Morocco's geospatial data

·National

Slope orientation calculated from the Copernicus DEM GLO-30 on a 30 m metric grid. The national COG covers Morocco continuously, including southern regions. Values are clockwise azimuths from north and should be interpreted together with slope to distinguish flat terrain

·National

Modeled classification of the most probable WRB reference soil group at approximately 250 m resolution for all of Morocco, including southern regions. Each pixel contains a class code from 0 to 29; these codes are categorical and do not represent quantity or quality order. This layer is suitable for national and regional context but does not replace a field soil map.

·National

USDA soil texture class of fine earth at about 250 m for different depths, derived from average fractions of sand, silt, and clay predicted by SoilGrids. The layer covers Morocco with a continuous national extent, including southern regions. This is a modeled classification, not a laboratory analysis performed on each pixel.

·National

SoilGrids prediction of soil organic carbon at approximately 250 m resolution for the 0–5 cm depth, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement for each pixel

·National

SoilGrids prediction of silt at approximately 250 m for the 0–5 cm depth, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement taken at each pixel.

·National

SoilGrids prediction of sand content at approximately 250 m resolution for different depths, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement for each pixel.

·National

SoilGrids prediction of soil pH in water at approximately 250 m for different depths, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement taken at each pixel.

·National

SoilGrids prediction of organic carbon stock 0–30 cm at approximately 250 m resolution for the 0–30 cm depth, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement for each pixel.

·National

SoilGrids prediction of organic carbon density at approximately 250 m resolution for the 0–5 cm depth, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement taken at each pixel.

·National

SoilGrids prediction of total nitrogen at approximately 250 m for different depths, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement for each pixel.

·National

SoilGrids prediction of clay at approximately 250 m for different depths, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement taken at each pixel.

·National

SoilGrids prediction of coarse fragments at approximately 250 m for the 0–5 cm depth, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement taken at each pixel

·National

SoilGrids prediction of cation exchange capacity at pH 7 at approximately 250 m for different depths, covering all of Morocco including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement for each pixel.

·National

SoilGrids prediction of fine earth bulk density at approximately 250 m for different depths across Morocco, including southern regions. This is a modeled average based on soil profiles and environmental covariates, not a laboratory measurement for each pixel.

·National

Local slope calculated in degrees from the Copernicus DEM GLO-30 DTM on a 30 m metric grid. The COG covers all of Morocco in a single extent, including southern regions. This derived layer is suitable for analyzing relief, erosion, agriculture, accessibility, and runoff at the regional scale.

·National

Surface elevation at approximately 30 m resolution for the continuous national extent of Morocco.

·National

Map of dominant surface lithology classes at an approximate spatial resolution of 250 metres, covering the entire Moroccan national territory, including the southern regions. Each pixel represents the estimated dominant lithology class at that location, derived from the global OpenLandMap dataset.

·National

Unified monthly COG collection of final CHIRPS v3 precipitation totals covering the complete Moroccan national extent.

·National

Land cover classification in 11 classes for the whole of Morocco, Southern regions included.

·National

Estimated residential population of Morocco for the year 2025 on an approximately 100-meter resolution grid. Each pixel represents an estimate of the number of residents; fractional values are expected. The dataset covers the entire national territory, including the southern regions, and is provided as a Cloud Optimized GeoTIFF (COG) for efficient web visualization and GIS analysis.