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Keith Araño

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Time, Space, or Both? A Comparison of Flexible Spatio-Temporal Deep Learning Architectures to Map Tree Cover Loss from Sentinel-2 Data

Number of pages: 37 Posted: 09 Jan 2025
Keith Araño, Pieter S. A. Beck, Corentin Bolyn, Marc Rußwurm and Loïc Dutrieux
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Wageningen University and affiliation not provided to SSRN
Downloads 102 (689,572)

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sentinel2, time-series, deep learning, change detection, Forest dynamics

2.

Time, space, or both? A comparison of flexible spatio-temporal deep learning architectures to map tree cover loss from Sentinel-2 data

Number of pages: 59 Posted: 02 Sep 2025
Keith Araño, Corentin Bolyn, Marc Rußwurm, Pieter S. A. Beck and Loïc Dutrieux
affiliation not provided to SSRN, affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 68 (907,769)

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Sentinel-2, LiDAR, time series, forest, deep-learning