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Cited by 441 publications
(322 citation statements)
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“…There have been several studies on the use of airborne LiDAR platforms in forest areas that show accurate results (Breindenbach et al 2010;Gleason & Im 2012) with the use of Unmanned aerial vehiclesLiDAR (UAV-LiDAR) platforms (Wallace et al 2014a;Wallace et al 2014b) and even with spaceborne LiDAR platforms (Selkowitz et al 2012). However, short flight sessions and the high cost of these surveys with experienced personnel prevent continuous studies (Wallace et al 2012;Zarco-Tejada et al 2014). There have also been studies with the satellite images (Gougeon & Lecke 2006;Takahashi et al 2012) based on forest structure and the spatial resolution of the satellite images; the results are less precise but useful for large areas.…”
Section: Introductionmentioning
confidence: 99%
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“…There have been several studies on the use of airborne LiDAR platforms in forest areas that show accurate results (Breindenbach et al 2010;Gleason & Im 2012) with the use of Unmanned aerial vehiclesLiDAR (UAV-LiDAR) platforms (Wallace et al 2014a;Wallace et al 2014b) and even with spaceborne LiDAR platforms (Selkowitz et al 2012). However, short flight sessions and the high cost of these surveys with experienced personnel prevent continuous studies (Wallace et al 2012;Zarco-Tejada et al 2014). There have also been studies with the satellite images (Gougeon & Lecke 2006;Takahashi et al 2012) based on forest structure and the spatial resolution of the satellite images; the results are less precise but useful for large areas.…”
Section: Introductionmentioning
confidence: 99%
“…In recent decades, UAVs equipped with consumer-grade cameras have provided the most convenient approaches for inventory, monitoring, and modelling applications (Selkowitz et al 2012;Zarco-Tejada et al 2014). Lightweight UAV platforms (<2 kg) can fly longer than airborne LiDAR and UAV-LiDAR platforms, which helps reduce survey costs.…”
Section: Introductionmentioning
confidence: 99%
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“…The main advantages of the UAV are the low cost of acquisition [19,20], possibility of frequent monitoring [21,22], adaptability to carry various sensors, as thermal, infrared and multispectral cameras or even Lidar scanners [19,[23][24][25], the high resolution obtained [19,23,26], and the development of processing software focused on the automatic reconstruction of surfaces using the UAV data [27,28]. An example of surface reconstruction has been in forest structure [29].…”
Section: Introductionmentioning
confidence: 99%