cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ha1ymb
title: Occurrence Download

description: A dataset containing 775448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pandion haliaetus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 775448 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003689-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ugn9nx
title: A Preliminary Checklist of the Orchid Bees (Hymenoptera: Apidae: Euglossini) of Ecuador

description: This dataset contains the digitized treatments in Plazi based on the original journal article Padrón, Pablo S., Roubik, David W., Picón, Ruben P. (2018): A Preliminary Checklist of the Orchid Bees (Hymenoptera: Apidae: Euglossini) of Ecuador. Psyche: A Journal of Entomology (2678632) 2018: 1-14, DOI: 10.1155/2018/2678632, URL: https://doi.org/10.1155/2018/2678632
DOI: 10.15468/ckdxhm
title: A tribute to a master and friend: Pietro Omodeo (1919 - 2024)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rota, Emilia (2025): A tribute to a master and friend: Pietro Omodeo (1919 - 2024). Zootaxa 5589 (1): 33-67, DOI: 10.11646/zootaxa.5589.1.6, URL: https://doi.org/10.11646/zootaxa.5589.1.6AbstractPietro Omodeo described 10 new genus group taxa and about 100 species/subspecies of oligochaetes during his career, distributed today among 11 families and over 40 genera/subgenera. A complete list of the taxa described is presented here together with references to the original descriptions and the valid names.
DOI: 10.15468/dl.s5hcdw
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon stormi"
 ]
}

 The dataset includes 490 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067459-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4ns7k3
title: The morphological diversity of Mymaridae (Hymenoptera): an atlas of scanning electron micrographs. Part 1. General overview and structure of the head

description: This dataset contains the digitized treatments in Plazi based on the original journal article Huber, John T., Bolte, Klaus, Read, Jennifer D. (2023): The morphological diversity of Mymaridae (Hymenoptera): an atlas of scanning electron micrographs. Part 1. General overview and structure of the head. Zootaxa 5273 (1): 1-100, DOI: 10.11646/zootaxa.5273.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5273.1.1AbstractThis is the first in a series of studies that aim to provide a comprehensive overview of the morphological diversity of Mymaridae (Hymenoptera), a monophyletic family of small parasitic wasps that are postulated as the sister group of other Chalcidoidea. The external cranial morphology of 65 – 75 genera and subgenera of Mymaridae (fairyflies) is described and illustrated with almost 430 scanning electron micrographs, including 73 micrographs of the anterior, 68 of the posterior, 75 of the dorsal, 75 of the lateral, and 67 of the ventral views of the head, plus 71 micrographs of the ventral view of the mouthparts. Twenty-one annotated figures illustrate the terms used for morphological structures. Two appendices list the 64 morphological terms and 5 measurements that are defined and illustrated, and the 116 currently recognized valid genera and subgenera of Mymaridae, including collection localities for those that are illustrated. Discussion of head morphology characteristic of Mymaridae is preceded by an overview that includes discussion of best practices for taxonomic descriptions and why these and accurate identifications require well preserved and imaged specimens. Aspects of intraspecific variation, colour, secondary sexual dimorphism, setation (chaetotaxy), surface sculpture and morphometrics are also treated as all of these are often important for describing and distinguishing species. Many of the features illustrated have not previously been used in Mymaridae systematics but may prove to be useful for helping to identify and describe genera and species.
DOI: 10.15468/jed43m
title: Flora Helvetica - Ranunculaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Ranunculaceae. In: Flora Helvetica. Bern: Haupt Verlag: 112-162, ISBN: 978-3-258-08047-5
DOI: 10.15468/crx4xg
title: Die neu aufgeführten Gattungen und Arten meines Formiciden-Verzeichnisses, nebst Ergänzung einiger früher gegeben Beschreibungen.

description: This dataset contains the digitized treatments in Plazi based on the original journal article Roger, J. (1863): Die neu aufgeführten Gattungen und Arten meines Formiciden-Verzeichnisses, nebst Ergänzung einiger früher gegeben Beschreibungen. Berliner Entomologische Zeitschrift 7: 131-214, URL: http://antbase.org/ants/publications/4101/4101.pdf
DOI: 10.15468/dl.y9w2jh
title: Occurrence Download

description: A dataset containing 7393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon teyahalee"
 ]
}

