Centimeter-scale mapping of phototrophic biofilms in glacial forefields using visible band ratios and UAV imagery

Détails

Ressource 1Télécharger: Roncoronietal_IJRS.pdf (19266.26 [Ko])
Etat: Public
Version: Final published version
Licence: CC BY-NC-ND 4.0
ID Serval
serval:BIB_270013205C35
Type
Article: article d'un périodique ou d'un magazine.
Collection
Publications
Institution
Titre
Centimeter-scale mapping of phototrophic biofilms in glacial forefields using visible band ratios and UAV imagery
Périodique
International Journal of Remote Sensing
Auteur⸱e⸱s
Roncoroni Matteo, Mancini Davide, Kohler Tyler J., Miesen Floreana, Gianini Mattia, Battin Tom J., Lane Stuart. N.
ISSN
0143-1161
1366-5901
Statut éditorial
Publié
Date de publication
15/06/2022
Peer-reviewed
Oui
Pages
1-35
Langue
anglais
Résumé
Microbial biofilms have received great attention in the last few decades from both aquatic ecologists and biogeomorphologists. Most recently, this has focused on mapping biofilms to understand their spatial distributions and ecosystem services. Such studies often involve the use of satellite imagery, which typically provides large temporal and spatial scales and wide-range spectral information. Although satellites have the advantage of multi- and hyper-spectral sensors, images often have low spatial resolution that limits their use in river studies, where both rivers are narrower and stream processes occur at resolutions smaller than the footprint of satellite sensors. Spatial resolution is sensor quality dependent but also controlled by sensor elevation above the ground. Hence, high resolutions can be achieved either by using a very expensive sensor or by decreasing the distance between the target area and the sensor itself. To date, sensor technology has advanced to a point where multi- or even hyper-spectral cameras can be easily carried out by an Uncrewed Aerial Vehicle (UAV) at unprecedented spatial resolutions. Where such sensors have high spectral resolution, they are often prohibitively expensive, especially as their use in extreme environments such as glacial forefields risks UAV damage. In this paper, we test the performance of visible band ratios in mapping biofilms in an Alpine glacier forefield characterized by a well-developed and heterogeneous stream ecosystem but using a low-cost UAV. The paper shows that low-cost and consumer grade UAVs can be easily deployed in such extreme environments, delivering both quality RGB images for photogrammetric (SfM-MVS) processing and sufficient spectral information for benthic biofilm mapping at high temporal and spatial resolution.
Mots-clé
Stream biofilm mapping, UAV, SfM-MVS photogrammetry, visible-Band-Ratios, remote sensing
Financement(s)
Fonds national suisse / Projets / CRSII5_180241
Création de la notice
15/06/2022 16:51
Dernière modification de la notice
12/07/2024 7:03
Données d'usage