A review of tree species classification based on airborne LiDAR data and applied classifiers
M Michałowska, J Rapiński - Remote Sensing, 2021 - mdpi.com
Remote sensing techniques, developed over the past four decades, have enabled large-
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
[HTML][HTML] Lidar sampling for large-area forest characterization: A review
The ability to use digital remotely sensed data for forest inventory is often limited by the
nature of the measures, which, with the exception of multi-angular or stereo observations …
nature of the measures, which, with the exception of multi-angular or stereo observations …
Mapping urban tree species using integrated airborne hyperspectral and LiDAR remote sensing data
L Liu, NC Coops, NW Aven, Y Pang - Remote Sensing of Environment, 2017 - Elsevier
Mapping tree species within urban areas is essential for sustainable urban planning as well
as to improve our understanding of the role of urban vegetation as an ecological service …
as to improve our understanding of the role of urban vegetation as an ecological service …
Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data
The identification of tree species is an important issue in forest management. In recent years,
many studies have explored this topic using hyperspectral, multispectral, and LiDAR data. In …
many studies have explored this topic using hyperspectral, multispectral, and LiDAR data. In …
Tree species classification in boreal forests with hyperspectral data
Tree species mapping in forest areas is an important topic in forest inventory. In recent
years, several studies have been carried out using different types of hyperspectral sensors …
years, several studies have been carried out using different types of hyperspectral sensors …
Tree height and tropical forest biomass estimation
Tropical forests account for approximately half of above-ground carbon stored in global
vegetation. However, uncertainties in tropical forest carbon stocks remain high because it is …
vegetation. However, uncertainties in tropical forest carbon stocks remain high because it is …
Tree species classification using plant functional traits from LiDAR and hyperspectral data
Plant functional traits have been extensively used to describe, rank and discriminate species
according to their variability between species in classical plant taxonomy. However, the …
according to their variability between species in classical plant taxonomy. However, the …
Important LiDAR metrics for discriminating forest tree species in Central Europe
Numerous airborne LiDAR-derived metrics have been proposed for classifying tree species.
Yet an in-depth ecological and biological understanding of the significance of these metrics …
Yet an in-depth ecological and biological understanding of the significance of these metrics …
Rapid, high-resolution forest structure and terrain mapping over large areas using single photon lidar
A Swatantran, H Tang, T Barrett, P DeCola… - Scientific reports, 2016 - nature.com
Single photon lidar (SPL) is an innovative technology for rapid forest structure and terrain
characterization over large areas. Here, we evaluate data from an SPL instrument-the High …
characterization over large areas. Here, we evaluate data from an SPL instrument-the High …
Mapping functional diversity using individual tree-based morphological and physiological traits in a subtropical forest
Z Zheng, Y Zeng, FD Schneider, Y Zhao, D Zhao… - Remote Sensing of …, 2021 - Elsevier
Functional diversity (FD) provides a link between biodiversity and ecosystem functioning,
summarizing inter-and intra-specific variation of functional traits. However, quantifying plant …
summarizing inter-and intra-specific variation of functional traits. However, quantifying plant …