Advances in Operational Surveillance with Commercial...
Transcript of Advances in Operational Surveillance with Commercial...
Disclosure restrictedas noted on the cover page.
Page 1
Advances in Operational
Surveillance with Commercial SAR
Disclosure restrictedas noted on the cover page.
Page 2
Space News, 4 January 2010
Disclosure restrictedas noted on the cover page.
Page 3
SAR Mode Comparison
SAR Satellite:
• RADARSAT-2
• TerraSAR-X
• Cosmo Skymed
Radar mode:
• Stripmap
• Spotlight
• ScanSAR
Polarization:
• Single
• Dual
• Quad +0.1
1.0
10.0
100.0
1 10 100 1000
Swath width (km)
Norm
aliz
ed S
ingle
-look R
esolu
tion (
m)
Wider swath
Finer
Resolution
Disclosure restrictedas noted on the cover page.
Page 4
• MDA is the owner and operator of
RADARSAT-2 and holds the the worldwide
distribution rights for all products.
• Spacecraft design : 7 years
• Data continuity from RADARSAT-1. All
RADARSAT-1 imaging modes supported,
plus many additional capabilities
RADARSAT-2: Flexible and Operational Mission
New Imaging Capabilities:
• 3 metre Ultra-fine resolution, 3/1 metre Spotlight
resolution
• Polarization diversity (single, dual, quad polarization).
• Improved Geolocation Accuracy
– GPS on-board; real-time position knowledge ± 20
m
New Operational Capabilities
• Routine left and right-looking capability
• Faster satellite tasking: 12 - 24 hours routine; 4 - 12
hours emergency
• On-board solid-state recorders
• Enhanced ground system for faster processing
• Downlink encryption)
Disclosure restrictedas noted on the cover page.
Page 5
Keys to Operational Use of Commercial SAR
1. The importance of data fusion
Disclosure restrictedas noted on the cover page.
Page 6
•Use of RADARSAT
surveillance to support HSDN
project reduced maritime patrol
aircraft time from budget of
100 hours to 5 hours (at ~
$21K per hour)
Disclosure restrictedas noted on the cover page.
Page 7
Cross Queuing for Identification
EROS AT+3 hrs. 30min
RADARSAT 1T = 0 hrs.
•Reduced satellite planning time allows for cross
queuing between satellites and between different
modes of RADARSAT 2
Disclosure restrictedas noted on the cover page.
Page 8
Fusion of the Two Data Sources
• AIS ideally as coincident to RADARSAT pass as possible, though a large timewindow (–2 hours / + 30 minutes) is operationally sufficient
• Utilizing the heading (Cog), speed (Sog), and age (before or after) of the AISrecord, it is possible to predict the location of the vessel at the time of theRADARSAT image
• Unless the area is very congested (e.g., port, narrow choke point), it is possibleto correlate (i.e., match) the two records
• When AIS record is before the RADARSAT image, it is possible not only to fusethe information but update the vessel location and confirm speed and heading
T = 21:24z
T - 53 minutesT + 47 minutesForecastHindcast
11 km
Disclosure restrictedas noted on the cover page.
Page 9
Disclosure restrictedas noted on the cover page.
Page 10
Disclosure restrictedas noted on the cover page.
Page 11
Disclosure restrictedas noted on the cover page.
Page 12
Disclosure restrictedas noted on the cover page.
Page 13
Disclosure restrictedas noted on the cover page.
Page 14
Disclosure restrictedas noted on the cover page.
Page 15
Disclosure restrictedas noted on the cover page.
Page 16
75 meters332 meters
Piracy
Sirius Star
18 November, 2008
Disclosure restrictedas noted on the cover page.
Page 17
Oil Slick, Gulf of Mexico
Disclosure restrictedas noted on the cover page.
Page 18
Oil Slick, Gulf of Mexico
Disclosure restrictedas noted on the cover page.
Page 19
Oil Slick, Gulf of Mexico Verdict : Not guilty!
Disclosure restrictedas noted on the cover page.
Page 20
Keys to Operational Use of Commercial SAR
1. The importance of data fusion
2. Derived image products and services
Disclosure restrictedas noted on the cover page.
Page 21
Descending SLA2425 August 09
1 x Tu-95MS
BEAR
1 x Prob Tu-95MSBEAR Taxiing
6 x Tu-95MS
BEARs
Disclosure restrictedas noted on the cover page.
