High-resolution sensors and deep learning models for tree resource monitoring
Trees contribute to carbon dioxide absorption through biomass, regulate the climate, support
biodiversity, enhance soil, air and water quality, and offer economic and health benefits …
biodiversity, enhance soil, air and water quality, and offer economic and health benefits …
Hy-TeC: a hybrid vision transformer model for high-resolution and large-scale map** of canopy height
Accurate and timely monitoring of forest canopy height is critical for assessing forest
dynamics, biodiversity, carbon sequestration as well as forest degradation and …
dynamics, biodiversity, carbon sequestration as well as forest degradation and …
[HTML][HTML] FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and Global …
The contribution of forests to carbon storage and biodiversity conservation highlights the
need for accurate forest height and biomass map** and monitoring. In France, forests are …
need for accurate forest height and biomass map** and monitoring. In France, forests are …
Influence of GEDI acquisition and processing parameters on canopy height estimates over tropical forests
LiDAR technology has been widely used to characterize structural parameters of forest
ecosystems, which in turn are valuable information for forest monitoring. GEDI is a …
ecosystems, which in turn are valuable information for forest monitoring. GEDI is a …
[HTML][HTML] High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach
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 m) is needed …
and may show heterogeneity within stands, a high spatial resolution (10–––20 m) is needed …
[HTML][HTML] Assessing GEDI-NASA system for forest fuels classification using machine learning techniques
Identification of forest fuels is a key step for forest fire prevention since they provide valuable
information of fire behavior. This study assesses NASA's Global Ecosystem Dynamics …
information of fire behavior. This study assesses NASA's Global Ecosystem Dynamics …
Mixed tropical forests canopy height map** from spaceborne LiDAR GEDI and multisensor imagery using machine learning models
Spatial map** of forests canopy height (Hcanopy) provides an opportunity to assess
above-ground biomass, net primary productivity, carbon dioxide (CO 2) sequestration …
above-ground biomass, net primary productivity, carbon dioxide (CO 2) sequestration …
Improving heterogeneous forest height maps by integrating GEDI-based forest height information in a multi-sensor map** process
Forests are one of the key elements in ecological transition policies in Europe. Sustainable
forest management is needed in order to optimise wood harvesting, while preserving carbon …
forest management is needed in order to optimise wood harvesting, while preserving carbon …
Spaceborne LiDAR for characterizing forest structure across scales in the European Alps
The launch of NASA's Global Ecosystem Dynamics Investigation (GEDI) mission in 2018
opens new opportunities to quantitatively describe forest ecosystems across large scales …
opens new opportunities to quantitatively describe forest ecosystems across large scales …
Tropical forest vertical structure characterization: From GEDI to P-band SAR tomography
Estimating tropical forests' vertical structure using remote sensing is a challenge. Active
sensors such as low-frequency synthetic aperture radar (SAR) operating at the P-band, with …
sensors such as low-frequency synthetic aperture radar (SAR) operating at the P-band, with …