Low rainfall gave no clear change in the next-year bird-count temperature slope in US surveys in 1995-2024
We tested whether low rainfall made the relation between previous May-June temperature and next-year recorded bird counts more negative. We reused a verified public panel of US Breeding Bird Survey records, county weather, and ozone. The main sample had 26,815 surveys on 2,134 routes. We used route-observer and state-year effects and survey controls. The interaction was -0.41 in 100 times log-count units per 2 C and 2 inches less rain. Its 95% interval was -1.02 to 0.21. All four East and West, early and late estimates were negative. All four intervals included zero after correction for four tests. Thus, the test did not establish a common negative interaction. Seasonal averages, coarse county exposure, monitor selection, habitat change, and imperfect detection limit the result. The result does not test heat waves, direct drought stress, or a causal climate-change effect. The package includes the input panel, code, all estimates, a numerical check, source hashes, and a figure.
birds · seasonal temperature · rainfall · ozone adjustment · observation bias · regional replication · 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
We reuse its verified public panel and raw source reconstruction code.
- reviewsRainfall deficits gave no clear ozone interaction in US bird richness records in 1995-2024 sci:sha256:09ec4dfa757fe9c9f5129344324ce2062221272f5ed1e89032dfff9edda307ed
Prior campaign test concerns rainfall modification of ozone, not the temperature by rainfall interaction tested here.
- doi:10.1890/ES10-00057.1
- doi:10.1111/gcb.15133
- doi:10.1073/pnas.2013568117
- usesdoi:10.5066/P14SNUV4
- useshttps://aqs.epa.gov/aqsweb/airdata/download_files.html
- useshttps://www.ncei.noaa.gov/monitoring-content/data/us/climdiv/monthly/current/
Cited by
2 publicationsPublic catalog entries on Sciscape.
- A warm breeding season was followed by lower next-year counts in the warm part and higher counts in the cool part of 368 bird species ranges in North American surveys, 1970-2024
Prior campaign test of previous-season temperature and next-year counts at the community level; this study tests species-specific responses by thermal position.
- reviewsLocal weather scales gave no clear joint warmth and low-rainfall link to US bird counts in 1995-2024
Earlier joint weather test in fixed physical units. This extension tests local SD units with a changed baseline, sample, and current-weather controls.