SlideShare une entreprise Scribd logo
1  sur  48
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/

Contenu connexe

Plus de Beniamino Murgante

Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...Beniamino Murgante
 
Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...Beniamino Murgante
 
Involving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing WalkabilityInvolving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing WalkabilityBeniamino Murgante
 
Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg Beniamino Murgante
 
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...Beniamino Murgante
 
Presentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of triestePresentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of triesteBeniamino Murgante
 
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...Beniamino Murgante
 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector Beniamino Murgante
 
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...Beniamino Murgante
 
Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...Beniamino Murgante
 
Planning and Smartness: the true challenge
Planning and Smartness: the true challengePlanning and Smartness: the true challenge
Planning and Smartness: the true challengeBeniamino Murgante
 
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...Beniamino Murgante
 
Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness Beniamino Murgante
 
Tecnologie, Territorio, Smartness
Tecnologie, Territorio, SmartnessTecnologie, Territorio, Smartness
Tecnologie, Territorio, SmartnessBeniamino Murgante
 
Le città e le Smart cities: il punto di vista di un planner, Beniamino Murgante
Le città e le Smart cities: il punto di vista di un planner, Beniamino MurganteLe città e le Smart cities: il punto di vista di un planner, Beniamino Murgante
Le città e le Smart cities: il punto di vista di un planner, Beniamino MurganteBeniamino Murgante
 
Keith C. Clarke Computer Models and Big Data: What can computation contribute?
Keith C. Clarke Computer Models and Big Data: What can computation contribute?Keith C. Clarke Computer Models and Big Data: What can computation contribute?
Keith C. Clarke Computer Models and Big Data: What can computation contribute?Beniamino Murgante
 
Validating a smartphone-based pedestrian navigation system prototype - An inf...
Validating a smartphone-based pedestrian navigation system prototype - An inf...Validating a smartphone-based pedestrian navigation system prototype - An inf...
Validating a smartphone-based pedestrian navigation system prototype - An inf...Beniamino Murgante
 
Towards a two-way participatory process António Silva, Jorge Rocha - Universi...
Towards a two-way participatory process António Silva, Jorge Rocha - Universi...Towards a two-way participatory process António Silva, Jorge Rocha - Universi...
Towards a two-way participatory process António Silva, Jorge Rocha - Universi...Beniamino Murgante
 

Plus de Beniamino Murgante (20)

Smart City or Urban Science?
Smart City or Urban Science?Smart City or Urban Science?
Smart City or Urban Science?
 
Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...Involving citizens in smart energy approaches: the experience of an energy pa...
Involving citizens in smart energy approaches: the experience of an energy pa...
 
Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...Programmazione per la governance territoriale in tema di tutela della biodive...
Programmazione per la governance territoriale in tema di tutela della biodive...
 
Involving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing WalkabilityInvolving Citizens in a Participation Process for Increasing Walkability
Involving Citizens in a Participation Process for Increasing Walkability
 
Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg Presentation of ICCSA 2019 at the University of Saint petersburg
Presentation of ICCSA 2019 at the University of Saint petersburg
 
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
RISCHIO TERRITORIALE NEL GOVERNO DEL TERRITORIO: Ricerca e formazione nelle s...
 
Presentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of triestePresentation of ICCSA 2017 at the University of trieste
Presentation of ICCSA 2017 at the University of trieste
 
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
Focussing Energy Consumers’ Behaviour Change towards Energy Efficiency and Lo...
 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
Socio-Economic Planning profiles: Sciences VS Daily activities in public sector 
 
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
GEOGRAPHIC INFORMATION – NEED TO KNOW (GI-N2K) Towards a more demand-driven g...
 
Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...Garden in motion. An experience of citizens involvement in public space regen...
Garden in motion. An experience of citizens involvement in public space regen...
 
Planning and Smartness: the true challenge
Planning and Smartness: the true challengePlanning and Smartness: the true challenge
Planning and Smartness: the true challenge
 
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
GeoSDI: una piattaforma social di dati geografici basata sui principi di INSP...
 
Murgante smart energy
Murgante smart energyMurgante smart energy
Murgante smart energy
 
Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness Informazione Geografica, Città, Smartness
Informazione Geografica, Città, Smartness
 
Tecnologie, Territorio, Smartness
Tecnologie, Territorio, SmartnessTecnologie, Territorio, Smartness
Tecnologie, Territorio, Smartness
 
Le città e le Smart cities: il punto di vista di un planner, Beniamino Murgante
Le città e le Smart cities: il punto di vista di un planner, Beniamino MurganteLe città e le Smart cities: il punto di vista di un planner, Beniamino Murgante
Le città e le Smart cities: il punto di vista di un planner, Beniamino Murgante
 
Keith C. Clarke Computer Models and Big Data: What can computation contribute?
Keith C. Clarke Computer Models and Big Data: What can computation contribute?Keith C. Clarke Computer Models and Big Data: What can computation contribute?
Keith C. Clarke Computer Models and Big Data: What can computation contribute?
 
Validating a smartphone-based pedestrian navigation system prototype - An inf...
Validating a smartphone-based pedestrian navigation system prototype - An inf...Validating a smartphone-based pedestrian navigation system prototype - An inf...
Validating a smartphone-based pedestrian navigation system prototype - An inf...
 
Towards a two-way participatory process António Silva, Jorge Rocha - Universi...
Towards a two-way participatory process António Silva, Jorge Rocha - Universi...Towards a two-way participatory process António Silva, Jorge Rocha - Universi...
Towards a two-way participatory process António Silva, Jorge Rocha - Universi...
 

Dernier

Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.MateoGardella
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
An Overview of Mutual Funds Bcom Project.pdf
An Overview of Mutual Funds Bcom Project.pdfAn Overview of Mutual Funds Bcom Project.pdf
An Overview of Mutual Funds Bcom Project.pdfSanaAli374401
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxVishalSingh1417
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxiammrhaywood
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAssociation for Project Management
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
Gardella_PRCampaignConclusion Pitch Letter
Gardella_PRCampaignConclusion Pitch LetterGardella_PRCampaignConclusion Pitch Letter
Gardella_PRCampaignConclusion Pitch LetterMateoGardella
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 

Dernier (20)

Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.Gardella_Mateo_IntellectualProperty.pdf.
Gardella_Mateo_IntellectualProperty.pdf.
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
An Overview of Mutual Funds Bcom Project.pdf
An Overview of Mutual Funds Bcom Project.pdfAn Overview of Mutual Funds Bcom Project.pdf
An Overview of Mutual Funds Bcom Project.pdf
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptxSOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
SOCIAL AND HISTORICAL CONTEXT - LFTVD.pptx
 
APM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across SectorsAPM Welcome, APM North West Network Conference, Synergies Across Sectors
APM Welcome, APM North West Network Conference, Synergies Across Sectors
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
Gardella_PRCampaignConclusion Pitch Letter
Gardella_PRCampaignConclusion Pitch LetterGardella_PRCampaignConclusion Pitch Letter
Gardella_PRCampaignConclusion Pitch Letter
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 

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/