 The dataset includes 7393 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067460-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/amnzv5
title: The fauna of the family Adelidae (Insecta, Lepidoptera, Adeloidea) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Liao, Cheng-Qing, Hirowatari, Toshiya, Yagi, Sadahisa, Wang, Min, Wang, Xing, Huang, Guo-Hua (2023): The fauna of the family Adelidae (Insecta, Lepidoptera, Adeloidea) from China. Zootaxa 5348 (1): 1-152, DOI: 10.11646/zootaxa.5348.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5348.1.1AbstractNinety-eight species of the family Adelidae, belonging to three genera in two subfamilies, were recorded and described in China, with illustrations of the adults and their genitalia. Keys to subfamilies, genera and species are also provided. Twenty-four new species are described, nine species are newly recorded from China, and four new combinations are made. Ecological photos and DNA barcodes of some species are provided, and the phylogenetic analysis based on cytochrome c oxidase subunit I (COI) sequences are conducted. The new taxa are as follows: Nemophora pseudalbiantennella Liao, Hirowatari & Huang, sp. nov., N. badagongshana Liao, Hirowatari & Huang, sp. nov., N. longlabiae Liao, Hirowatari & Huang, sp. nov., N. quadrata Liao, Hirowatari & Huang, sp. nov., N. basalistriata Liao, Hirowatari & Huang, sp. nov., N. digitata Liao, Hirowatari & Huang, sp. nov., N. duplicifascia Liao, Hirowatari & Huang, sp. nov., N. hunanensis Liao, Hirowatari & Huang, sp. nov., N. purpurata Liao, Hirowatari & Huang, sp. nov., N. arcuatifasciata Liao, Hirowatari & Huang, sp. nov., N. caeruliantenna Liao, Hirowatari & Huang, sp. nov., N. xizangensis Liao, Hirowatari & Huang, sp. nov., N. caerulea Liao, Hirowatari & Huang, sp. nov., N. songgangensis Liao, Hirowatari & Huang, sp. nov., N. conjugata Liao, Hirowatari & Huang, sp. nov., N. latilobula Liao, Hirowatari & Huang, sp. nov., N. longispina Liao, Hirowatari & Huang, sp. nov., N. ganziensis Liao, Hirowatari & Huang, sp. nov., N. jiajinshana Liao, Hirowatari & Huang, sp. nov., N. litangensis Liao, Hirowatari & Huang, sp. nov., N. tianpingshana Liao, Hirowatari & Huang, sp. nov., N. triangulifascia Liao, Hirowatari & Huang, sp. nov., N. yajiagengensis Liao, Hirowatari & Huang, sp. nov., and N. bispina Liao, Hirowatari & Huang, sp. nov. The newly recorded taxa from China are: Nematopogon distinctus Yasuda, 1957, Adela nobilis Christoph, 1882, A. praepilosa Hirowatari, 1997, Nemophora albiantennella Issiki, 1930, N. chionites (Meyrick, 1907), N. smaragdaspis (Meyrick, 1924), N. trimetrella Stringer, 1930, N. optima (Butler, 1878), and N. bifasciatella Issikii, 1930. The new combinations are N. servata (Meyrick, 1925) com. nov., N. diplophragma (Meyrick, 1938) com. nov., N. chionella (Caradja, 1935) com. nov., and N. chrysocharis (Caradja, 1938) com. nov.
DOI: 10.5281/zenodo.15676605
title: Supplementary documents for the PHQ-9 San Martin study

description: Instrumento en su versión en quechua San Martín
DOI: 10.5281/zenodo.18072284
title: Supplementary documents for the PHQ-9 San Martin study

description: Instrumento en su versión en quechua San Martín
DOI: 10.15468/a8r34m
title: On Venezuelan pholcid spiders (Araneae, Pholcidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Huber, Bernhard A., Villarreal, Osvaldo (2020): On Venezuelan pholcid spiders (Araneae, Pholcidae). European Journal of Taxonomy 718: 1-317, DOI: 10.5852/ejt.2020.718.1101
DOI: 10.15468/dl.d9ge53
title: Occurrence Download

description: A dataset containing 634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon vandykei"
 ]
}

 The dataset includes 634 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067461-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8asvuy
title: List of Freshwater Fishes from Argentina - Update 12.

