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85th Annual WAD Conference 2010 – 24th September 2010 Integrating spatial and thematic data: the CRISOLA case for Malta and the European project Plan4all www.um.edu.mt ICCSA 2011 - International Conference on Computational Science and its Applications 22 June 2011 Saviour Formosa Vincent Magri Julia Neuschmid Manfred Schrenk
The Context The Theme: Crime The Future The Conveyor CRIME SOCIAL LANDUSE
The Situation and the Thematic Reality ,[object Object]
 Access and limitations/moratoria to social data
 Cleaning the data where available is done mostly manually
 Spatial issues:
 Projections and conversions of whole state has proven a ‘nightmare’
Geocoding is based on street centre points which does not allow for real locational analysis
 Streets are non-networked
 Address point database does not exist…
However, major steps have been made to create an NSDI based on the requirements from the INSPIRE Directive, together with a pivot from the Aarhus Convention and other data-related legislation
Study uses the initial work on data specifications as based on the Plan4All and INSPIRE specifications
  Techno-Centric or Socio-Technic Approach?,[object Object]
The INSPIRE Annexes: the social themes… Annex I 	Coordinate reference systems 	Geographical grid systems 	Geographical names 	Administrative units 	Transport networks Hydrography 	Protected sites Annex I I 	Elevation 	Addresses of properties 	Cadastral parcels Land cover Orthoimagery Annex III  Statistical units census Buildings Soil Geology Landuse Human health and safety Governmental services and environmental monitoring facilities  Classified sites (industry and agriculture) Populationdistribution – demography Area management and …. zones Natural risk zones Atmospheric conditions  Meteorological geographical features Oceanographic geographical features Sea regions Bio-geographical regions
Zooming In: The State of Play  Population: 413,609 (Demographic Review, 2008) Plenty of opportunities  for predators  to operate in  Households: 140,000 (Census, 2005)   Land area: 316 Km2 (MEPA, 2010)   Land cover: 27% - 85 Km2 (MEPA, 2005)   Dwellings: 192,000 (Census, 2005)   Vacant Dwellings: 53,000 (Census, 2005)   Enterprises: 50,000 (NSO, 2008)
Environmental Criminology – Urban Ecology The relationship between crime and the urban environment:	Chicago to UK to Malta
CRIME SOCIAL LANDUSE CRISOLA Theories Opportunity Theory Routine Activity Theory Broken Windows Theory Structuration Theory Cognitive landscape mindmaps W6H
Phase 1 - Conceptual Model Logical Matrix
Phase 2 – Identifying the linkages
Phase 3 – Identifying the datasets and attributes
Demographic Landscapes: Population Density
Social Landscapes: Unemployment Rates
Offender basedata in 1990s
Offender clusters in 1990s
Offender densities by EAs: popdens-offender correlation
Offender densities vs National densities: EAs
Offender - poverty hotspots
Offence analysis: pin it to a wall? Or easy digital process? Error Generation Manual imposition Dark Figure
85th Annual WAD Conference 2010 – 24th September 2010 Offence Incidences: spatio-temporal - Migration
85th Annual WAD Conference 2010 – 24th September 2010 Leisure &  Recreation Residential Parking Leisure &  Recreation Residential Retail Health Residential Retail Parking Recreation Residential Retail - Offices Parking Offence NNA: spatial – Type by spread – Most effected
St. Luke’s Hospital 	      Detox Bus Terminus Parking Space Marina Bus Stop Traffic Lights Retail Housing Estate Political Party HQs Schools Sports & Retail Offence NNA: spatial – Type by spread – Pieta Detailed
Offence constructs: Zoning
Offences: Zoning Categories
Offence constructs: Residential offences
Offence Hotspots: spatial – Retail Crime
Offence Hotspots: spatial – Retail Crime
Buffer Analysis: Retail Impacts on the Neighbourhoods  San Giljan Case Study  Inner Zones    Serious Crimes,    Theft and Damage   Middle Zones    Damage & Vehicle Crime   Outer Zones  Vehicle, Damage     Residential Burglaries   Mitigation: Requires effective     policing and SIAs   Success: reduction of >10%    In Dragonara Road:    Simple installation of lighting/CCTV
Socio-Physical Models: The Conchin et al case study Crime Constructs: a modelling perspective
Offence constructs: The Conchin et al case study - extended Crime Constructs: a planning perspective Illegal development
Offence constructs: The Conchin et al case study - extended Crime Constructs: a temporal perspective Shadow impact
Offence constructs: The Conchin et al case study - extended Crime Constructs: a trigger perspective Offender locations responsible for crimes psychologically induced by stress-triggered factors caused by prolonged sunlight deprivation
The Conveyors: Early Mapservers
Map service: Malta CrimeMaps
Map service: Malta CrimeMaps
Map service: Census 2005 – Population and Housing
The Plan4All Project What is Plan4all Plan4all is a European project co-funded by the Community programme eContentplus. The main aim of the project is to harmonise spatial planning data and related metadata according to the INSPIRE principles. The Plan4all consortium is composed of  24 partners from 15 European countries.
