A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks

Human settlement extent (HSE) information is a valuable indicator of world-wide urbanization as well as the resulting human pressure on the natural environment. Therefore, mapping HSE is critical for various environmental issues at local, regional, and even global scales. This paper presents a deep-...

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Detalles Bibliográficos
Autores principales: Qiu, Chunping, Schmitt, Michael, Geiß, Christian, Chen, Tzu-Hsin Karen, Zhu, Xiao Xiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7188251/
https://www.ncbi.nlm.nih.gov/pubmed/32377033
http://dx.doi.org/10.1016/j.isprsjprs.2020.01.028

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7188251/
https://www.ncbi.nlm.nih.gov/pubmed/32377033
http://dx.doi.org/10.1016/j.isprsjprs.2020.01.028

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