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 …

[HTML][HTML] Lidar sampling for large-area forest characterization: A review

MA Wulder, JC White, RF Nelson, E Næsset… - Remote sensing of …, 2012 - Elsevier
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 …

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 …

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

M Dalponte, L Bruzzone, D Gianelle - Remote sensing of environment, 2012 - Elsevier
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 …

Tree species classification in boreal forests with hyperspectral data

M Dalponte, HO Ørka, T Gobakken… - … on Geoscience and …, 2012 - ieeexplore.ieee.org
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 …

Tree height and tropical forest biomass estimation

MO Hunter, M Keller, D Victoria, DC Morton - Biogeosciences, 2013 - bg.copernicus.org
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 …

Tree species classification using plant functional traits from LiDAR and hyperspectral data

Y Shi, AK Skidmore, T Wang, S Holzwarth… - International Journal of …, 2018 - Elsevier
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 …

Important LiDAR metrics for discriminating forest tree species in Central Europe

Y Shi, T Wang, AK Skidmore, M Heurich - ISPRS Journal of …, 2018 - Elsevier
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 …

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 …

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 …