SlideShare a Scribd company logo
1 of 36
Download to read offline
ArcFIRE™/ArcFUEL™:
                                        Forest Fire Management
                                       Geoplatform & Fuel Maps

                                     Forest Fires 2012 Conference
Session ArcFUEL: Advancing Forest Fuel Mapping techniques in Europe

          Marc Bonazountas, Despina Kallidromitou, Alkis Astyakopoulos
         Epsilon International SA | Monemvasias 27 | 15125 Marousi, GR
                                T: +30-210-6898-614 | arcfuel@epsilon.gr

    3rd International Conference on Modelling, Monitoring and Management of Forest Fires   1
    22 – 24 May, 2012, New Forest, UK
Outline
Part     A: Forest Fire Management
Part     B: ArcFIRE™ Technologies
Part     C: ArcFIRE™ Architecture
Part     D: ArcFIRE™ Services & Basic Modules
Part     E: ArcFIRE™ Operation Areas




                                                                                                2
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
What is the ArcFIRE™?
Integrated Wildland & Forest Fire
Management Geoplatform WITH:
  Constant technology evolution since 1990
  US Forest Service modeling technologies
  Vital dynamics demanded by planners &
  decision makers engaged in FF Life Cycle
  Numerous operations in GR,FR,IT,SP,PT




                                                                                                3
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Historic Evolution 1990+
Multi-National product (US, EU, MS)
Product via EC Fomfis (1990)
Product via EC participations (e.g., Orchestra) and
Spanish applications
Operational product via the OA-Athens-2004 installations
(2004-5)
EC/SCIER programme (2009)
Numerous applications in GR/NTUA, IT, ES, PT and
cooperation with US Dept. FS/FFL
More than 10 million in RTD development.
More than 100 people engaged in RTD, tests
Real installation in RG: Seix-Sou Forest
ArcFIRE™ >> Pan-EU, multi-geo-platform (2010) >>
BRISEIDE (web-services via cloud 2011).



                                                                                                4
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Introduction
FF hazard is continuously increasing
Up to 1975:
   aver. annual burnt area at national
   level=127.000 acres/year
   aver. frequency=650 fire events
Up to 1998:
 aver. annual burnt area at national
 level=487.000 acres/year
 aver. frequency=1.713 fire events
>> 250% increase
                                                                                                5
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Main Driving Factors
Lacking of forest management practices (e.g.
biomass accumulation)
Mismanaged spatial planning and
inappropriate land use practices and patterns
Socio-demographic factors
Climate change & extreme weather conditions
Economic factors
Low resources availability to monitoring
mitigation


                                                                                               6
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Life Cycle




                                                                                               7
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Life Cycle
“Awareness” is:
     to minimize FF impacts to the environment and
     people as a result of operations made “prior to
     a fire”.
“Emergency” is:
     to assist planners, decision makers and fire
     fighters in their mission “during the fire”
“Impacts” is:
     to assess & quantify environmental, economic
     & social Impacts “after the fire”.
“Dissemination” is:
     to provide information on international best
     practices and on “lessons learned” from past
     fire events.

                                                                                               8
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Awareness
e.g.: FF Risk Assessment
  Index of Ignition. Measures the exposure to FF Driving Factors per
  EGU: Human Activity, Power Supply Network, Industry, Natural
  phenomena, other.

  Propagation Index. Calculates the conditional probability of Fire
  Propagation given an Ignition Source. Probability is calculated in
  reference to CLC, Fuel Coverage.

  (Meteorological) Probability of Ignition Index. Calculates the
  conditional probability of Fire Propagation given an Ignition Source.
  Probability is calculated in regards of Meteorological Conditions.

  Fire Hazard Index. Classifies the Intensity of a potential Fire at the
  range 0- to 100%. For the static case, Intensity is calculated for the
  average meteorological conditions belonging to the 1% of the annual
  worst meteo-conditions in favor of Forest Fires.

  Fire Cost Index: Calculates the environmental, socioeconomic,
  aesthetic damage caused by a potential Fire as a Function of CLC
  and POIs related to Infrastructures & Properties.
                                                                                                  9
   Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
FF Risk Assessment




                                                                                               10
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Awareness
e.g.: Early Warning Tools
    Small Areas of high Risk: In situ Sensors, Wireless Networks
    (IEEE 802.14.5), Meteo-stations (CR800).
    Larger Area of Medium Risk: Cameras for monitoring &
    pattern recognition (G4S- ©Bosch).
    Very Large Areas: Satellite Surveillance (MODIS).




