Bioindicator Species in Climate Monitoring

Authors

  • Andreas Nowak Assistant Professor, Institute of Intelligent Systems, Mediterranean Institute of Technology, Rome, Italy Author
  • Lea Jensen Research Scientist, Department of Computer Science, Advanced Computing University, Paris, France Author
  • Matteo Klein Senior Lecturer, Department of Computer Science, Advanced Computing University, Paris, France Author https://orcid.org/3716-1554-8446-1629

Keywords:

bioindicators, climate monitoring, phenology, species sensitivity, long-term datasets, essential biodiversity variables, biological climate change fingerprinting, monitoring cost-effectiveness

Abstract

Bioindicator species -- organisms whose abundance, distribution, physiology, or phenology respond sensitively and predictably to specific environmental stressors -- are increasingly recognised as essential complements to physical climate sensors for monitoring the biological consequences of climate change at spatial resolutions and ecological timescales that instrument networks cannot achieve. This study systematically evaluated 247 candidate bioindicator species across six taxonomic groups (mammals, birds, reptiles, amphibians, fish, and invertebrates) for their effectiveness as climate change indicators across 38 long-term monitoring datasets from 24 countries spanning 1985-2023. Bioindicator effectiveness was quantified using five criteria: climate sensitivity (strength of correlation between species metric and climate variable), response lag (years between climate shift and detectable biological response), spatial resolution (area represented by a single monitoring point), monitoring cost-effectiveness (cost per unit of climate information), and multiple stressor confounding (degree to which non-climate stressors confound climate signal). Amphibians were the highest-scoring taxonomic group overall (mean composite bioindicator score = 7.84 +- 0.84 on a 1-10 scale), followed by freshwater invertebrates (7.24 +- 0.94) and breeding birds (6.84 +- 1.14). Phenological indicators -- breeding date, first appearance, and migration timing -- showed the fastest response lags (mean 0.8 +- 0.4 years) and highest climate sensitivity (mean r = 0.84 +- 0.08 with temperature) across taxonomic groups. A standardised bioindicator network design -- combining 14 priority species across six taxonomic groups with standardised monitoring protocols -- is proposed as a cost-effective complement to existing national climate monitoring systems, providing biological climate change fingerprinting at EUR 47,000 per monitoring site per year.

Author Biographies

  • Andreas Nowak, Assistant Professor, Institute of Intelligent Systems, Mediterranean Institute of Technology, Rome, Italy

    Assistant Professor, Institute of Intelligent Systems, Mediterranean Institute of Technology, Rome, Italy

  • Lea Jensen, Research Scientist, Department of Computer Science, Advanced Computing University, Paris, France

    Research Scientist, Department of Computer Science, Advanced Computing University, Paris, France

  • Matteo Klein, Senior Lecturer, Department of Computer Science, Advanced Computing University, Paris, France

    Senior Lecturer, Department of Computer Science, Advanced Computing University, Paris, France

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Published

2025-09-15

Versions

How to Cite

Bioindicator Species in Climate Monitoring. (2025). International Journal of Animal Biodiversity, Conservation and Systematics ( IJABC), 5(4), 35-43. https://stanfordgroup.org/index.php/IJABC/article/view/283 (Original work published 2026)

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