ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Articles | Volume XI-3-2026
Articles | Volume XI-3-2026
https://doi.org/10.5194/isprs-annals-XI-3-2026-821-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-XI-3-2026-821-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume XI-3-2026
08 Jul 2026
 | 08 Jul 2026

Crop Classification Using Time-Series Landsat Data: A Comparison of Attention-Based LSTM, GRU, and TCN Models

Yuta Tsuchiya and Rei Sonobe

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ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 797–803, https://doi.org/10.5194/isprs-annals-XI-3-2026-797-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-797-2026, 2026