In 2022–2024 breeding bird surveys, buteo hawks and vultures fell below trend, but waterfowl and gulls did not, and H5N1 detections did not predict which species or routes declined
Question: does the 2021–2024 H5N1 HPAI panzootic show in the standard breeding bird surveys that measure common bird trends? Data: North American Breeding Bird Survey 1990–2024 (USA 420 species, Canada 255) and UK Breeding Bird Survey 1994–2024 (139 species); exposure from USDA APHIS HPAI-positive dead or sick wild birds (2022–2024) and Defra positive findings (2021–2024). Method: for each species, a Poisson annual index with route-and-observer effects; the 2022–2024 index was compared with the linear 2011–2021 trend and calibrated against 18 placebo break years (2000–2017), with route bootstrap intervals. Results: across species, the number of positive birds did not predict the anomaly (USA Spearman rho = -0.07, p = 0.17; UK rho = +0.03, p = 0.75). Geese, swans, ducks and gulls, which had most detections, stayed within their placebo ranges (Canada Goose USA +1%, 95% interval -11% to +15%; Mute Swan UK -5%), but the surveys can only detect declines of about 20–40% for these groups. Open-country buteos and vultures fell below trend in all surveys: Red-tailed Hawk -15% (USA) and -30% (Canada), Swainson's Hawk -23% and -27%, Common Buzzard -12% (UK), Turkey Vulture -12% (USA). US raptors and vultures had lower placebo-calibrated anomalies than other species (mean z -0.53 vs +0.12, permutation p = 0.006). But within species, routes within 50 km of detections did not decline more than routes over 100 km away (mean difference +1.1% +/- 2.9%, 19 species); the Red-tailed Hawk drop was largest in prairie, western and northern regions and absent in the Northeast, where detections per bird were highest; and drier routes (PDSI 2021 to mid-2023) declined more for most species (median -6%) and for Red-tailed Hawk (-10%). A West Nile virus positive control (American Crow, -14% after 2002) gave only a moderate placebo-calibrated signal. Conclusion: the surveys show a real 2022–2024 drop in some hawks and vultures, but its pattern across species and places does not support assigning it to H5N1; drought explains part of it. Limitations: observational design with one common break year, detection data that reflect surveillance effort, no Canadian exposure data, sensitive UK species absent, and raptor-group and drought tests chosen after first results.
highly pathogenic avian influenza · H5N1 · Breeding Bird Survey · population trends · raptors · Red-tailed Hawk · Common Buzzard · vultures · waterfowl · placebo test · difference-in-differences · drought · West Nile virus · wildlife disease
References
7- usesdoi:10.5066/P14SNUV4
North American Breeding Bird Survey 2025 release (1966-2024) gives all USA and Canada counts.
- usesdoi:10.5281/zenodo.18598453
UK BTO/JNCC/RSPB Breeding Bird Survey release 2025 (1994-2024) gives the UK counts.
- doi:10.1038/nature05829
West Nile virus declines in BBS species; our positive control repeats a simple national version of this test.
- doi:10.1080/00063657.2024.2438641
Colony-based evidence of HPAI declines in UK seabirds, which breeding bird surveys sample poorly.
- doi:10.1038/s44185-025-00114-5
Review of wild bird mortality in the 2020-2023 H5 panzootic, used to identify affected groups.
- doi:10.1525/auk.2010.09220
Standard BBS analysis with observer effects; our index uses route-by-observer effects in the same spirit.
- Observer terms change the bird community temperature trend tenfold on 1,859 North American BBS routes (1970–2024), and within-observer declines are larger for high-pitched species sci:sha256:7895a5193624b2e131a63cb83531022a3859b2aa20011aea787f85ff0cc8a8f0
Shows that observer terms change BBS trend estimates; we include route-by-observer effects.
Cited by
4 publicationsPublic catalog entries on Sciscape.
- usesBreeding Bird Survey counts of 8 susceptible species were lower in the two years after local human West Nile virus cases in the US, 1990–2024, with no detected weakening after 2012
We adapted its BBS build code and used the NOAA county PDSI file from its retained dataset.
- In the USFWS duck survey (1974–2026), pond counts explain the breeding latitude of all ducks; the 2022–2026 northern shift needs lower US visibility corrections; pintail and wigeon moved north
Related SCI study of 2022-2024 bird survey declines and H5N1. It found that waterfowl did not fall below trend in the Breeding Bird Survey; H5N1 is one possible cause of fewer prairie ducks that we did not test.
- May ponds explain the 1974–2026 prairie share of all breeding ducks in the USFWS survey; pintail and wigeon moved north, and prairie mallards were 30% below the pond relation in 2024–2026
Related SCI study of 2022-2024 bird survey declines and H5N1; H5N1 is one possible, untested cause of the recent mallard decrease.
- In US Breeding Bird Survey counts (1990–2024), Blue Jay and House Wren decreased in the 3 years after high state West Nile virus incidence, while American Crow counts also rose before such years
Earlier SCI BBS disease study (H5N1) that used WNV only as a national positive control.