SlideShare a Scribd company logo
1 of 18
Low-cost satellite-based products
for the Web – the Example of Fire
Web Service
Theodor Foerster
GeoInfo 2010
Motivation
• Real-time sensor data
• Network-based data access
– Internet & Intranet
• Interoperability
• Archive
Enable web-based & interoperable data
access for GEONETCast
GEONETCast – satellite-based
dissemination system
• Free of charge
• 180 products - different applications
• Global products – world-wide coverage
• Real-time
Technical Setup – Receiving data
Interoperability
• Establish common understanding on concepts
• Web Services
– Common interfaces available through the Web
– HTTP & XML
• Open Geospatial Consortium
– Not-for-profit
– international voluntary consensus standards
organization
OGC Web Feature Service
• Web Services for feature data on the web
– HTTP & XML
– GML
– Features can be queried by featuretype
– Query is expressed through Filter Encoding
• Operations
– GetCapabilities
– DescribeFeatureType
– GetFeature
– Insert (WFS-transactional)
Technical setup – Web
GEONETCast
data server
OGC Web
Coverage Service
OGC Web
Map Service
Clients
getMap
getCoverage
Query real-time and historic data through interoperable Web
Services
OGC Web
Feature Service
getFeature
GML / KML
MODIS data
• Moderate Resolution Imaging
Spectroradiometer [Justice et al. 1998]
• Operated by NASA
– Surface Reflectance
– Land surface temperature
– Vegetation index
– Fire Products [Giglio et al. 2002]
– Land Cover
– Biological productivity
FireWebService
• Desaster management
• Based on MODIS fire product (mod 14)
• Identify potential fires
– Fire detection algorithm
– Raster  fire events as points
– Confidence value
• Processed from GEONETCast data
Architecture
Data insert
<wfs:Insert>
<de.fws:modisfiredata>
<de.fws:the_geom>
<gml:Point>
<gml:coordinates decimal="." cs="," ts"">
168.143,-16.252</gml:coordinates>
</gml:Point>
</de.fws:the_geom>
<de.fws:appearancedate>2010-06-
21T15:13:21Z</de.fws:appearancedate>
<de.fws:line>1177</de.fws:line>
<de.fws:sample>506</de.fws:sample>
<de.fws:confidence>100.0</de.fws:confidence>
<de.fws:adjcloud>0</de.fws:adjcloud>
<de.fws:adjwater>0</de.fws:adjwater>
...
<de.fws:stddevdt>1.2</de.fws:stddevdt>
</de.fws:modisfiredata>
</wfs:Insert>
Client application
Functionality
• Query
• Map
• Inspect
Integration of crowd-sourced
information
• Identify related information through Google
GeoCoding Service
• Wikipedia
• Panoramio
Google Earth integration
Fire events published through KML & NetworkLinks
Implementation
• Based on Free and Open Source Software
• GeoServer
• PostGIS
• OpenLayers / GeoExt
Conclusion
• Web-based access to GEONETCast data
– Real-time & historical data
– Fire Web Service
• Interoperability
– WFS & KML
• Free and Open Source Software
– GeoServer, GeoExt, OpenLayers
• Open issues
– Performance & endurance
– Validation of results
Thanks for your attention!
swsl.uni-muenster.de/research/geonetcast/
Theodor Foerster
theodor.foerster@uni-muenster.de

More Related Content

Viewers also liked

New Sensors for the Sensor Web
New Sensors for the Sensor WebNew Sensors for the Sensor Web
New Sensors for the Sensor WebTheodor Foerster
 
27 aprile 2014 OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...
27 aprile 2014  OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...27 aprile 2014  OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...
27 aprile 2014 OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...Roberto Gerin
 
La vocazione del leader d'impresa
La vocazione del leader d'impresaLa vocazione del leader d'impresa
La vocazione del leader d'impresaRoberto Gerin
 
A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...
A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...
A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...Theodor Foerster
 
Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...
Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...
Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...Roberto Gerin
 
OpenNoiseMap @ software freedom day
OpenNoiseMap @ software freedom dayOpenNoiseMap @ software freedom day
OpenNoiseMap @ software freedom dayTheodor Foerster
 
Integrating Human Observations and Sensor Observations – the Example of a Noi...
Integrating Human Observations and Sensor Observations – the Example of a Noi...Integrating Human Observations and Sensor Observations – the Example of a Noi...
Integrating Human Observations and Sensor Observations – the Example of a Noi...Theodor Foerster
 
