研究目的
Investigating the effects of competition on the stem form and volume estimation of Norway spruce trees using terrestrial laser scanning (TLS) compared to traditional form factor equations.
研究成果
The study demonstrated that competition significantly affects stem form and volume estimation in Norway spruce trees. TLS provided more accurate volume estimates compared to traditional methods, especially at the individual tree level. The findings suggest that TLS can enhance volume estimation in forest inventories, particularly for precise examinations.
研究不足
The study was limited by the occlusion problem in TLS data acquisition, especially in dense crown regions, and the averaging of competition values over time may not accurately reflect competitive situations at specific times.
1:Experimental Design and Method Selection:
The study utilized TLS to measure the stem shape of 868 Norway spruce trees from a long-term spacing and thinning experiment in Germany. The methodology included automated stem-form estimation and comparison with traditional volume calculation methods.
2:Sample Selection and Data Sources:
Trees were selected from plots with a broad range of densities. Data included TLS measurements and manual measurements for validation.
3:List of Experimental Equipment and Materials:
RIEGL LMS-Z420i laser-scanning system, Hagl?f Vertex for height measurement, caliper for diameter measurement.
4:Experimental Procedures and Operational Workflow:
TLS data acquisition involved five scan positions per plot, with horizontal and vertical scans. Data processing included stem detection, isolation, and diameter calculation using automated methods in R.
5:Data Analysis Methods:
Generalized additive mixed models (GAMM) were used to analyze the effects of competition on stem volume, form factor, and stem taper. Accuracy of TLS measurements was evaluated against manual measurements.
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