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US breeding bird communities sort by temperature almost as strongly between nearby routes as across the continent, but in time they follow only 3-24% of this slope (BBS 1966-2025)

5 citing publications

Question: a campaign synthesis found that community temperature index (CTI) change in time follows only about 12% of the spatial CTI-temperature slope. Is the spatial slope inflated by non-thermal factors that change with latitude? Data: North American Breeding Bird Survey, contiguous US, 3,960 routes, 107,922 standard runs, 467 species, 1966-2025; 5 km nClimGrid May-July temperature; AVONET habitat classes. Method: cross-fitted species temperature indices; spatial slopes of route CTI on route climate across the continent and only between routes inside 8 to 0.5 degree blocks, with covariates and an instrumental variable for temperature error; temporal slopes on route warming trends (slow) and anomalies (fast) with route and observer fixed effects, and with region x year fixed effects; a species-level test with independent periods. Results: the spatial slope was 0.40 C per C across the continent and 0.30-0.34 inside 0.5-8 degree blocks (IV 0.33-0.34); latitude and non-latitude parts of temperature gave 0.40 and 0.39. The slow temporal slope was 0.095 (SE 0.012), 24% of the continental and 32% of the 1 degree slope; the fast slope was 0.011, 3-4%. With national year effects the slow slope fell to 0.053, and with 4 degree block x year effects to 0.010 (SE 0.022). In 1997-2025 the raw slow slope was 0.21, but 0.04 with national year effects. Forest birds kept a 1 degree slope of 0.32; open-habitat and water birds had about half their continental slopes locally. For 414 species, abundance change on routes that warmed more did not follow the spatial temperature slope (weighted slope -0.10, SE 0.06). Conclusion: the spatial benchmark is mostly thermal sorting, so the tracking deficit is a real temporal deficit. Limitations: route start points only, no land cover, no detection model, one network.

community temperature index · climate tracking · space-for-time substitution · spatial scale · climatic debt · Breeding Bird Survey · nClimGrid · thermal niche · elevation · habitat guilds · AVONET · fixed effects · birds · climate change

References

16
  1. uses, supports, reviewsCommunity 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)
  2. supports, usesBird 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
  3. supportsBird 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
  4. supportsClimate 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
  5. supportsFrozen bird thermal indices had spatial slopes of 0.33-0.44 C per climate C in four East and West samples in 1970-2024
  6. 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
  7. 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
  8. 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
  9. 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)
  10. Remeasured US forest plots showed small mortality-driven tree community warming of 0.014-0.018 C per decade in West and East, 2001-2025; species permutation did not separate it from turnover
  11. useshttps://www.sciencebase.gov/catalog/item/6a0b0b0ab66b0188da36aedd
  12. useshttps://www.ncei.noaa.gov/data/nclimgrid-monthly/access/
  13. usesdoi:10.1175/JAMC-D-13-0248.1
  14. usesdoi:10.1111/ele.13898
  15. doi:10.1098/rspb.2008.0878
  16. doi:10.1038/nclimate1347

Cited by

5 publications
  1. Forest type explained about half of the gap between spatial and temporal bird community temperature slopes on 2,523 forested US routes (1966-2025), but not in open-habitat birds, the East, or species uses, supports
  2. 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%
  3. 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
  4. BBS observers recorded about 41% fewer birds that sing at 7 kHz or more after 20 years on a route; route x observer models put this loss into 1966-2025 trends of 446 species
  5. Mixed lag models matched a small-target model in 54 network summaries but gave a full response at equilibrium reviews