The Plan4All Objectives To encompass the definition of standards for spatial planning data harmonisation according to INSPIRE To implement the Plan4all geoportal that consists of harmonised spatial planning data that can be shared To contribute to a European spatial data infrastructure
The Plan4All work Plan4all Spatial Data Interest Communities registration  INSPIRE Requirements Analysis Analysis of National Requirements on Spatial Planning Metadata Analysis of Conceptual Data Models for Selected Schemes  Analysis of Demand on European Spatial Planning Data Sharing Plan4all Metadata Profile  Conceptual Data Models for Selected Themes
The Plan4All work Spatial transformation process The spatial transformation was more complex due to the fact that Malta holds all its data in a truncated ED50 format which required the following steps in order to be converted to the final required projection: ,[object Object]
Reprojecting to WGS84: EPSG: 36233;
 Conversion to shp format from .tab format;
 Colour schemes are lost in the transition and need to be recreated in the geoserver.The services offered by the system are WMS, WFS, whilst metadata services are provided through a link to the Plan4All metadata service where these files were stored in both xml and xls formats.   The main data layers are made available through OpenLayers format incorporating WMS and WFS services. Metadata of the spatial planning data was created and compiled by INSPIRE Metadata Editor (XML Creator).  The INSPIRE Metadata editor makes it possible to create INSPIRE compliant metadata and to download it as an xml file.
The Plan4All work – UML
The Plan4All work: CLC Case Study Metadata Services

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Integrating spatial and thematic data: the CRISOLA case for Malta and the European project Plan4all

  • 1. 85th Annual WAD Conference 2010 – 24th September 2010 Integrating spatial and thematic data: the CRISOLA case for Malta and the European project Plan4all www.um.edu.mt ICCSA 2011 - International Conference on Computational Science and its Applications 22 June 2011 Saviour Formosa Vincent Magri Julia Neuschmid Manfred Schrenk
  • 2. The Context The Theme: Crime The Future The Conveyor CRIME SOCIAL LANDUSE
  • 3.
  • 4. Access and limitations/moratoria to social data
  • 5. Cleaning the data where available is done mostly manually
  • 7. Projections and conversions of whole state has proven a ‘nightmare’
  • 8. Geocoding is based on street centre points which does not allow for real locational analysis
  • 9. Streets are non-networked
  • 10. Address point database does not exist…
  • 11. However, major steps have been made to create an NSDI based on the requirements from the INSPIRE Directive, together with a pivot from the Aarhus Convention and other data-related legislation
  • 12. Study uses the initial work on data specifications as based on the Plan4All and INSPIRE specifications
  • 13.