The future of work is play igic 2011
The future of work is play   igic 2011The future of work is play   igic 2011
The future of work is play igic 2011unlimited insights
 

Viewers also liked (9)

New Sensors for the Sensor Web
New Sensors for the Sensor WebNew Sensors for the Sensor Web
New Sensors for the Sensor Web
 
27 aprile 2014 OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...
27 aprile 2014  OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...27 aprile 2014  OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...
27 aprile 2014 OMELIA PER LA CANONIZZAZIONE DEI SANTI GIOVANNI XXIII e GIOVA...
 
La vocazione del leader d'impresa
La vocazione del leader d'impresaLa vocazione del leader d'impresa
La vocazione del leader d'impresa
 
SWSL @ ifgi retreat 2011
SWSL @ ifgi retreat 2011SWSL @ ifgi retreat 2011
SWSL @ ifgi retreat 2011
 
A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...
A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...
A Hybrid Approach to Disseminate Large Volume Sensor Data for Monitoring Glob...
 
Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...
Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...
Lavoce.info - Parere sulla modifica ai "rimborsi elettorali" dei partiti ital...
 
OpenNoiseMap @ software freedom day
OpenNoiseMap @ software freedom dayOpenNoiseMap @ software freedom day
OpenNoiseMap @ software freedom day
 
Integrating Human Observations and Sensor Observations – the Example of a Noi...
Integrating Human Observations and Sensor Observations – the Example of a Noi...Integrating Human Observations and Sensor Observations – the Example of a Noi...
Integrating Human Observations and Sensor Observations – the Example of a Noi...
 
The future of work is play igic 2011
The future of work is play   igic 2011The future of work is play   igic 2011
The future of work is play igic 2011
 

Similar to Low-cost satellite-based products for the Web – the Example of Fire Web Service

Web-based GEONETCast Data for Geochange Research
Web-based GEONETCast Data for Geochange ResearchWeb-based GEONETCast Data for Geochange Research
Web-based GEONETCast Data for Geochange ResearchTheodor Foerster
 
NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...
NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...
NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...The HDF-EOS Tools and Information Center
 
Geocom venture lab002
Geocom venture lab002Geocom venture lab002
Geocom venture lab002Ed Villegas
 
Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...
Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...
Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...IMGS
 
OGC Interfaces in Thematic Exploitation Platforms
OGC Interfaces in Thematic Exploitation PlatformsOGC Interfaces in Thematic Exploitation Platforms
OGC Interfaces in Thematic Exploitation Platformsterradue
 
CQRS and Event Sourcing for IoT applications
CQRS and Event Sourcing for IoT applicationsCQRS and Event Sourcing for IoT applications
CQRS and Event Sourcing for IoT applicationsMichael Blackstock
 
Data Tactics and Nervve Integrated Big Data v3
Data Tactics and Nervve Integrated Big Data v3Data Tactics and Nervve Integrated Big Data v3
Data Tactics and Nervve Integrated Big Data v3DataTactics
 
HTML5 Programming
HTML5 ProgrammingHTML5 Programming
HTML5 Programminghotrannam
 
Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)
Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)
Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)George Percivall
 
Oliot epcis at a glance
Oliot epcis at a glanceOliot epcis at a glance
Oliot epcis at a glanceJaewook Byun
 
Signal r azurepresentation
Signal r azurepresentationSignal r azurepresentation
Signal r azurepresentationJustin Wendlandt
 
Web-based Geoprocessing with Open Source Software – a 52°North perspective
Web-based Geoprocessing with Open Source Software – a 52°North perspectiveWeb-based Geoprocessing with Open Source Software – a 52°North perspective
Web-based Geoprocessing with Open Source Software – a 52°North perspectiveTheodor Foerster
 
GIS Standards and Interoperability
GIS Standards and InteroperabilityGIS Standards and Interoperability
GIS Standards and InteroperabilityNasr Khashoggi
 
Keynote Nuxeo Tour 2014
Keynote Nuxeo Tour 2014Keynote Nuxeo Tour 2014
Keynote Nuxeo Tour 2014Nuxeo
 
