It's common to use the [shapely.stretree.STRtree.query] to find what's near a point.
Often the point is buffered to get whatever is roughly within a radius of the point.
For example,
dist = 123.456
geoms_near_point = tree.query(pt.buffer(dist))What's really being returned here are any geometries in the tree whose bounding boxes
intersect with the point's bounding box. By default, pt.buffer(dist) returns a buffer