GeoPandas will use the STRtree implementation provided by the Shapely (shapely.STRtree)
GeoSeries.sindex creates a spatial index, which can use the methods and properties documented below.
See the User Guide page Spatial indexing for more.
Constructor# Spatial index object#The spatial index object returned from GeoSeries.sindex has the following methods:
intersection(coordinates)
Compatibility wrapper for rtree.index.Index.intersection, use query instead.
Check if the spatial index is empty.
nearest(geometry[, return_all, ...])
Return the nearest geometry in the tree for each input geometry in geometry.
query(geometry[, predicate, sort, distance, ...])
Return all combinations of each input geometry and tree geometries where the bounding box of each input geometry intersects the bounding box of a tree geometry.
Size of the spatial index.
Returns valid predicates for the spatial index.
The spatial index offers the full capability of shapely.STRtree.
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