CreatiFI FIWARE technologies presentation 8.10.2014 Helsinki
CreatiFI FIWARE technologies presentation 8.10.2014 HelsinkiCreatiFI FIWARE technologies presentation 8.10.2014 Helsinki
CreatiFI FIWARE technologies presentation 8.10.2014 HelsinkiCreatiFI
 
Opal: Simple Web Services Wrappers for Scientific Applications
Opal: Simple Web Services Wrappers for Scientific ApplicationsOpal: Simple Web Services Wrappers for Scientific Applications
Opal: Simple Web Services Wrappers for Scientific ApplicationsSriram Krishnan
 

Similar to Low-cost satellite-based products for the Web – the Example of Fire Web Service (20)

Web-based GEONETCast Data for Geochange Research
Web-based GEONETCast Data for Geochange ResearchWeb-based GEONETCast Data for Geochange Research
Web-based GEONETCast Data for Geochange Research
 
NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...
NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...
NWGISS: The Web GIS Software Suite for Interoperable Access and Manipulation ...
 
Geocom venture lab002
Geocom venture lab002Geocom venture lab002
Geocom venture lab002
 
Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...
Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...
Intergraph’s Server Offering_Richard Goodman - Intergraph Geospatial World To...
 
OGC Interfaces in Thematic Exploitation Platforms
OGC Interfaces in Thematic Exploitation PlatformsOGC Interfaces in Thematic Exploitation Platforms
OGC Interfaces in Thematic Exploitation Platforms
 
Webinar- Internet of Things: Application Frameworks in IoT
Webinar- Internet of Things: Application Frameworks in IoTWebinar- Internet of Things: Application Frameworks in IoT
Webinar- Internet of Things: Application Frameworks in IoT
 
CQRS and Event Sourcing for IoT applications
CQRS and Event Sourcing for IoT applicationsCQRS and Event Sourcing for IoT applications
CQRS and Event Sourcing for IoT applications
 
Data Tactics and Nervve Integrated Big Data v3
Data Tactics and Nervve Integrated Big Data v3Data Tactics and Nervve Integrated Big Data v3
Data Tactics and Nervve Integrated Big Data v3
 
HTML5 Programming
HTML5 ProgrammingHTML5 Programming
HTML5 Programming
 
Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)
Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)
Geospatial Temporal Open Standards for Big Data from Space (BiDS2014)
 
Oliot epcis at a glance
Oliot epcis at a glanceOliot epcis at a glance
Oliot epcis at a glance
 
Signal r azurepresentation
Signal r azurepresentationSignal r azurepresentation
Signal r azurepresentation
 
Web-based Geoprocessing with Open Source Software – a 52°North perspective
Web-based Geoprocessing with Open Source Software – a 52°North perspectiveWeb-based Geoprocessing with Open Source Software – a 52°North perspective
Web-based Geoprocessing with Open Source Software – a 52°North perspective
 
GIS Standards and Interoperability
GIS Standards and InteroperabilityGIS Standards and Interoperability
GIS Standards and Interoperability
 
Keynote Nuxeo Tour 2014
Keynote Nuxeo Tour 2014Keynote Nuxeo Tour 2014
Keynote Nuxeo Tour 2014
 
Hawaii Pacific GIS Conference 2012: Real-Time Data Acquisitions - Bringing In...
Hawaii Pacific GIS Conference 2012: Real-Time Data Acquisitions - Bringing In...Hawaii Pacific GIS Conference 2012: Real-Time Data Acquisitions - Bringing In...
Hawaii Pacific GIS Conference 2012: Real-Time Data Acquisitions - Bringing In...
 
CreatiFI FIWARE technologies presentation 8.10.2014 Helsinki
CreatiFI FIWARE technologies presentation 8.10.2014 HelsinkiCreatiFI FIWARE technologies presentation 8.10.2014 Helsinki
CreatiFI FIWARE technologies presentation 8.10.2014 Helsinki
 
Supporting a Cloud Platform with Streams of Factory Shop Floor Data in the C...
Supporting a Cloud Platform with Streams of  Factory Shop Floor Data in the C...Supporting a Cloud Platform with Streams of  Factory Shop Floor Data in the C...
Supporting a Cloud Platform with Streams of Factory Shop Floor Data in the C...
 