                                                                                                11
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Awareness




                                                                                               12
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Emergency
e.g.: Fire Simulation
    “Wind” Field modeling
    “Surface” Fire Propagation (Rothermell Model)
    “Crown” Fire Propagation
    “Stochastic” Propagation including wind perturbation

Input Data
   Digital Terrain (slope, aspect)
   Meteo Forecasts (wind field, relative humidity)
   Fuel Moisture (Dead/ Live)
   Fuel Maps
User Interaction
   Time of Simulation
   Ignition Points
   Simulation Time (hours)
Output
   Fire Access Time (FAT)
   Fire-Front contours
   Fire Statistics


                                                                                                13
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Emergency
Propagation Mechanism
        Gives Fire-Front spatiotemporal
        evolution
        Uses a Vector Propagation Law.
        Input: Fuel Model & Terrain and
        Meteo-conditions
        Applies a Correction Factor for wind
        & upslope aspect
        Applies Iterative Cellular Automata:
        spread to neighbor cells

N (0º)
          XDIR       XRATE
                                  8    1   2   F
                                  7    A   3                      tA        A
                 ω    B                                       R                 B
          θ                       6    5   4
                                                    tR                 tB

   R                                               Change
                             E (90º)               boundary
RBACK

                                                                                                 14
  Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Emergency
e.g.: Tracking & Rooting of ground units
    “Find” a Unit/ “Retrieve” past positions/ give guidance
    Use Hybrid satellite (GlobalStar/ Iridium) and ground
    communications (GSM/GPRS, 3G) to achieve “100%
    coverage”




                                                                                                15
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Emergency
e.g.: Evacuation
    Give the FF start time yyyymmdd hh mm
    Run a Fire Simulation
    Insert From- To Destination to find the optimum rooting
    Give the expected time of arrival in regards of FF start time
    Consider all Road Edges affected by the Fire Front as non Traversable
    Calculate Fastest PATH Select Solve.
    Give the time offset from the start of the fire. This offset View new route.




                                                                                                16
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Impacts
  e.g.: Post Fire Flood-Risk
      Burn Severity
      Rainfall Forecast & Annual Statistics
      Direct Run-off & Peak Flow




e.g.: Social & Economic Impacts
      Burnt Area,
      Timber & Agrarian loss,
      Recreational value

                                                                                                  17
   Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFire™ Dissemination
e.g.: Special e-Publications
   user manuals & white papers (library of science)
                  TM
   on all ArcFIRE Modules
e.g.: Spatial-Temporal Datasets on
   FF History in regards of x, y, z, t of Ignition,
   meteo-conditions, Land Use etc
   Statistical Patterns found in FF History
e.g.: References & Scientific Papers on
   “Lessons Learnt”
   cumulative multinational knowledge
   best practices, etc.

                                                                                                18
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Technology
S/w Architecture
                        TM
   ArcGIS ESRI Technology
   Operated as Desktop (local) or Web Service
   Meet OGC, INSPIRE, ISO, standards
Interoperability
   Modular Architecture to incorporate new emerging modules
   Adopt Global Technology Standards: OGC, XML, tcp/ip, soa,
   http
Info & Meteo
   Cooperate with Weather Forecast Authorities/ Institutions
   (meteo-grid ESP, nkua GR)
   Standardized Forecast Data Transfer protocols (ESRI ASCII
   GRIB format)

                                                                                                19
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Technology
Geo-Information
   Develop Custom SDI adhering to ArcFIRETM requirements
   Meet OGC standards
Land Soil & Forestry
   Scalable XML catalogue for Surface & Crown Fuel Models
   Include Established (NFFL, Prometheus, Scott Burgan) &
   Custom Catalogues (SEIX SOU etc)
Sensors & Cameras
   Wireless Sensor Networks: energy efficiency, self-organizing
   data transfer over standard wireless protocols IEEE
   802.15.4 standard Zigbee.
   Meteo Stations and data transfer via standard data-logger
   protocols (CR800)
   Monitoring Cameras (G4S©, Bosch©)
   Pattern recognition systems
                                                                                                20
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Technology
Communications
   GSM/3G Networks to interact with mobile units
   satellite Networks (GlobalStar/ Iridium) to achieve 100%
   coverage for the Area of operation even under extreme
   conditions.
Fire Dynamics
   Wind Field modelling (New Atmos, UoA, MeteoGRID)
   Surface Fire Propagation (Rothermell Model)
   Crown Fire Propagation
   Stochastic Propagation including wind perturbation etc.
Control Command Centre (CCC)
   Coordinates all modules
   Establishes high availability communication pipelines
   Equipped with dual server, clients, TV monitoring stations
   etc.
                                                                                                21
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Technology
Fuel Classification Mapping (TBC)
   Updates fuel maps annually using remote sensing along with
   vector GIS and ground truth data >>important components
   of fuel models mapping and fire hazard mitigation.




