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Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
GEOGRAPHIC INFORMATION
– NEED TO KNOW (GI-N2K)
Towards a more demand-driven geospatial workforce
education/training system
Mauro Salvemini, Laura Berardi, Giuliana Vitiello,
Monica Sebillo, Sergio Farruggia. Beniamino Murgante
AMFM GIS Italia
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
THE PROJECT
 
PROJECT
PERIODGI N2K
1 OCTOBER 2013
30 SEPTEMBER 2016
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Background
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Background
Di Biase, D., De Mers, M., Johnson, A., Kemp,
K., Luck, A.T., Plewe, B., and Wentz, E.
(2006)
Geographic Information Science &
Technology Body of Knowledge, Washington,
D.C.
Published by Association of American
Geographers.
co-sponsored by UCGIS, ESRI,
Intergraph, GE Smallworld
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Background
• The main objective of GIN2K is to develop an uptodate dynamic
Geographic Information Science & Technology BoK (Body of Knowledge)
which is in line with the latest technological developments and takes into
account the European dimension.
• Analysis of the current situation with focus on the demand of private and
public sector as compared to the existing academic and vocational training
offer;
• Revision of the content of the BoK to bring it in line with technological
developments, emerging new knowledge areas and European context;
• Development of toolsets and guidelines that allow to manage and use the
GIS&T BoK for defining vocational and academic curricula, defining job
profiles, etc.;
• Testing of the GIS&T BoK, its toolsets and guidelines through real world
use cases, with participation of target groups from the private, public and
academic sector;
• Promoting and disseminating the use of the dynamic GIS&T BoK, toolsets
and guidelines.
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
THE CONSORTIUM
 31 partners from 25 countries participating
to the Erasmus Lifelong Learning
Programme (LLP);
The partners are largely European academic
institutions, the AGILE network and the
associations AM/FM in Italy and  Geonovum
in Holland.
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
THE CONSORTIUM
 
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
THE CONSORTIUM
 
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
"The round table"
1st circle: GI-N2K consortium -
Network of networks idea
4th circle: networks of relevant
stakeholders
2nd circle: Associated partners
will test, validate and distribute
project outcomes
e.g. SHELL, AGORIA
3rd circle: Advisory board
representatives GI communities
e.g. OGC, UCGIS, JRC,…
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Work packages
WP1: Study/Analysis Demand and Offer;
WP2: “Revision of the Body of Knowledge”;
WP3: The Virtual Lab for the BoK: VirLaBok;
WP4: Testing and Validation;
WP5: Quality assurance;
WP6: Dissemination;
WP7: Exploitation and Sustainability;
WP8: Management.
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
WP1: Study/Analysis Demand and Offer;
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Name Event 12
WP3:The Virtual Lab for the BoK: VirLaBok;
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Name Event 13
WP3:The Virtual Lab for the BoK: VirLaBok;
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
http://www.gi-n2k.eu/
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Number,
origin and
type of
responding
organisation
to the Supply
survey
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Number, origin and
respondent type of
fully completed
Demand
questionnaires
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
GI-BOK AWARENESS AND USE: Demand side
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
GI-BOK AWARENESS AND USE: Supply side
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Which tasks do you
frequently perform?
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Name Event 33
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Modules
 Fundamentals of GIS
 Basics of Statistics
 Socio-economic indicators
 Demographic indicators
 Introduction to geostatistics
 Spatial Statistics
 Spatial Regression
Name Event 34
Socio-Economic Planning profiles
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Fundamentals of GIS
GIS COMPONENTS
SPATIAL DATA MODELING (Vector Raster)
GIS DATA (Attribute data, Spatial data)
GEO-REFERENCING DATA
LAYERS
QUERYING GIS DATA
DTM
Name Event 35
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Basics of Statistics
Mean
Median
Mode
Range
Variance
Standard deviation
Regression
Name Event 36
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Socio-economic indicators
Economic development
labour productivity
employment rate
Investments by institutional sectors
Real adjusted gross disposable income of households per capital
Name Event 37
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Demographic indicators
 mortality rate
natural increase
International Migration trends
Internal Migration trends
dependency ratio
Name Event 38
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Introduction to geostatistics
Kriging
Variogram
Software for geostatistics
Name Event 39
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Spatial Statistics
Kernel density estimation
Nearest neighbor distance
Moran index
G function by Getis and Ord
LISA
Software for spatial autocorrelation
Name Event 40
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Lectures
Spatial Regression
OLS Regression
Regression
Geographically Weighted Regression
GWR and Spatial Autocorrelation
Software for Geographically Weighted Regression
Name Event 41
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini,
Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
http://www.amfm.it/
Per maggiori informazioni
http://www.gi-n2k.eu/

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GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven geospatial workforce education/training system

