Table 3.
Statistical outputs and performance parameters for segmented regression analysis modelling relationships between the precision of estimated means and sampling intensity (number of random samples/sampling grid). Response variables include Asiatic Garden beetle, Maladera formosae Brenske, larvae/0.25 m2 (larval density), plant height (cm), root rating (1-5 nominal scale), above-ground biomass (g), and below-ground biomass (g). Breakpoint estimates represent the sampling intensity where diminishing returns in precision accrue with additional sampling effort. Precision was calculated as the average variance among the means estimated by 50 random draws at each level of sampling intensity (n = 1–63 or 1–47). True means represent estimates provided by sampling all cells in the 64- or 48-cell grid. Total area = 0.2 or 0.15 ha.
Field | Sampling Method |
Response Variable | True Mean (± SE) |
Precision Breakpoint (± SE) |
df | t | P | R 2 |
---|---|---|---|---|---|---|---|---|
1 | Cup-cutter | Larval Density | 13.0 ± 2.7 | 5.2 ± 0.2 | 59 | −12.4 | <0.001 | 0.91 |
2 | Cup-cutter | Larval Density | 5.5 ± 1.8 | 4.1 ± 0.2 | 59 | −11.7 | <0.001 | 0.89 |
1 | Cup-cutter | Plant Height | 14.0 ± 0.5 | 5.3 ± 0.2 | 59 | −14.3 | <0.001 | 0.94 |
2 | Cup-cutter | Plant Height | 16.3 ± 0.4 | 5.7 ± 0.3 | 59 | −11.4 | <0.001 | 0.93 |
1 | Cup-cutter | Root Rating | 1.3 ± 0.1 | 6.4 ± 0.2 | 59 | −14.9 | <0.001 | 0.94 |
2 | Cup-cutter | Root Rating | 1.0 ± 0.0 | 4.1 ± 0.3 | 59 | −7.4 | <0.001 | 0.76 |
2 | Quadrat | Larval Density | 0.8 ± 0.2 | 11.5 ± 1.6 | 59 | −4.7 | <0.001 | 0.63 |
3 | Quadrat | Larval Density | 3.6 ± 0.3 | 3.6 ± 0.1 | 43 | −15.2 | <0.001 | 0.97 |
2 | Quadrat | Above-ground Biomass | 29.0 ± 2.7 | 4.3 ± 0.2 | 59 | −13.3 | <0.001 | 0.93 |
3 | Quadrat | Above-ground Biomass | 51.7 ± 3.4 | 4.9 ± 0.1 | 43 | −16.6 | <0.001 | 0.97 |
2 | Quadrat | Below-ground Biomass | 26.3 ± 3.0 | 4.1 ± 0.2 | 59 | −13.9 | <0.001 | 0.92 |
3 | Quadrat | Below-ground Biomass | 84.1 ± 7.6 | 5.2 ± 0.2 | 43 | −12.6 | <0.001 | 0.94 |