                                                                                                22
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Modules




                                                                                               23
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Architecture




                                                                                               24
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Architecture
Application Layer
   Heavy Clients: Desktop Clients operate a tool which hosts all
   ArcFIRE™ modules (ERSI/ArcMap™ or ESRI/ArcGIS
   Explorer™ - TBD)
   Thin Clients: Mobile Clients have limited access to ArcFIRE™
   modules (ESRI/ArcPAD™)
Server Layer
   Interface between the Desktop Clients and the Data Layers
   Operates a list of Services
   Data-flows are triggered under client requests
   Adheres to requests for input data coming from a Client and
   checks in Data Layer for availability
   Makes sure that output from ArcFIRE™ modules is properly
   stored in the Data Layer
                                                                                                25
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Architecture
Data Layer
Static Data:
        bare some or no changes in the long-term
        fuel maps: surface/ crown fuel types (.shp)
        terrain maps: slope, aspect (ESRI grid)
        Land Use (.shp)
        Road & Power Supply Networks (dataset)

Spatio-Temporal Data:
        bare significant changes in the short-term
        real time Meteorological Measurements (tables,
        point, .shp)
        Meteorological Forecasts (ESRI grid)

                                                                                                26
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Architecture
Data Layer – Folder Structure
                                                   1. SSS: scene identifier e.g. 001. All files (static
                                                      and dynamic) that are under the same scene
                                                      have the same geographical extent,
                                                      resolution and projection system.
                                                   2. YYYY: Time Stamp the Forecasts and
                                                      INDEXES are issued (year)
                                                   3. MM: Time Stamp of Forecasts and INDEXES
                                                      are issued (month)
                                                   4. DD: Time Stamp of Forecasts and INDEXES
                                                      are issued(day)
                                                   5. yyyy: Fire Ignition Time Stamp (actual year)
                                                   6. mm: Fire Ignition Time Stamp (actual month)
                                                   7. dd: Fire Ignition Time Stamp (actual day)
                                                   8. sss: simulation session. Each day
                                                      yyyymmdd might have up to 999 simulation
                                                      sessions. Each session identifies a
                                                      simulation for a particular hour and minute of
                                                      the day yyyymmdd


                                                                                                27
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ basic modules
Fire detection
Request for a Forecast Map
Request for an Index
Set-up a new simulation
Retrieve a simulation
Edit a simulation
View meteo data
Tracking
Rooting & Evacuating
                                                                                               28
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
ArcFIRE™ Operation Areas
Successfully operated in 10+ projects, as:

 Seih-Sou Forest, Thessaloniki, Greece (2010-2011),
 100km2, Wildland Urban Interface Area, 200.000
 habitants
 Taxiarchis Forest, Poligiros Chalkidiki, Greece
 (2008), 155 km2, Forest Area, sparsely populated
 Stamata Region, Attika, Greece (2009), 15 km2,
 Wildland Urban Interface Area, 40.000 habitants
                                             2
 Aubagne, Marseille, France, (2008) 15 km ,
 Wildland Urban Interface, Habitants 40.000,
 Bacva, Chech Republic. (2008), 1630 km2, River
 Basin, Habitants 100.000
                                                                                                  29
   Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Seih-Sou Forest (GR)




                     2
   Area: 100km
   Area Description:
   Wildland Urban
   Interface
   Habitants: 200.000
   Period of Operation:
   15 March- today
   Funded by: Region of
   Central Macedonia

                                                                                               30
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Taxiarchis Forest (GR)




     Area: 155km2
     Area Description:
     Forest
     Habitants: Sparsely
     Populated
     Period of Operation:
     2008
     Funded by: Regional
     Administration
                                                                                               31
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Stamata Region (GR)




    Area: 15 km2
    Area Description:
    WUI
    Habitants: 40.000
    Period of Operation:
    2009
    Funded by: EC




                                                                                               32
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Aubagne Region (FR)




                    2
    Area: 15km
    Area Description:
    Sparsely Populated
    Habitants: 4.000
    Period of Operation:
    2008
    Funded by: EC



                                                                                               33
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Becva Region, (CH)




    Area: 500 km2
    Area Description:
    WUI
    Habitants: 100.000
    Period of Operation:
    2009
    Funded by: EC


                                                                                               34
Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Your participation
Register with us
Basic training & material, as linked to
Universities or to us
Your cases and your applications
University theses supported
Third party funding support
Technologies interchange
Social and other LinkedIN networking
Always at the frontier (professionally,
operationally)
                                                                                                35
 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
Thank you!

