研究目的
Investigating the use of UAV photogrammetry as a tool for the mapping of wetlands.
研究成果
The results suggest that UAV photogrammetry can significantly enhance wetland mapping and thereby enhance wetland studies and research. The UAV products which are inexpensive can be acquired relatively easily and in a short period of time with the recent technological advancements. The precision and quality of the UAV products is unparalleled comparing it to more conventional remote sensing using satellite imagery, which is mostly used for research in wetland ecosystems. The UAV data may provide the information for this gap. UAV photogrammetry may provide some of the much needed answers for hydrological and geomorphological questions and for detecting even small changes trough repetitive surveys and thereby be a tool used to do precision monitoring and planning of wetland rehabilitation interventions.
研究不足
Some of the limitations of the study include that we did not use independent GCPs for verification of the positional and height accuracy. This will be added in future studies. A hydro survey using a small unmanned Hydrobot can be added in future to enable accurate representation of the earthen dam’s bathymetry. This data can then be merged with the UAV data.
1:Experimental Design and Method Selection:
Utilized a multi-rotor UAV and a digital camera on a motion compensated gimbal mount for the survey. Structure from Motion (SfM) computer vision techniques were used to reconstruct the camera positions, terrain features and to derive ultra-high resolution point clouds, orthophotos and 3D models from the multi-view photos.
2:Sample Selection and Data Sources:
Surveyed a 100ha study area at the Kameelzynkraal farm, Gauteng Province, South Africa.
3:List of Experimental Equipment and Materials:
AKS Y-6 MKII multi-rotor UAV, Nikon D3200 digital camera, Trimble (SPS985 GNSS GPS) site positioning system, Agisoft PhotoScan Professional Version
4:1 commercial software package, Intel Xeon CPU E5-1650 v3 work station, Intel Core i5 -3210 CPU laptop. Experimental Procedures and Operational Workflow:
Flight planning, on-site preparation and data acquisition, 3D point cloud generation, editing, data classification and interpretation.
5:Data Analysis Methods:
Used PhotoScan for feature identification, matching and bundle adjustment to reconstruct the camera positions and terrain features. Quick Terrain Modeller 805 software model statistics function was used to provide information on the specifications and precision.
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