Graph Neural Network-Based Method of Spatiotemporal Land Cover Mapping Using Satellite Imagery

Graph Neural Network-Based Method of Spatiotemporal Land Cover Mapping Using Satellite Imagery

Multispectral satellite imagery offers a new perspective for spatial modelling, change detection and land cover classification. The increased demand for accurate classification of geographically diverse regions led to advances in object-based methods. A novel spatiotemporal method is presented for o...

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Bibliographic Details
Main Authors: Domen Kavran, Domen Mongus, Borut Žalik, Niko Lukač
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
multispectral
Sentinel-2
superpixel
node
EfficientNetV2
GraphSAGE
Online Access:https://www.mdpi.com/1424-8220/23/14/6648

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