Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Information

Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Information

High-resolution population grids built from historical census data can ease the analyses of geographical population changes, at the same time also facilitating the combination of population data with other GIS layers to perform analyses on a wide range of topics. This article reports on experiments...

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Bibliographic Details
Main Authors: João Monteiro, Bruno Martins, Patricia Murrieta-Flores, João M. Pires
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:ISPRS International Journal of Geo-Information
Subjects:
spatial disaggregation
regression analysis
deep learning
historical census data
Online Access:https://www.mdpi.com/2220-9964/8/8/327

Internet

https://www.mdpi.com/2220-9964/8/8/327

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