Geospatial data disaggregation through self-trained encoder–decoder convolutional models

Datasets collecting demographic and socio-economic statistics are widely available. Still, the data are often only released for highly aggregated geospatial areas, which can mask important local hotspots. When conducting spatial analysis, one often needs to disaggregate the source data, transforming...

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Detalhes bibliográficos
Autor principal: Monteiro, João (author)
Outros Autores: Martins, Bruno (author), Costa, Miguel (author), Pires, João M. (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:http://hdl.handle.net/10362/142607
País:Portugal
Oai:oai:run.unl.pt:10362/142607