Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.
ArcFUEL and INSPIRE
ArcFUEL Final Workshop, 18/12/2013, Thessaloniki
“Forest Fires: Fuel mapping in the Mediterranean coun...
Summary
ArcFUEL and INSPIRE
Field validation of ArcFUEL
methodology in Calabria (Southern
Italy)
Conclusions

ArcFUEL Fina...
ArcFUEL and INSPIRE
Collection of the input data
Application of the P5 workflow(s)
Creation of FCM dataset
Application of ...
Reference documentation
INSPIRE DS D2.5, Generic
Conceptual Model, v3.3
INSPIRE DS D2.6, Methodology for
Specification Dev...
Study area

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”

5
FT classification dataset

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”

6
The INSPIRE target schema
INSPIRE Annex II LC (Land Cover)
Data Specification (v3.0)

ArcFUEL Final Workshop “Forest Fires...
The INSPIRE target schema
LandCoverRaster gml application
schema used as target schema for
the data transformation

ArcFUE...
The INSPIRE target schema
class LandCov erCoreRaster
CoverageByDomainAndRange
«featureType»
Cov erages (Domain and Range):...
Data transformation

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”

10
Schema validation

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”

11
INSPIRE metadata

Commission Regulation (EC) No.
1205/2008 defining the “Implementing
Rules for Metadata.“ The Regulation ...
INSPIRE metadata
Commission Regulation (EU) No
1089/2010 defining the
“Implementing Rules for
interoperability of spatial ...
INSPIRE metadata
Metadata
elements
required by
Regulation
1205/2008/EC
for spatial
datasets and
spatial dataset
series

Ar...
INSPIRE metadata

Metadata
elements for
interoperability

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Medite...
Schema validation

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”

16
Field validation
Field validation of ArcFUEL
methodology in Calabria (Southern
Italy)

ArcFUEL Final Workshop “Forest Fire...
Field validation

LUCAS 2009
Dataset for the
Calabria Region

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Me...
Field validation

LUCAS 2009 Dataset
vs ArcFuel
Classification
•green (matching)
•red (no-macthing)

ArcFUEL Final Worksho...
Field validation
One validation point each 10.000 ha
All ArcFuel FT in the classified map
represented in the sample to be ...
Field validation

Final
validation
dateset
(41 plots)

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterra...
Field validation
Used a more detailed excel spreadsheet

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediter...
Field validation results
Final results

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”...
Field validation results
Error matrix

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries”
...
Conclusions
The ArcFUEL output consisting of FT
classification maps has been
successfully transformed into
INSPIRE complia...
Thank you
g.martirano@epsilon-italia.it

ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries...
Upcoming SlideShare
Loading in …5
×

Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”

514 views

Published on

Published in: Technology, Education
  • Be the first to comment

  • Be the first to like this

Mr. giacomo martirano (epsilon italia srl) “arc fuel and inspire”

