Global gridded soil property maps at 250m resolution for 6 standard depth intervals. Maharashtra subset provides pH, organic carbon, clay/sand/silt content, bulk density, and CEC maps critical for precision agriculture and crop suitability modeling.
import requests
# SoilGrids REST API
url = 'https://rest.isric.org/soilgrids/v2.0/properties/query'
print('SoilGrids 250m: https://soilgrids.org/')
print('250m resolution soil property predictions globally')| Field | Type | Description |
|---|---|---|
| latitude | float | Grid cell center latitude |
| longitude | float | Grid cell center longitude |
| phh2o | float | Soil pH in water (pH x 10) |
| soc | float | Soil organic carbon content (g/kg) |
| clay | float | Clay content (g/kg) |
| sand | float | Sand content (g/kg) |
| bdod | float | Bulk density of fine earth (kg/dm³ x 100) |
| cec | float | Cation exchange capacity (cmol(c)/kg) |