Forestry remote sensing from unmanned aerial vehicles: A review focusing on the data, processing and potentialities

N Guimarães, L Pádua, P Marques, N Silva, E Peres… - Remote Sensing, 2020 - mdpi.com
Currently, climate change poses a global threat, which may compromise the sustainability of
agriculture, forestry and other land surface systems. In a changing world scenario, the …

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 …

[图书][B] LiDAR remote sensing and applications

P Dong, Q Chen - 2017 - taylorfrancis.com
Ideal for both undergraduate and graduate students in the fields of geography, forestry,
ecology, geographic information science, remote sensing, and photogrammetric …

Development of a UAV-LiDAR system with application to forest inventory

L Wallace, A Lucieer, C Watson, D Turner - Remote sensing, 2012 - mdpi.com
We present the development of a low-cost Unmanned Aerial Vehicle-Light Detecting and
Ranging (UAV-LiDAR) system and an accompanying workflow to produce 3D point clouds …

Tree species classification and estimation of stem volume and DBH based on single tree extraction by exploiting airborne full-waveform LiDAR data

W Yao, P Krzystek, M Heurich - Remote Sensing of Environment, 2012 - Elsevier
The paper highlights recent results of forest structure analysis at single tree level based on
analyzing airborne full waveform LiDAR data. Single trees are automatically detected by a …

Automatic stem mapping using single-scan terrestrial laser scanning

X Liang, P Litkey, J Hyyppa, H Kaartinen… - … on Geoscience and …, 2011 - ieeexplore.ieee.org
The demand for detailed ground reference data in quantitative forest inventories is growing
rapidly, eg, to improve the calibration of the developed models of airborne-laser-scanning …

Layer stacking: A novel algorithm for individual forest tree segmentation from LiDAR point clouds

E Ayrey, S Fraver, JA Kershaw Jr… - Canadian Journal of …, 2017 - Taylor & Francis
As light detection and ranging (LiDAR) technology advances, it has become common for
datasets to be acquired at a point density high enough to capture structural information from …

Airborne laser scanning and digital stereo imagery measures of forest structure: Comparative results and implications to forest mapping and inventory update

M Vastaranta, MA Wulder, JC White… - Canadian Journal of …, 2013 - Taylor & Francis
Airborne laser scanning (ALS) has demonstrated utility for forestry applications and has
renewed interest in other forms of remotely sensed data, especially those that capture three …

Applying LiDAR individual tree detection to management of structurally diverse forest landscapes

SMA Jeronimo, VR Kane, DJ Churchill… - Journal of …, 2018 - academic.oup.com
LiDAR individual tree detection (ITD) is a promising tool for measuring forests at a scale that
is meaningful ecologically and useful for forest managers. However, most ITD research …

Advances in forest inventory using airborne laser scanning

J Hyyppä, X Yu, H Hyyppä, M Vastaranta… - Remote sensing, 2012 - mdpi.com
We present two improvements for laser-based forest inventory. The first improvement is
based on using last pulse data for tree detection. When trees overlap, the surface model …