issue_comments: 1422518769

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https://github.com/pydata/xarray/issues/2028#issuecomment-1422518769 https://api.github.com/repos/pydata/xarray/issues/2028 1422518769 IC_kwDOAMm_X85Uyenx 4160723 2023-02-08T12:29:27Z 2023-02-08T12:41:00Z MEMBER

@gewitterblitz there is a kdtree-based index example in #7041 that works with multi-dimensional coordinates. You could also have a look at https://xoak.readthedocs.io/en/latest/ (it doesn't use Xarray indexes - soon hopefully - so the current API is via Xarray accessors).

EDIT: seeing your previous https://github.com/pydata/xarray/issues/2028#issuecomment-921926536, not sure how you could use slices for label selection using those indexes as I don't think the wrapped scipy / sklearn kdtree objects support range queries. Other spatial indexes may support it (e.g., there's an example in https://github.com/martinfleis/xvec of selecting points using a shapely.box, although currently it only supports 1-d geometry coordinates).

 
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