Data from spaceborne light detection and ranging (lidar) opens the possibility to map forest vertical structure globally. We present a wall-to-wall, global map of canopy height at 1-km spatial resolution, using 2005 data from the Geoscience Laser Altimeter System (GLAS) aboard ICESat (Ice, ...
(less than one meter (1m) Ground Sample Distance) makes it possible to extract information at the tree level while allowing monitoring at a very large scale. This paper presents the first high-resolution canopy height map concurrently produced for multiple sub-national jurisdictions. Specifically, ...
Here we present a comprehensive global canopy height map at 10 m ground sampling distance for the year 2020. We have developed a probabilistic deep learning model that fuses sparse height data from the Global Ecosystem Dynamics Investigation (GEDI) space-borne LiDAR mission with dense optical ...
In collaboration with the Physical Modeling and Sustainability teams at Meta, and the World Resource Institute, we appliedDINOv2: Learning Robust Visual Features without Supervisionto the canopy height map (CHM) prediction problem. We used this technique to pretrain a backbone on about 18 millions ...
A resulting canopy height map can be visualized on the map explorer using the WGS84 Coordinate System (EPSG 4326), and subsequently exported to a Google Drive, using an output folder and file name. In addition, predicted vs observed values, variable importance values and their related graphical...
A New Global Mangrove Height Map with a 12 meter spatial resolution Article Open access 04 January 2025 Assessing the effectiveness of mangrove rehabilitation using above-ground biomass and structural diversity Article Open access 06 March 2025 Data availability The data that support the findings...
2012a. "Mapping Canopy Height and Growing Stock Volume Using Airborne Lidar, ALOS PALSAR and Landsat ETM+." Remote Sensing 4 (12):3320-3345. doi: 10.3390/rs4113320.Cartus O, Kellndorfer J, Rombach M, Walker W (2012) Map- ping canopy height and growing stock volume using air- borne ...
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The mean and H100 tree height measured in both the field and with the digital canopy model provided the most accurate results with a vertical error of 1.18–1.84 m, respectively. Distinct patterns were identified in theHRSIcanopy height map that could not be discerned from coarse shuttle...
forest vertical structure globally. We present a wall‐to‐wall, global map of canopy height at 1‐km spatial resolution, using 2005 data from the Geoscience Laser Altimeter System (GLAS) aboard ICESat (Ice, Cloud, and land Elevation Satellite). A challenge in ...