Digital soil mapping predicted on mid-infrared (MIR) spectroscopy measurements in North-Western Kurdistan region, Iraq (netCDF and GeoTIFF files) V3.0
Abstract
The prediction map for soil depth in cm (0 - 100 cm) and soil properties (0 - 10 - 30 - 50 - 70 - 100 cm) is based on a quantile random forest (QRF) model. The uncertainty was computed based on the lower and higher quantile from the QRF model (Uncertainty = (Qp0.95 - Qp0.05) / (Qp0.5)). Soil depth is expressed in cm, pH is expressed in absolute value, MWD in mm, Nt, Ct, Corg, Sand, Silt and Clay in %, and EC in µS/cm. The pixel size is 30 x 30 m, and the projected coordinate system is WGS84 (epsg:4326).
Fields of Study & Subjects
Soil Geostatistics and Mapping
Geochemistry and Geologic Mapping
Soil Moisture and Remote Sensing
Publication details
- Journal / source
- HAL
- Publication date
- 12 February 2026
- Language
- EN