Applying generalised allometric regressions to predict live body mass of tropical and temperate arthropods
E. H. Sohlstroem, L. Marian, A. D. Barnes, N. F. Haneda, S. Scheu, B. C. Rall, U. Brose, M. Jochum
Abstract
1. The ecological implications of body size extend from the biology of individual organisms to ecosystem-level processes. Measuring body mass for high numbers of invertebrates can be logistically challenging, making length-mass regressions useful for predicting body mass with minimal effort. However, standardised sets of scaling relationships covering a large range in body length, taxonomic groups, and multiple geographical regions are scarce.\n\n2. We collected 6293 arthropods from 19 higher-level taxa in both temperate and tropical locations to compile a comprehensive set of linear models relating live body mass to a range of predictor variables. For each individual, we measured live weight (hereafter, body mass), body length and width, and conducted linear regressions to predict body mass using body length, body width, taxonomic group and geographic region. Additionally, we quantified prediction error when using parameters from arthropods of a different geographic region.\n\n3. Incorporating body width into taxon- and region-specific length-mass regressions yielded the highest prediction accuracy for body mass. Using regression parameters from a different geographic location increased prediction error, causing over- or underestimation of body mass depending on geographical origin and whether body width was included.\n\n4. We present a comprehensive range of parameters for predicting arthropod body mass and provide guidance for selecting optimal scaling relationships. Given the importance of body mass for functional invertebrate ecology and a paucity of adequate regressions to predict arthropod body mass from different geographical regions, our study provides a long-needed resource for quantifying live body mass in invertebrate ecology research.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Site-specific length-biomass relationships of arctic arthropod families are critical for accurate ecological inferences
T. S. L. Versluijs, M. K. Zhemchuzhnikov, … J. Reneerkens·bioRxiv·Apr 4, 2023
- Soil invertebrate biomass estimation from image-derived body area and contour length
Ajuan Zhang, Jing‐Zhong Lu, … Clement Schneider·bioRxiv·Oct 9, 2026
- Pollinator size and its consequences: Predictive allometry for pollinating insects
L. K. Kendall, R. Rader, … I. Bartomeus·bioRxiv·Aug 22, 2018
- Unlocking the potential of historical abundance datasets to study biomass change in flying insects
R. S. Kinsella, C. D. Thomas, … C. J. Macgregor·bioRxiv·Mar 31, 2020
- Accounting for body mass effects in the estimation of field metabolic rates from body acceleration
E. Byrnes, K. O. Lear, … A. C. Gleiss·bioRxiv·Jul 24, 2020
- No general relationship between mass and temperature in endothermic species
K. Riemer, R. Guralnick, E. White·bioRxiv·Sep 13, 2017