cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gjn4qj
title: Occurrence Download

description: A dataset containing 2321 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_1_GID","value":"USA.1_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2321 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067107-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6f93e
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plebejus orbitulus",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067108-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/b66nt5
title: New genera and species of coniferous twig-inhabiting Rhytismatales from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhuo, Lan, Wang, Hai-Qi, Zhang, Peng, Sui, Xiao-Nan, Guo, Mei-Jun, Wang, Shi-Juan, Hou, Cheng-Lin (2025): New genera and species of coniferous twig-inhabiting Rhytismatales from China. IMA Fungus 16: e 138790, DOI: 10.3897/imafungus.16.138790AbstractSpecies in the order Rhytismatales M. E. Barr ex Minter (Leotiomycetes, Ascomycota) develop on a wide range of host plants, but prefer conifers, such as species of Cupressaceae and Pinaceae. Conifers, the largest group of gymnosperms, show a high diversity in China. In this study, the species diversity of Rhytismatales on twigs of conifers is investigated based on specimens newly collected in China. Morphological characteristics combined with multi-gene phylogenetic analysis (ITS, nrLSU, and mtSSU rDNA) revealed 18 new species, belonging to six new genera (Abiomyces, Cryptococcomyces, Labivalidus, Neotherrya, Pseudococcomyces, and Stipamyces) and three known genera (Hypoderma, Hypohelion, and Tryblidiopsis). Additionally, seven new combinations are proposed. The findings underscore the complexity of fungal taxonomy within Rhytismatales and the importance of considering multiple criteria for accurate classification. The study also explores the importance of host specificity for genus and species delimitation within the order. A key to genera and species of Rhytismatales on twigs of conifers worldwide is provided.
DOI: 10.15468/dl.wwecsw
title: Occurrence Download

description: A dataset containing 2033 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_1_GID","value":"USA.4_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2033 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067109-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9up25a
title: Flora Helvetica - Salicaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Salicaceae. In: Flora Helvetica. Bern: Haupt Verlag: 428-446, ISBN: 978-3-258-08047-5
DOI: 10.15468/bwps2t
title: Flora Helvetica - Gentianaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Gentianaceae. In: Flora Helvetica. Bern: Haupt Verlag: 760-778, ISBN: 978-3-258-08047-5
DOI: 10.15468/4l0qdr
title: Hymenopteres 2 (supplement au 28 fascicule). Les Formicides.

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Forel, A. (1892): Hymenopteres 2 (supplement au 28 fascicule). Les Formicides. In: Grandidier, A. (Ed): Histoire physique, naturelle et politique de Madagascar. 20. Paris: Unknown Publisher: 232-280, URL: http://atbi.biosci.ohio-state.edu/HymOnline/reference-full.html?id=8239
DOI: 10.15468/3west6
title: Small Free-Living Heterotrophic Flagellates from Marine Sediments of Gippsland Basin, South-Eastern Australia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Lee, Won Je (2015): Small Free-Living Heterotrophic Flagellates from Marine Sediments of Gippsland Basin, South-Eastern Australia. Acta Protozoologica 54 (1): 53-76, DOI: 10.4467/16890027AP.15.005.2192, URL: https://www.mendeley.com/catalogue/2d9e5f2c-507d-342d-bf76-2776eae6f93a/Abstract. A total of 85 morpho-species of heterotrophic flagellates are reported from sediments at depths from 25–3000 m in the Gippsland Basin (Australia). They are drawn from the apusomonads, cercomonads, cryptomonads, euglenids, heteroloboseids, stramenopiles, thaumatomonads, and groups of uncertain taxonomic affinities (Protista incertae sedis). Three new species, Ancyromonas impluvium nov. spec., Kurnaimonas celeris nov. spec., Sinistermonas sinistrorsus nov. spec., one combination, Psammosa unguis nov. comb., and one unidentified species are described. The biogeography of the species seen in Gippsland Basin is discussed with reference to studies in other localities. It appears that many heterotrophic flagellates are cosmopolitan.
DOI: 10.15468/xyv3rq
title: Taxonomic notes of jumping spiders (Araneae, Salticidae) from Guangxi, Hainan, Sichuan, Xizang and Yunnan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wang, Cheng, Mi, Xiaoqi, Li, Shuqiang, Xu, Xiang (2024): Taxonomic notes of jumping spiders (Araneae, Salticidae) from Guangxi, Hainan, Sichuan, Xizang and Yunnan, China. ZooKeys 1221: 205-277, DOI: 10.3897/zookeys.1221.135640AbstractTwenty-one new species of jumping spiders from five provinces of South China are described: Cheliceroides jinxini sp. nov. (♂), Dendroicius qiong sp. nov. (♂ ♀), Icius deergong sp. nov. (♂ ♀), Irura qiuhangi sp. nov. (♂ ♀), I. yarlungzangbo sp. nov. (♂ ♀), Mintonia shiwandashan sp. nov. (♂), Myrmarachne kuan sp. nov. (♂ ♀), Nandicius xiefengi sp. nov. (♂ ♀), Pancorius medog sp. nov. (♀), P. yingjiang sp. nov. (♂ ♀), Piranthus maddisoni sp. nov. (♂ ♀), Simaetha hainan sp. nov. (♂ ♀), Stertinius lhoba sp. nov. (♂ ♀), Synagelides kongmingi sp. nov. (♂ ♀), S. xuandei sp. nov. (♂ ♀), S. yunchangi sp. nov. (♂ ♀), S. yidei sp. nov. (♂), S. zilongi sp. nov. (♂ ♀), Yaginumaella daweishan sp. nov. (♂ ♀), Y. moinba sp. nov. (♂ ♀), and Y. pingbian sp. nov. (♂ ♀). Nepalicius Prószyński, 2016, syn. nov. is proposed as a junior synonym of Okinawicius Prószyński, 2016. Three new combinations are proposed: O. nepalicus (Andreeva, Hęciak & Prószyński, 1984), comb. nov. and O. seychellensis (Wanless, 1984), comb. nov. transferred from Nepalicius, and O. daoxianensis (Peng, Gong & Kim, 2000), comb. nov. transferred from Philaeus Thorell, 1869. The unknown females of O. nepalicus, Padillothorax exilis (Cao & Li, 2016) and Siler hanoicus Prószyński, 1985 are described for the first time. Distribution maps of the studied specimens are also provided.
DOI: 10.15468/dl.6zughr
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aricia eumedon",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067111-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/nnp7cq
title: Validation of taxon names described in “ Deltocephalinae from China (Hemiptera: Cicadellidae) ”