Wap & WML
Wap & WMLWap & WML
Wap & WML
 
Opal: Simple Web Services Wrappers for Scientific Applications
Opal: Simple Web Services Wrappers for Scientific ApplicationsOpal: Simple Web Services Wrappers for Scientific Applications
Opal: Simple Web Services Wrappers for Scientific Applications
 

More from Theodor Foerster

Live Geoinformation with Standardized Geoprocessing Services
Live Geoinformation with Standardized Geoprocessing ServicesLive Geoinformation with Standardized Geoprocessing Services
Live Geoinformation with Standardized Geoprocessing ServicesTheodor Foerster
 
Discovering the Sensor Web through Mobile Applications
Discovering the Sensor Web through Mobile ApplicationsDiscovering the Sensor Web through Mobile Applications
Discovering the Sensor Web through Mobile ApplicationsTheodor Foerster
 
Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...
Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...
Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...Theodor Foerster
 
An Event Driven Architecture for Decision Support
An Event Driven Architecture for Decision SupportAn Event Driven Architecture for Decision Support
An Event Driven Architecture for Decision SupportTheodor Foerster
 
RM-ODP for WPS Process Descriptions
RM-ODP for WPS Process DescriptionsRM-ODP for WPS Process Descriptions
RM-ODP for WPS Process DescriptionsTheodor Foerster
 
RESTful Web Processing Service
RESTful Web Processing ServiceRESTful Web Processing Service
RESTful Web Processing ServiceTheodor Foerster
 
Compliance Testing of Open Source Software for Web Processing Services
Compliance Testing of Open Source Software for Web Processing ServicesCompliance Testing of Open Source Software for Web Processing Services
Compliance Testing of Open Source Software for Web Processing ServicesTheodor Foerster
 
The Sensor Bus – Integrating Geosensors and the Sensor Web
The Sensor Bus – Integrating Geosensors and the Sensor WebThe Sensor Bus – Integrating Geosensors and the Sensor Web
The Sensor Bus – Integrating Geosensors and the Sensor WebTheodor Foerster
 

More from Theodor Foerster (8)

Live Geoinformation with Standardized Geoprocessing Services
Live Geoinformation with Standardized Geoprocessing ServicesLive Geoinformation with Standardized Geoprocessing Services
Live Geoinformation with Standardized Geoprocessing Services
 
Discovering the Sensor Web through Mobile Applications
Discovering the Sensor Web through Mobile ApplicationsDiscovering the Sensor Web through Mobile Applications
Discovering the Sensor Web through Mobile Applications
 
Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...
Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...
Integrating Volunteered Human Sensor Data into Crowd-sourced Platforms- A Us...
 
An Event Driven Architecture for Decision Support
An Event Driven Architecture for Decision SupportAn Event Driven Architecture for Decision Support
An Event Driven Architecture for Decision Support
 
RM-ODP for WPS Process Descriptions
RM-ODP for WPS Process DescriptionsRM-ODP for WPS Process Descriptions
RM-ODP for WPS Process Descriptions
 
RESTful Web Processing Service
RESTful Web Processing ServiceRESTful Web Processing Service
RESTful Web Processing Service
 
Compliance Testing of Open Source Software for Web Processing Services
Compliance Testing of Open Source Software for Web Processing ServicesCompliance Testing of Open Source Software for Web Processing Services
Compliance Testing of Open Source Software for Web Processing Services
 
The Sensor Bus – Integrating Geosensors and the Sensor Web
The Sensor Bus – Integrating Geosensors and the Sensor WebThe Sensor Bus – Integrating Geosensors and the Sensor Web
The Sensor Bus – Integrating Geosensors and the Sensor Web
 

Recently uploaded

Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Kaya Weers
 
Kuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorialKuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorialJoão Esperancinha
 
4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector
4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector
4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sectoritnewsafrica
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observabilityitnewsafrica
 
Digital Tools & AI in Career Development
Digital Tools & AI in Career DevelopmentDigital Tools & AI in Career Development
Digital Tools & AI in Career DevelopmentMahmoud Rabie
 
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxGenerative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxfnnc6jmgwh
 
Infrared simulation and processing on Nvidia platforms
Infrared simulation and processing on Nvidia platformsInfrared simulation and processing on Nvidia platforms
Infrared simulation and processing on Nvidia platformsYoss Cohen
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch TuesdayIvanti
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...Karmanjay Verma
 
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...Jeffrey Haguewood
 
Accelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with PlatformlessAccelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with PlatformlessWSO2
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...amber724300
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructureitnewsafrica
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Strongerpanagenda
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfIngrid Airi González
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesKari Kakkonen
 
