cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/q8uakf
title: Checklist of the Bulgarian Bruchinae (Coleoptera: Chrysomelidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Stojanova, Anelia, György, Zoltán (2011): Checklist of the Bulgarian Bruchinae (Coleoptera: Chrysomelidae). ZooNotes 25 (25): 1-7, DOI: 10.5281/zenodo.8301861Abstract. Checklist of Bulgarian Bruchinae (Coleoptera: Chrysomelidae) based on published data till 2011 is presented. Eighty-five species belonging to nine genera are listed.
DOI: 10.5281/zenodo.17635568
title: SoVI Algorithm and MATLAB Implementation Manual: Analysis Using Canada Census 2016 / 2021 Data

description: This repository presents a Social Vulnerability Index (SoVI) implementation for Canada, providing a practical guide and MATLAB-based workflow for assessing community-level social vulnerability to environmental hazards and disasters. The repository outlines the SoVI algorithm, data requirements, and key methodological considerations, enabling users to analyze and map spatial patterns of social vulnerability.

The analysis uses data from the 2016 and 2021 Canadian Censuses to examine socioeconomic inequality at the Forward Sortation Area (FSA) level. A total of 1,626 FSAs common to both datasets are analyzed. This resource is intended for graduate students, researchers, and practitioners working in social vulnerability analysis, disaster risk reduction, and urban studies.
DOI: 10.5281/zenodo.17635567
title: SoVI Algorithm and MATLAB Implementation Manual: Analysis Using Canada Census 2016 / 2021 Data

description: This repository presents a Social Vulnerability Index (SoVI) implementation for Canada, providing a practical guide and MATLAB-based workflow for assessing community-level social vulnerability to environmental hazards and disasters. The repository outlines the SoVI algorithm, data requirements, and key methodological considerations, enabling users to analyze and map spatial patterns of social vulnerability.

The analysis uses data from the 2016 and 2021 Canadian Censuses to examine socioeconomic inequality at the Forward Sortation Area (FSA) level. A total of 1,626 FSAs common to both datasets are analyzed. This resource is intended for graduate students, researchers, and practitioners working in social vulnerability analysis, disaster risk reduction, and urban studies.
DOI: 10.15468/dl.gvqy3z
title: Occurrence Download

description: A dataset containing 2487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is JPN.41_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Asterales",
 "Year 2018-2023"
 ]
}

 The dataset includes 2487 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067430-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bub26
title: Occurrence Download

description: A dataset containing 14213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is GBR.1.36_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Asterales",
 "Year 2018-2023"
 ]
}

 The dataset includes 14213 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067431-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/m29vg8
title: Disintegration of the genus Prosopis L. (Leguminosae, Caesalpinioideae, mimosoid clade)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hughes, Colin E., Ringelberg, Jens J., Lewis, Gwilym P., Catalano, Santiago A. (2022): Disintegration of the genus Prosopis L. (Leguminosae, Caesalpinioideae, mimosoid clade). PhytoKeys 205: 147-189, DOI: http://dx.doi.org/10.3897/phytokeys.205.75379, URL: http://dx.doi.org/10.3897/phytokeys.205.75379
DOI: 10.15468/dl.p3xe6w
title: Occurrence Download

description: A dataset containing 8807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is NZL.18_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Asterales",
 "Year 2018-2023"
 ]
}

 The dataset includes 8807 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067432-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/tcx7jf
title: Flora Helvetica - Plantaginaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Plantaginaceae. In: Flora Helvetica. Bern: Haupt Verlag: 882-922, ISBN: 978-3-258-08047-5
DOI: 10.15468/yiy2xv
title: Pheidole in the New World. A dominant, hyperdiverse ant genus.

description: This dataset contains the digitized treatments in Plazi based on the original book / thesis / monograph Wilson, E. O. (2003): Pheidole in the New World. A dominant, hyperdiverse ant genus. Cambridge, MA, USA: Harvard University Press, URL: http://atbi.biosci.ohio-state.edu/HymOnline/reference-full.html?id=20017
DOI: 10.5281/zenodo.18071814
title: Desing and application of a dissolution-permeation apparatus with scalable surface area and controllable hydrodynamic conditions at the membrane interface - dataset

description: Dataset for the currently submitted, not yet accepted article titled:Design and application of a dissolution-permeation apparatus with a scalable surfacearea and controllable hydrodynamic conditions at the membrane interface.

