Evidence map›Paper›PMID 39973193›Full record

ArticleThe Journal of experimental biology2025

Integrating animal tracking and trait data to facilitate global ecological discoveries.

Roxanne S Beltran, A Marm Kilpatrick, Stephanie K Adamczak, Larissa T Beumer, Max F Czapanskiy, Sarah C Davidson, Bryan S McLean, Thomas Mueller, Allison R Payne, Carmen D Soria and 3 more

Abstract read
In one paragraph

Article in The Journal of experimental biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. From biologging to conservation: Tracking individual performance in changing environments.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  5. More social species live longer, have longer generation times and longer reproductive windows.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024
    Article
4 · The record

Corrections and comments

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

13 authors.

Roxanne S BeltranDepartment of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.ORCID 0000-0002-8520-1105
A Marm KilpatrickDepartment of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Stephanie K AdamczakDepartment of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Larissa T BeumerThe University Centre in Svalbard, Longyearbyen 9170, Svalbard, Norway.
Max F CzapanskiyInstitute of Marine Sciences, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Sarah C DavidsonDepartment of Migration, Max Planck Institute of Animal Behavior, 78315 Radolfzell, Konstanz, Germany.
Bryan S McLeanDepartment of Biology, University of North Carolina at Greensboro, Greensboro, NC 27412, USA.
Thomas MuellerSenckenberg Biodiversity and Climate Research Centre (SBiK-F), 60325 Frankfurt am Main, Germany.
Allison R PayneDepartment of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Carmen D SoriaDepartment of Spatial Sciences, Faculty of Environmental Sciences, Czech University of Life Sciences Prague, 165 00 Praha-Suchdol, Czech Republic.
Brian C WeeksSchool for Environment and Sustainability, University of Michigan, Ann Arbor, MI 48109, USA.
Terrie M WilliamsDepartment of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, CA 95064, USA.
Roberto Salguero-GómezDepartment of Biology, University of Oxford, Oxford OX1 3RB, UK.

Funding

Arnold and Mabel Beckman FoundationDavid and Lucile Packard FoundationElysea FundEuropean Union 101044740NASA 80NSSC21K1182National Science Foundation IOS 2052497Natural Environment Research Council NE/X013766/1Office of Naval ResearchUniversity of California
6 · The paper itself

Abstract

Understanding animal movement is at the core of ecology, evolution and conservation science. Big data approaches for animal tracking have facilitated impactful synthesis research on spatial biology and behavior in ecologically important and human-impacted regions. Similarly, databases of animal traits (e.g. body size, limb length, locomotion method, lifespan) have been used for a wide range of comparative questions, with emerging data being shared at the level of individuals and populations. Here, we argue that the proliferation of both types of publicly available data creates exciting opportunities to unlock new avenues of research, such as spatial planning and ecological forecasting. We assessed the feasibility of combining animal tracking and trait databases to develop and test hypotheses across geographic, temporal and biological allometric scales. We identified multiple research questions addressing performance and distribution constraints that could be answered by integrating trait and tracking data. For example, how do physiological (e.g. metabolic rates) and biomechanical traits (e.g. limb length, locomotion form) influence migration distances? We illustrate the potential of our framework with three case studies that effectively integrate trait and tracking data for comparative research. An important challenge ahead is the lack of taxonomic and spatial overlap in trait and tracking databases. We identify critical next steps for future integration of tracking and trait databases, with the most impactful being open and interlinked individual-level data. Coordinated efforts to combine trait and tracking databases will accelerate global ecological and evolutionary insights and inform conservation and management decisions in our changing world.

Indexed as

Animal MigrationEcologyAnimalsDatabases, FactualLocomotionBiologgingIntegrationMacroecologyRepositoryTracking dataTrait data

Identifiers

PMID39973193
PMCPMC11883293

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.