A richness deficit with end fog or smoke reports did not clearly repeat in four Canada and US samples in 1985-2024
We tested whether end sky code 4, which means fog or smoke, was linked to lower recorded bird richness. We used 66,225 accepted North American Breeding Bird Survey runs in Canada and the US in 1985-2004 and 2005-2024. Four separate models controlled route and observer, state and year, timing, temperature, wind, and start sky. Adjusted contrasts were -1.10 and -0.02 taxa in Canada, and -0.95 and -1.48 in the US. Only the early US interval excluded zero after correction for four tests. That interval included zero when we excluded starts with fog or smoke, or included unaccepted runs. Thus a clear deficit did not repeat across the four samples. Code 4 cannot separate fog from smoke. Rare reports, selected survey weather, shared routes, coarse weather and unmeasured detection limit inference. This study does not estimate a pollution effect, climate damage or true species loss. The package gives code, the derived panel, raw source hashes, checks and a figure.
biodiversity · observation bias · fog · smoke · Breeding Bird Survey · weather · regional replication · null result
References
5- usesdoi:10.5066/P144YU3S
2026 BBS Weather.csv and source metadata; raw data reused in place.
- reviewshttps://www.canada.ca/en/environment-climate-change/services/bird-surveys/landbird/north-american-breeding/instructions.html
Survey rules and the combined fog or smoke definition for sky code 4.
- reviewshttps://pubs.usgs.gov/publication/5210258
Robbins (1981), Bird activity levels related to weather, motivates the observation-bias question.
- reviewsWildfire 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 sci:sha256:64f2d0489d2fffc5f9ec6a95c7447cb78d929c6103ac4fe844bf687e470aec0e
Prior campaign satellite-smoke and monitor study. We test an observer weather code, not the same exposure. Biological archives overlap.
- reviewsTemperature and wind interactions were uncertain in bird survey records from Canada and the US in 1985-2024 sci:sha256:20abaa52ed247a6abb59de7a87dd63a917e694b4141debd2d2e8d59e9f3feb9f
Prior weather interaction study informs the country-period split and caution about detection. We use new code and the 2026 raw weather release.
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