This work was supported by the Technology Agency of the Czech Republic (TA ČR) under the registration number TQ03000729.
DOI: 10.5281/zenodo.18071815
title: Desing and application of a dissolution-permeation apparatus with scalable surface area and controllable hydrodynamic conditions at the membrane interface - dataset

description: Dataset for the currently submitted, not yet accepted article titled:Design and application of a dissolution-permeation apparatus with a scalable surfacearea and controllable hydrodynamic conditions at the membrane interface.

This work was supported by the Technology Agency of the Czech Republic (TA ČR) under the registration number TQ03000729.
DOI: 10.34740/kaggle/dsv/14314947
title: Berita UII
DOI: 10.15468/hyffcx
title: The Vetigastropoda (Mollusca) of Walters Shoal, with descriptions of two new genera and thirty new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Herbert, David G. (2024): The Vetigastropoda (Mollusca) of Walters Shoal, with descriptions of two new genera and thirty new species. European Journal of Taxonomy 923: 1-119, DOI: 10.5852/ejt.2024.923.2445, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/2445/10835Abstract. The vetigastropod material collected on Walters Shoal during Cruise MD208 of the Tropical Deep-Sea Benthos programme is documented. In total, 50 species were obtained, 30 of which are new and apparently endemic to the seamount. Of the other 20 species, eight are regionally endemic to the south-western Indian Ocean, 11 are more widely distributed in the Indo-West Pacific and one is possibly of deep-water Atlantic origin. The primary affinities of the fauna are with warm temperate South Africa and the tropical western Indian Ocean, but one species is potentially a seamount endemic of southern affinity. A new pseudococculinid genus living on decomposing bird feathers is described, a biogenic substrate association previously unknown in the Mollusca. The following new genera are described: Imbricoscelis gen. nov. and Pterodacna gen. nov. The following new species are described: Akritogyra crenulata sp. nov., Bathymophila williamsae sp. nov., Benthobrookula araneum sp. nov., Be. galeneae sp. nov., Be. laticostata sp. nov., Be. scalaroides sp. nov., Be. semisculpta sp. nov., Bruceina areneformis sp. nov., Calliostoma pantopunctatum sp. nov., Cantrainea herosae sp. nov., Carinastele achrosta sp. nov., Cornisepta marshalli sp. nov., Emarginula lentiginosa sp. nov., E. nodulicostata sp. nov., E. retrogyra sp. nov., E. salebrosa sp. nov., Fluxinella dufresneae sp. nov., Gibbula roseosticta sp. nov., Hadroconus scobina sp. nov., Kaiparathina monticola sp. nov., Lissotesta wareni sp. nov., Microcollonia miniata sp. nov., Mikro crassus sp. nov., Parviturbo cicatricosus sp. nov., Phragmomphalina candida sp. nov., Pterodacna boucheti gen. et sp. nov., Solariella asaphea sp. nov., Spinicalliotropis lepidota sp. nov., Stomatella multilirata sp. nov. and Trenchia mcleani sp. nov. The following new combinations are proposed: Brookula coronis Barnard, 1963 is transferred to Imbricoscelis gen. nov., Cantharidus nolfi Poppe, Tagaro & H. Dekker, 2006 is transferred to Kaiparathina Laws, 1941 and Solariella incisura Melvill, 1909 is transferred to Phragmomphalina Herbert & Williams, 2020. The following new synonyms are proposed: Carinastele wareni Vilvens, 2014 is a synonym of Bruceina cognata (Marshall, 1988); Fluxinella stellaris Bozzetti, 2008 is a synonym of Agagus stellamaris Herbert, 1991.
DOI: 10.15468/fmury6
title: Rhagophthalmidae Olivier, 1907 (Coleoptera, Elateroidea): described genera and species, current problems, and prospects for the bioluminescent and paedomorphic beetle lineage