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Mark Simos
 

Recently uploaded (20)

Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)Design pattern talk by Kaya Weers - 2024 (v2)
Design pattern talk by Kaya Weers - 2024 (v2)
 
Kuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorialKuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorial
 
4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector
4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector
4. Cobus Valentine- Cybersecurity Threats and Solutions for the Public Sector
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
 
Digital Tools & AI in Career Development
Digital Tools & AI in Career DevelopmentDigital Tools & AI in Career Development
Digital Tools & AI in Career Development
 
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxGenerative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
 
Infrared simulation and processing on Nvidia platforms
Infrared simulation and processing on Nvidia platformsInfrared simulation and processing on Nvidia platforms
Infrared simulation and processing on Nvidia platforms
 
2024 April Patch Tuesday
2024 April Patch Tuesday2024 April Patch Tuesday
2024 April Patch Tuesday
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...
 
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
 
Accelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with PlatformlessAccelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with Platformless
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
 
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical InfrastructureVarsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdf
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examples
 
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
 

Low-cost satellite-based products for the Web – the Example of Fire Web Service

  • 1. Low-cost satellite-based products for the Web – the Example of Fire Web Service Theodor Foerster GeoInfo 2010
  • 2. Motivation • Real-time sensor data • Network-based data access – Internet & Intranet • Interoperability • Archive Enable web-based & interoperable data access for GEONETCast
  • 3. GEONETCast – satellite-based dissemination system • Free of charge • 180 products - different applications • Global products – world-wide coverage • Real-time
  • 4. Technical Setup – Receiving data
  • 5. Interoperability • Establish common understanding on concepts • Web Services – Common interfaces available through the Web – HTTP & XML • Open Geospatial Consortium – Not-for-profit – international voluntary consensus standards organization
  • 6. OGC Web Feature Service • Web Services for feature data on the web – HTTP & XML – GML – Features can be queried by featuretype – Query is expressed through Filter Encoding • Operations – GetCapabilities – DescribeFeatureType – GetFeature – Insert (WFS-transactional)
  • 7. Technical setup – Web GEONETCast data server OGC Web Coverage Service OGC Web Map Service Clients getMap getCoverage Query real-time and historic data through interoperable Web Services OGC Web Feature Service getFeature GML / KML
  • 8. MODIS data • Moderate Resolution Imaging Spectroradiometer [Justice et al. 1998] • Operated by NASA – Surface Reflectance – Land surface temperature – Vegetation index – Fire Products [Giglio et al. 2002] – Land Cover – Biological productivity
  • 9. FireWebService • Desaster management • Based on MODIS fire product (mod 14) • Identify potential fires – Fire detection algorithm – Raster  fire events as points – Confidence value • Processed from GEONETCast data
  • 11. Data insert <wfs:Insert> <de.fws:modisfiredata> <de.fws:the_geom> <gml:Point> <gml:coordinates decimal="." cs="," ts""> 168.143,-16.252</gml:coordinates> </gml:Point> </de.fws:the_geom> <de.fws:appearancedate>2010-06- 21T15:13:21Z</de.fws:appearancedate> <de.fws:line>1177</de.fws:line> <de.fws:sample>506</de.fws:sample> <de.fws:confidence>100.0</de.fws:confidence> <de.fws:adjcloud>0</de.fws:adjcloud> <de.fws:adjwater>0</de.fws:adjwater> ... <de.fws:stddevdt>1.2</de.fws:stddevdt> </de.fws:modisfiredata> </wfs:Insert>
  • 14. Integration of crowd-sourced information • Identify related information through Google GeoCoding Service • Wikipedia • Panoramio
  • 15. Google Earth integration Fire events published through KML & NetworkLinks
  • 16. Implementation • Based on Free and Open Source Software • GeoServer • PostGIS • OpenLayers / GeoExt
  • 17. Conclusion • Web-based access to GEONETCast data – Real-time & historical data – Fire Web Service • Interoperability – WFS & KML • Free and Open Source Software – GeoServer, GeoExt, OpenLayers • Open issues – Performance & endurance – Validation of results
  • 18. Thanks for your attention! swsl.uni-muenster.de/research/geonetcast/ Theodor Foerster theodor.foerster@uni-muenster.de