Population data provision is usually framed by regulations and restrictions hence spatially aggregated in predefined enumeration units such as city blocks census tracts. Many applications require population at finer scale, therefore, one may use downscaling methods to transform counts from coarse spatial into smaller ones. Although numerous for of have been reported the scientific literature, o...