研究目的
To assess the benefit of using tri-stereo images instead of stereo pairs and the impact of different viewing angles and topography on the accuracy of canopy height models (CHMs) derived from Pléiades stereo imagery over forested mountain areas.
研究成果
The results show that the differences between tri-stereo and stereo matching are rather small in terms of accuracy and completeness of the CHM/nDSMs. A small angle of convergence does not constitute a major limiting factor, but a large across-track angle considerably reduces the quality of Pléiades CHMs/nDSMs.
研究不足
The study is limited by the time gap between the acquisition of the reference data and the Pléiades images, which may introduce spurious CHM differences due to temporal vegetational changes. Additionally, the ability to accurately measure points between trees heavily depends on the GSD, the base length of stereo images, dominating tree heights, and the density of the forest.
1:Experimental Design and Method Selection:
The study involved acquiring new Pléiades data over a study site in Canton Ticino (Switzerland) and comparing the accuracies of CHMs from Pléiades tri-stereo and from each stereo pair combination. The investigation was also performed on different viewing angles over a study area near Ljubljana (Slovenia), where three stereo pairs were acquired at one-day offsets.
2:Sample Selection and Data Sources:
The study areas were selected for their topographic characteristics and forest coverage. Reference data included CHMs from aerial image matching and airborne laser scanning.
3:List of Experimental Equipment and Materials:
Pléiades stereo imagery, aerial images, airborne laser scanning data, and digital terrain models were used.
4:Experimental Procedures and Operational Workflow:
The workflow included image orientation refinement, dense image matching, DSM generation, and accuracy assessment.
5:Data Analysis Methods:
The accuracy of the derived products was assessed by considering the quality of the image orientation, the vertical accuracies of the Pléiades DSMs, and the correlation between the Pléiades CHM errors and the canopy height itself.
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