ArticlePeerJ2023
Facing the infinity: tackling large samples of challenging Chironomidae (Diptera) with an integrative approach.
Article in PeerJ, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Beyond conventional pollinators: advancing diversity assessments of neglected insect taxa.Annals of the Entomological Society of America · 2026Article
- Integrative Assessment of Hong Kong Chironomidae (Diptera) Shows High Species Richness Linked to Spatial and Environmental Factors.Ecology and evolution · 2026Article
- Cryptic Diversity and Climatic Niche Divergence ofInsects · 2025Article
- Comparative Mitogenomic Analyses ofInsects · 2025Article
- Species Delimitation and Cryptic Diversity inInsects · 2025Article
- Shedding light on dark taxa: exploring a cryptic diversity of parasitoid wasps affected by artificial light at night.Scientific reports · 2025Article
- COI Insights into Diversity and Species Delimitation of Immature Stages of Non-Biting Midges (Diptera: Chironomidae).Insects · 2025Article
- Chironomidae (Diptera) of the Šventoji and Žeimena sub-basins in Lithuania.Biodiversity data journal · 2024Article
- Chironomids (Diptera) from Central European stream networks: new findings and taxonomic issues.Biodiversity data journal · 2024Article
- The InBIO Barcoding Initiative Database: DNA barcodes of Orthoptera from Portugal.Biodiversity data journal · 2024Article
- New species and a fascinating diversity of Chironomidae (Diptera, Insecta) in and around an overlooked urban vernal pool.ZooKeys · 2024Article
- The first record ofComparative cytogenetics · 2024Article
- Article
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Authors and funding
6 authors.
Funding
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Abstract
Background: Integrative taxonomy is becoming ever more significant in biodiversity research as scientists are tackling increasingly taxonomically challenging groups. Implementing a combined approach not only guarantees more accurate species identification, but also helps overcome limitations that each method presents when applied on its own. In this study, we present one application of integrative taxonomy for the highly abundant and particularly diverse fly taxon Chironomidae (Diptera). Although non-biting midges are key organisms in merolimnic systems, they are often cast aside in ecological surveys because they are very challenging to identify and extremely abundant. Methods: Here, we demonstrate one way of applying integrative methods to tackle this highly diverse taxon. We present a three-level subsampling method to drastically reduce the workload of bulk sample processing, then apply morphological and molecular identification methods in parallel to evaluate species diversity and to examine inconsistencies across methods. Results: Our results suggest that using our subsampling approach, identifying less than 10% of a sample's contents can reliably detect >90% of its diversity. However, despite reducing the processing workload drastically, the performance of our taxonomist was affected by mistakes, caused by large amounts of material. We conducted misidentifications for 9% of vouchers, which may not have been recovered had we not applied a second identification method. On the other hand, we were able to provide species information in cases where molecular methods could not, which was the case for 14% of vouchers. Therefore, we conclude that when wanting to implement non-biting midges into ecological frameworks, it is imperative to use an integrative approach.
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