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Invertebrate Systematics Invertebrate Systematics Society
Systematics, phylogeny and biogeography
Invertebrate Systematics

Invertebrate Systematics

Volume 38 Number 6 2024

IS24011Image-based recognition of parasitoid wasps using advanced neural networks

Hossein Shirali 0009-0005-6884-4263, Jeremy Hübner 0009-0007-5624-8573, Robin Both, Michael Raupach 0000-0001-8299-6697, Markus Reischl 0000-0002-7780-6374, Stefan Schmidt 0000-0001-5751-8706 and Christian Pylatiuk 0000-0002-3507-7134

Flow chart of the AI-driven image recognition system for identifying the Diapriidae parasitoid wasp family.

Discovering insect diversity is crucial, as species play vital roles in ecosystems. Yet an astounding 80% of hymenopteran species remain undescribed. Our research improves species identification through an AI-driven approach. Our image recognition system focuses on the Diapriidae wasp family. Harnessing the power of neural networks and using detailed images paired with DNA data has enabled the accurate distinction of wasp genera and sex determination. This unlocks biodiversity secrets and progresses conservation and ecological understanding. (Image credit: Hossein Shirali.)

IS24020Taxonomic reassessment of Scabies (Bivalvia: Unionidae) species in China based on multilocus and mitogenomic phylogenetic analyses

Yu-Ting Dai 0009-0001-5856-3987, Zhong-Guang Chen, Cheng-Lin Hu, Peng-Fei Ning, Shan Ouyang, Xiao-Chen Huang 0000-0002-0242-3571 and Xiao-Ping Wu 0000-0002-8037-5640

Photographs of freshwater mussel specimens of Scabies longata [=Nodularia douglasiae syn. nov.] (left) and Scabies chinensis [=Nodularia nuxpersicae syn. nov.] (right).

Freshwater mussel species diagnosis is challenging due to intraspecific variation and limited morphological traits. The taxonomic status of Scabies longata and Scabies chinensis in China has long been debated, primarily owing to the absence of molecular data. Our molecular and species distribution data supported Scabies longata and Scabies chinensis as synonymous with Nodularia douglasiae and Nodularia nuxpersicae respectively. Phylogenetic analyses based on complete mitochondrial genomes elucidated relationships within Nodularia, highlighting the significance of an integrated taxonomic approach. (Image credit: Yu-Ting Dai and Shu-Ming Ma.)

IS24004Integrative taxonomy in Syllis prolifera (Annelida, Syllidae): from a unique cosmopolitan species to a complex of pseudocryptic species

Irene del Olmo 0000-0001-5448-1039, Josep Roma-Cavagliani, María del Rosario Martín-Hervás 0000-0002-9673-2673, Joachim Langeneck 0000-0003-3665-8683, Juan Lucas Cervera and Patricia Álvarez-Campos 0000-0001-9472-2378

Phylogeny ofSyllis proliferapopulations and Syllinae (left), and sampling localities of the species complex (right).

Syllis prolifera is a putative cosmopolitan species with historically synonymised reports worldwide and variability among different populations. We conducted an integrative phylogenetic assessment of this species using morphological, ecological and molecular (16S rRNA and COI) data from five western Mediterranean populations. Our analysis identified five well-supported lineages suggesting that pseudocryptic speciation may be pervasive for this species and the true diversity within Syllidae is understimated. (Image credit: Irene del Olmo.)


Pictures of third instar larvae of Nepsalus (left) and habitus (middle), and a cladogram showing phylogeny of Gatzara and Nepsalus based on mitogenomic data.

We studied the phylogeny, biogeography and larval biology of sister genera Gatzara and Nepsalus (Myrmeleontidae: Dendroleontinae). We discovered new specimens and previously unknown larvae of rare species G. jubilaea Navás, 1915, N. insolitus (Walker, 1860) and N. decorosus (Yang, 1988). Nepsalus maclachlani Badano, Zheng & Liu, sp. nov. from Sri Lanka is described based on historical collections. (Image credit: Yuchen Zheng.)


Cnemalobus spp. nov. habitat at the top of Auca Mahuida volcano in Northern Patagonia (left) and carabid beetles (right).

We elucidate the evolutionary history of carabid beetle Cnemalobus species restricted to isolated northern Patagonian Steppe volcanoes. This system exhibits high endemism, but diversification and biogeographical patterns remain poorly understood. Our analyses suggest monophyly of the new species and that past climatic conditions could have shaped the allopatry related to high elevation–low latitude. Our findings significantly enrich the evolutionary knowledge of the extra-Andean Patagonian mountain endemic biota, emphasising the crucial role of these systems in speciation. (Photograph by Sergio Roig-Juñent.)

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