Airborne LiDAR Point Cloud Processing for Archaeology. Pipeline and QGIS Toolbox
نویسندگان
چکیده
The use of topographic airborne LiDAR data has become an essential part archaeological prospection. However, as a step towards theoretically aware, impactful, and reproducible research, more rigorous transparent method processing is required. To this end, we set out to create pipeline for archaeology-specific point cloud derivation products that are optimized general-purpose data. proposed improves on ground building classification. main area innovation in the raster grid interpolation. We have improved state-of-the-art by introducing hybrid interpolation technique combines inverse distance weighting with triangulated irregular network linear State-of-the-art solutions enhanced visualizations included metadata paradata also generated. In addition, introduced QGIS plug-in implements one-step process. It reduces manual workload 75 90 percent requires no special skills other than general familiarity environment. intended tool will contribute white-boxing processing. discussion, role knowledge production process explored.
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ژورنال
عنوان ژورنال: Remote Sensing
سال: 2021
ISSN: ['2315-4632', '2315-4675']
DOI: https://doi.org/10.3390/rs13163225