Documentation v0.3.0
DDL Global Urban Boundaries ADM1 Splits
Administrative level-1 splits of parent city polygons.
Coverage and granularity#
Released ADM1 splits of qualifying parent cities. Not every parent has published splits, and the published pieces may not cover its whole area.
This schema describes a split file in the urban boundaries package. Counts below describe that whole package.
9,849 of 9,849 parent cities · static · 13,366 rows across the package
- City: 9,849 of 9,849 boundary IDs
- ADM1: 387 of 387 boundary IDs
- ADM2: 3,130 of 3,130 boundary IDs
Row key: id
Examples in the Boundary Explorer: New Delhi, Manila, Tokyo.
Joining this data#
A Python example using GeoPandas and pandas. Replace the file paths with your local downloads. See boundary levels and join keys.
import geopandas as gpd
import pandas as pd
# Match the boundary file to the module's geographic level.
level = "ADM1"
boundaries = gpd.read_file("adm1.gpkg")
observations = pd.read_parquet("ddl-population-historical.parquet")
observations = observations.loc[observations["boundary_level"].eq(level)]
joined = boundaries.merge(
observations, on="id", how="left", validate="one_to_many"
)
print(joined.head())Schema#
| Name | Type | Units | Description |
|---|---|---|---|
id | string | — | City identifier. |
parent_id | string | — | Parent city identifier. |
adm_id | string | — | GADM ADM1 identifier used to split the parent boundary. May be null. |
name | string | — | City name. |
population | int64 | people | Estimated population within the split boundary. |
alpha3 | string | — | ISO 3166-1 alpha-3 country code. |
area | float64 | m² | Area in square meters. |
geometry | geometry | — | ADM1 split boundary polygon. Coordinate system: EPSG:4326. |
Notes#
- The parent city is the reference geography for the city profile. Its identifier connects the published tables.
- We drop small pieces of the parent boundary, so combining split boundaries may not reconstruct the full parent polygon.
Citation#
When using these data, cite Urban Growth Center and the original source below, where applicable.
Urban Growth Center
Citation
Development Data Lab. (2026). Urban Growth Center. https://cities.devdatalab.org/
Further reading#
Methodology paper Coming soon