Page 22
Shape and structure
Surface texture & moisture
New capabilityNot availablePolarimetric change
detection (PCD) and
classification
Ground movement
Structural movement
Improved
capability
AvailablePersistent scatterer
interferometry
(PSINSAR)
ActivityImproved
capability
AvailableCoherent change
detection (CCD)
Presence/absence
Confirmation of targets
Improved
capability
AvailableAmplitude change
detection
Change Detection RevealsRADARSAT-2RADARSAT-1Form of change
detection
RADARSAT Change Detection Capabilities
Disclosure restrictedas noted on the cover page.
Page 23 Disclosure restrictedas noted on the cover page.
Page 23
- Demonstrated high
temporal frequency change
detection using mixed
incidence angles, look
directions and resolutions
2008-May-10
ASC Right U (U27) 3 m
2008-May-11
DES Right U (U18) 3 m
Amplitude Change Detection
Disclosure restrictedas noted on the cover page.
Page 24
Disclosure restrictedas noted on the cover page.
Page 25
Site # 1
Site # 2
Disclosure restrictedas noted on the cover page.
Page 26
Target Change
ClassificationFor 2009 based on stack of 10
Site # 1Green No change,
Red Random Change;
Blue Construction
L. Blue Demolition
Disclosure restrictedas noted on the cover page.
Page 27
Central-north: sub-area 1, Housing project, Bunker/Firing positions
QuickBird May-19-2009
(C) COPYRIGHT 2010
DigitalGlobe, Inc.
Disclosure restrictedas noted on the cover page.
Page 28
RADARSAT-2 Target Change detection: Classification (2009, 10 UF scenes)Green – Stable targets, “Red – Random Change; Blue – New Targets (construction) Light Blue – Old Targets (disappeared)
Green No change,
Red Random Change
Blue Construction
L. Blue Demolition
Disclosure restrictedas noted on the cover page.
Page 29
Quickbird May-2009
Google Earth June 23, 2006
Profile of backscatter
Construction activity Site #1Green – Stable targets, no change
Disclosure restrictedas noted on the cover page.
Page 30
Construction activity Site #1Blue – permanent increase in backscatter
Quickbird May-2009
June 23, 2006
Profile of backscatter
Disclosure restrictedas noted on the cover page.
Page 31
Quickbird May-2009
Google Earth June 23, 2006
Profile of backscatter
Construction activity Site #1Red – Random changes in backscatter
Disclosure restrictedas noted on the cover page.
Page 32
Quickbird May-2009
Google Earth June 23, 2006
Profile of backscatter
Construction activity Site #1Light Blue – Permanent decrease
in backscatter = “demolition”
Disclosure restrictedas noted on the cover page.
Page 33
Site #1 Target Change: Refined analysis of timing, timing is equivalent to colour
Target disappears December 2, 2009Target disappears December 2, 2009
Target disappears July 11, 2009Target disappears July 11, 2009
Disclosure restrictedas noted on the cover page.
Page 34
Site #1 Target Change: Refined analysis of timing,
timing is equivalent to colour
New small targets appear December 2, 2009New small targets appear December 2, 2009
New targets appear May 24, 2009New targets appear May 24, 2009
New targets appear June 17, 2009New targets appear June 17, 2009
Disclosure restrictedas noted on the cover page.
Page 35
Target Change
ClassificationFor 2009 based on stack of 10
Site # 2
Green No change,
Red Random Change
Blue Construction
L. Blue Demolition
Disclosure restrictedas noted on the cover page.
Page 36
Quickbird May-2009
Google Earth June 23, 2006
Profile of backscatter
Activity Site #2Red – Random changes in backscatter
Disclosure restrictedas noted on the cover page.
Page 37
Coherent Change Detection:
Surface disturbance
Classification 2009For 2009 based on stack of 10
Green No change in
Coherence level
Red Random Change
of coherence
level
Blue Increase in
coherence level
L. Blue Decrease in
coherence level
Surface disturbance
near runwaySite # 1
Amplitude is average
coherence for stack
Disclosure restrictedas noted on the cover page.
Page 38
Site #1 RADARSAT-2 Coherent Change Detection: Ground Disturbance
East of Construction site: Probably excavated soil
Green No change in
Coherence level
Red Random Change
of coherence
level;
Blue Increase in
coherence level
L. Blue Decrease in
coherence level
Disclosure restrictedas noted on the cover page.
