Preprints
https://doi.org/10.5194/egusphere-2026-527
https://doi.org/10.5194/egusphere-2026-527
05 Feb 2026
 | 05 Feb 2026
Status: this preprint is open for discussion and under review for Earth Observation (EO).

Brief communication: Improving botanical monitoring in proglacial areas with high-resolution UAV data

César Deschamps-Berger, Nahia Carretero Roque, Jesús Revuelto, Francisco Rojas-Heredia, Ixeia Vidaller, Aina Alvarez, Alba López-Varela, Olatz Fernández, Sara Palacio, Juan Ignacio Lopez-Moreno, and Pablo Tejero Ibarra

Abstract. Proglacial areas are undergoing rapid ecological and land cover changes as glaciers retreat globally. Field campaigns are essential in proglacial environments to monitor the colonization of the deglaciated areas by the vegetation. In this study, we evaluate the benefit of using optical UAV images to optimize botanical data collection during these campaigns. We compared the vegetation cover measured in situ by experts with the vegetation cover derived from high-resolution UAV images in a high-mountain environment below the Aneto glacier in the Pyrenees. Retrieving the vegetation cover from UAV images provided valuable and complementary data to traditional in situ detailed observations.

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César Deschamps-Berger, Nahia Carretero Roque, Jesús Revuelto, Francisco Rojas-Heredia, Ixeia Vidaller, Aina Alvarez, Alba López-Varela, Olatz Fernández, Sara Palacio, Juan Ignacio Lopez-Moreno, and Pablo Tejero Ibarra

Status: open (until 19 Mar 2026)

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César Deschamps-Berger, Nahia Carretero Roque, Jesús Revuelto, Francisco Rojas-Heredia, Ixeia Vidaller, Aina Alvarez, Alba López-Varela, Olatz Fernández, Sara Palacio, Juan Ignacio Lopez-Moreno, and Pablo Tejero Ibarra

Data sets

UAV land cover in the proglacial area near the Aneto Glacier César Deschamps-Berger, Jesús Revuelto, Francisco Rojas Heredia https://doi.org/10.5281/zenodo.17989880

Model code and software

aneto_glacier_vegetation César Deschamps-Berger https://framagit.org/cesardb/aneto_glacier_vegetation/-/tree/publication_UAV_article

César Deschamps-Berger, Nahia Carretero Roque, Jesús Revuelto, Francisco Rojas-Heredia, Ixeia Vidaller, Aina Alvarez, Alba López-Varela, Olatz Fernández, Sara Palacio, Juan Ignacio Lopez-Moreno, and Pablo Tejero Ibarra
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Latest update: 05 Feb 2026
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Short summary
The shrinking of glacier frees large areas worldwide in alpine environment which are progressively colonized by the vegetation. Monitoring this process often relies on in situ botanical observations which are challenging to obtain. Here, we quantify accurately the uncertainty of the vegetation cover measured by optical images from Unmanned Aerial Vehicles. We find that, despite biases, this increasingly used technology extend and complete the data collected during such field campaign.
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