  • 14. The INSPIRE Annexes: the social themes… Annex I Coordinate reference systems Geographical grid systems Geographical names Administrative units Transport networks Hydrography Protected sites Annex I I Elevation Addresses of properties Cadastral parcels Land cover Orthoimagery Annex III Statistical units census Buildings Soil Geology Landuse Human health and safety Governmental services and environmental monitoring facilities Classified sites (industry and agriculture) Populationdistribution – demography Area management and …. zones Natural risk zones Atmospheric conditions Meteorological geographical features Oceanographic geographical features Sea regions Bio-geographical regions
  • 15. Zooming In: The State of Play Population: 413,609 (Demographic Review, 2008) Plenty of opportunities for predators to operate in Households: 140,000 (Census, 2005) Land area: 316 Km2 (MEPA, 2010) Land cover: 27% - 85 Km2 (MEPA, 2005) Dwellings: 192,000 (Census, 2005) Vacant Dwellings: 53,000 (Census, 2005) Enterprises: 50,000 (NSO, 2008)
  • 16. Environmental Criminology – Urban Ecology The relationship between crime and the urban environment: Chicago to UK to Malta
  • 17. CRIME SOCIAL LANDUSE CRISOLA Theories Opportunity Theory Routine Activity Theory Broken Windows Theory Structuration Theory Cognitive landscape mindmaps W6H
  • 18. Phase 1 - Conceptual Model Logical Matrix
  • 19. Phase 2 – Identifying the linkages
  • 20. Phase 3 – Identifying the datasets and attributes
  • 25. Offender densities by EAs: popdens-offender correlation
  • 26. Offender densities vs National densities: EAs
  • 27. Offender - poverty hotspots
  • 28. Offence analysis: pin it to a wall? Or easy digital process? Error Generation Manual imposition Dark Figure
  • 29. 85th Annual WAD Conference 2010 – 24th September 2010 Offence Incidences: spatio-temporal - Migration
  • 30. 85th Annual WAD Conference 2010 – 24th September 2010 Leisure & Recreation Residential Parking Leisure & Recreation Residential Retail Health Residential Retail Parking Recreation Residential Retail - Offices Parking Offence NNA: spatial – Type by spread – Most effected
  • 31. St. Luke’s Hospital Detox Bus Terminus Parking Space Marina Bus Stop Traffic Lights Retail Housing Estate Political Party HQs Schools Sports & Retail Offence NNA: spatial – Type by spread – Pieta Detailed
  • 35. Offence Hotspots: spatial – Retail Crime
  • 36. Offence Hotspots: spatial – Retail Crime
  • 37. Buffer Analysis: Retail Impacts on the Neighbourhoods San Giljan Case Study Inner Zones Serious Crimes, Theft and Damage Middle Zones Damage & Vehicle Crime Outer Zones Vehicle, Damage Residential Burglaries Mitigation: Requires effective policing and SIAs Success: reduction of >10% In Dragonara Road: Simple installation of lighting/CCTV
  • 38. Socio-Physical Models: The Conchin et al case study Crime Constructs: a modelling perspective
  • 39. Offence constructs: The Conchin et al case study - extended Crime Constructs: a planning perspective Illegal development
  • 40. Offence constructs: The Conchin et al case study - extended Crime Constructs: a temporal perspective Shadow impact
  • 41. Offence constructs: The Conchin et al case study - extended Crime Constructs: a trigger perspective Offender locations responsible for crimes psychologically induced by stress-triggered factors caused by prolonged sunlight deprivation
  • 42. The Conveyors: Early Mapservers
  • 43. Map service: Malta CrimeMaps
  • 44. Map service: Malta CrimeMaps
  • 45. Map service: Census 2005 – Population and Housing
  • 46. The Plan4All Project What is Plan4all Plan4all is a European project co-funded by the Community programme eContentplus. The main aim of the project is to harmonise spatial planning data and related metadata according to the INSPIRE principles. The Plan4all consortium is composed of 24 partners from 15 European countries.
  • 47. The Plan4All Objectives To encompass the definition of standards for spatial planning data harmonisation according to INSPIRE To implement the Plan4all geoportal that consists of harmonised spatial planning data that can be shared To contribute to a European spatial data infrastructure
  • 48. The Plan4All work Plan4all Spatial Data Interest Communities registration INSPIRE Requirements Analysis Analysis of National Requirements on Spatial Planning Metadata Analysis of Conceptual Data Models for Selected Schemes Analysis of Demand on European Spatial Planning Data Sharing Plan4all Metadata Profile Conceptual Data Models for Selected Themes
  • 49.
