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A Parallel Computing Approach to Spatial Neighboring Analysis of Large Amounts of Terrain Data Using Spark

Spatial neighboring analysis is an indispensable part of geo-raster spatial analysis. In the big data era, high-resolution raster data offer us abundant and valuable information, and also bring enormous computational challenges to the existing focal statistics algorithms. Simply employing the in-mem...

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Detalles Bibliográficos
Autores principales: Zhang, Jianbo, Ye, Zhuangzhuang, Zheng, Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7827788/
https://www.ncbi.nlm.nih.gov/pubmed/33430375
http://dx.doi.org/10.3390/s21020365