Thank you for the responses. After some more research, I have come to conclude 
that quadtrees or "Centroidal Voronoi Tessellations" (CVT) would be most 
appropriate for my problem of adaptive spatial binning. Does anyone know about 
software implementation of either one of those; an R package would be heaven 
sent of course.

Thanks again,
Markus

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