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unoccupied aircraft system (UAS) Camera specifications associated with each ;Distribution of sampling effort;Results from Monte Carlo ANOVA ;ANOVA model's assumptions test;ANOVA and Tukey test results from Assessment of a non-invasive approach to pregnancy diagnosis in grey whales through drone-based photogrammetry and faecal hormone analysis

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Version 2 2023-07-20, 06:39
Version 1 2023-07-06, 15:46
journal contribution
posted on 2023-07-20, 06:39 authored by A. Fernandez Ajó, E. Pirotta, K. C. Bierlich, L. Hildebrand, C. N. Bird, K. E. Hunt, C. L. Buck, L. New, D. Dillon, L.G. Torres
Camera specifications associated with each unoccupied aircraft system (UAS) used in this study. Each UAS had a barometer to record the altitude of the drone during video collection, while the Inspire 2 also had a laser altimeter (LiDAR);Distribution of sampling effort across years and individual female whales. Whale ID corresponds to each whale's unique photo-identification catalogue code held by the Marine Mammal Institute at Oregon State University and Cascadia Research Collective (Olympia, WA). The character “1” in a cell indicates that a morphometric measurement (W50) or faecal samples (fP4m) were obtained from that individual whale that year. Individuals with paired fP4m and W50 data in the same year are highlighted in grey.;Results from Monte Carlo ANOVA (80,000 replications) comparing the differences in mean Width 50% (W50) standardized by total length between different female demographic units: juvenile female (JF), lactating female (LF), and pregnant female (PF). Each point represents the difference in means and the vertical lines represent that 95% highest posterior density intervals (HPDI) between each compared group (JF-LF, PF-JF, and PF-LF). The horizontal dashed line at zero indicates no difference between the groups. We consider these differences significant if >95% of the posterior draws were above (or below) zero; JF-LF (58.2%), PF-JF (98.0%), and PF-LF (95.9%).;Plot used to assess the assumption of homoscedasticity (right). The plot shows the standardized residuals on the y-axis against the fitted values on the x-axis. If the plot exhibits a random scatter of points around a horizontal line without any strong discernible pattern, suggesting that the assumption of homoscedasticity is met. Normal Q-Q plot (left). The plot is used to check the assumption of normality of the residuals, which assumes that the residuals follow a normal distribution. The plot displays the quantiles of the standardized residuals against the quantiles of a theoretical normal distribution. The points in the plot follow the straight reference line close enough to assess that the assumption of normality is reasonably satisfied.;Table of Analysis of Variance (ANOVA) to Compare the Mean LogfP4m among Different Demographic Units (Top), and Posterior Pairwise Comparisons using Tukey's HSD Test (Bottom).

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