Check the Setup
- Python 3.10 or newer
- An internet connection
- The requests Python package
USGS protected-area polygons and public-access attributes for measuring nearby open-land context in residential comparisons.
Report a ProblemFrom Source to Product Signal
The official PAD-US 4.1 combined MapServer publishes ownership and public-access attributes. Start with one feature; a protected designation alone does not mean public access.
Install the packages, then run the notebook cell.
python -m pip install requests
import requests
response = requests.get(
"https://edits.nationalmap.gov/arcgis/rest/services/PAD-US/PAD_US_gaz_combined/MapServer/0/query",
params={"where": "1=1", "outFields": "OBJECTID,Unit_Nm,Pub_Access",
"returnGeometry": "false", "resultRecordCount": 1, "f": "json"},
timeout=25,
)
response.raise_for_status()
for feature in response.json()["features"]:
print(feature["attributes"])Test a Useful Signal
Show one PAD-US unit and its published public-access code.
U.S. Geological Survey is a government source. Last verified 2026-09-28. Temporal coverage: PAD-US version 4.1, maintained as an official USGS release.