Forestry remote sensing from unmanned aerial vehicles: A review focusing on the data, processing and potentialities
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 …
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 …
scale forest inventory. Light Detection and Ranging (LiDAR), as an active remote sensing …
Development of a UAV-LiDAR system with application to forest inventory
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 …
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
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 …
analyzing airborne full waveform LiDAR data. Single trees are automatically detected by a …
Automatic stem mapping using single-scan terrestrial laser scanning
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 …
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
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 …
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
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 …
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
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 …
is meaningful ecologically and useful for forest managers. However, most ITD research …
Advances in forest inventory using airborne laser scanning
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 …
based on using last pulse data for tree detection. When trees overlap, the surface model …