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kundrata, Robin, Hoffmannova, Johana, Hinson, Kevin R., Keller, Oliver, Packova, Gabriela (2022): Rhagophthalmidae Olivier, 1907 (Coleoptera, Elateroidea): described genera and species, current problems, and prospects for the bioluminescent and paedomorphic beetle lineage. ZooKeys 1126: 55-130, DOI: http://dx.doi.org/10.3897/zookeys.1126.90233, URL: http://dx.doi.org/10.3897/zookeys.1126.90233
DOI: 10.15468/q9rb4b
title: List of Freshwater Fishes from Argentina - Update 9.

description: This dataset contains the digitized treatments in Plazi based on the original journal article The, Stefan Koerber (2008): List of Freshwater Fishes from Argentina - Update 9. Ichthyological Contributions of PecesCriollos 8: 1-8, DOI: 10.5281/zenodo.11558415
DOI: 10.15468/e6uxhg
title: Sea spiders (Arthropoda: Pycnogonida) collected during the Madibenthos Expedition from Martinique shallow waters

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sabroux, Romain, Hassanin, Alexandre, Corbari, Laure (2022): Sea spiders (Arthropoda: Pycnogonida) collected during the Madibenthos Expedition from Martinique shallow waters. European Journal of Taxonomy 851 (1): 1-141, DOI: 10.5852/ejt.2022.851.1999, URL: http://dx.doi.org/10.5852/ejt.2022.851.1999Abstract. This study presents the inventory of sea spiders (Pycnogonida) sampled during the Madibenthos Expedition in Martinique (West Indies). Species were discriminated leaning on morphological and molecular data. A total of 761 specimens are classified in 72 species, 16 genera and nine families. Thirteen new species are described: Ammothella dirbergi sp. nov., A. krappi sp. nov., Tanystylum boucheti sp. nov., T. ingrallis sp. nov., Ascorhynchus iguanarum sp. nov., Eurycyde kaiouti sp. nov., Nymphon dorlis sp. nov., N. ludovici sp. nov., N. martinicum sp. nov., N. timons sp. nov., Anoplodactylus madibenthos sp. nov., Pycnogonum cesairei sp. nov. and Rhynchothorax sidereus sp. nov. We describe a neotype for Anoplodactylus micros Bourdillon, 1955 from the type locality. Martinique now includes 79 species of sea spiders, mostly endemic to the Tropical Northwestern Atlantic, cosmopolitan or shared with the South America Atlantic coast. Some species are potentially introduced. However, our knowledge of the distribution of species found in Martinique is probably biased by the scarcity of diagnostic morphological characters. Also, nine potentially cryptic species (discriminated on genetic data alone), are identified, shedding light on the overlooked diversity of sea spiders in the Tropical Northwestern Atlantic. Therefore, we call for a more widespread use of barcoding in sea spiders.
DOI: 10.34740/kaggle/dsv/14314973
title: List Benchmarks Kaggle
DOI: 10.15468/4sumpt
title: Taxonomic analysis of the genital plates and associated structures in Ophiuroidea (Echinodermata)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Stöhr, Sabine (2024): Taxonomic analysis of the genital plates and associated structures in Ophiuroidea (Echinodermata). European Journal of Taxonomy 933: 1-98, DOI: 10.5852/ejt.2024.933.2525, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/2525/11335Abstract. Recently, new insights have been gained from the ophiuroid skeleton that were instrumental in the inference of a new phylogeny. The so far least studied ossicles are the adradial and abradial genital plates and the radial shields, which articulate with each other and support the genital slit and disc. In addition, the inner sides of the oral shields and madreporites have never been examined in detail. The present study utilized SEM, micro-CT and digital photography to document and examine these structures in 57 species from 28 of the currently accepted 34 families of Ophiuroidea. Early ontogeny and fossils were also considered. Previously, mainly the articular structures had been analysed, but the overall shape of the genital plates was here found to hold important phylogenetic signals. A long-neglected ossicle was re-discovered and studied in detail for the first time, here named the oral genital plate. It was recognized in all Ophintegrida, but was found to be absent in all Euryophiurida. The oral genital plate articulates with the oral shield and supports the proximal part of the genital slit wall. Abradial and oral genital plates were found to be absent in species that lack genital slits, but the adradial genital plate was always present. Numerous new morphological characters with potential phylogenetic signals were identified, described and figured in detail. A pre-existing character matrix was extended and revised with these new data, as well as with recently revised data on oral papillae, and a Bayesian phylogenetic analysis was performed. This phylogeny largely agrees with the current molecular hypothesis, but some branches were not supported.
DOI: 10.15468/g2vwfc
title: The freshwater molluscs of Serbia: Annotated checklist with remarks on distribution and protection status

