Abstracts of the ICA
Abstracts of the ICA
ICA-Abs
Articles | Volume 10
Articles | Volume 10
https://doi.org/10.5194/ica-abs-10-62-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/ica-abs-10-62-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 10
12 Dec 2025
 | 12 Dec 2025

Deep learning for 250m Resolution Annual Land Cover Mapping from 2010 to 2024 in Canada Using MODIS Time-Series Data

Zachary Dewis and Lincoln Linlin Xu

Keywords: Land cover change detection, MODIS MOD13Q1, Deep learning, Transition matrices, 250m resolution Landsat product, Spatial-temporal residual neural network, Canadian land cover mapping, Feature extraction

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How to cite. Dewis, Z. and Xu, L. L.: Deep learning for 250m Resolution Annual Land Cover Mapping from 2010 to 2024 in Canada Using MODIS Time-Series Data, Abstr. Int. Cartogr. Assoc., 10, 62, https://doi.org/10.5194/ica-abs-10-62-2025, 2025.
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