4 citations · 4 across the 1 of their papers we have counts for
3 papers
Super-Resolved Canopy Height Mapping from Sentinel-2 Time Series Using Airborne LiDAR HD Reference Data across Metropolitan France
Ekaterina Kalinicheva, Florian Helen, Stéphane Mermoz +2
Fine-scale forest monitoring is essential for understanding canopy structure and its dynamics, which are key indicators of carbon stocks, biodiversity, and forest health. Deep lear…
Tree species classification at the pixel-level using deep learning and multispectral time series in an imbalanced context
Florian Mouret, David Morin, Milena Planells +1
This paper investigates tree species classification using Sentinel-2 multispectral satellite image time-series. Despite their critical importance for many applications, such maps a…
Estimation of forest height and biomass from open-access multi-sensor satellite imagery and GEDI Lidar data: high-resolution maps of metropolitan France
David Morin, Milena Planells, Stéphane Mermoz +1
Mapping forest resources and carbon is important for improving forest management and meeting the objectives of storing carbon and preserving the environment. Spaceborne remote sens…