description: This dataset contains the digitized treatments in Plazi based on the original journal article The, Stefan Koerber (2011): List of Freshwater Fishes from Argentina - Update 12. Ichthyological Contributions of PecesCriollos 17: 1-10, DOI: 10.5281/zenodo.11558190
DOI: 10.15468/d4myev
title: An annotated type catalogue of the Cerambycidae (Insecta: Coleoptera) in the Zoological Museum Hamburg

description: This dataset contains the digitized treatments in Plazi based on the original journal article Botero, Juan Pablo, Tavakilian, Gérard L., Seidel, Matthias, Husemann, Martin, Simões, Marianna V. P. (2023): An annotated type catalogue of the Cerambycidae (Insecta: Coleoptera) in the Zoological Museum Hamburg. European Journal of Taxonomy 869: 1-50, DOI: 10.5852/ejt.2023.869.2111, URL: http://zoobank.org/7bfb006c-a661-4265-bb79-55239a6cda7eAbstract. An annotated catalogue of the type specimens of the family Cerambycidae Latreille, 1802 (Coleoptera) housed at the Zoological Museum of Hamburg (ZMH), Leibniz Institute for the Analysis of Biodiversity Change (LIB) is provided: one holotype and nine secondary types were found deposited at the ZHM. A list of the primary types lost during the bombardment in the Second World War is also provided, including types of 103 names, 14 of Cerambycinae, 87 of Lamiinae, and two of Prioninae. In addition, we report secondary types that have been found, corresponding to names of subspecific rank and unavailable names with infrasubspecific rank.
DOI: 10.15468/rmg9cb
title: Review of the Hosts of the Family Tachinidae (Diptera: Insecta) in Bulgaria

description: This dataset contains the digitized treatments in Plazi based on the original journal article Hubenov, Zdravko (2025): Review of the Hosts of the Family Tachinidae (Diptera: Insecta) in Bulgaria. Acta Zoologica Bulgarica 77 (1): 131-144, DOI: 10.71424/azb77.1.002812, URL: https://doi.org/10.71424/azb77.1.002812Abstract. A total of 127 host species of family Tachinidae from Bulgaria are included. They are divided into four orders and 27 families. The main part of them, 102 species, belongs to the order Lepidoptera. Another 25 species are divided between the orders Heteroptera, Coleoptera and Hymenoptera. A total of 118 tachinid species related to these hosts were scrutinised. The species of Tachinidae with their hosts are presented in the first part of the work. In the second part, the hosts and the tachinids parasitising on them are scrutinised. A total of 135 publications with data on the family hosts from Bulgaria were analysed.
DOI: 10.15468/dfq7b4
title: Hornmilben (Oribatida) [pages 213 to 260]

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Weigmann, G., Miko, L. (2006): Hornmilben (Oribatida) [pages 213 to 260]. In: Hornmilben (Oribatida) [Dahl, Tierwelt Deutschlands, Teil 76]. Keltern: Goecke & Evers: 213-260, URL: http://www.goeckeevers.de/verlag/dahl.html
DOI: 10.15468/h4axkb
title: An annotated catalogue of the Phaegopterina (Erebidae, Arctiinae, Arctiini) of state of Maranhão, Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Silva, Karoline M. O., Câmara, Joseleide T., Teston, José A. (2023): An annotated catalogue of the Phaegopterina (Erebidae, Arctiinae, Arctiini) of state of Maranhão, Brazil. Zootaxa 5285 (1): 1-40, DOI: 10.11646/zootaxa.5285.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5285.1.1AbstractPhaegopterina moths comprise approximately 750 species recorded in Brazil. In the Cerrado, there are 254 recorded species, while in the Amazon region there are 469. In this study we present an annotated catalogue of species distribution for the Phaegopterina subtribe, recorded in the state of Maranhão for 11 municipalities. After examining the material and reviewing the bibliography, we developed a catalogue containing 119 species within 59 genera of Phaegopterina, of which 26 species are newly recorded for Maranhão, Brazil. The continuous inventory of Arctiinae for Maranhão will contribute to the identification and understanding of the diversity of Lepidoptera present in the region between the Cerrado and Amazon biomes.
DOI: 10.15468/dl.mxb86j
title: Occurrence Download

description: A dataset containing 1259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon variolatus"
 ]
}

 The dataset includes 1259 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067463-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17428082
title: Supplementary material - An Optimized Gradient Boosting Framework for IoT Intrusion Detection: A Comprehensive Evaluation on the CICIoT2023 Dataset

description: This repository provides the complete supplementary material for the study “An Optimized Gradient Boosting Framework for IoT Intrusion Detection: A Comprehensive Evaluation on the CICIoT2023 Dataset.”

