soil_landscape_grids_100m/soil_great_group

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Service Description: Predicted Soil Great Group class as defined by the The Canadian System of Soil Classification (third edition). The Canadian Soil Information Service has developed a detailed dataset of Canada's soils and associated properties using advanced machine learning techniques. The Soil Landscape Grids of Canada is produced using a combination of historical and current data from both soil sampling and remote sensing. The machine learning model is trained using over 10,000 pedon locations from across Canada as well as 70 covariate datasets. This new dataset is pivotal in addressing the gaps left by legacy soil surveys and facilitates more comprehensive assessments nationwide. As new data becomes available and machine learning techniques advance, this information can be updated much faster than with traditional soil surveying methods. For more information, visit: https://open.canada.ca/data/en/dataset/4d39c9f9-a85c-4bf2-b920-138fdd423384

Name: soil_landscape_grids_100m/soil_great_group_taxonomy

Description: Predicted Soil Great Group class as defined by the The Canadian System of Soil Classification (third edition). The Canadian Soil Information Service has developed a detailed dataset of Canada's soils and associated properties using advanced machine learning techniques. The Soil Landscape Grids of Canada is produced using a combination of historical and current data from both soil sampling and remote sensing. The machine learning model is trained using over 10,000 pedon locations from across Canada as well as 70 covariate datasets. This new dataset is pivotal in addressing the gaps left by legacy soil surveys and facilitates more comprehensive assessments nationwide. As new data becomes available and machine learning techniques advance, this information can be updated much faster than with traditional soil surveying methods. For more information, visit: https://open.canada.ca/data/en/dataset/4d39c9f9-a85c-4bf2-b920-138fdd423384

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Copyright Text: Agriculture and Agri-Food Canada

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Child Resources: Info Histograms Statistics Key Properties Legend Raster Function Infos

Supported Operations: Export Image Query Identify Compute Histograms Compute Statistics Histograms Get Samples Compute Class Statistics Query Boundary Compute Pixel Location Compute Angles Validate Project

soil_landscape_grids_100m/soil_great_group_taxonomy (ImageServer)