geospatial big data analytics heatmap ais main maritime ... · 07/06/2016 · ais – main...
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07 June 2016 ©e-GEOS2017 – www.e-GEOS.it 1
Geospatial Big Data Analytics Heatmap
AIS – main maritime routes per shiptype
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07 June 2016 ©e-GEOS2017 – www.e-GEOS.it 2
Enanched Online Analysis & Correlation
SEnSE Portal
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Satellite-based Maritime Situational Awareness
Author: Filippo Daffinà SEnSE Product Manager
Speaker: Bruno Biagini Sales Manager Far East and Oceania
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Geospatial Big Data Analytics Heatmap
AIS – main maritime routes per shiptype
Track patterns
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` Geospatial Big Data Analytics Heatmap
AIS – main maritime routes per shiptype
Track patterns
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Satellite-based Maritime Situational Awareness
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e-GEOS Maritime Solution providing multi-sensor
Maritime Situational Awareness picture for:
Contents provided to the Customer, generated through
e-GEOS operational service chains
as a Service
Software provided to the Customer who autonomously
generates the contents
on Premises
O&G companies
PRIVATE SECTOR
European Fishery Control Agency
INSTITUTIONAL SECTOR
- security and
intelligence
organizations
- environmental
protection
- resources
management
Product Overview CUSTOMERS AND PILOT PROJECT USERS
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Validated by
Institutional User Operational
h24/7
Multisensor
solution
Wide and Global
coverage
Vessel detection Activity Report Oil Spill Detection Wind & Wave Geospatial Analysis
and Alert Notifications
Experienced Operators on maritime
surveillance Satellite image analysis Ground Receiving
Terminal Network
Fully Automatic and/or
supervised processing
Secure data access
COSMO SkyMed © ASI
Generated Content
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Oil Spill
Vessel
Detection
• Security and Intelligence • Maritime traffic monitoring • Illegal activities contrast:
illegal fishing, smuggling, illegal immigration, drug trafficking, piracy
• Search And Rescue
Oil Spill
Detection
• Pollution Mapping • Environmental
Protection • Emergency Response
Meteo-
oceanographic
• Drift modelling
Applications
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• Satellite Acquisition Feasibility analysis • Export of users’ selected acquisition opportunities • User account and login to proceed with the ordering
e-GEOS Ordering System
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COSMO-SkyMed Information Age COSMO-SlyMed Geostations Network allows Global and Fast data access :
within 2h from satellite sensing
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• Satellite acquisitions for day and sensors • Detected ships for day and size classes • Detected oil spills for day and confidence level • Ship detection Heatmap • Oil Spill detection Heatmap
• Ship Detection data list • Oil spill data list • Common filtering (between the charts) by
parameter
SEnSE Portal – Interactive Dashboard
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Satellite-based Maritime Situational Awareness
Author: Filippo Daffinà SEnSE Product Manager
Speaker: Bruno Biagini Sales Manager Far East and Oceania
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SEnSE Portal – GeoAnalysis Available Early Warning Rules
Satellite Ship Detection
Satellite Oil Spill Detection
Identification and Tracking Systems (AIS, SatAIS, …)
AOI Entering X X X
Exiting X
Approaching X X X
Distance to Shore X X X
Behaviour Rendezvous X X
Sudden change of heading X
Sudden change of speed X
Speed Threshold X X
No movement X X
No position messages X
Pre-defined list Illegal, Unreported, and Unregulated (IUU) fishing X
Own fleet X
Knowledge discovery Persistent/Recurrent feature detection X X X
Heatmap X X X
Information consistency Vessel dimensions comparison X X
Change of IMO, Name, Destination during the voyage X
Pre-defined rule and event based methodology for: • Anomaly Detection • Maritime Knowledge Discovery
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Geospatial Big Data Analytics Heatmap
VMS – intensive fishery areas
6 months of VMS data
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SEnSE Portal – GeoAnalysis Anomaly Detection
2 fishing vessels From a foreing country Fishing in Somali EEZ
with a close and parallel route
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2 Medium size targets (vessels) Moving fast, with a similar heading and quite close each to other
In the same AOI and in 3 different days
16/05/2017 05:08:17 UTC 17/05/2017 05:08:16 UTC 19/05/2017 05:14:19 UTC
SEnSE Portal – GeoAnalysis Anomaly Detection
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All COSMO-SkyMed images © ASI - Agenzia Spaziale Italiana e-GEOS S.p.A – L.O. Contrada Terlecchie snc – Matera / HQ Via Tiburtina, 965 – Roma
Thank you for your attention
Filippo Daffinà [email protected]
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24/7 Operational Services
Near Real Time Value Adding Products delivery
Experienced Operators on Image Analysis applied to Maritime domain
Operational for more than 10 years
e-GEOS Operational facilities
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AIS data, Vessel historical route and forecasting Service Statistics
Integration of multi-source data for Maritime Awareness
SEnSE Portal
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07 June 2016 ©e-GEOS2017 – www.e-GEOS.it 21 Experienced Operators on Satellite image analysis
Service Request
Real Time and Off-line
Data Gathering
Automated Feature
Extraction
& Data Fusion
Visual Analysis and
Quality Check
Multi-channel Data Delivery
Service Exploitation
End User
How it works
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Historical Analysis Track
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SAR and Optical data combination for coastal monitoring
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SEnSE Portal – GeoAnalysis Kwnoledge discovery
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1 week of satellite monitoring
SEnSE Portal – GeoAnalysis Anomaly Detection
Small vessels Far from the coast
Out of the SLOC
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Geospatial Big Data Analytics Heatmap
AIS – main maritime routes
1 year of AIS data
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SEnSE Portal – GeoAnalysis Choke Points in the Mediterranean sea
1
1 - Strait of Gibraltar 2 - Suez Canal 3 - Bosphorus 4 - Strait of Sicily 5 - Malta Channel 6 - Strait of Messina 7 - Strait of Otranto 8 - Dardanelles 9 - Kythira Strait 10 - Kasos strait
2
3
4
5
6
7 8
9 10
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SEnSE Engine SEnSE Portal
Modular End 2 End Solution
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Reporting service provided through REST API
Pre-configured and user-defined multiple layouts
SEnSE Portal – PDF reporting
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OGC API and WMS/WFS integration
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Main Features Feature Description
Multi-sensors & Multi-source Supported Earth Observation Missions: • SAR
• COSMO-SkyMed constellation • Sentinel-1 • Radarsat-2 • TerraSar-X • ALOS-2
• Optical • GeoEye-1, • Pleiades 1 • SPOT-6 and SPOT-7 • Sentinel-2
Other data: • met-ocean, weather, offshore oil platforms, AIS/SatAIS, vessel picture
OIL & Ship correlation AIS and SAR derived detection and correlation
Fully browsable datasets
Search, Filtering and Querying functionalities over the datasets: Ship, Oil, Sat Acquisition, AIS, User AOI and Offshore Platform
Full resolution SAR Clips visualization Full resolution SAR clips related to each detected vessel or oilspill
Geospatial data analysis Automatic checking and notification of pre-defined Early Warning Rules
Vessel Track Calculation Historical Track Calculation Historical Analysis Track Calculation Predicted Track Calculation
Offline products delivery KML files trough an FTP repository
Vessel parameters estimation Length, width, heading, speed
Oil parameters estimation Dimensions, Confidence Level, …
Content Management System (CMS) Collaborative feature editing, live chat, document management
Easy integration Direct data feed into the Customers’ systems by using dedicated API
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Multi-sensor data ingestion Data Fusion Maritime features extraction and correlation
SEnSE Engine