Maps of forest vertical structure for Colombia, a megadiverse country

Vegetation vertical structure refers to the 3D distribution of vegetation aboveground biomass. Vegetation vertical structure of tropical forests influences other ecological and environmental variables that are essential for the functioning of the ecosystems. Integrating over 5.9 million Globel Ecosystem Dynamics Investigation (GEDI) LiDAR (Light Detection and Ranging) footprints, multispectral, and synthetic aperture radar (SAR) imagery, we built five national maps at 25 m resolution of five forest structural metrics for Colombia, South America, for the year 2020. We mapped canopy height, the height of half the cumulative returned energy from GEDI (RH50), total canopy cover, foliage height diversity, and total plant area index. The resulting maps tended to have the highest errors in the Amazon and Andean regions. Total cover had the highest relative error. Interrelationship curves between forest structural metrics of GEDI footprints are maintained across mapped metrics, indicating that the predictive models preserve structural relationships observed in GEDI data. Due to the medium-high spatial resolution and national coverage of the forest structural maps presented in this work, these maps will be useful for evaluating and mapping other ecological variables and conservation priorities in Colombia.

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Publication Details

Journal
Scientific Data
Published
2025-12-03
DOI
https://doi.org/10.1038/s41597-025-06297-7
Citations
1
Primary Topic
Remote Sensing and LiDAR Applications
Type
article
Field-Weighted Citation Impact
0.80

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article

Maps of forest vertical structure for Colombia, a megadiverse country

S. J. Goetz, Samuel Martin Jantz, J. Camilo Fagua, Patrick Burns et al.
1 citations
Scientific Data
Remote Sensing and LiDAR Applications
0.80
article

Maps of forest vertical structure for Colombia, a megadiverse country

S. J. Goetz, Samuel Martin Jantz, J. Camilo Fagua, Patrick Burns, Patrick Jantz, John Kilbride
article en
1 citations

Abstract

Vegetation vertical structure refers to the 3D distribution of vegetation aboveground biomass. Vegetation vertical structure of tropical forests influences other ecological and environmental variables that are essential for the functioning of the ecosystems. Integrating over 5.9 million Globel Ecosystem Dynamics Investigation (GEDI) LiDAR (Light Detection and Ranging) footprints, multispectral, and synthetic aperture radar (SAR) imagery, we built five national maps at 25 m resolution of five forest structural metrics for Colombia, South America, for the year 2020. We mapped canopy height, the height of half the cumulative returned energy from GEDI (RH50), total canopy cover, foliage height diversity, and total plant area index. The resulting maps tended to have the highest errors in the Amazon and Andean regions. Total cover had the highest relative error. Interrelationship curves between forest structural metrics of GEDI footprints are maintained across mapped metrics, indicating that the predictive models preserve structural relationships observed in GEDI data. Due to the medium-high spatial resolution and national coverage of the forest structural maps presented in this work, these maps will be useful for evaluating and mapping other ecological variables and conservation priorities in Colombia.

Scientific DataVol. 13(1)
National Institute for Mathematical and Biological Synthesis (US), Northern Arizona University (US), Universidad Nacional de Colombia (CO), Targazyme (United States) (US), University of Tennessee at Knoxville (US)
National Aeronautics and Space Administration, Northern Arizona University, Universidad Nacional de Colombia, Nuclear Safety and Security Commission
Openalex Percentile: Top 22%
Remote Sensing and LiDAR Applications
0.80
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