  • 50. Reprojecting to WGS84: EPSG: 36233;
  • 51. Conversion to shp format from .tab format;
  • 52. Colour schemes are lost in the transition and need to be recreated in the geoserver.The services offered by the system are WMS, WFS, whilst metadata services are provided through a link to the Plan4All metadata service where these files were stored in both xml and xls formats.   The main data layers are made available through OpenLayers format incorporating WMS and WFS services. Metadata of the spatial planning data was created and compiled by INSPIRE Metadata Editor (XML Creator). The INSPIRE Metadata editor makes it possible to create INSPIRE compliant metadata and to download it as an xml file.
  • 53. The Plan4All work – UML
  • 54. The Plan4All work: CLC Case Study Metadata Services
  • 55. The Plan4All work: CLC Case Study
  • 56. The Plan4All work: CLC Case Study Transformation Services Schemas The schema used for Land Cover was that identified by the Plan4All guidelines and the Application Schema was the “Land Cover” Schema.
  • 57. The Plan4All work: CLC Case Study Feature Catalogue Map viewer The webmap client used was geo server: (http://ftzgeo.org:8080/geoserver/web)
  • 58. What outputs willINSPIRE deliver? INSPIRE Directive Deliverables Implementation rules – standardisation Base for National Data Infrastructure Metadata Spatial structures Data Services Discovery Services View Services
  • 59. The Next Steps: – The FUTURE THE NEXT STEP FOR INTEGRATION OF CRISOLA IN THE MALTESE ISLANDS WHERE SHALL WE GO FROM HERE?
  • 60. The Next Steps: ERDF 156 Developing National Environmental Monitoring Infrastructure and Capacity Structural Funds Projectunder the Operational Programme I Priority Axis 6ERDF 156
  • 61. Some Outputs: Serving as the base for social and spatial analysis Air Strategy and Data Acquisition Water Strategy and Baseline Study Noise and Radiation Strategy Chemicals in Soil Strategy Full LIDAR Scan: Terrestrial and Bathymetric Ground truthing for sea substrate type Oblique aerial imagery & satellite imagery Online information service Online mapservice - SEIS Statistical backing for experts – inc. spatial stats ALL Data is to be disseminated for FREE
  • 62. The Area under Study Maltese Islands coast inclusive of 1 nautical mile boundary from the baseline coastline
  • 63. The Tools to enhance Analysis LIDAR Scan: Terrestrial(Topographic Light Detection and Ranging (LiDAR))Digital Surface Model (DSM) and Digital Terrain Model (DTM) LIDAR Scan: Bathymetric Bathymetric Scan: Acoustic(interferometer swath and side scan sonar)Digital Surface Model and an acoustic information map of sea bed Oblique aerial imagery & orthophotos Satellite imagery Remote GPS Cameras (Remote capture GPS receiver) 3D scanner and GIS Handhelds Global Navigation Satellite System Station and geodetic receivers Link to the iphone app pollution data porting to social domains from the environmental domains
  • 64. Revisiting INSPIRE Annex I Coordinate reference systems Geographical grid systems Geographical names Administrative units Transport networks Hydrography Protected sites Annex II Elevation Addresses of properties Cadastral parcels Land cover Orthoimagery Annex III Statistical units census Buildings Soil Geology Landuse Human health and safety Governmental services and environmental monitoring facilities Classified sites (industry and agriculture) Populationdistribution – demography Area management and …. zones Natural risk zones Atmospheric conditions Meteorological geographical features Oceanographic geographical features Sea regions Bio-geographical regions Annex IV Social Themes
  • 65. The Information Social Dilemma Tower of Babel or Valhalla? Today we are facing a period unprecedented in history: information is available, it is easy to decipher and is accessible to all… Or is it? Are we going down the Babel way? The most brilliant architects got together with the brightest inventions and plans.. But there were too many languages and they couldn’t communicate. That killed the tower not the technology If Techno-Centric Approaches appear difficult to understand imagine what it is like for the non-Technics thus socio-technic approaches are the way forward.
  • 66. Thank You Saviour Formosa - saviour.formosa@um.edu.mtVincent Magri - vincent@ascendconsulting.eu Julia Neuschmid - j.neuschmid@ceit.at Manfred Schrenk - m.schrenk@ceit.at