It includes three preprocessed feature-selected datasets — Binary, Eight-Class, and Thirty-Four-Class — derived from the CICIoT2023 benchmark using stratified undersampling and LightGBM-based feature selection. These datasets contain only the discriminative features used in the experiments and are ready for direct model reproduction without further preprocessing.

Each classification level is accompanied by:





A comprehensive Excel results file (*_Classification_FullResults.xlsx) summarizing class distributions, feature importance, model performance reports, confusion matrices, inference latency, and overall accuracy/F1 summaries.




A reproducible experiment script (*_Classification_Experiment.py) that automates the entire workflow — including data loading, normalization, model training (XGBoost, LightGBM, CatBoost), and evaluation.



All resources are released under the Creative Commons Attribution 4.0 International (CC BY).Original data were obtained from the CICIoT2023 dataset by the Canadian Institute for Cybersecurity (UNB).For full documentation and experiment notebooks, please visit the companion GitHub repository:🔗 GitHub Repo
DOI: 10.34740/kaggle/dsv/14146063
title: TURKSTAT (TUİK) Health Data
DOI: 10.15468/req2fr
title: A preliminary checklist of the ants (Hymenoptera: Formicidae) of Iran.

description: This dataset contains the digitized treatments in Plazi based on the original journal article Paknia, O., Radchenko, A., Alipanah, H. (2008): A preliminary checklist of the ants (Hymenoptera: Formicidae) of Iran. Myrmecologische Nachrichten 11: 151-159, URL: http://antbase.org/ants/publications/21820/21820.pdfAbstractThe first checklist of the ants of Iran is presented. The study is based on a comprehensive review of literature and the examination of material from our own collections and from several museums and institutions of different European countries. 110 species belonging to 26 genera of six subfamilies of the Formicidae (Formicinae, Myrmicinae, Ponerinae, Dolichoderinae, Dorylinae and Aenictinae) are recognized from Iran. Most of the reported species were sampled in the north of the country, mostly near human settlements. One subfamily (Dorylinae), two genera (Ponera Latreille, 1804 and Dorylus Fabricius, 1793), as well as seven species (Aphaenogaster gibbosa (Latreille, 1798), A. kurdica Ruzsky, 1905, Crematogaster bogojawlenskii Ruzsky, 1905, Messor minor (Andre, 1883), Tapinoma karavaievi Emery, 1925, Temnothorax parvulus (Schenck, 1852) and Tetramorium inerme Mayr, 1877) were recorded for the Iranian fauna for the first time. The most speciose genera were Camponotus Mayr, 1861, Cataglyphis Foerster, 1850 and Messor Forel, 1890 with 19, 14 and 13 species, respectively. Palaearctic zoogeographic elements prevail in Iran, but several Oriental and Afrotropical genera were also found. Many parts of the country are still studied insufficiently or even not studied at all and we suppose that the total species richness in Iran is essentially higher.Key words: Ants, Iran, checklist, new records.Myrmecol. News 11: 151-159ISSN 1994-4136 (print), ISSN 1997-3500 (online)Received 29 October 2007; revision received 30 April 2008; accepted 5 May 2008M.Sc. Omid Paknia (contact author), Dr. Martin Pfeiffer, Institute of Experimental Ecology, University of Ulm, AlbertEinstein Allee 11, D-89069 Ulm, Germany. E-mail: omid.paknia@uni-ulm.deProf. Dr. Alexander Radchenko, Museum and Institute of Zoology, PAS, Wilcza str., 64, 00-679, Warsaw, Poland. M.Sc. Helen Alipanah, Iranian Research Institute of Plant Protection (TRIPP), P.O. Box 19395-1454, Tehran, Iran.
DOI: 10.15468/dl.eph9vb
title: Occurrence Download

description: A dataset containing 1176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plethodon virginia"
 ]
}

