Automatically Detected Field Boundaries in Canada, 2023

OneSoil employs a proprietary machine learning (ML) model based on state-of-the-art instance segmentation to detect field boundaries. Utilizing raw Sentinel-2 data aggregated according to local vegetation season maps and an additional upscaling module to enhance boundary accuracy, we ensure precise results. OneSoil’s data preprocessing involves the utilization of their cloud detector module and local season mapping.

Simple

Date ( RI_367 )
2024-09-12
Date ( RI_366 )
2023-07-31
RI_414
  Government of Canada; Agriculture and Agri-Food Canada; Science and Technology Branch - ( )
Status
completed; complété RI_593
Maintenance and update frequency
notPlanned; nonPlanifié RI_542
Government of Canada Core Subject Thesaurus Thésaurus des sujets de base du gouvernement du Canada ( RI_528 )
  • Farmlands
  • Remote sensing
  • Boundaries
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
Character set
utf8; utf8 RI_458
Topic category
  • Boundaries
  • Farming
  • Planning cadastre
  • Location
Begin date
2023-01-01
End date
2023-12-31
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Reference system identifier
http://www.epsg-registry.org / EPSG:3857 / 8.1.4
Distribution format
  • FGDB/GDB ( 10.4 )

  • GPKG ( 2.0 )

RI_414
  Government of Canada; Agriculture and Agri-Food Canada; Science and Technology Branch - ( )
OnLine resource
Pre-packaged GPKG files ( HTTPS )

Dataset;GPKG;eng,fra

OnLine resource
Data Product Specification (English) ( HTTPS )

Supporting Document;PDF;eng

OnLine resource
Data Product Specification (French) ( HTTPS )

Supporting Document;PDF;fra

OnLine resource
Pre-packaged FGDB files ( HTTP )

Dataset;FGDB/GDB;eng,fra

File identifier
b3dba669-6611-4cb1-b4be-6c317b9908ad XML
Metadata language
eng; CAN
Character set
utf8; utf8 RI_458
Hierarchy level
dataset; jeuDonnées RI_622
Date stamp
2026-01-06T15:59:24
Metadata standard name
North American Profile of ISO 19115:2003 - Geographic information - Metadata
Metadata standard version
CAN/CGSB-171.100-2009
RI_414
  Government of Canada; Agriculture and Agri-Food Canada; Science and Technology Branch - ( )
 
 

Overviews

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