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Multi-scale digital soil mapping with deep learning

We compared different methods of multi-scale terrain feature construction and their relative effectiveness for digital soil mapping with a Deep Learning algorithm. The most common approach for multi-scale feature construction in DSM is to filter terrain attributes based on different neighborhood siz...

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Detalles Bibliográficos
Publicado en:Sci Rep
Autores principales: Behrens, Thorsten, Schmidt, Karsten, MacMillan, Robert A., Viscarra Rossel, Raphael A.
Formato: Artigo
Lenguaje:Inglês
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6189054/
https://ncbi.nlm.nih.gov/pubmed/30323355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-33516-6
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