A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf
.
Convolutional Expectation Maximization for Population Estimation
2017
Zenodo
There is a fundamental spatial mismatch in the data available for estimate population from satellite imagery. Spectral reflectances are available for each pixel of an image, but ground reference population data are available only for larger zones, therefore satellite imagery has bigger resolution than ground reference images. The general response has been to build models for the average population density of the zones, utilizing spatially aggregated spectral data. This article reports a new
doi:10.5281/zenodo.2583055
fatcat:7v32q6cvjjdbjjkvqeiptldeli