A Business Case for Archived SAR Data
Marco van der Kooij, MDA, Canada Guy Seguin, InSARSAT, Canada
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• Large area land surveillance: High resolution AND wide swath • RADARSAT-2 XF • Archives of 5 m resolution R2 • Approach and examples of applications – Forest alert program: Tropical forest. – European border monitoring (alerts for troop build-up, refugee crisis) – Disaster damage assessment (e.g. Nepal) – InSAR • Future use of Satellite SAR data for land applications – High resolution, wide swath – Satellites operated in same orbits for coordinated use of archive – More efficient, reliable, consistent and automatic contribution to earth observation – “Where to look”, combined use with high resolution optical imagery
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RADARSAT-2 image modes Current Radarsat-2 modes 1. High resolution 0.25 land 2 2. Large area land 1 SL 1 Wider swath + 3. Maritime
UFW high resolution 3 UF MF (SLC) MFW (SLC) XF
5
MF MFW FW 10 3
Resolution (m) Resolution 20 S W
SCN SCW 100
Swath width (km)
20 Use, duplication50 or disclosure of this document100 or any of the information150 or images contained 300 500 herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA Broad Area Land Surveillance Analogy between surveillance cameras and high resolution SAR imagery
• Repeated identical geometry • Identical illumination conditions • 100% reliability in obtaining the imagery • Automatic, efficient detection for large volumes of data
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Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the 4 restrictions on the title page of this document. COPYRIGHT ©2016 MDA Canopy Change Detection Steps
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December 27, 2009 November 18, 2010 DigitalGlobe, Worldview Geoeye
New cuts in plantation
Selective logging, difficult or impossible to detect
DigitalGlobe Derivative Works (including WorldView-1 and WorldView-2) © 2009 DigitalGlobe, Inc. GeoEye-1 © GeoEye Data is owned by GeoEye, Inc. – All rights are reserved by GeoEye, Inc.
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Change Image Processed Change Vectors (Groups and Individual Trees)
New cuts in plantation
Selective logging outside plantation
RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2016 MDA Detection capability: Infrastructure and Target Change Detection • Detecting new reflections in context of existing reflections or existing activity from exact repeat SAR archive • Applications e.g. construction, vehicle presence, trains • Focus on automatic detection (alerts) not identification of targets
Archive New
Archive New Change
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All restrictions on the title page of this document. COPYRIGHT ©2016 MDA Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency Alerts for newly detected “targets”
• Detecting new reflections in context of existing reflections or existing activity from exact repeat SAR archive • Applications e.g. construction, vehicle presence, trains • Focus on automatic detection (alerts) not identification of targets
Archive New
Archive New Change
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All restrictions on the title page of this document. COPYRIGHT ©2016 MDA Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency Improved change detection using a SAR stack
• Exactly repeated observation geometry • Identical well-known SAR illumination source • Independent of weather and darkness • Precise, reliable and efficient change detection • Speckle noise of individual acquisitions can be filtered
-ΔdB
SAR SAR amplitude
Time Time RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2016 MDA RADARSAT-2 XF (Extra Fine) Large images (125 x 135 km), High resolution (5 m) Very dense information! RADARSAT-2 XF March 5, 2015
1.45 Billion pixels!
XF-3, 20130613 Sample spacing: 2.66 m (sl.range) x 2.50 m (azimuth) 26784 samples x 54145 lines = 1.45 Billion pixels
Inc. angle near Inc. Angle far Ground Resolution Azimuth resolution Swath (km) NESZ (dB) edge edge far edge (m) (m) XF0W1 21 32.4 5.8 4.5 169 -21 XF0W2 31.3 38.9 4.9 4.5 130 -21 XF0W3 38.1 44.2 4.4 4.5 120 -21 XF0S7 44 48.8 4.1 4.5 108 -21
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Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the 13 restrictions on the title page of this document. COPYRIGHT ©2016 MDA The benefit of exact repeat archive imagery Detection of recent illegal logging roads in Para State, Brazil photos from nearby illegal logging roads
6x10 km, change detection MFW 20120207 - 20130625 Single spotlight image acquired after the activity: SLA5 20130929
Correlation of road network from R2 and IRS-P6 ?
RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency restrictions on the title page of this document. COPYRIGHT ©2016 MDA Forest Logging Alerts… “where to look?” Cachoeira Seca (Para, Brazil)
Alerts Dec 2013 – April 2014 Alerts March 2012 – December 2013
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Photos taken June 26, 2014
Alerts December 2013 – April 2014
Alerts March 2012 – December 2013
Flightlines, photos © ISA, 2014
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Flightlines, photos © ISA, 2014
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the 17 restrictions on the title page of this document. COPYRIGHT ©2016 MDA Example of RADARSAT-2 Forest Monitoring Capability High Resolution fire scar progression in Berbak National Park 2015
Aug 3, 2015 – Sep 20, 2015 Sep 20, 2015 – Oct 14, 2015
Oct 14, 2015 – Nov 7, 2015
Water
Wetlands
Forest
Flat/smooth land
Buildings
RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2016– All Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency MODIS 2015 fire alerts (FHS 80)
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Fire scar as of 08/11/2015
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Humanitarian crisis in Kobane, Syria Map based on Satellite imagery of November 7+9+13, 2014
RADARSAT-2 XF coverage October 11 and November 4, 2014
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA Kobani Refugee Overview UNCLASSIFIED 20151124001 – 1/2 Kobani, Syria DOI: Unknown SEN: GOOGLE EARTH GEO: 365329N/0382117E DOP: 24 Nov 15
http://yalibnan.com/2014/11/18/kurds-seize-islamic-state-arms-and-ammunition-near-kobani/ Turkey
Turkey Syria
Syria
In October 2014 Islamic State (ISIS) militants advanced to within a few miles of the Syrian-Kurdish City of Kobani, triggering a renewed stream of refugees seeking to cross the border into Turkey. The standoff for Kobani intensified every day with the influx of refugees arriving to the Turkish towns on the border – the majority of them being women, children, the elderly and disabled.
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA UNCLASSIFIED Kobani Refugee Overview UNCLASSIFIED 20151124001 – 2/2 Kobani, Syria DOI: Unknown SEN: GOOGLE EARTH GEO: 365329N/0382117E DOP: 24 Nov 15
24 Oct 2014 2404 Oct Nov 2014 2014 31 Oct 2014
GOOGLE EARTH GOOGLE EARTH GOOGLE EARTH
Turkey
Syria Kobani Turkey
Syria
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA UNCLASSIFIED © MDA Geospatial Services Inc. (2015) All Rights Reserved. Kobani Refugee Overview UNCLASSIFIED 20151124001 – 2/2 Kobani, Syria DOI: Unknown SEN: GOOGLE EARTH GEO: 365329N/0382117E DOP: 24 Nov 15
04 Nov 2014 04 Nov 2014 Legend 04 Nov 2014 Reference Point Growing, Sig Change (Red) Stable, Min Change (Yellow)
Reducing, Min Change (Green)
Growing, Sig Change (Red)
Stable, Min Change (Yellow)
RADARSAT-2 Alert Polygon
Syria Kobani Turkey
RADARSAT-2 Alert PolygonSyria
Syria
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA UNCLASSIFIED © MDA Geospatial Services Inc. (2015) All Rights Reserved. Radarsat-2 imaging of the Nepal Earthquake of April 25, 2015
Image mode: XF-2 (excellent resolution for damage assessment) Size of image: 125 x 135 km, 26783 x 53929 pixels Pixel size: 2.66 x 2.49 m, Nominal gr. resolution: 4.5 m Heading: descending Incidence angle: 31.6-38.7 degrees Acquisition date and time: April 29, 2015 00:19:49 UT. Archive imagery in exactly repeated geometry: April 5 2015, March 12, 2015, November 12 2014, October 19, 2014 Perpendicular baseline for the April 5 – April 29 2015 pair : 64.8m
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RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA Radarsat-2 imaging of the Nepal Earthquake of April 25, 2015 Measurement of both Line of sight (middle) and horizontal motion (right) Horizontal motion can be measured because of high resolution of source data
RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency
Use, duplication or disclosure of this document or any of the information or images contained herein is subject to the restrictions on the title page of this document. COPYRIGHT ©2013 MDA Radarsat-2 Land slide detection and building damage Assessment NW of Kathmandu (April 29, 2015) Indication of damage to buildings, inspection using high res EO imagery (GE)
Land slide detections
High Building damage
Medium Building damage
RADARSAT-2 Data and Products ©MacDonald Dettwiler and Associates Ltd 2012 – All Rights Reserved. RADARSAT is an official mark of the Canadian Space Agency
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• Significant technical opportunities for improved use of earth observation: high resolution SAR surveillance – Collection of large archives – Combined automatic use of archive and new imagery – Archive data mining • Efficiency, consistency of change detection • Satellites in same orbit imaging geometry. Coordinated use of archive. • “Where to look”, combined use with high resolution optical imagery
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