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Article

15 Citations

4,817 Views

18 Pages

Attention to Both Global and Local Features: A Novel Temporal Encoder for Satellite Image Time Series Classification

Weixiong Zhang,
Hao Zhang,
Zhitao Zhao,
Ping Tang and
Zheng Zhang

Remote Sens.2023, 15(3), 618;https://doi.org/10.3390/rs15030618

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20 January 2023

Satellite image time series (SITS) classification is a challenging application concurrently driven by long-term, large-scale, and high spatial-resolution observations acquired by remote sensing satellites. The focus of current SITS classification res...

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Article

7 Citations

3,254 Views

25 Pages

Mapping Integrated Crop–Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning

João P. S. Werner,
Mariana Belgiu,
Inacio T. Bueno,
Aliny A. Dos Reis,
Ana P. S. G. D. Toro,
João F. G. Antunes,
Alfred Stein,
Rubens A. C. Lamparelli,
Paulo S. G. Magalhães and
Alexandre C. Coutinho
+ 2 authors

Remote Sens.2024, 16(8), 1421;https://doi.org/10.3390/rs16081421

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17 April 2024

Integrated crop–livestock systems (ICLS) are among the main viable strategies for sustainable agricultural production. Mapping these systems is crucial for monitoring land use changes in Brazil, playing a significant role in promoting sustainab...

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