 The dataset includes 1176 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067464-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/stpff4
title: New data on the distribution of chigger mites (Acariformes: Trombiculidae) associated with small mammals in Vietnam

description: This dataset contains the digitized treatments in Plazi based on the original journal article Antonovskaia, A. A., Balakirev, A. E., Lopatina, Y. V. (2023): New data on the distribution of chigger mites (Acariformes: Trombiculidae) associated with small mammals in Vietnam. Zootaxa 5346 (3): 271-306, DOI: 10.11646/zootaxa.5346.3.3, URL: http://dx.doi.org/10.11646/zootaxa.5346.3.3AbstractThe study of chigger mites of Vietnam is based on the material collected during fieldworks in 2011–2019 and examination of small mammal samples deposited in museum collections. A total 59 small mammals species were examined (49 species of Rodentia, 8 species of Eulipotyphla, and 2 species of Scandentia). On them, 79 species of chigger mites were collected, of which 44 species are recorded in Vietnam for the first time. Thus, the list of chigger mite species reported in Vietnam has been extended to 122 species belonging to 16 genera and 3 subfamilies. Most recorded species belong to the genera Leptotrombidium and Walchia. New hosts have been recorded for 48 trombiculid species. The study showed that the diversity of trombiculids of various regions of Vietnam has been studied unevenly.
DOI: 10.15468/nkbzsx
title: Checklist of fishes from the Saint-Pierre and Miquelon archipelago

description: This dataset contains the digitized treatments in Plazi based on the original journal article Simian, Gaëlle, Abraham, Daniel, Bailly, Nicolas, Béarez, Philippe, Urtizberea, Frank, Perrot, Axelle, Goraguer, Herle, Langlois, Robert, Daszkiewicz, Piotr, Teletchea, Fabrice, Tercerie, Sandrine, Denys, Gaël P. J. (2022): Checklist of fishes from the Saint-Pierre and Miquelon archipelago. Cybium 46 (4): 371-384, DOI: 10.26028/cybium/2022-464-005, URL: http://dx.doi.org/10.26028/cybium/2022-464-005Abstract. – A list of diadromous and marine fishes occurring in the Saint-Pierre and Miquelon archipelago and its EEZ has been compiled from various available data sources: collections, local and international databases, and literature. This belated work was needed as the only existing checklist dates back to the 19 th century and FishBase, as of early 2022, provided a list of only 14 species, and 81 in the French taxonomic register TAXREF. The list assembled here covers 122 species, of which 111 are marine fishes, assigned to 103 genera and 66 families. This list is not comprehensive, but it constitutes a first reference, to be updated with new information.
DOI: 10.15468/dl.g2py9m
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurodeles nebulosus"
 ]
}

 The dataset includes 78 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067465-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/jjr5kd
title: Ectoparasitic mites, ticks (Acari: Trombidiformes, Mesostigmata, Ixodida) and insects (Insecta: Psocodea, Siphonaptera) of ground-dwelling small mammals in the Baltic States. An annotated checklist

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kitrytė, Neringa, Baltrūnaitė, Laima (2023): Ectoparasitic mites, ticks (Acari: Trombidiformes, Mesostigmata, Ixodida) and insects (Insecta: Psocodea, Siphonaptera) of ground-dwelling small mammals in the Baltic States. An annotated checklist. Zootaxa 5353 (1): 1-46, DOI: 10.11646/zootaxa.5353.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5353.1.1AbstractThis paper presents an annotated checklist of 77 species of ectoparasitic mites, ticks (Acari: Trombidiformes, Mesostigmata, Ixodida) and insects (Insecta: Psocodea, Siphonaptera) found on ground-dwelling small mammals in the Baltic States (Estonia, Latvia, Lithuania). Eight species of five genera of chigger mites (Trombidiformes: Trombiculidae), 26 species of eight genera of laelapid mites (Mesostigmata: Laelapidae), six species of two genera of ixodid ticks (Ixodida: Ixodidae), 11 species of three genera of blood-sucking lice (Psocodea: Hoplopleuridae, Pediculidae, Polyplacidae) and 26 species of 15 genera of fleas (Siphonaptera: Ceratophyllidae, Ctenophthalmidae, Hystrichopsyllidae, Pulicidae) were recorded on ground-dwelling small mammals in the Baltic States. Neotrombicula japonica (Tanaka, Kaiwa, Teramura & Kagaya), Neotrombicula vulgaris (Schluger), Miyatrombicula muris (Oudemans), Hoplopleura edentula Fahrenholz and Polyplax hannswrangeli Eichler are recorded for the first time in the Baltic States.
DOI: 10.15468/dl.hxcc69
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurodeles poireti"
 ]
}

 The dataset includes 156 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067466-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.36015.60320
title: System Identification using MATLAB