                                     Forest Fires 2012 Conference
Session ArcFUEL: Advancing Forest Fuel Mapping techniques in Europe

          Marc Bonazountas, Despina Kallidromitou, Alkis Astyakopoulos
         Epsilon International SA | Monemvasias 27 | 15125 Marousi, GR
                                T: +30-210-6898-614 | arcfuel@epsilon.gr

    3rd International Conference on Modelling, Monitoring and Management of Forest Fires   36
    22 – 24 May, 2012, New Forest, UK

More Related Content

Similar to 04.forest fires 2012_epsilon_210512

2011 12-06 arc-fuel_jrc-presentation
2011 12-06 arc-fuel_jrc-presentation2011 12-06 arc-fuel_jrc-presentation
2011 12-06 arc-fuel_jrc-presentationanest_trip
 
Dr. nikos grammalidis (information technologies institute) “research on remot...
Dr. nikos grammalidis (information technologies institute) “research on remot...Dr. nikos grammalidis (information technologies institute) “research on remot...
Dr. nikos grammalidis (information technologies institute) “research on remot...anest_trip
 
Modelling the Notre-Dame de Paris fire
Modelling the Notre-Dame de Paris fireModelling the Notre-Dame de Paris fire
Modelling the Notre-Dame de Paris fireARIANET
 
CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...
CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...
CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...Dimitrios Kanellopoulos
 
Risk Management of Natural Disasters in Morocco: a project of Global and Inte...
Risk Management of Natural Disasters in Morocco: a project of Global and Inte...Risk Management of Natural Disasters in Morocco: a project of Global and Inte...
Risk Management of Natural Disasters in Morocco: a project of Global and Inte...Global Risk Forum GRFDavos
 
Mediterranean fuel maps
Mediterranean fuel mapsMediterranean fuel maps
Mediterranean fuel mapsanest_trip
 
Wildfire-Workshop-Presentation-Jesus-San-Miguel
Wildfire-Workshop-Presentation-Jesus-San-MiguelWildfire-Workshop-Presentation-Jesus-San-Miguel
Wildfire-Workshop-Presentation-Jesus-San-MiguelOECD Environment
 
Indo japan 2019_earthquake sensor alarm system_challenge
Indo japan 2019_earthquake sensor alarm system_challengeIndo japan 2019_earthquake sensor alarm system_challenge
Indo japan 2019_earthquake sensor alarm system_challengeSasaki Kazuo
 
Copernicus market report_11_2016
Copernicus market report_11_2016Copernicus market report_11_2016
Copernicus market report_11_2016NEOCdotSpace
 
Richard Bantges - NCEO - Space Science Use of the Band
Richard Bantges - NCEO - Space Science Use of the BandRichard Bantges - NCEO - Space Science Use of the Band
Richard Bantges - NCEO - Space Science Use of the BandtechUK
 
Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...
Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...
Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...Integrated Carbon Observation System (ICOS)
 
Exploration & Production onshore and offshore: technical challenges and their...
Exploration & Production onshore and offshore: technical challenges and their...Exploration & Production onshore and offshore: technical challenges and their...
Exploration & Production onshore and offshore: technical challenges and their...ITE Oil&Gas
 
Solar shading in future buildings - BRE Event
Solar shading in future buildings - BRE EventSolar shading in future buildings - BRE Event
Solar shading in future buildings - BRE EventSnigdha Jain
 
New Models and New Technologies for an Integrated Risk Management in Complex ...
New Models and New Technologies for an Integrated Risk Management in Complex ...New Models and New Technologies for an Integrated Risk Management in Complex ...
New Models and New Technologies for an Integrated Risk Management in Complex ...Community Protection Forum
 
Non-specialists’ understanding of climate change information
Non-specialists’ understanding of climate change informationNon-specialists’ understanding of climate change information
Non-specialists’ understanding of climate change informationMuki Haklay
 

Similar to 04.forest fires 2012_epsilon_210512 (20)

2011 12-06 arc-fuel_jrc-presentation
2011 12-06 arc-fuel_jrc-presentation2011 12-06 arc-fuel_jrc-presentation
2011 12-06 arc-fuel_jrc-presentation
 
Dr. nikos grammalidis (information technologies institute) “research on remot...
Dr. nikos grammalidis (information technologies institute) “research on remot...Dr. nikos grammalidis (information technologies institute) “research on remot...
Dr. nikos grammalidis (information technologies institute) “research on remot...
 
CNR at NSE2019
CNR at NSE2019CNR at NSE2019
CNR at NSE2019
 
Copernicus Status
Copernicus Status Copernicus Status
Copernicus Status
 
Modelling the Notre-Dame de Paris fire
Modelling the Notre-Dame de Paris fireModelling the Notre-Dame de Paris fire
Modelling the Notre-Dame de Paris fire
 
CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...
CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...
CREATION OF A POSTGRADUATE COURSE FOR WIND ENERGY AT THE INTERNATIONAL HELLEN...
 
