Airborne LiDAR point cloud classification using PointNet++ network with full neighborhood features. [PDF]
PLoS ONE, 2023 Compared with other point clouds, the airborne LiDAR point cloud has its own characteristics. The deep learning network PointNet++ ignores the inherent properties of airborne LiDAR point, and the classification precision is low.
Xingzhong Nong, Wenfeng Bai, Guanlan Liu
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Regional Scale Rain-Forest Height Mapping Using Regression-Kriging of Spaceborne and Airborne LiDAR Data: Application on French Guiana [PDF]
Remote Sensing, 2016 LiDAR data has been successfully used to estimate forest parameters such as canopy heights and biomass. Major limitation of LiDAR systems (airborne and spaceborne) arises from their limited spatial coverage.
Ibrahim Fayad +8 more
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Fusion of Hyperspectral CASI and Airborne LiDAR Data for Ground Object Classification through Residual Network [PDF]
Sensors, 2020 Modern satellite and aerial imagery outcomes exhibit increasingly complex types of ground objects with continuous developments and changes in land resources.
Zhanyuan Chang +3 more
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Stand Height Increment from Two-Epoch Aerial Laser Scanning Data and Inventory Data [PDF]
SensorsThe use of LiDAR in estimating tree growth is a current and practical research topic that is important from both an ecological and forest management perspective.
Paulina Jaczewska +2 more
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International Journal of Scientific Research in Science, Engineering and Technology, 2021 This data has been used in many existing inventions and even in many new inventions. This paper consists of a review of the current state of LiDAR technology and covers issues related to both data capturing and processing. In this paper, a discussion on different types of LiDAR sensors including LiDAR for autonomous vehicles was also done.
Harsh Jindal, Jagdeep kaur
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A New Airborne Doppler Lidar for Boundary Layer Research & LES-Based Simulation [PDF]
EPJ Web of Conferences, 2020 Airborne Doppler lidar measurements are a valuable tool in meteorological research. A new airborne Doppler lidar system has been developed jointly by the Karlsruhe Institute of Technology (KIT) and the Technical University of Brunswick.
Gasch P. +5 more
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Airborne LiDAR Strip Adjustment Method Based on Point Clouds with Planar Neighborhoods
Remote Sensing, 2023 Airborne light detection and ranging (LiDAR) data are increasingly used in various fields such as topographic mapping, urban planning, and emergency management.
Zhenxing Sun +3 more
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An Overview of Shoreline Mapping by Using Airborne LiDAR
Remote Sensing, 2023 Since the shorelines are important geographical boundaries, monitoring shoreline change plays an important role in integrated coastal management. With the evolution of remote sensing technology, many studies have used optical images to measure and to ...
Junbo Wang +7 more
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GPS-derived ground deformation (2005–2014) within the Gulf of Mexico region referred to a stable Gulf of Mexico reference frame [PDF]
Natural Hazards and Earth System Sciences, 2016 This study investigates current ground deformation derived from the GPS geodesy infrastructure in the Gulf of Mexico region. The positions and velocity vectors of 161 continuous GPS (CGPS) stations are presented with respect to a newly established local ...
J. Yu, G. Wang
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Remote Sensing, 2021 The Laurentian Great Lakes comprise the largest assemblage of inland waterbodies in North America, with vast geographic, environmentally complex nearshore benthic substrate and associated habitat.
Molly K. Reif +4 more
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