STATSGO
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/STATSGO.yaml")
ds=cat.netcdf.read()Metadata
| title | STATSGO |
| location | /shared/land/STATSGO |
| tags | soil,soil_texture |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/STATSGO.yaml |
| last updated | 2022-03-08 |
Dataset Contents
<xarray.Dataset>
Dimensions: (lat: 2984, level: 11, lon: 6936)
Coordinates:
* level (level) float64 0.025 0.075 0.15 0.25 0.35 ... 0.9 1.25 1.75 2.25
* lon (lon) float64 -124.7 -124.7 -124.7 -124.7 ... -66.97 -66.96 -66.95
* lat (lat) float64 49.4 49.39 49.38 49.37 ... 24.56 24.55 24.55 24.54
Data variables:
texture (level, lat, lon) float64 ...xarray.Dataset
- lat: 2984
- level: 11
- lon: 6936
- level(level)float640.025 0.075 0.15 ... 1.25 1.75 2.25
- units :
- m
- name :
- depth
- long_name :
- Depth in m at which soil texture applies
array([0.025, 0.075, 0.15 , 0.25 , 0.35 , 0.5 , 0.7 , 0.9 , 1.25 , 1.75 , 2.25 ]) - lon(lon)float64-124.7 -124.7 ... -66.96 -66.95
- units :
- degrees east
- name :
- longitude
- long_name :
- Longitude (degrees east)
array([-124.745833, -124.7375 , -124.729167, ..., -66.970833, -66.9625 , -66.954167]) - lat(lat)float6449.4 49.39 49.38 ... 24.55 24.54
- units :
- degrees north
- name :
- latitude
- long_name :
- Latitude (degrees north)
array([49.395833, 49.3875 , 49.379167, ..., 24.554167, 24.545833, 24.5375 ])
- texture(level, lat, lon)float64...
- long_name :
- STATSGO texture values
- name :
- texture
- textures :
- 0 = No data; 1 = Sand; 2 = Loamy sand; 3 = Sandy loam; 4 = Silt loam; 5 = Silt; 6 = Loam; 7 = Sandy clay loam; 8 = Silty clay loam; 9 = Clay loam; 10 = Sandy clay; 11 = Silty clay; 12 = Clay; 13 = Organic materials; 14 = Water; 15 = Bedrock; 16 = Other
[227667264 values with dtype=float64]