Page 39
Coherence
Change Detection
Disclosure restrictedas noted on the cover page.
Page 40
Coherent Change DetectionCoherent Change Detection
Iraq/SyriaIraq/Syria BorderBorder
CCD fromRADARSAT-1
Mar. 19 to Apr. 12
Disclosure restrictedas noted on the cover page.
Page 41
CCD ProductAfghanistan/Pakistan Border
Disclosure restrictedas noted on the cover page.
Page 42
• Optical image shows
existing roads
CCD Product
Afghanistan/Pakistan Border• Coherence image shows
activity not associated
with observable road
Disclosure restrictedas noted on the cover page.
Page 43
Hong Kong Airport
Disclosure restrictedas noted on the cover page.
Page 44
Interferometric
Change Detection
Disclosure restrictedas noted on the cover page.
Page 45
Mosul Dam, Iraq
INSAR measured
deformation of
earthen dam
Stable scatterers
A September 2006 report by the United States Army Corps of Engineers noted, "In terms of internal erosion
potential of the foundation, Mosul Dam is the most dangerous dam in the world." (source: "Iraq dismisses
Mosul Dam warnings" BBC news article BBC, October 31, 2007.)
Disclosure restrictedas noted on the cover page.
Page 46
Deformation map U20 May 27 – August 31, 2008 (stack)
Urban Monitoring
Disclosure restrictedas noted on the cover page.
Page 47
City of Long Beach, California
InSAR CTM
Disclosure restrictedas noted on the cover page.
Page 48
Polarimetric Change Detection
Disclosure restrictedas noted on the cover page.
Page 49
Volume Scattering
• A resolution cell is a 3-Dimensional space
and captures results from many scattering
events within the 3D space
• The backscattered signal is a function of:
– density of the media
– geometry of scattering elements
– dielectric properties of elements
• We can analyze Polarimetric parameters in
many ways to illustrate complete scattering
– Statistical Methods (Cloude Pottier)
– Model Based Methods (Freeman
Durden Decomposition)
• This gives us numerous ways to analyze
target shape & structure
Disclosure restrictedas noted on the cover page.
Page 50
(a)
(b)
(c)
(d)
(a) radar image
(b) optical image
(c) ground picture
(d) polarization response
Polarimetric Target Analysis
Disclosure restrictedas noted on the cover page.
Page 51 Disclosure restrictedas noted on the cover page.
Page 51
Airfield Facility Monitoring
• Polarimetric Signatures – Davis Monthan AFB
Tandem Demo DVR, July 23, 2008
TDM-PM-52- 7133 Issue/Rev: 0/1
Disclosure restrictedas noted on the cover page.
Page 52
Coastal Zone Land Classification
FQ 10 A
http://www.vcrlter.virginia.edu/
South Hog Island
Unsupervised Wishart classification based on
RADARSAT-2 Fine quad-pol data. The classification
shows the Marsh and Upland coastline types.
Disclosure restrictedas noted on the cover page.
Page 53
20 April, 2009
|HH+VV|2
-30 dB to 0 dB
|HH-VV|2
-30 dB to 0 dB
|HV|2
-35 dB to -5 dB
14 May, 20097 June, 20091 July, 200925 July, 200918 August, 200911 September, 2009
Disclosure restrictedas noted on the cover page.
Page 54
Detected Change: Separate Channels
July 13, 2008May 26, 2008
|HH+VV|2 (surface scattering), |HH-VV|2 (dihedral scattering), |HV|2 (volume scattering)
Change Classification
by type of scattering
Wind roughening
over water
Crop growth
Disclosure restrictedas noted on the cover page.
Page 55
Polarimetric - Biomass Estimation
VVHV
HH
Ground
Return
Scattering is
from Canopy
• POLInSAR combines multiple interferograms using different polarization channels to analyze
vertical structure and problems involving combined surface/volume scattering
• Vegetated areas have poor polarimetric phase stability due to depolarisation (high entropy);
combining polarimetry with interferometry is a potential solution
• Provides a direct physical measure of vegetation height, structure and biomass
HH
Disclosure restrictedas noted on the cover page.
Page 56 Disclosure restrictedas noted on the cover page.
