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Explore `rasterio.warp.reproject` to replace `MemoryFile` for warping
Suggested by @jorisvandenbossche on https://github.com/darribas/contextily/pull/49#discussion_r309070246
Although there you need to construct an empty result array first manually to pass to that function, so that might make it a bit more contrived to use.