Risk Management of Natural Disasters in Morocco: a project of Global and Inte...
Risk Management of Natural Disasters in Morocco: a project of Global and Inte...Risk Management of Natural Disasters in Morocco: a project of Global and Inte...
Risk Management of Natural Disasters in Morocco: a project of Global and Inte...
 
Towards an anthropogenic CO2 emissions monitoring system
Towards an anthropogenic CO2 emissions monitoring systemTowards an anthropogenic CO2 emissions monitoring system
Towards an anthropogenic CO2 emissions monitoring system
 
Mediterranean fuel maps
Mediterranean fuel mapsMediterranean fuel maps
Mediterranean fuel maps
 
Wildfire-Workshop-Presentation-Jesus-San-Miguel
Wildfire-Workshop-Presentation-Jesus-San-MiguelWildfire-Workshop-Presentation-Jesus-San-Miguel
Wildfire-Workshop-Presentation-Jesus-San-Miguel
 
My Ocean Breve
My Ocean BreveMy Ocean Breve
My Ocean Breve
 
Indo japan 2019_earthquake sensor alarm system_challenge
Indo japan 2019_earthquake sensor alarm system_challengeIndo japan 2019_earthquake sensor alarm system_challenge
Indo japan 2019_earthquake sensor alarm system_challenge
 
Copernicus market report_11_2016
Copernicus market report_11_2016Copernicus market report_11_2016
Copernicus market report_11_2016
 
Session 2, part 2: What OCRE is Offering? Urban climate requirements. Nektari...
Session 2, part 2: What OCRE is Offering? Urban climate requirements. Nektari...Session 2, part 2: What OCRE is Offering? Urban climate requirements. Nektari...
Session 2, part 2: What OCRE is Offering? Urban climate requirements. Nektari...
 
Richard Bantges - NCEO - Space Science Use of the Band
Richard Bantges - NCEO - Space Science Use of the BandRichard Bantges - NCEO - Space Science Use of the Band
Richard Bantges - NCEO - Space Science Use of the Band
 
Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...
Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...
Gharun, Mana: Ecosystem functioning and recovery after two consecutive extrem...
 
Exploration & Production onshore and offshore: technical challenges and their...
Exploration & Production onshore and offshore: technical challenges and their...Exploration & Production onshore and offshore: technical challenges and their...
Exploration & Production onshore and offshore: technical challenges and their...
 
Solar shading in future buildings - BRE Event
Solar shading in future buildings - BRE EventSolar shading in future buildings - BRE Event
Solar shading in future buildings - BRE Event
 
New Models and New Technologies for an Integrated Risk Management in Complex ...
New Models and New Technologies for an Integrated Risk Management in Complex ...New Models and New Technologies for an Integrated Risk Management in Complex ...
New Models and New Technologies for an Integrated Risk Management in Complex ...
 
Non-specialists’ understanding of climate change information
Non-specialists’ understanding of climate change informationNon-specialists’ understanding of climate change information
Non-specialists’ understanding of climate change information
 

More from anest_trip

Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...
Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...
Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...anest_trip
 
Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...
Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...
Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...anest_trip
 
Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...
Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...
Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...anest_trip
 
Dr. david caballero (meteogrid) “ground truth survey in spain”
Dr. david caballero (meteogrid) “ground truth survey in spain”Dr. david caballero (meteogrid) “ground truth survey in spain”
Dr. david caballero (meteogrid) “ground truth survey in spain”anest_trip
 
Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...
Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...
Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...anest_trip
 
Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”
Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”
Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”anest_trip
 
Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...
Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...
Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...anest_trip
 
arc fuel_poster2
arc fuel_poster2arc fuel_poster2
arc fuel_poster2anest_trip
 
01.camia fuel map of europe
01.camia fuel map of europe01.camia fuel map of europe
01.camia fuel map of europeanest_trip
 
02.forest fires 2012_auth-algo_23052012
02.forest fires 2012_auth-algo_2305201202.forest fires 2012_auth-algo_23052012
02.forest fires 2012_auth-algo_23052012anest_trip
 
03.forest fires 2012_gmv_170523_v2
03.forest fires 2012_gmv_170523_v203.forest fires 2012_gmv_170523_v2
03.forest fires 2012_gmv_170523_v2anest_trip
 
05.forest fires 2012_epsilon
05.forest fires 2012_epsilon05.forest fires 2012_epsilon
05.forest fires 2012_epsilonanest_trip
 

More from anest_trip (12)

Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...
Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...
Prof. ioannis gitas (au th) “forest fuel classification and mapping at large ...
 
Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...
Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...
Mr. george eftichidis (algosystems sa) “the arc fuel methodology for the coll...
 
Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...
Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...
Dr. pavlos konstantinidis (forest research institute of thessaloniki) “use of...
 
