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Pieter S. A. Beck

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

4

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247

TOTAL CITATIONS

0

Scholarly Papers (4)

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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.

Detection and Monitoring of Melampsora Spp. Damage in Multiclonal Poplar Plantations Coupling Biophysical Models and Sentinel-2 Time Series

Number of pages: 38 Posted: 12 Apr 2025
Carlos Camino, Alexey Valero-Jorge, Erika García-Lima, Ramón Álvarez, Pieter S. A. Beck and Flor Álvarez-Taboada
Wageningen University, Centro de Investigación y Tecnología Agroalimentaria de Aragón, Universidad de León, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 71 (875,328)

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rust infection, multiclonal poplars, Melampsora spp, PROSAIL, Sentinel-2, machine learning

3.

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

4.

Scale-dependent effects of alternative forest management on structural connectivity in Sweden

Number of pages: 49 Posted: 14 Jul 2026
Jacob Parry, Adam Felton, Peter Vogt, Pieter S. A. Beck and Ruben Valbuena
Swedish University of Agricultural Sciences, Swedish University of Agricultural Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN and Swedish University of Agricultural Sciences
Downloads 6

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forest connectivity, forest area density, uneven-aged forest management, Nature Restoration Regulation, clear-cutting, land cover simulations