Description

In 2021, the Earth Observation Team of the Science and Technology Branch (STB) at Agriculture and Agri-Food Canada (AAFC) repeated the process of generating annual crop inventory digital maps using satellite imagery to for all of Canada, in support of a national crop inventory. A Decision Tree (DT) based methodology was applied using optical (Landsat-8, Sentinel-2), and radar (RCM) based satellite images, and having a final spatial resolution of 30m. In conjunction with satellite acquisitions, ground-truth information was provided by: provincial crop insurance companies in Manitoba, & Quebec; point observations from the PEI Department of Environment, Water and Climate Change; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph - Ridgetown campus; British Columbia Ministry of Agriculture; and data collection supported by our regional AAFC Research and Development Centres in St. John's, Charlottetown, Kentville, Fredericton, Guelph and Summerland. Due to COVID-19 travel restrictions and forest fires, complete sampling coverages in BC was not possible, as a result the general agriculture class (120) is found in this province in areas where there was no ground data collected.

Resources

Name	Format	Description	Link
Annual Crop Inventory (English)	HTML		https://agriculture.canada.ca/atlas/annual-crop-inventory
Pre-packaged GeoTIF files (No linguistic component)	Unknown		https://agriculture.canada.ca/atlas/data_donnees/annualCropInventory/data_donnees/tif/2021/
Crop classifications	CSV		https://agriculture.canada.ca/atlas/data_donnees/annualCropInventory/supportdocument_documentdesupport/aci_crop_classifications_iac_classifications_des_cultures.csv
Data Product Specification (English)	PDF		https://agriculture.canada.ca/atlas/data_donnees/annualCropInventory/supportdocument_documentdesupport/en/ISO%2019131_AAFC_Annual_Crop_Inventory_Data_Product_Specifications.pdf
Data Product Specification (French)	PDF		https://agriculture.canada.ca/atlas/data_donnees/annualCropInventory/supportdocument_documentdesupport/fr/Inventaire_annuel_des_cultures_d_AAC_Specifications_de_contenu_informationnel_produites_conformement_a_la_norme_ISO_19131.pdf
Annual Crop Inventory (French)	HTML		https://agriculture.canada.ca/atlas/inventaire-annuel-cultures
Annual Crop Inventory 2021	Ersi REST		https://agriculture.canada.ca/imagery-images/rest/services/annual_crop_inventory/2021/ImageServer
Annual Crop Inventory 2021	Ersi REST		https://agriculture.canada.ca/imagery-images/rest/services/inventaire_annuel_des_cultures/2021/ImageServer

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