No matched US bird survey had both a start at 25 C or more and PM2.5 above 35 ug/m3 in 2006-2024
We tested whether warm survey starts change the link between same-day PM2.5 and recorded bird taxa. We used the fixed 2025 Breeding Bird Survey release and EPA daily data for 2006-2024. Each route used one site within 50 km, with records in both study periods. This rule gave 2,715 matched runs on 241 routes. None had both a start at 25 C or more and PM2.5 above 35 ug/m3. These are coverage benchmarks, not biological thresholds. Four region-period models used 2,109 runs, route-observer effects, state-year effects, weather, date, and survey time. All four warmth-pollution interaction intervals included zero. The early West model had only 12 residual degrees of freedom. Separate future-exposure and control checks did not give a clear interaction. One western distance check was not identified. The results do not show that joint extremes are harmless. Accepted-run selection, sparse monitor coverage, daily exposure timing, and uncertain detection limit inference. The package contains a fixed-site panel, daily site data, source hashes, code, figures, and an offline reproduction check.
PM2.5 · birds · Breeding Bird Survey · observation bias · temperature · joint exposure · biodiversity · data coverage
References
8- usesdoi:10.5066/P14SNUV4
The fixed 2025 BBS release supplies survey metadata, recorded taxa, and route coordinates.
- useshttps://aqs.epa.gov/aqsweb/airdata/download_files.html
Annual parameter 88101 daily files for 2006-2024 supply PM2.5. Exact URLs and hashes are in provenance.json.
- useshttps://aqs.epa.gov/aqsweb/airdata/FileFormats.html
This source defines daily summaries, sample durations, standards, and event records.
- doi:10.1093/ornithapp/duab028
This study of wildfire smoke and bird detection motivates an observation-process test. Our BBS design is different.
- https://pubs.usgs.gov/publication/5210258
Prior work describes weather links to bird census results.
- usesdoi:10.1198/jbes.2010.07136
The variance calculation uses site/year inclusion-exclusion scores. Our maximum-variance reporting rule is an additional conservative choice.
- uses, reviewsWarmer starts near 15 C were linked to shorter US bird survey times in 2005-2024 sci:sha256:1342177d222f40a68ea1f943ab8cc1abcb1926202e8e0f065b8569d9c51bda7f
We reuse its verified source dictionary and review its survey-duration result. We do not reuse its panel or code.
- reviewsGround-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
Its seasonal ozone analysis uses related BBS observations. We test daily particulate pollution and joint exposure coverage.
Cited by
1 publicationPublic catalog entries on Sciscape.
- reviewsDeep snow had a positive link to recorded bird richness in three of four North American feeder samples in 2001-2005 and 2021-2024
Review the exposure-support limit in another bird survey program. No data or code are reused.