Hyperspectral and lidar data applied to the urban land cover machine learning and neural-network-based classification: A review

A Kuras, M Brell, J Rizzi, I Burud - Remote sensing, 2021 - mdpi.com
Rapid technological advances in airborne hyperspectral and lidar systems paved the way
for using machine learning algorithms to map urban environments. Both hyperspectral and …

An overview of LiDAR requirements and techniques for autonomous driving

D Bastos, PP Monteiro, ASR Oliveira… - 2021 Telecoms …, 2021 - ieeexplore.ieee.org
The most recent research and development efforts regarding autonomous driving have led
to the demand for competitive automotive-grade sensors, which must be capable of meeting …

Accuracy assessment of GEDI terrain elevation and canopy height estimates in European temperate forests: Influence of environmental and acquisition parameters

M Adam, M Urbazaev, C Dubois, C Schmullius - Remote Sensing, 2020 - mdpi.com
Lidar remote sensing has proven to be a powerful tool for estimating ground elevation,
canopy height, and additional vegetation parameters, which in turn are valuable information …

PMT gain self-adjustment system for high-accuracy echo signal detection

G Zhou, C Xu, H Zhang, X Zhou, D Zhao… - … Journal of Remote …, 2022 - Taylor & Francis
The intensity difference between the echo signals from the water surface and bottom during
bathymetry LiDAR operation requires a photomultiplier tube (PMT) gain self-adjustment …

A comparison of waveform processing algorithms for single-wavelength LiDAR bathymetry

C Wang, Q Li, Y Liu, G Wu, P Liu, X Ding - ISPRS Journal of …, 2015 - Elsevier
Due to the low-cost and lightweight units, single-wavelength LiDAR bathymetric systems are
an ideal option for shallow-water (< 12 m) bathymetry. However, one disadvantage of such …

Airborne lidar: Advances in discrete return technology for 3D vegetation mapping

V Ussyshkin, L Theriault - Remote Sensing, 2011 - mdpi.com
Conventional discrete return airborne lidar systems, used in the commercial sector for
efficient generation of high quality spatial data, have been considered for the past decade to …

An assessment of the GEDI lasers' capabilities in detecting canopy tops and their penetration in a densely vegetated, tropical area

I Fayad, N Baghdadi, K Lahssini - Remote Sensing, 2022 - mdpi.com
The Global Ecosystem Dynamics Investigation (GEDI), specifically designed to measure
vertical forest structures, has acquired, since April 2019, more than 35 billion waveforms of …

Full-waveform classification and segmentation-based signal detection of single-wavelength bathymetric LiDAR

X Ji, B Yang, Y Wang, Q Tang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Single-wavelength bathymetric light detection and ranging (LiDAR)(532 nm) can provide
seamless meter-and submeter-scale digital elevation model (DEMs) of both the terrestrial …

How lava flows: New insights from applications of lidar technologies to lava flow studies

KV Cashman, SA Soule, BH Mackey… - …, 2013 - pubs.geoscienceworld.org
Mafic lava flows are common; for this reason, they have long been a focus of volcanological
studies. However, field studies of both older and active flows have been hampered by …

An improved quadrilateral fitting algorithm for the water column contribution in airborne bathymetric lidar waveforms

K Ding, Q Li, J Zhu, C Wang, M Guan, Z Chen, C Yang… - Sensors, 2018 - mdpi.com
In this paper, an improved method based on a mixture of Gaussian and quadrilateral
functions is presented to process airborne bathymetric LiDAR waveforms. In the presented …