Does human disturbance affect physiological traits of Two-banded Plovers nesting on an urban beach?
Bibliographic record
Abstract
In coastal Patagonia, Argentina, shorebird breeding habitats overlap with high levels of human recreational activities, such as dog-walking and driving motorized vehicles. We assessed physiological traits related to body condition, nutritional metabolites, cellular immunity, and stress responses of adult Two-banded Plovers (Charadrius falklandicus) in northern Chubut, Patagonia, Argentina. We examined blood samples from 46 individuals captured at an urban (“disturbed” treatment, n = 28) and a rural beach (“control” treatment, n = 18) between 2016 and 2017. We studied (1) body condition by size-correcting body mass to wing-chord lengths, (2) nutritional metabolites, such as the haematocrit, glucose, and concentrations of triglycerides, cholesterol, and total proteins, (3) cellular immunity by counting total leukocytes, and the percentages of heterophils, lymphocytes, eosinophils, and monocytes, and (4) stress responses by obtaining the heterophil/lymphocyte ratio and quantifications of plasma baseline corticosterone. We determined the overall support of predictor variables: treatment, day of the year (DOY), interaction DOY × treatment, year, and sex on a multivariate assessment using MANOVA. Body condition and triglycerides decreased, and monocytes increased, during the breeding season at the control site (DOY × treatment). Body condition significantly differed by sex, with males exhibiting lower values than females. Triglycerides, cholesterol, and total leukocyte count significantly differed between years, showing higher values in 2017. The multivariate model showed the greatest variation only explanatory in DOY (n = 0.67, P < 0.001) and year (n² = 0.62, P = 0.001). Overall, birds exhibited depleted body condition and triglycerides throughout the season at the control site: a pattern likely biased by the capture date. Contrary to the disturbed site, most samples at the control site were collected from mid-to-late breeding season each year, and most birds were likely renesting. Sex differences observed for body condition suggest greater energy-costly reproduction activities for males, including territory defense and courtship behaviors. No significant differences were found in stress responses, and based on observations in the field, birds may tolerate human disturbance. Habituation was a previously suggested coping mechanism for reducing the costs of repeated exposure to non-lethal stimuli, such as human activity. Given that no treatment effects on physiological traits were observed, beyond triglycerides, our results may still help to improve the decisions of wildlife managers toward protecting beach-nesting areas by preventing impacts to nests, chicks, and pairs during their breeding season.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".