Dr. david caballero (meteogrid) “ground truth survey in spain”
Dr. david caballero (meteogrid) “ground truth survey in spain”Dr. david caballero (meteogrid) “ground truth survey in spain”
Dr. david caballero (meteogrid) “ground truth survey in spain”
 
Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...
Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...
Prof. marc bonazountas & mr. alkis astyakopoulos (epsilon international sa) “...
 
Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”
Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”
Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”
 
Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...
Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...
Dr. ana sebastian (gmv sau) “results of the arc fuel methodology achieved in ...
 
arc fuel_poster2
arc fuel_poster2arc fuel_poster2
arc fuel_poster2
 
01.camia fuel map of europe
01.camia fuel map of europe01.camia fuel map of europe
01.camia fuel map of europe
 
02.forest fires 2012_auth-algo_23052012
02.forest fires 2012_auth-algo_2305201202.forest fires 2012_auth-algo_23052012
02.forest fires 2012_auth-algo_23052012
 
03.forest fires 2012_gmv_170523_v2
03.forest fires 2012_gmv_170523_v203.forest fires 2012_gmv_170523_v2
03.forest fires 2012_gmv_170523_v2
 
05.forest fires 2012_epsilon
05.forest fires 2012_epsilon05.forest fires 2012_epsilon
05.forest fires 2012_epsilon
 