  1. 1. ArcFUEL and INSPIRE ArcFUEL Final Workshop, 18/12/2013, Thessaloniki “Forest Fires: Fuel mapping in the Mediterranean countries” Giacomo Martirano Epsilon Italia| Mendicino | 87040, Italy T: +39.0984.631949 | g.martirano@epsilon-italia.it ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 18 December 2013, Aristotle University Research Dissemination Center, Thessaloniki, Greece 1
  2. 2. Summary ArcFUEL and INSPIRE Field validation of ArcFUEL methodology in Calabria (Southern Italy) Conclusions ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 2
  3. 3. ArcFUEL and INSPIRE Collection of the input data Application of the P5 workflow(s) Creation of FCM dataset Application of the P4 FCM INSPIRE guidelines Creation of FCM gml dataset INSPIRE compliant Creation of FCM xml metadata INSPIRE compliant ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 3
  4. 4. Reference documentation INSPIRE DS D2.5, Generic Conceptual Model, v3.3 INSPIRE DS D2.6, Methodology for Specification Development, v3.0 INSPIRE DS D2.7, Guidelines for the encoding of spatial data, v3.2 INSPIRE Data Specification on Land cover v3.0 ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 4
  5. 5. Study area ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 5
  6. 6. FT classification dataset ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 6
  7. 7. The INSPIRE target schema INSPIRE Annex II LC (Land Cover) Data Specification (v3.0) ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 7
  8. 8. The INSPIRE target schema LandCoverRaster gml application schema used as target schema for the data transformation ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 8
  9. 9. The INSPIRE target schema class LandCov erCoreRaster CoverageByDomainAndRange «featureType» Cov erages (Domain and Range):: RectifiedGridCov erage ::CoverageByDomainAndRange + coverageFunction :CoverageFunction [0..1] + domainSet :Any + rangeSet :Any [0..*] {ordered} ::Coverage + metadata :Any [0..*] + rangeType :RecordT ype constraints {domainIsRectifiedGrid} {grid points shall coincide with grid cell centres} ::CoverageByDomainAndRange { gridFunctionRequiresGridDomain } «dataT ype» LandCov erNomenclature::LandCov erNomenclature + + + inspireId :Identifier nomenclatureCodeList :URI responsibleParty :RelatedParty «voidable» + embeddedDescription :LC_LandCoverClassificationSystem [0..1] + externalDescription :DocumentCitation [0..*] «codeList» LandCov erNomenclature::LandCov erClassValue tags asDictionary = true extensibility = any vocabulary = xsdEncodingRule = iso19136_2007_INSPIRE_Extensions «featureType» LandCov erGridCov erage + + + + inspireId :Identifier extent :EX_Extent name :CharacterString nomenclatureDocumentation :LandCoverNomenclature «voidable, lifeCycleInfo» + beginLifespanVersion :DateTime + endLifespanVersion :DateTime [0..1] «codeList» LandCov erNomenclature::CorineValue tags asDictionary = true extensibility = any vocabulary = http://www.eea.europa.eu/data-and-maps/data/corine-land-cover-2006-raster-1/corine-land-cover-classes-and/clc_legend.csv/at_download/file xsdEncodingRule = iso19136_2007_INSPIRE_Extensions «voidable» + validFrom :Date + validTo :Date constraints {rangeSetIsKindOfLandCoverClassValue} 1 - the range is described according to the contraints (=LandCoverCoreInformation here for the moment but will be another semantic description) 2 - Format for Gridded Coverage (geotiff for example) support generally only 1 code (not a mosaic) in RGB mode 3- for gridded coverage, there shall be contrains to provide links between LC codes and colors (as provided by CORINE for example) ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 9
  10. 10. Data transformation ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 10
  11. 11. Schema validation ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 11
  12. 12. INSPIRE metadata Commission Regulation (EC) No. 1205/2008 defining the “Implementing Rules for Metadata.“ The Regulation sets out the requirements for the creation and maintenance of metadata for spatial datasets, spatial dataset series and spatial data services corresponding to the themes listed in Annexes I, II and III to Directive 2007/2/EC. It defines a number of metadata elements, their multiplicities and the value domains to be used in the metadata. It is implemented using EN ISO 19115 and EN ISO 19119. ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 12
  13. 13. INSPIRE metadata Commission Regulation (EU) No 1089/2010 defining the “Implementing Rules for interoperability of spatial data sets and services“. In addition to the requirements stated by 1205/2008 it defines six additional metadata elements for interoperability of spatial data sets and services. ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 13
  14. 14. INSPIRE metadata Metadata elements required by Regulation 1205/2008/EC for spatial datasets and spatial dataset series ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 14
  15. 15. INSPIRE metadata Metadata elements for interoperability ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 15
  16. 16. Schema validation ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 16
  17. 17. Field validation Field validation of ArcFUEL methodology in Calabria (Southern Italy) ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 17
  18. 18. Field validation LUCAS 2009 Dataset for the Calabria Region ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 18
  19. 19. Field validation LUCAS 2009 Dataset vs ArcFuel Classification •green (matching) •red (no-macthing) ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 19
  20. 20. Field validation One validation point each 10.000 ha All ArcFuel FT in the classified map represented in the sample to be validated in situ Points located within a distance of 300 meters from road network and in areas presenting less than 40 % slope Additional Points located above 1000 meters (LUCAS points are up to 1000m), taking into account the coverage of the ArcFuel Fuel Types ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 20
  21. 21. Field validation Final validation dateset (41 plots) ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 21
  22. 22. Field validation Used a more detailed excel spreadsheet ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 22
  23. 23. Field validation results Final results ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 23
  24. 24. Field validation results Error matrix ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 24
  25. 25. Conclusions The ArcFUEL output consisting of FT classification maps has been successfully transformed into INSPIRE compliant gml datasets and xml metadata The field validation in Calabria (Southern Italy) has proved the good accuracy of the ArcFUEL methodology ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 25
  26. 26. Thank you g.martirano@epsilon-italia.it ArcFUEL Final Workshop “Forest Fires: Fuel mapping in the Mediterranean countries” 26

×