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Routinely available remote sensing data on land cover are useful to study such phenomena, focus is on large raster maps of Urban Morphological Zones (UMZ) produced by the CORINE Land Cover programme of the European Environmental Agency.
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In (c), the cells with little population are merged with larger raster cells in the municipality.
The tool created smaller raster cells in urban areas and larger raster cells in rural areas, and it was used successfully for a transport model.
The tool applied the quadtree algorithm and repeatedly subdivided larger raster cells into four smaller raster cells, until each raster cell had a population of no more than 5000 households.
The performance of the new algorithm was tested on a series of rasters up to 160 Mcells in size; for largest size test raster a speed up over the original algorithm is 74 times.
The smaller the radius is, the more extra removal is, so the residual ripple of circle path is slightly larger than the raster path, and is prone to produce "center error" at the center of circle path.
It will be suspicious to have a large histogram tail in the raster order but a large histogram tail in a special order does not carry much information as it happens in a natural image.
The use of these cells avoids the effects of the demarcation border on origins within the study area and makes it possible to produce raster maps without large distortions at the edges.
Furthermore, the algorithm led to some raster cells dominated by large bodies of water, or with no population at all, adding unnecessary computational requirements to further analyses.
Recently, it has become necessary to label connected components in very large, giga-cell size, multi-categorical rasters but performance of existing CCL algorithms lacks sufficient speed to accomplish such task.
A raster scan over a larger area (~4 mm x 3mm) of the same tissue specimen shows indeed a good correlation between the brighter fluorescence areas and MP binding to tissue (Fig. 8 ).
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