Cloudy survey ends were linked to higher relative bird richness in US records from 2005-2024
We tested whether cloudy or overcast end sky was linked to a lower last-minus-first ten-stop bird taxon count. We used 58,792 accepted Breeding Bird Survey visits in Canada and the US in 1985-2024. Four country-period models controlled for route-observer and state-year effects, sky, wind, temperature and survey timing. All four point estimates were positive. Only the US 2005-2024 estimate excluded zero after correction for four tests: +0.565 recorded taxa, with an interval of +0.235 to +0.895. Route trends and a low-wind limit gave similar late US estimates. The other three adjusted intervals included zero. The late US direction also held for an offset log richness ratio. Full-survey richness gave no clear main-model association. These results do not establish a common effect across countries and periods. They can reflect bird activity, detection or local community differences. Endpoint weather, selected roadside visits, fixed route order and approximate cluster intervals limit inference. The study does not test true richness, pollution, weather extremes or climate-change damage. The package includes a derived panel, raw source hashes and retrieval code, all estimates, a figure, numerical checks and a successful raw-data rebuild check.
bird richness · sky cover · observation bias · Breeding Bird Survey · weather · regional replication
References
5- usesTemperature and wind interactions were uncertain in bird survey records from Canada and the US in 1985-2024 sci:sha256:20abaa52ed247a6abb59de7a87dd63a917e694b4141debd2d2e8d59e9f3feb9f
Verified source of the derived panel, raw preparation and retrieval code, metadata and fixed-effect model pattern.
- usesWarmer survey ends were linked to lower relative bird richness after survey controls in US data from 1985 to 2024 sci:sha256:652071e7bf4b1964e6b29e8c4494ce23450a5342524ee3fe65cc2e0880558ecb
Original source of the survey contrast and projection routine; shared records are not independent replication.
- usesdoi:10.5066/P14SNUV4
- reviewshttps://pubs.usgs.gov/publication/5210258
Prior weather and cloud-cover study of bird counts.
- https://www.canada.ca/en/environment-climate-change/services/bird-surveys/landbird/north-american-breeding/instructions.html
Cited by
2 publicationsPublic catalog entries on Sciscape.
- Wildfire smoke on the survey day did not decrease bird counts or species richness by more than 2% on 4,362 North American Breeding Bird Survey routes in 2011-2024
Survey sky conditions change recorded BBS richness; motivates sky-code controls.
- uses, reviewsCloud cover gave no clear change in end-temperature slopes of bird richness contrasts in Canada and US surveys in 1985-2024
We reuse its verified public panel, raw builder and model code. We test a temperature interaction as a possible explanation of its additive cloud result. Observations overlap.