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Updated: Oct 26, 2025

Automatic Image Processing to Determine the Community Size Structure of Riverine Macroinvertebrates
Published on: January 13, 2023
Assessing changes in stream macroinvertebrate communities across ecological gradients using morphological versus DNA
Filipa M S Martins1, Maria J Feio2, Miguel Porto3
1Departamento de Biologia, Faculdade de Ciências da Universidade do Porto, Porto, Portugal; CIBIO/InBio, Centro de Investigação em Biodiversidade e Recursos Genéticos, Universidade do Porto, Campus de Vairão, Vila do Conde, Portugal.
DNA metabarcoding and traditional morphotaxonomy can yield comparable biomonitoring results for freshwater macroinvertebrates. Both methods effectively identify ecological gradients and anthropogenic stressors impacting aquatic ecosystems.
Area of Science:
- Ecology
- Environmental Science
- Molecular Biology
Background:
- Freshwater macroinvertebrates are key bioindicators for assessing ecosystem health.
- Traditional morphotaxonomy is widely used but can be labor-intensive.
- DNA metabarcoding offers a potentially more efficient alternative for biomonitoring.
Purpose of the Study:
- To compare the effectiveness of DNA metabarcoding and morphotaxonomy in biomonitoring.
- To test if both methods detect similar ecological gradients and drivers of community change.
- To assess the potential for intercalibration between metabarcoding and morphotaxonomy.
Main Methods:
- Compared morphotaxonomic identification (family level) with DNA metabarcoding (single/multiple markers).
- Analyzed macroinvertebrates from 80 streams in Portugal under a biomonitoring program.
- Assessed community sensitivity to disturbance using the IASPT index and correlated spatial variations.
Main Results:
- Metabarcoding identified fewer families but showed comparable community sensitivities to disturbance (IASPT index).
- Spatial patterns in community metrics and influencing factors were significantly correlated between methods.
- A consistent dominant gradient of community change was detected, with similar anthropogenic stressors identified by both approaches.
Conclusions:
- Morphotaxonomy and DNA metabarcoding can yield consistent spatial patterns of community variation and drivers.
- Results support the hypothesis that both methods can detect similar ecological gradients.
- DNA metabarcoding is a promising tool for freshwater biomonitoring, with potential for intercalibration with traditional methods.
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