GPO Box 3023 Canberra, ACT 2601 Australia Tel.: 61-2-6246 5630 Fax: 61-2-6246 5988 Email: alex.held@csiro.au / rowena.smith@csiro.au / matt.paget@csiro.au

Editor's Notes

  1. The smoke detection algorithm aims to differentiate bushfire derived particulates from other scene elements in a satellite image. Various threshold tests work with specific spectral bands that are sensitive to the presence of scene elements such as smoke, cloud, bright surface features or water. In December 2009, a fire broke out 20km east of Harvey in south-west Western Australia. The fire started on the 13th and continued to burn for several days. Two days after ignition, the smoke plume had extended northwards over land, covering the Perth urban area and moving out over the ocean.The satellite image on the left, taken at 10:15am on the morning of the 15th, displays the true colour image of the bushfire. The image on the right overlays a transparent red image created using the smoke detection algorithm. The combination of thresholds in the algorithm results in a product that discriminates well against ocean, land and most cloud (present in the lower left of the image). Challenges still arise when trying to classify thin smoke and some high reflectance land areas.