geodl: An R package for geospatial deep learning semantic segmentation using torch and terra

Convolutional neural network (CNN)-based deep learning (DL) methods have transformed the analysis of geospatial, Earth observation, and geophysical data due to their ability to model spatial context information at multiple scales. Such methods are especially applicable to pixel-level classification...

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Bibliographic Details
Published in:PloS one Vol. 19; no. 12; p. e0315127
Main Authors: Maxwell, Aaron E., Farhadpour, Sarah, Das, Srinjoy, Yang, Yalin
Format: Journal Article
Language:English
Published: United States Public Library of Science 05.12.2024
Public Library of Science (PLoS)
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ISSN:1932-6203, 1932-6203
Online Access:Get full text
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