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Assessment of coastline change over the
last 38 years using satellite EO along
Great Britain coast
Joana Gafeira, British Geological Survey
Martin Jones, ARGANS
What we will cover in the next 20 mins
British Geological Survey (End User) perspective
• Coasts & Estuaries Geohazards program
• Evidences of historical change at national scale with local resolution
ARGANS Ltd (Service Provider) perspective
• Coastal Erosion from Space - a 3-year ESA project
• Benefits of being part of OCRE-GB project
• Next steps
2
3
BGS mission is to be a trusted provider of data and knowledge on different adaptation
options to the escalating coastal flooding and erosion risks in the UK and internationally.
London Surge Barrier Happisburgh, England Fairbourne, Wales
3
“Worldwide, coastal adaptation could reduce the expected impacts of sea level rise
by a factor of 10 to less than $1.5 trillion over the next two centuries”
From Diaz 2016, Climatic Change
4
The project goal is to create a database of coastline position for the whole length of
Great Britain (GB) coastlines over the period between 1984 to 2022 (38 years).
The challenges
• ~ 17,000 km coastline length measured at 10 m resolution
• ~ 4TB of satellite imagery that need to be processed
• Waterline extraction automatic quality control
• Integration of Auxiliary data to produce datum tide lines
• Highest mapping accuracy possible
4
5
Monitoring coastal change from space as a service
Brought together leading EO service provider in fast-developing market &
leading provider of geoscientific advice to UK
5
6
Now providing evidences that
underpin policy on managing
coastal flooding and erosion risks
Enabling the translation of EO data into useful and
public information to a broad range of coastal
stakeholders
6
EO Research & Development
Software Engineering
Sensor Calibration & Validation
User Support & Quality Control
Strategic & Sustainable Planning
Climate Change & Environmental Monitoring
from Space
Nautical Charting & Coastal Mapping
Big Data Management and Analytics
Coastal Zone Management and Coastal Civil
Engineering Solutions
Earth Observation Products & Services
BGS are the UK’s premier provider of objective and authoritative geoscientific data,
information and knowledge to help society to use its natural resources responsibly,
manage environmental change and be resilient to environmental hazards.
The Coastal Erosion project
ARGANS Limited and its partners have just successfully delivered a 3-year project
funded by the Science for Society slice of the 5th Earth Observation Envelope
Programme overseen by ESA/ESRIN (the European Space Agency/Space Research
Institute) which commenced 3 April 2019.
More investment in coastal margins as populations grow and
urbanization increase added to increasing severe storm events is a
reality.
Looking for Innovative EO solutions
9
10
• Co-registration
• Optical Waterline
• Optical Shoreline
• Land use land cover map
End-user validation
• Time-series
• WL inter pixel
position
• SL shape accuracy
• SL spatial extend
Data Selection and Co-registration
11
Cloud cover : 45,08%
Cloud cover : 0,21% Cloud cover : 20,11%
Waterline Extraction
12
Landsat-8 Waterline
(01/08/2017) Validation for
Pointe-aux-Outardes
ARCTUS product validation
report
GDAL contour
How they are derived
How they are validated
Adaptive Thresholding Technique
Shoreline projection
13
Shoreline shift
Water height interpolation
Shoreline Timeseries
Coastal Land Cover
14
Random Forest
from a single image
Random Forest
from 12 images
15
Coastal Erosion = Gravel Beach & Cliff Erosion
Assessment of coastline change over
the last 38 years using satellite EO
along Great Britain coast

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02-02 Assessment of coastline change over the last 38 years - Gafeira, Jones.pdf

  • 1. Assessment of coastline change over the last 38 years using satellite EO along Great Britain coast Joana Gafeira, British Geological Survey Martin Jones, ARGANS
  • 2. What we will cover in the next 20 mins British Geological Survey (End User) perspective • Coasts & Estuaries Geohazards program • Evidences of historical change at national scale with local resolution ARGANS Ltd (Service Provider) perspective • Coastal Erosion from Space - a 3-year ESA project • Benefits of being part of OCRE-GB project • Next steps 2
  • 3. 3 BGS mission is to be a trusted provider of data and knowledge on different adaptation options to the escalating coastal flooding and erosion risks in the UK and internationally. London Surge Barrier Happisburgh, England Fairbourne, Wales 3 “Worldwide, coastal adaptation could reduce the expected impacts of sea level rise by a factor of 10 to less than $1.5 trillion over the next two centuries” From Diaz 2016, Climatic Change
  • 4. 4 The project goal is to create a database of coastline position for the whole length of Great Britain (GB) coastlines over the period between 1984 to 2022 (38 years). The challenges • ~ 17,000 km coastline length measured at 10 m resolution • ~ 4TB of satellite imagery that need to be processed • Waterline extraction automatic quality control • Integration of Auxiliary data to produce datum tide lines • Highest mapping accuracy possible 4
  • 5. 5 Monitoring coastal change from space as a service Brought together leading EO service provider in fast-developing market & leading provider of geoscientific advice to UK 5
  • 6. 6 Now providing evidences that underpin policy on managing coastal flooding and erosion risks Enabling the translation of EO data into useful and public information to a broad range of coastal stakeholders 6
  • 7. EO Research & Development Software Engineering Sensor Calibration & Validation User Support & Quality Control Strategic & Sustainable Planning Climate Change & Environmental Monitoring from Space Nautical Charting & Coastal Mapping Big Data Management and Analytics Coastal Zone Management and Coastal Civil Engineering Solutions Earth Observation Products & Services BGS are the UK’s premier provider of objective and authoritative geoscientific data, information and knowledge to help society to use its natural resources responsibly, manage environmental change and be resilient to environmental hazards.
  • 8. The Coastal Erosion project ARGANS Limited and its partners have just successfully delivered a 3-year project funded by the Science for Society slice of the 5th Earth Observation Envelope Programme overseen by ESA/ESRIN (the European Space Agency/Space Research Institute) which commenced 3 April 2019. More investment in coastal margins as populations grow and urbanization increase added to increasing severe storm events is a reality. Looking for Innovative EO solutions
  • 9. 9
  • 10. 10 • Co-registration • Optical Waterline • Optical Shoreline • Land use land cover map End-user validation • Time-series • WL inter pixel position • SL shape accuracy • SL spatial extend
  • 11. Data Selection and Co-registration 11 Cloud cover : 45,08% Cloud cover : 0,21% Cloud cover : 20,11%
  • 12. Waterline Extraction 12 Landsat-8 Waterline (01/08/2017) Validation for Pointe-aux-Outardes ARCTUS product validation report GDAL contour How they are derived How they are validated Adaptive Thresholding Technique
  • 13. Shoreline projection 13 Shoreline shift Water height interpolation Shoreline Timeseries
  • 14. Coastal Land Cover 14 Random Forest from a single image Random Forest from 12 images
  • 15. 15 Coastal Erosion = Gravel Beach & Cliff Erosion
  • 16. Assessment of coastline change over the last 38 years using satellite EO along Great Britain coast