Integration of Vgrid DGGS into Pandas and GeoPandas
Project description
VgridPandas
Integrates Vgrid DGGS with GeoPandas and Pandas, inspired by H3-Pandas
Vgridpandas supports popular geodesic DGGS such as H3, S2, rHEALPix, Open-Eaggr ISEA4T, EASE-DGGS, QTM, and graticule DGGS such as OLC, Geohash, MGRS, GEOREF, Tilecode, Quadkey, Maidenhead, GARS
⬢ Try it out ⬢
Installation
pip
pip install vgridpandas
Usage examples
vgridpandas.h3pandas API
vgiridpandas.h3pandas automatically applies H3 functions to both Pandas Dataframes and GeoPandas Geodataframes
# Prepare data
>>> import pandas as pd
>>> from vgridpandas import h3pandas
>>> df = pd.DataFrame({'lat': [50, 51], 'lon': [14, 15]})
>>> resolution = 10
>>> df = df.h3.latlon2h3(resolution)
>>> df
| h3_10 | lat | lon |
|:----------------|------:|------:|
| 8a1e30973807fff | 50 | 14 |
| 8a1e2659c2c7fff | 51 | 15 |
>>> df = df.h3.h32geo()
>>> df
| h3_10 | lat | lon | geometry |
|:----------------|------:|------:|:----------------|
| 8a1e30973807fff | 50 | 14 | POLYGON ((...)) |
| 8a1e2659c2c7fff | 51 | 15 | POLYGON ((...)) |
Further examples
For more examples, see the example notebooks.
VgridPandas API
For a full API documentation and more usage examples, see the documentation.
Any suggestions and contributions are very welcome!
See issues for more.
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