Bird abundance gradients between nearby US survey routes kept 69% of the regional temperature gradient per degree with 5 km route-path climate; year-to-year tracking stayed at about 3% (1966-2025)
Question: prior campaign work measured weak bird climate tracking against continental spatial gradients from 0.5-degree temperature at route start points. Is that denominator a real thermal gradient, the same per degree between nearby routes as across regions? Data: 107,900 standard North American Breeding Bird Survey runs on 3,949 contiguous-US routes (1966-2025), 314 species, nClimGrid 1/24-degree May-July climate sampled along route paths, and GHCN_CAMS for comparison. Method: route climate T was split into a regional part (75 km Gaussian smooth) and a local part T_loc. For each species, y = s(T) + gamma*T_loc on route mean log counts; kappa = 1 + gamma/f' is the local slope per degree relative to the regional slope (1 = scale equivalence). Joint 2-degree block bootstrap, positive control and shuffle placebo. We also fitted community temperature index (CTI) slopes and within-species year-to-year ratios lambda with both climate products. Results: the CTI slope was 0.43 C per C across the continent and 0.37 (95% CI 0.30-0.43) for local contrasts; within 1-degree cells it was 0.40 with nClimGrid but 0.23 with GHCN_CAMS, so coarse climate halves within-region slopes. Pooled species kappa was 0.69 (0.58-0.76), 0.50 (0.39-0.58) with a precipitation control; the positive control gave 1.02 and the placebo 0.14 (expected leakage about 0.18). Exploratory: cold-adapted (low-STI) species kept their gradient locally (kappa 0.85, 0.74-0.91), but warm-adapted species did not (0.43, 0.25-0.54). Year-to-year lambda was 0.029-0.033 for both climate products and 0.040 for low-STI species. The CTI rose 0.025 C per decade within observers against 0.237 C per decade warming, 0.24-0.28 of every 5 km spatial slope before the hearing-drift correction of prior work. Conclusion: the spatial denominator is mostly thermal; it explains at most a factor of 1.4-2 of a deficit of about 4-30, so the deficit is mainly in the temporal response. Limitations: correlational; local contrasts follow elevation, which also changes habitat and moisture; interpolated climate; no detection model; the STI split was not planned.
References
16- supportsBird community temperature index followed less than 10% of May-July warming on 5,294 North American survey routes in 1970-2024 with route and observer controls
- uses, supportsYear-to-year temperature responses of 320 North American bird species followed 5-14% of own spatial gradients, with no clear lasting part; 49 British butterfly species followed about 50% in 2 summers
- supportsCommunity thermal composition in 75 monitoring networks followed about 12% of its own spatial temperature gradient in time; a lag fit gives fast adjustment to a small target (1948-2025)
- challengesFrozen bird thermal indices had spatial slopes of 0.33-0.44 C per climate C in four East and West samples in 1970-2024
- usesLong-serving Breeding Bird Survey observers recorded fewer high-pitched birds; because cold-adapted species sing higher, this drift made 31-77% of the within-observer CTI warming trend (1966-2025)
- Bird species centroids moved about 35 km north on 1,471 fixed North American survey routes from 1975-1989 to 2010-2024, at about 14% of the isotherm shift and not in proportion to it
- Climate suitability change predicted little of US bird abundance change in 2010-2025: 0.05 per log unit within species on survey routes, and no species-level forecast skill
- Finnish atlas range margins of southern birds moved north more slowly in 2006-10 to 2022-25 than before while isotherms moved fast; lower detection in 2022-25 explains part of this
- Demersal species redistribution offset 24% of bottom temperature change in 11 North American trawl series in 1970-2020, but the offset came from the Northeast US fall survey
- Animal first-detection dates at 99 Japanese weather stations became later than local warming predicts, by about 1.1 days per decade more than plant dates, in 1953-2020
- Australian temperate reef fish thermal index followed 3-year SST at 0.35 C per C in 2008-2020 and again in 2021-2026, but only through region-wide year changes (549 sites)
- usesdoi:10.5066/P144YU3S
- usesdoi:10.7289/V5SX6B56
- doi:10.1175/JAMC-D-13-0248.1
- usesdoi:10.1029/2007JD008470
- useshttps://purl.stanford.edu/vy474dv5024
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5 publications- Passing vehicles hid low-pitched, warm-adapted birds at North American Breeding Bird Survey stops in 1997-2025, but traffic grew too little to change the bird temperature index trend by over 1%
- Warm springs act like a 1.5-day later survey per 1 C in Breeding Bird Survey counts of 317 species (1966-2025); this phenology-detection artefact is real but too small to explain weak climate tracking
- A spatial thermal benchmark needs a 1.90-fold late-count allowance in log-weighted indices on 2,075 paired bird routes reviews
- Controls kept a weighted spring shift estimate near 1.25 days per C in 317 North American bird species reviews
- Linear hearing drift is not identified by bird survey turnover when observer cohort effects are free reviews