ArticleRoyal Society open science2023
Assessment of a non-invasive approach to pregnancy diagnosis in gray whales through drone-based photogrammetry and faecal hormone analysis.
Article in Royal Society open science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 13 citations in OpenAlex.
- Inferring sperm whale (Physeter macrocephalus) sex and developmental stage using aerial photogrammetry.Scientific reports · 2026Article
- Body size, nutritional state and endocrine state are associated with calving probability in a long-lived marine species.The Journal of animal ecology · 2025Article
- Closing the air gap: the use of drones for studying wildlife ecophysiology.Biological reviews of the Cambridge Philosophical Society · 2025Review
- A geometric morphometric approach for detecting different reproductive stages of a free-ranging killer whale Orcinus orca population.Scientific reports · 2025Article
- Within-sample variability of steroid and thyroid metabolite measurements in faeces of Northeast Pacific resident killer whales (Conservation physiology · 2025Article
- Article
- Variation in faecal testosterone levels in male gray whales on a foraging ground relative to maturity and timing.Conservation physiology · 2025Article
- Non-invasive methods characterise the world's largest tiger shark aggregation in Fuvahmulah, Maldives.Scientific reports · 2024Article
- Assessing variation in faecal glucocorticoid concentrations in gray whales exposed to anthropogenic stressors.Conservation physiology · 2023Article
Corrections and comments
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Authors and funding
10 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Knowledge of baleen whales' reproductive physiology is limited and requires long-term individual-based studies and innovative tools. We used 6 years of individual-level data on the Pacific Coast Feeding Group gray whales to evaluate the utility of faecal progesterone immunoassays and drone-based photogrammetry for pregnancy diagnosis. We explored the variability in faecal progesterone metabolites and body morphology relative to observed reproductive status and estimated the pregnancy probability for mature females of unknown reproductive status using normal mixture models. Individual females had higher faecal progesterone concentrations when pregnant than when presumed non-pregnant. Yet, at the population level, high overlap and variability in progesterone metabolite concentrations occurred between pregnant and non-pregnant groups, limiting this metric for accurate pregnancy diagnosis in gray whales. Alternatively, body width at 50% of the total body length (W50) correctly discriminated pregnant from non-pregnant females at individual and population levels, with high accuracy. Application of the model using W50 metric to mature females of unknown pregnancy status identified eight additional pregnancies with high confidence. Our findings highlight the utility of drone-based photogrammetry to non-invasively diagnose pregnancy in this group of gray whales, and the potential for improved data on reproductive rates for population management of baleen whales generally.
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Registered trials
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