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
- 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
- Boundaries
- Remote sensing
- 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
N
S
E
W
- Reference system identifier
- http://www.epsg-registry.org / EPSG:3857 / 8.1.4
- Distribution format
-
-
FGDB/GDB
(
10.4
)
-
GPKG
(
2.0
)
-
FGDB/GDB
(
10.4
)
- OnLine resource
-
Pre-packaged GPKG files
(
HTTPS
)
Dataset;GPKG;eng,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
- 2024-09-12T15:41:47
- Metadata standard name
- North American Profile of ISO 19115:2003 - Geographic information - Metadata
- Metadata standard version
- CAN/CGSB-171.100-2009
Overviews
Spatial extent
N
S
E
W
Provided by
Associated resources
Not available