04.forest fires 2012_epsilon_210512

  • 1. ArcFIRE™/ArcFUEL™: Forest Fire Management Geoplatform & Fuel Maps Forest Fires 2012 Conference Session ArcFUEL: Advancing Forest Fuel Mapping techniques in Europe Marc Bonazountas, Despina Kallidromitou, Alkis Astyakopoulos Epsilon International SA | Monemvasias 27 | 15125 Marousi, GR T: +30-210-6898-614 | arcfuel@epsilon.gr 3rd International Conference on Modelling, Monitoring and Management of Forest Fires 1 22 – 24 May, 2012, New Forest, UK
  • 2. Outline Part A: Forest Fire Management Part B: ArcFIRE™ Technologies Part C: ArcFIRE™ Architecture Part D: ArcFIRE™ Services & Basic Modules Part E: ArcFIRE™ Operation Areas 2 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 3. What is the ArcFIRE™? Integrated Wildland & Forest Fire Management Geoplatform WITH: Constant technology evolution since 1990 US Forest Service modeling technologies Vital dynamics demanded by planners & decision makers engaged in FF Life Cycle Numerous operations in GR,FR,IT,SP,PT 3 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 4. Historic Evolution 1990+ Multi-National product (US, EU, MS) Product via EC Fomfis (1990) Product via EC participations (e.g., Orchestra) and Spanish applications Operational product via the OA-Athens-2004 installations (2004-5) EC/SCIER programme (2009) Numerous applications in GR/NTUA, IT, ES, PT and cooperation with US Dept. FS/FFL More than 10 million in RTD development. More than 100 people engaged in RTD, tests Real installation in RG: Seix-Sou Forest ArcFIRE™ >> Pan-EU, multi-geo-platform (2010) >> BRISEIDE (web-services via cloud 2011). 4 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 5. Introduction FF hazard is continuously increasing Up to 1975: aver. annual burnt area at national level=127.000 acres/year aver. frequency=650 fire events Up to 1998: aver. annual burnt area at national level=487.000 acres/year aver. frequency=1.713 fire events >> 250% increase 5 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 6. Main Driving Factors Lacking of forest management practices (e.g. biomass accumulation) Mismanaged spatial planning and inappropriate land use practices and patterns Socio-demographic factors Climate change & extreme weather conditions Economic factors Low resources availability to monitoring mitigation 6 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 7. ArcFIRE™ Life Cycle 7 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 8. ArcFIRE™ Life Cycle “Awareness” is: to minimize FF impacts to the environment and people as a result of operations made “prior to a fire”. “Emergency” is: to assist planners, decision makers and fire fighters in their mission “during the fire” “Impacts” is: to assess & quantify environmental, economic & social Impacts “after the fire”. “Dissemination” is: to provide information on international best practices and on “lessons learned” from past fire events. 8 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 9. ArcFire™ Awareness e.g.: FF Risk Assessment Index of Ignition. Measures the exposure to FF Driving Factors per EGU: Human Activity, Power Supply Network, Industry, Natural phenomena, other. Propagation Index. Calculates the conditional probability of Fire Propagation given an Ignition Source. Probability is calculated in reference to CLC, Fuel Coverage. (Meteorological) Probability of Ignition Index. Calculates the conditional probability of Fire Propagation given an Ignition Source. Probability is calculated in regards of Meteorological Conditions. Fire Hazard Index. Classifies the Intensity of a potential Fire at the range 0- to 100%. For the static case, Intensity is calculated for the average meteorological conditions belonging to the 1% of the annual worst meteo-conditions in favor of Forest Fires. Fire Cost Index: Calculates the environmental, socioeconomic, aesthetic damage caused by a potential Fire as a Function of CLC and POIs related to Infrastructures & Properties. 9 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 10. FF Risk Assessment 10 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 11. ArcFire™ Awareness e.g.: Early Warning Tools Small Areas of high Risk: In situ Sensors, Wireless Networks (IEEE 802.14.5), Meteo-stations (CR800). Larger Area of Medium Risk: Cameras for monitoring & pattern recognition (G4S- ©Bosch). Very Large Areas: Satellite Surveillance (MODIS). 11 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 12. ArcFire™ Awareness 12 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 13. ArcFire™ Emergency e.g.: Fire Simulation “Wind” Field modeling “Surface” Fire Propagation (Rothermell Model) “Crown” Fire Propagation “Stochastic” Propagation including wind perturbation Input Data Digital Terrain (slope, aspect) Meteo Forecasts (wind field, relative humidity) Fuel Moisture (Dead/ Live) Fuel Maps User Interaction Time of Simulation Ignition Points Simulation Time (hours) Output Fire Access Time (FAT) Fire-Front contours Fire Statistics 13 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 14. ArcFire™ Emergency Propagation Mechanism Gives Fire-Front spatiotemporal evolution Uses a Vector Propagation Law. Input: Fuel Model & Terrain and Meteo-conditions Applies a Correction Factor for wind & upslope aspect Applies Iterative Cellular Automata: spread to neighbor cells N (0º) XDIR XRATE 8 1 2 F 7 A 3 tA A ω B R B θ 6 5 4 tR tB R Change E (90º) boundary RBACK 14 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 15. ArcFire™ Emergency e.g.: Tracking & Rooting of ground units “Find” a Unit/ “Retrieve” past positions/ give guidance Use Hybrid satellite (GlobalStar/ Iridium) and ground communications (GSM/GPRS, 3G) to achieve “100% coverage” 15 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 16. ArcFire™ Emergency e.g.: Evacuation Give the FF start time yyyymmdd hh mm Run a Fire Simulation Insert From- To Destination to find the optimum rooting Give the expected time of arrival in regards of FF start time Consider all Road Edges affected by the Fire Front as non Traversable Calculate Fastest PATH Select Solve. Give the time offset from the start of the fire. This offset View new route. 