output
20192023
most citedVision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights

86 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.CV2023★ 86 cited

Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights

Ibrahim Fayad, Philippe Ciais, Martin Schwartz +8

Accurate and timely monitoring of forest canopy heights is critical for assessing forest dynamics, biodiversity, carbon sequestration as well as forest degradation and deforestatio…

cs.CV2022★ 62 cited

High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach

Martin Schwartz, Philippe Ciais, Catherine Ottlé +11

In intensively managed forests in Europe, where forests are divided into stands of small size and may show heterogeneity within stands, a high spatial resolution (10 - 20 meters) i…