ArticleCladistics : the international journal of the Willi Hennig Society2025
"Dark taxonomy": A new protocol for overcoming the taxonomic impediments for dark taxa and broadening the taxon base for biodiversity assessment.
Article in Cladistics : the international journal of the Willi Hennig Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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11 citing papers in PubMed.
- Species identification, discovery, and biomonitoring: Strategic priorities for DNA barcoding in Europe, set in a global context.Bioscience · 2026Article
- Prospects for Complete DNA Barcode Coverage of the New Zealand Insect Fauna.Journal of the Royal Society of New Zealand · 2026Article
- Comparison of Environmental DNA and Bulk DNA Metabarcoding for Assessing Terrestrial Arthropod Diversity Across Three Habitat Types on Guam.Molecular ecology resources · 2026Article
- Systematic Assessment of the Impact of Targeted Selection Methods and Environment-Mimicking Culture Conditions on Fungal Natural Product Libraries.Journal of natural products · 2026Article
- Urban Filter vs. Natural Refuge: Divergent Diptera Community Assembly Mechanisms-Evidence from Beijing, China.Biology · 2026Article
- Balancing Barcoding and Genomics: gDNA Quality in Insect Vouchers After HotSHOT DNA Extraction.Molecular ecology resources · 2026Article
- Article
- Large-Scale Integrative Taxonomy of the Smallest Insects Reveals Astonishing Temperate Diversity (Hymenoptera: Chalcidoidea: Mymaridae).Molecular ecology · 2025Article
- Unknown Germany - An integrative biodiversity discovery program.npj biodiversity · 2025Review
- StrataSeq: A Workflow for Rapid Development of Molecular Databases for Hard-To-Identify Species.Ecology and evolution · 2025Article
- Towards holistic insect monitoring: species discovery, description, identification and traits for all insects.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Review
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8 authors.
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Abstract
We are entering the sixth mass extinction with little data for "dark taxa", although they comprise most species. Much of the neglect is due to the fact that conventional taxonomic methods struggle with handling thousands of specimens belonging to hundreds of species. We thus here propose a new strategy that we call "dark taxonomy". It addresses (i) taxonomic impediments, (ii) the lack of biodiversity baselines and (iii) the low impact of revisionary research. Taxonomic impediments are reduced by carrying out revisions at small geographic scales to keep the number of specimens low. The risk of taxonomic error is reduced by delimiting species based on two types of data. We furthermore show that dark taxonomy can yield important biodiversity baseline data by using samples obtained with biomonitoring traps. Lastly, we argue that the impact of revisionary research can be improved by publishing two papers addressing different readerships. The principles of dark taxonomy are illustrated by our taxonomic treatment of Singapore's fungus gnats (Mycetophilidae) based only on Malaise trap samples. We show that a first batch of specimens (N = 1454) contains 120 species, of which 115 are new to science, thus reducing taxonomic impediments by increasing the number of described Oriental species by 25%. Species delimitation started with using DNA barcodes to estimate the number of Molecular Operational Taxonomic Units (MOTUs) before "LIT" (Large-scale Integrative Taxonomy) was used to obtain the species boundaries for the 120 species by integrating morphological and molecular data. To test the taxonomic completeness of the revision, we next analysed a second batch of 1493 specimens and found that >97% belonged to the 120 species delimited based on the first batch. Indeed, the second batch only contained 18 new and rare MOTUs, i.e. our study suggests that a single revision can simultaneously yield the names for all important species and relevant biodiversity baseline data. Overall, we believe that "dark taxonomy" can quickly ready a large unknown taxon for biomonitoring.
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