[HTML][HTML] A high-resolution canopy height model of the Earth
The worldwide variation in vegetation height is fundamental to the global carbon cycle and
central to the functioning of ecosystems and their biodiversity. Geospatially explicit and …
central to the functioning of ecosystems and their biodiversity. Geospatially explicit and …
[HTML][HTML] Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles
Abstract NASA's Global Ecosystem Dynamics Investigation (GEDI) is a key climate mission
whose goal is to advance our understanding of the role of forests in the global carbon cycle …
whose goal is to advance our understanding of the role of forests in the global carbon cycle …
Neural network guided interpolation for mapping canopy height of China's forests by integrating GEDI and ICESat-2 data
Spatially continuous estimates of forest canopy height at national to global scales are critical
for quantifying forest carbon storage, understanding forest ecosystem processes, and …
for quantifying forest carbon storage, understanding forest ecosystem processes, and …
Modeling forest canopy heights: The effects of canopy shape
R Nelson - Remote sensing of environment, 1997 - Elsevier
Three-dimensional models that represent the top-of-canopy forest height structure were
developed to simulate airborne laser profiling responses along forested transects. The …
developed to simulate airborne laser profiling responses along forested transects. The …
Mapping forest canopy height globally with spaceborne lidar
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 …
vertical structure globally. We present a wall‐to‐wall, global map of canopy height at 1‐km …
[HTML][HTML] High-resolution mapping of forest canopy height using machine learning by coupling ICESat-2 LiDAR with Sentinel-1, Sentinel-2 and Landsat-8 data
Forest canopy height is an important indicator of forest carbon storage, productivity, and
biodiversity. The present study showed the first attempt to develop a machine-learning …
biodiversity. The present study showed the first attempt to develop a machine-learning …
[HTML][HTML] Hybrid model for estimating forest canopy heights using fused multimodal spaceborne LiDAR data and optical imagery
S Wang, C Liu, W Li, S Jia, H Yue - International Journal of Applied Earth …, 2023 - Elsevier
The forest canopy height is a key indicator for measuring global forest carbon stocks.
Spaceborne LiDAR, a satellite remote sensing technology, plays an essential role in large …
Spaceborne LiDAR, a satellite remote sensing technology, plays an essential role in large …
Hy-TeC: a hybrid vision transformer model for high-resolution and large-scale mapping 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] Highly local model calibration with a new GEDI LiDAR asset on Google Earth Engine reduces Landsat forest height signal saturation
While Landsat has proved to be effective for monitoring many elements of forest condition
and change, the platform has well-documented limitations in measuring forest structure, the …
and change, the platform has well-documented limitations in measuring forest structure, the …
[HTML][HTML] An improved canopy integration scheme for a land surface model with prognostic canopy structure
PE Thornton, NE Zimmermann - Journal of Climate, 2007 - journals.ametsoc.org
A new logical framework relating the structural and functional characteristics of a vegetation
canopy is presented, based on the hypothesis that the ratio of leaf area to leaf mass (specific …
canopy is presented, based on the hypothesis that the ratio of leaf area to leaf mass (specific …