description: This dataset contains the digitized treatments in Plazi based on the original journal article Marković, Vanja, Gojšina, Vukašin, Novaković, Boris, Božanić, Milenka, Stojanović, Katarina, Karan-Žnidaršič, Tamara, Živić, Ivana (2021): The freshwater molluscs of Serbia: Annotated checklist with remarks on distribution and protection status. Zootaxa 5003 (1): 1-64, DOI: 10.11646/zootaxa.5003.1.1AbstractWe present a checklist of 86 valid freshwater mollusc species of Serbia (65 gastropods and 21 bivalves) belonging to 19 families (15 gastropods and four bivalves). The list is based on our latest research and includes data from published sources and personal communications. The most diverse family among gastropods is Planorbidae (16 species), while Sphaeriidae are most diverse within the bivalves (10 species). Ten species are local endemics (all of them gastropods), while eight are introduced species (three gastropods and five bivalves). The Danube River and its smaller tributaries harbour the most diverse gastropod community, with a total of 61 species (41 gastropods and 20 bivalves). The snail Theodoxus transversalis (Pfeiffer, 1828) and the bivalve Unio crassus Philipson, 1788 are listed as EN (endangered) on the global (IUCN) level, while the snail Plagigeyeria gladilini Kuščer, 1937 and the bivalves Pseudanodonta complanata (Rossmässler, 1835) and Sphaerium rivicola (Lamarck, 1818) are considered as VU (vulnerable) species. Of those IUCN taxa, only U. crassus is listed as protected on the national level (along with 12 mostly local endemic gastropod species). In comparison with the previous checklist of gastropods by Karaman & Karaman (2007), a total of seven species are added here: Belgrandiella serbica Glöer 2008, Bythinella istoka Glöer & Pešić 2014, B. nonveilleri Glöer 2008, B. pesterica Glöer 2008, Acroloxus lacustris (Linnaeus, 1758), Melanoides tuberculata (O.F. Müller, 1774) and Armiger crista (Linnaeus, 1758). In view of global and regional trends in taxonomy, ecology and invasive biology, an even richer diversity of the Serbian freshwater malocofauna can be expected.
DOI: 10.15468/yrkxm3
title: A new classification system and taxonomic synopsis for Malpighiaceae (Malpighiales, Rosids) based on molecular phylogenetics, morphology, palynology, and chemistry

description: This dataset contains the digitized treatments in Plazi based on the original journal article de Almeida, Rafael F., de Morais, Isa L., Alves-Silva, Thais, Antonio-Domingues, Higor, Pellegrini, Marco O. O. (2024): A new classification system and taxonomic synopsis for Malpighiaceae (Malpighiales, Rosids) based on molecular phylogenetics, morphology, palynology, and chemistry. PhytoKeys 242: 69-138, DOI: 10.3897/phytokeys.242.117469AbstractMalpighiaceae has undergone unprecedented changes in its traditional classification in the past two decades due to several phylogenetic studies shedding light on the non-monophyly of all subfamilies and most tribes and genera. Even though morphological characters were used to reconstruct the last molecular generic phylogeny of Malpighiaceae, a new classification system has never been proposed for this family. Based on a comprehensive review of the last twenty years of published studies for this family, we propose a new classification system and provide a taxonomic synopsis for Malpighiaceae based on molecular phylogenetics, morphology, palynology, and chemistry as a baseline for the systematics, conservation, and taxonomy of this family worldwide. Malpighiaceae currently comprises two subfamilies (Byrsonimoideae and Malpighioideae), 12 tribes (Acmanthereae, Acridocarpeae trib. nov., Barnebyeae trib. nov., Bunchosieae trib. nov., Byrsonimeae, Galphimieae, Gaudichaudieae, Hiptageae, Hiraeeae, Malpighieae, Mcvaughieae trib. nov., and Ptilochaeteae trib. nov.), 72 genera (incl. Mamedea gen. nov.), and 1,499 accepted species (715 of which are currently under some kind of extinction threat). We present identification keys for all subfamilies, tribes, and genera, a full morphological description for the proposed new genus, the re-circumscription of ten genera alongside the needed new combinations, the proposition of several new synonyms, the typification of several names, and notes on the taxonomy, distribution, conservation, and ecology up to the genus rank. Morphological plates are also provided to illustrate the immense diversity of morphological traits used in the new classification and synopsis.
DOI: 10.21227/b6ne-kr33
title: "VisioPhysio Fatigue Detector Dataset"