Page 56
Terrain Mobility Measurements
Smooth Rough
0.0 2.6 3.1 3.5 3.8 4.2 4.6 5.1 6.1
Derived Surface
Roughness Map
(RMS Height cm)
Dryer Wetter
.00 .35 .47 .55 .63 .71 .80 .91 1.03 1.20 1.52
Relative Soil Moisture (Dielectric Constant)
Tandem Demo DVR, July 23, 2008
TDM-PM-52- 7133 Issue/Rev: 0/1
Disclosure restrictedas noted on the cover page.
Page 57
Data Flow for Geospatial Intelligence
Derived
ProductsDEM, ACD,
CCD, PCD,
INSAR
ImagesSAR, Optical
Actionable
Intelligence Decisions
Intelligence
Analysis
Commercial Data Sources
Traditional Data Sources
ImagesDerived
ProductsIntelligence
Analysis
Disclosure restrictedas noted on the cover page.
Page 58
Keys to Operational Use of Commercial SAR
1. The importance of data fusion
2. Derived image products and services
3. Exploit scheduling capabilities
Disclosure restrictedas noted on the cover page.
Page 59
Rapid Tasking and Beam Switching
Image Processed1630 UTC
Total time4:45 hrs
Image Downlinked1600 UTC
Image acquired1445 UTC
Task scheduled1230 UTC
Request submitted1145 UTC
• ORS support to theatre operations
• Developed optimum ordering timeline directly with field units using
standard operating procedures
• Used ‘store & forward’ acquisitions
• Demonstrated rapid beam switching to image multiple targets in
close proximity
34°N
31°N
33°N
32°N
38°E 42°E40°E
#1 Ultrafine 03:26:49
UTC
Ultrafine and Spotlight collects#2 UF, #1 + 7s
#3 UF, #2 + 8s
#4 Spotlight, #3 + 11s
Rapid Beam Switching
Satellite pass
“An Operationally Responsive Space Asset”
Disclosure restrictedas noted on the cover page.
Page 60Tandem Demo DVR, July 23, 2008
TDM-PM-52- 7133 Issue/Rev: 0/1
Disclosure restrictedas noted on the cover page.
Page 60
Algiers, Port Facility Monitoring
Amplitude vs Coherent Change Detection
Disclosure restrictedas noted on the cover page.
Page 61
Facility Monitoring: Algiers Container Port
“Red has fled, blue is new”
May 29 Ultrafine U15
June 5 Ultrafine U8
Amplitude Changes
User: ONI
Disclosure restrictedas noted on the cover page.
Page 62Tandem Demo DVR, July 23, 2008
TDM-PM-52- 7133 Issue/Rev: 0/1
Disclosure restrictedas noted on the cover page.
Page 62
• Coherent change detection
May 12, 2008 – U8 (3m) @17:52 (Ascending) May 05, 2008 – U15 (3m) @17:49 (Ascending)
Jun 05, 2008 – U8 (3m) @17:52 (Ascending) May 29, 2008 – U15 (3m) @17:49 (Ascending)
Facility Monitoring: Algiers Container Port
Disclosure restrictedas noted on the cover page.
Page 63
Image 2
Image 3
Coherent Amplitude
Change Product
Coherence Change
Product
Interferometric Change
Product
Amplitude Change
Product
Polarimetric Change
Product
Target
Presence
Surface Activity
Ground & Building
Movement
Target Change Type
Terrain Mobility
Actionable Intelligence•Regional Threat Assessments
•Order of Battle (ORBAT)
•Imagery Exploitation Reports (IER)
•Strategic Analysis
•Intelligence Preparation of
Battlespace (IPB)
•Indications & Warnings (I&W)
Polarimetric Moisture,
roughness, biomass
measures, Vegetation
type
Environemntal
change
Digital Elevation
Models
Image 4
Image 5
Surveillance Strategy
Daily Products Daily
Intelligence
Analysis
Image 1
Image 6
Image 7
Image21
Image 22
Image 23
Image 24
Image 25
Image20
Image 19
Image 18
Image 17
Disclosure restrictedas noted on the cover page.
Page 64
RADARSAT Constellation Mission
• MDA is under contract with the Canadian Space Agency on the RADARSAT Constellation mission (RCM)
• The constellation will consist of a fleet of three spacecraft (scalable to six), and be both complementary and afollow-on to the RADARSAT-2 mission
• The main uses of RCM are expected to be in the areas of:
– maritime surveillance (ship detection, ice monitoring, and oil spill detection)
– disaster management; and
– ecosystem monitoring
• First launch ~ 2014
Thank You!