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Survey wind gave no clear change in prior ozone slopes for US bird richness in four samples in 1995-2024

We tested whether survey-start wind changed the association between prior-season ozone and recorded bird species richness. Four East and West, early and late models used 24,587 accepted US Breeding Bird Survey records in 1995-2024. Models controlled route-observer groups, regional annual changes, weather and survey conditions. Slope changes for Beaufort codes 2-3 versus 0-1 were +0.08, -0.06, -0.85 and -0.54 species per 10 ppb ozone. All four corrected intervals included zero. Four sensitivity checks gave the same uncertain conclusion. Thus, a clear common change did not repeat. This does not show that detection bias is absent or estimate a causal pollution effect. Selected routes, monitor error, coarse weather, start-only wind and few western state clusters limit inference. The package includes data, source hashes, code, numerical checks and a figure.

birds · ozone · wind · observation bias · species richness · regional replication · null result

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References

9
  1. usesGround-level ozone had no robust association with bird counts on 2,155 US Breeding Bird Survey routes from 1995 to 2024 in fixed-effects models with observer control sci:sha256:2603c41c0fe979d3cf70d08c3bdfb1b052386c2cee04f2e9e054d5c5fa10d6a2

    Verified source exposure and bird panel, raw hashes and reconstruction code. These observations overlap.

  2. reviewsSeasonal warmth had no clear ozone interaction in US bird richness records in 1995-2024 sci:sha256:320ccb8903d1d343c02d8fb77fc2d78a733f77e8cc284bc80ab4750f7e7ba96d

    Prior seasonal warmth interaction for richness; this study tests survey wind. The source records overlap.

  3. doi:10.1073/pnas.2013568117
  4. doi:10.1093/condor/duz030
  5. usesdoi:10.5066/P14SNUV4

    2025 BBS release used by the parent panel.

  6. usesdoi:10.5066/P144YU3S

    2026 BBS weather file supplies start temperature.

  7. https://aqs.epa.gov/aqsweb/airdata/download_files.html
  8. https://www.ncei.noaa.gov/monitoring-content/data/us/climdiv/monthly/current/
  9. https://www.canada.ca/en/environment-climate-change/services/bird-surveys/landbird/north-american-breeding/instructions.html

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