Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
2 · The registry
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what money
Authors and funding
14 authors.
Patrice PottierEvolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales, Australia. patrice.pottier37@gmail.com.ORCID 0000-0003-2106-6597
Rachel R Y OhGerman Centre for Integrative Biodiversity Research, Halle-Jena-Leipzig, Leipzig, Germany.ORCID 0000-0003-2716-7727
Pietro PolloEvolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales, Australia.ORCID 0000-0001-6555-5400
A Nayelli Rivera-VillanuevaCentre for Biodiversity and Conservation Science, The University of Queensland, Brisbane, Queensland, Australia.ORCID 0000-0002-9190-4317
Yefeng YangEvolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales, Australia.ORCID 0000-0002-8610-4016
Sarah VaronDepartment of Biology, University of Florida, Gainesville, Florida, USA.
Ana V LongoDepartment of Biology, University of Florida, Gainesville, Florida, USA.ORCID 0000-0002-5112-1246
Samantha BurkeEvolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales, Australia.ORCID 0000-0001-6902-974X
José O ValdebenitoDepartamento de Zoología, Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, Concepción, Chile.ORCID 0000-0002-6709-6305
Tatsuya AmanoCentre for Biodiversity and Conservation Science, The University of Queensland, Brisbane, Queensland, Australia.ORCID 0000-0001-6576-3410
Szymon M DrobniakEvolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales, Australia.ORCID 0000-0001-8101-6247
Shinichi NakagawaEvolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, The University of New South Wales, Sydney, New South Wales, Australia.ORCID 0000-0002-7765-5182
Natalie ClaunchDepartment of Biology, University of Florida, Gainesville, Florida, USA. nat.claunch@gmail.com.ORCID 0000-0003-3144-4192
Funding
Department of Education and Training | Australian Research Council (ARC) DE180100202Department of Education and Training | Australian Research Council (ARC) DP230101248Department of Education and Training | Australian Research Council (ARC) FT180100354Department of Education and Training | Australian Research Council (ARC) FT220100276Deutsche Forschungsgemeinschaft (German Research Foundation) DFG-FZT 118, 202548816Fondo Nacional de Desarrollo Científico y Tecnológico (National Fund for Scientific and Technological Development) 3220722National Science Foundation (NSF) 2109663National Science Foundation (NSF) IOS-2011278University of New South Wales (UNSW Australia) Scientia PhD scholarshipUniversity of New South Wales (UNSW Australia) Scientia PhD ScholarshipWenner-Gren Foundation (Wenner-Gren Foundation for Anthropological Research, Inc.) UPD2024-0239
6 · The paper itself
Abstract
Thermal traits are crucial to our understanding of the ecology and physiology of ectothermic animals. While rising global temperatures have increasingly pushed research towards the study of upper thermal limits, lower thermal limits and thermal preferences are essential for defining the thermal niche of ectotherms. Through a systematic review of the literature in seven languages, we expanded an existing database of amphibian heat tolerance by adding 1,009 estimates of cold tolerance and 816 estimates of thermal preference across 375 species. AmphiTherm is a comprehensive and reproducible database that contains 4,899 thermal trait estimates from a diverse sample of 659 species (~7.5% of all described amphibians) spanning 38 families. Despite its broad geographic coverage, we report evident gaps across amphibian biodiversity hotspots in Africa, most regions of Asia, central South America, and Western Australia. By providing a more holistic understanding of amphibian thermal tolerance and preferences, AmphiTherm is a valuable resource for advancing research in evolutionary biology, ecophysiology, and biogeography of amphibians, offering insights that are increasingly needed in changing climates.
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.
AmphiTherm: a comprehensive database of amphibian thermal tolerance and preference. · full record | Socratic