  • 1. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven geospatial workforce education/training system Mauro Salvemini, Laura Berardi, Giuliana Vitiello, Monica Sebillo, Sergio Farruggia. Beniamino Murgante AMFM GIS Italia
  • 2. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante THE PROJECT   PROJECT PERIODGI N2K 1 OCTOBER 2013 30 SEPTEMBER 2016
  • 3. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Background
  • 4. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Background Di Biase, D., De Mers, M., Johnson, A., Kemp, K., Luck, A.T., Plewe, B., and Wentz, E. (2006) Geographic Information Science & Technology Body of Knowledge, Washington, D.C. Published by Association of American Geographers. co-sponsored by UCGIS, ESRI, Intergraph, GE Smallworld
  • 5. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Background • The main objective of GIN2K is to develop an uptodate dynamic Geographic Information Science & Technology BoK (Body of Knowledge) which is in line with the latest technological developments and takes into account the European dimension. • Analysis of the current situation with focus on the demand of private and public sector as compared to the existing academic and vocational training offer; • Revision of the content of the BoK to bring it in line with technological developments, emerging new knowledge areas and European context; • Development of toolsets and guidelines that allow to manage and use the GIS&T BoK for defining vocational and academic curricula, defining job profiles, etc.; • Testing of the GIS&T BoK, its toolsets and guidelines through real world use cases, with participation of target groups from the private, public and academic sector; • Promoting and disseminating the use of the dynamic GIS&T BoK, toolsets and guidelines.
  • 6. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante THE CONSORTIUM  31 partners from 25 countries participating to the Erasmus Lifelong Learning Programme (LLP); The partners are largely European academic institutions, the AGILE network and the associations AM/FM in Italy and  Geonovum in Holland.
  • 7. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante THE CONSORTIUM  
  • 8. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante THE CONSORTIUM  
  • 9. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante "The round table" 1st circle: GI-N2K consortium - Network of networks idea 4th circle: networks of relevant stakeholders 2nd circle: Associated partners will test, validate and distribute project outcomes e.g. SHELL, AGORIA 3rd circle: Advisory board representatives GI communities e.g. OGC, UCGIS, JRC,…
  • 10. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Work packages WP1: Study/Analysis Demand and Offer; WP2: “Revision of the Body of Knowledge”; WP3: The Virtual Lab for the BoK: VirLaBok; WP4: Testing and Validation; WP5: Quality assurance; WP6: Dissemination; WP7: Exploitation and Sustainability; WP8: Management.
  • 11. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante WP1: Study/Analysis Demand and Offer;
  • 12. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Name Event 12 WP3:The Virtual Lab for the BoK: VirLaBok;
  • 13. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Name Event 13 WP3:The Virtual Lab for the BoK: VirLaBok;
  • 14. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante http://www.gi-n2k.eu/
  • 15. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 16. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Number, origin and type of responding organisation to the Supply survey
  • 17. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Number, origin and respondent type of fully completed Demand questionnaires
  • 18. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante GI-BOK AWARENESS AND USE: Demand side
  • 19. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante GI-BOK AWARENESS AND USE: Supply side
  • 20. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 21. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 22. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 23. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 24. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 25. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 26. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 27. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 28. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 29. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 30. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Which tasks do you frequently perform?
  • 31. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 32. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 33. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Name Event 33
  • 34. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Modules  Fundamentals of GIS  Basics of Statistics  Socio-economic indicators  Demographic indicators  Introduction to geostatistics  Spatial Statistics  Spatial Regression Name Event 34 Socio-Economic Planning profiles
  • 35. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Fundamentals of GIS GIS COMPONENTS SPATIAL DATA MODELING (Vector Raster) GIS DATA (Attribute data, Spatial data) GEO-REFERENCING DATA LAYERS QUERYING GIS DATA DTM Name Event 35
  • 36. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Basics of Statistics Mean Median Mode Range Variance Standard deviation Regression Name Event 36
  • 37. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Socio-economic indicators Economic development labour productivity employment rate Investments by institutional sectors Real adjusted gross disposable income of households per capital Name Event 37
  • 38. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Demographic indicators  mortality rate natural increase International Migration trends Internal Migration trends dependency ratio Name Event 38
  • 39. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Introduction to geostatistics Kriging Variogram Software for geostatistics Name Event 39
  • 40. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Spatial Statistics Kernel density estimation Nearest neighbor distance Moran index G function by Getis and Ord LISA Software for spatial autocorrelation Name Event 40
  • 41. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante Lectures Spatial Regression OLS Regression Regression Geographically Weighted Regression GWR and Spatial Autocorrelation Software for Geographically Weighted Regression Name Event 41
  • 42. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 43. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 44. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 45. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 46. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 47. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante
  • 48. Geographic Information: Need to Know (GI-N2K) - Mauro Salvemini, Laura Berardi, Monica Sebillo, Sergio Farruggia, Beniamino Murgante http://www.amfm.it/ Per maggiori informazioni http://www.gi-n2k.eu/