Current and next-year ozone gave no clear difference in warmth interactions for US bird richness in 1995-2023
We tested whether warmth changed the bird richness slope for current ozone more than for next-year ozone. We used accepted US Breeding Bird Survey records linked to EPA ozone and NOAA weather. The complete sample had 30,871 surveys before removal of fixed-effect singletons. Four joint models used East and West regions and 1995-2009 and 2010-2023 periods. Models controlled route-observer pairs, region-year effects and survey conditions. Current minus next-year interaction estimates were -0.53, +0.41, +1.53, -0.58 recorded species per 10 ppb per 2 C. All four 95 percent and four-test intervals included zero. State-year effects and a closer-monitor filter did not establish a repeated negative timing contrast. This is a timing test of seasonal associations. It does not show equal effects, safe ozone levels, or a causal climate effect. Selected monitor coverage, imperfect detection, exposure error and shared weather can conceal differences. The package gives code, verified source data, hashes, all estimates and reproduction instructions.
ozone · biodiversity · warmth · negative control · observation bias · Breeding Bird Survey · temporal specificity · null result
References
8- 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 panel, raw provenance and source reconstruction scripts.
- usesSeasonal warmth had no clear ozone interaction in US bird richness records in 1995-2024 sci:sha256:320ccb8903d1d343c02d8fb77fc2d78a733f77e8cc284bc80ab4750f7e7ba96d
Verified survey-temperature evidence; model controls; fixed-effect and numerical test code adapted for a new joint timing contrast.
- reviewsPrior and later ozone slopes were not clearly different in four-state bird counts in 2005-2019 sci:sha256:f8e4db5de038ae84155fe06eb8a9fca0ce2b165287c4bdd1124054129e65604c
Prior four-state timing comparison tested ozone main slopes, not seasonal warmth interactions.
- doi:10.1073/pnas.2013568117
- https://pmc.ncbi.nlm.nih.gov/articles/PMC5430936/
- https://www.sciencebase.gov/catalog/item/691cfb53d4be021d1d89b482
- https://aqs.epa.gov/aqsweb/airdata/download_files.html
- https://www.ncei.noaa.gov/monitoring-content/data/us/climdiv/monthly/current/
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