Sentinel-2 satellite images for monitoring cattle slurry and digestate spreading on emerging wheat crop: a field spectroscopy experiment - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement Accéder directement au contenu
Article Dans Une Revue Geocarto International Année : 2023

Sentinel-2 satellite images for monitoring cattle slurry and digestate spreading on emerging wheat crop: a field spectroscopy experiment

Résumé

This study is aimed to evaluate the utility of Sentinel-2 imagery for monitoring exogenous organic matter (EOM) applied on winter wheat crop, using two spatial scales: proximal and satellite. From proximal sensing, multi-temporal spectral field measurements were taken on experimental fields consisting of three treatments (cattle slurry, liquid and raw digestates) and a control throughout 46 days. From Sentinel-2 satellites, images were analysed before and after EOM application. For both sensing scales, EOM and vegetation indices were used. On any scale of observation, the digestates spread on emerging wheat were easily detectable in late winter, in contrast to spring spreading events which were hindered by the developed vegetation. The agglomerative hierarchical clustering from the EOM indices divided by EVI achieved to discriminate digestates at early and medium stages of vegetation growth. Our findings did not apply for cattle slurry, presumably because of both lower organic and dry matter contents. HIGHLIGHTS • Digestates spread on emerging wheat are detectable in late winter. • Developed vegetation constrains the detection of spring spreading events. • Spectral measurements did not separate the field with cattle slurry and the control. • The visible to near infrared bands are the most impacted after digestate spreading.
Fichier principal
Vignette du fichier
Sentinel 2 satellite images for monitoring cattle slurry and digestate spreading on emerging wheat crop a field spectroscopy experiment.pdf (2.14 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Licence : CC BY - Paternité

Dates et versions

hal-04189398 , version 1 (28-08-2023)

Identifiants

Citer

Maxence Dodin, Florent Levavasseur, Antoine Savoie, Lucie Martin, Jean Foulon, et al.. Sentinel-2 satellite images for monitoring cattle slurry and digestate spreading on emerging wheat crop: a field spectroscopy experiment. Geocarto International, 2023, 38 (1), pp.1-19. ⟨10.1080/10106049.2023.2245371⟩. ⟨hal-04189398⟩
77 Consultations
12 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More