description: "To support the development and evaluation of VPFD, we construct a multimodal fatigue dataset that integrates both visual and physiological signals in realistic usage scenarios. The dataset is collected using two commercially available wearable devices: Microsoft HoloLens 2 and Google Pixel Watch 2. HoloLens 2 provides rich visual and behavioral information such as gaze direction, blink behavior, eye openness, and head movements, while Google Pixel Watch 2 continuously records physiological responses including heart rate and heart rate variability (HRV).Participants perform sustained attention and cognitively demanding tasks designed to gradually induce different levels of fatigue, during which multimodal data are continuously recorded. Fatigue labels are obtained through task design, performance degradation, and validated subjective self-reports. The resulting dataset captures complementary visual and physiological fatigue patterns and enables comprehensive multimodal fatigue analysis and model training."
DOI: 10.15468/b3q8rz
title: Order Rodentia - Family Nesomyidae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Wilson, Don E., Reeder, DeeAnn (2005): Order Rodentia - Family Nesomyidae. In: Mammal Species of the World: a Taxonomic and Geographic Reference (3 rd Edition), Volume 2. Baltimore: The Johns Hopkins University Press: 930-955, ISBN: 0-8018-8221-4, DOI: 10.5281/zenodo.7316535
DOI: 10.15468/tkmt67
title: An annotated checklist of Dolichopodidae (Diptera) species from Sakhalin, Russia, with new records

description: This dataset contains the digitized treatments in Plazi based on the original journal article Selivanova, Olga V., Grichanov, Igor Ya. (2022): An annotated checklist of Dolichopodidae (Diptera) species from Sakhalin, Russia, with new records. Amurian Zoological Journal XIV (1): 34-47, DOI: 10.33910/2686-9519-2022-14-1-34-47, URL: http://dx.doi.org/10.33910/2686-9519-2022-14-1-34-47Abstract. The results of long-term studies of the dolichopodid fauna of Sakhalin Island by Russian authors are presented in the form of an annotated list of species for the first time. For this paper, originally published localities were checked, if they were referenced, and the exact locations of some collection points were established according to the museum collections. The latter material is included into the checklist. In addition, an unpublished material of Dolichopodidae is included. New records for 36 species, including 9 species new for the Sakhalin, are presented. Campsicnemus picticornis and C. scambus, Diaphorus nigricans, Dolichopus bisetulatus, Hydrophorus brunnicosus, Nepalomyia tatjanae, Rhaphium firsovi, R. tridactylum and Syntormon monochaetus are reported from Sakhalin for the first time. Sixteen species are excluded from the fauna of the island. In total, 72 species from 18 genera of long-legged flies are listed.
DOI: 10.6084/m9.figshare.29890727.v2
title: ImageNet MUA

description: MUA responses to naturalistic images
DOI: 10.15468/dl.k4e566
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is JPN.41_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Geometridae",
 "Year 2018-2023"
 ]
}

 The dataset includes 533 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26dkf8
title: Occurrence Download

description: A dataset containing 19800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is GBR.1.13_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Geometridae",
 "Year 2018-2023"
 ]
}

 The dataset includes 19800 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067435-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2t3sh
title: Occurrence Download

description: A dataset containing 4743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is NZL.18_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Geometridae",
 "Year 2018-2023"
 ]
}

 The dataset includes 4743 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067436-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14314997
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29890727.v3
title: ImageNet MUA

description: MUA responses to naturalistic images