GeoAI - Change detection use case - Calgary
Temporal analysis of changes in Calgary, Alberta, based on GeoAI features automatically extracted from satellite images acquired in 2011 and 2021. Simple geospatial analysis intersecting Statistics Canada's Open Database of Buildings, version 3 (ODB v3) with GeoAI multidate building features enables the detection of buildings observed in 2021 that were not detected in 2011. The addition of new buildings is a good indicator of urban development and/or sprawl. Using the same approach, GeoAI multidate roads enable the detection of Statistics Canada's National Roads Network (NRN) segments present in 2021 and/or in 2011. The development of new roads is also indicator of urban development and/or sprawl. Complementarily, an analysis of changes in the forest coverage from the GeoAI datasets is done. This analysis reflects the gains and losses between both dates..
GeoAI enables temporal coverage of various areas in Canada, thus providing a useful tool for change detection and trend analysis at high resolution. While the series is still fairly new, and such examples are limited for the time being, NRCan strives to gradually increase its GeoAI data offering for both spatial and temporal coverage.
For more information about the GeoAI - GeoBase Series, please visit the following link: https://open.canada.ca/data/en/dataset/74738ff5-5367-5958-9aee-98fffdcd1876
Simple
- Date ( RI_366 )
- 2026-05
- Date ( RI_367 )
- 2026-05
- Status
- completed; complété RI_593
- Maintenance and update frequency
- notPlanned; nonPlanifié RI_542
- Keywords ( RI_524 )
-
- Earth Sciences
- Keywords ( RI_529 )
-
- GeoBase
- GeoAI
- Keywords ( RI_528 )
-
- Artificial intelligence
- Automatic Extraction
- Change detection
- Buildings
- Forests
- Roads
- Calgary
- Government of Canada Core Subject Thesaurus Thésaurus des sujets de base du gouvernement du Canada ( RI_528 )
-
- Artificial intelligence
- Geographic data
- Use limitation
- Open Government Licence - Canada (http://open.canada.ca/en/open-government-licence-canada)
- Access constraints
- license; licence RI_606
- Use constraints
- license; licence RI_606
- Spatial representation type
- vector; vecteur RI_635
- Metadata language
- eng; CAN
- Metadata language
- fra; CAN
- Character set
- utf8; utf8 RI_458
- Topic category
-
- Imagery base maps earth cover
- Begin date
- 2011
- Reference system identifier
- https://www.epsg-registry.org / EPSG:4617 /
- Distribution format
-
-
ESRI REST
(
10.8.1
)
-
ESRI REST
(
10.8.1
)
- OnLine resource
-
GeoAI - Change detection use case - Calgary
(
ESRI REST: Map Server
)
Web Service;ESRI REST;fra
- OnLine resource
-
GeoAI - Change detection use case - Calgary
(
ESRI REST: Map Server
)
Web Service;ESRI REST;eng
- File identifier
- bd07b597-5166-4b62-ae9c-245b3c62ea03 XML
- Metadata language
- eng; CAN
- Character set
- utf8; utf8 RI_458
- Parent identifier
- GeoAI - GeoBase Series 74738ff5-5367-5958-9aee-98fffdcd1876
- Hierarchy level
- dataset; jeuDonnées RI_622
- Date stamp
- 2026-05-27T09:43:45
- Metadata standard name
- North American Profile of ISO 19115:2003 - Geographic information - Metadata
- Metadata standard version
- CAN/CGSB-171.100-2009
Overviews
Spatial extent
Provided by
Arctic SDI catalogue