16 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 17. ArcFire™ Impacts e.g.: Post Fire Flood-Risk Burn Severity Rainfall Forecast & Annual Statistics Direct Run-off & Peak Flow e.g.: Social & Economic Impacts Burnt Area, Timber & Agrarian loss, Recreational value 17 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 18. ArcFire™ Dissemination e.g.: Special e-Publications user manuals & white papers (library of science) TM on all ArcFIRE Modules e.g.: Spatial-Temporal Datasets on FF History in regards of x, y, z, t of Ignition, meteo-conditions, Land Use etc Statistical Patterns found in FF History e.g.: References & Scientific Papers on “Lessons Learnt” cumulative multinational knowledge best practices, etc. 18 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 19. ArcFIRE™ Technology S/w Architecture TM ArcGIS ESRI Technology Operated as Desktop (local) or Web Service Meet OGC, INSPIRE, ISO, standards Interoperability Modular Architecture to incorporate new emerging modules Adopt Global Technology Standards: OGC, XML, tcp/ip, soa, http Info & Meteo Cooperate with Weather Forecast Authorities/ Institutions (meteo-grid ESP, nkua GR) Standardized Forecast Data Transfer protocols (ESRI ASCII GRIB format) 19 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 20. ArcFIRE™ Technology Geo-Information Develop Custom SDI adhering to ArcFIRETM requirements Meet OGC standards Land Soil & Forestry Scalable XML catalogue for Surface & Crown Fuel Models Include Established (NFFL, Prometheus, Scott Burgan) & Custom Catalogues (SEIX SOU etc) Sensors & Cameras Wireless Sensor Networks: energy efficiency, self-organizing data transfer over standard wireless protocols IEEE 802.15.4 standard Zigbee. Meteo Stations and data transfer via standard data-logger protocols (CR800) Monitoring Cameras (G4S©, Bosch©) Pattern recognition systems 20 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 21. ArcFIRE™ Technology Communications GSM/3G Networks to interact with mobile units satellite Networks (GlobalStar/ Iridium) to achieve 100% coverage for the Area of operation even under extreme conditions. Fire Dynamics Wind Field modelling (New Atmos, UoA, MeteoGRID) Surface Fire Propagation (Rothermell Model) Crown Fire Propagation Stochastic Propagation including wind perturbation etc. Control Command Centre (CCC) Coordinates all modules Establishes high availability communication pipelines Equipped with dual server, clients, TV monitoring stations etc. 21 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 22. ArcFIRE™ Technology Fuel Classification Mapping (TBC) Updates fuel maps annually using remote sensing along with vector GIS and ground truth data >>important components of fuel models mapping and fire hazard mitigation. 22 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 23. ArcFIRE™ Modules 23 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 24. ArcFIRE™ Architecture 24 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 25. ArcFIRE™ Architecture Application Layer Heavy Clients: Desktop Clients operate a tool which hosts all ArcFIRE™ modules (ERSI/ArcMap™ or ESRI/ArcGIS Explorer™ - TBD) Thin Clients: Mobile Clients have limited access to ArcFIRE™ modules (ESRI/ArcPAD™) Server Layer Interface between the Desktop Clients and the Data Layers Operates a list of Services Data-flows are triggered under client requests Adheres to requests for input data coming from a Client and checks in Data Layer for availability Makes sure that output from ArcFIRE™ modules is properly stored in the Data Layer 25 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 26. ArcFIRE™ Architecture Data Layer Static Data: bare some or no changes in the long-term fuel maps: surface/ crown fuel types (.shp) terrain maps: slope, aspect (ESRI grid) Land Use (.shp) Road & Power Supply Networks (dataset) Spatio-Temporal Data: bare significant changes in the short-term real time Meteorological Measurements (tables, point, .shp) Meteorological Forecasts (ESRI grid) 26 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 27. ArcFIRE™ Architecture Data Layer – Folder Structure 1. SSS: scene identifier e.g. 001. All files (static and dynamic) that are under the same scene have the same geographical extent, resolution and projection system. 2. YYYY: Time Stamp the Forecasts and INDEXES are issued (year) 3. MM: Time Stamp of Forecasts and INDEXES are issued (month) 4. DD: Time Stamp of Forecasts and INDEXES are issued(day) 5. yyyy: Fire Ignition Time Stamp (actual year) 6. mm: Fire Ignition Time Stamp (actual month) 7. dd: Fire Ignition Time Stamp (actual day) 8. sss: simulation session. Each day yyyymmdd might have up to 999 simulation sessions. Each session identifies a simulation for a particular hour and minute of the day yyyymmdd 27 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 28. ArcFIRE™ basic modules Fire detection Request for a Forecast Map Request for an Index Set-up a new simulation Retrieve a simulation Edit a simulation View meteo data Tracking Rooting & Evacuating 28 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 29. ArcFIRE™ Operation Areas Successfully operated in 10+ projects, as: Seih-Sou Forest, Thessaloniki, Greece (2010-2011), 100km2, Wildland Urban Interface Area, 200.000 habitants Taxiarchis Forest, Poligiros Chalkidiki, Greece (2008), 155 km2, Forest Area, sparsely populated Stamata Region, Attika, Greece (2009), 15 km2, Wildland Urban Interface Area, 40.000 habitants 2 Aubagne, Marseille, France, (2008) 15 km , Wildland Urban Interface, Habitants 40.000, Bacva, Chech Republic. (2008), 1630 km2, River Basin, Habitants 100.000 29 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 30. Seih-Sou Forest (GR) 2 Area: 100km Area Description: Wildland Urban Interface Habitants: 200.000 Period of Operation: 15 March- today Funded by: Region of Central Macedonia 30 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 31. Taxiarchis Forest (GR) Area: 155km2 Area Description: Forest Habitants: Sparsely Populated Period of Operation: 2008 Funded by: Regional Administration 31 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 32. Stamata Region (GR) Area: 15 km2 Area Description: WUI Habitants: 40.000 Period of Operation: 2009 Funded by: EC 32 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 33. Aubagne Region (FR) 2 Area: 15km Area Description: Sparsely Populated Habitants: 4.000 Period of Operation: 2008 Funded by: EC 33 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 34. Becva Region, (CH) Area: 500 km2 Area Description: WUI Habitants: 100.000 Period of Operation: 2009 Funded by: EC 34 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 35. Your participation Register with us Basic training & material, as linked to Universities or to us Your cases and your applications University theses supported Third party funding support Technologies interchange Social and other LinkedIN networking Always at the frontier (professionally, operationally) 35 Marc Bonazountas, Alkis Astyakopoulos; EPSILON Greece; T:+30 210 6898614; arcfuel@epsilon.gr
  • 36. Thank you! Forest Fires 2012 Conference Session ArcFUEL: Advancing Forest Fuel Mapping techniques in Europe Marc Bonazountas, Despina Kallidromitou, Alkis Astyakopoulos Epsilon International SA | Monemvasias 27 | 15125 Marousi, GR T: +30-210-6898-614 | arcfuel@epsilon.gr 3rd International Conference on Modelling, Monitoring and Management of Forest Fires 36 22 – 24 May, 2012, New Forest, UK