description: This dataset contains the digitized treatments in Plazi based on the original journal article Dmitriev, Dmitry A., Li, Zizhong, Dai, Renhuai, Xing, Jichun (2024): Validation of taxon names described in “ Deltocephalinae from China (Hemiptera: Cicadellidae) ”. Zootaxa 5403 (2): 269-278, DOI: 10.11646/zootaxa.5403.2.5, URL: http://dx.doi.org/10.11646/zootaxa.5403.2.5AbstractThe purpose of this paper is to validate 4 generic names and 34 specific names previously introduced in the “ Deltocephalinae from China (Hemiptera: Cicadellidae)” by Li, Dai & Xing (2011). The names are unavailable in the original publication, because of the missing information on the type specimen repository. The following genera and species are introduced as new in this publication: Bambusananus, Li & Xing; Branchana Li; Cyclevertex Li & Xing; Lineana Li & Xing; Abrus biprocessus Li; Abrus graciaedeagus Li; Bambusana biflaka Li; Bambusana nigrimaculata Li; Bambusananus furcatus Li & Xing; Branchana xanthota Li; Cyclevertex furcatum Li & Xing; Lineana albipunctata Li & Xing; Lineana ductaedeagusa Li & Xing; Protensus nigrifrons Li & Xing; Protensus yanheensis Li & Xing; Paramesodes menghaiensis Xing & Li; Yuanamia producta (Xing & Li, 2011); Hishimonoides brevis Li, 2011; Litura tripunctata Li; Changwhania huajiangensis Xing & Li; Elginus productus Xing & Li; Metalimnus maoershanensis Xing & Li; Nicolaus bihamatus Xing & Li; Paralaevicephalus bisubulatus Xing & Li; Paralaevicephalus brevissimus Xing & Li; Paralaevicephalus spinosus Xing & Li; Scaphoideus annulatus Li; Scaphoideus bannaensis Li; Longicornus longus Xing & Li; Melanetettix mengyangensis Xing & Li; Osbornellus aurantius Xing & Li; Osbornellus suiyangensis Xing & Li; Osbornellus conoideus Xing & Li; Phlogothamnus acutaedeagus Li; Phlogothamnus luteoguttatus Li; Phlogothamnus productus Li & Xing; Phlogothamnus rugosus Li; Phlogotettix fanjingshanensis Li.
DOI: 10.15468/hu3f7g
title: The systematics of the pseudoscorpion genus Indohya (Pseudoscorpiones: Hyidae) in Australia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Harvey, Mark S., Burger, Mieke A. A., Abrams, Kym M., Finston, Terrie L., Huey, Joel A., Perina, Giulia (2023): The systematics of the pseudoscorpion genus Indohya (Pseudoscorpiones: Hyidae) in Australia. Zootaxa 5342 (1): 1-119, DOI: 10.11646/zootaxa.5342.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5342.1.1AbstractThe pseudoscorpion genus Indohya Beier, 1974 is known to occur in three Gondwanan fragments around the Indian Ocean—southern India, Madagascar and north-western Australia —suggesting that the genus had evolved prior to the breakup of Gondwana and was present on each landmass as they rifted apart during the Mesozoic. The Australian fauna is the most diverse, with nine species previously described from Cape Range and the Kimberley region of north-western Australia. The present study documents the genus Indohya in Australia using a combination of morphology and DNA sequence data. We found a total of 36 species, including 27 new species. The majority of the Pilbara fauna consist of blind troglobites collected from subterranean ecosystems, with an additional three eyed species from epigean habitats. The new species consist of one from Cape Range (I. anastomosa Harvey & Burger, n. sp.), 21 from the Pilbara (I. adlardi Harvey & Burger, n. sp., I. alexanderi Harvey & Burger, n. sp., I. aphana Harvey & Burger, n. sp., I. aquila Harvey & Burger, n. sp., I. arcana Harvey & Burger, n. sp., I. arnoldstrongi Harvey & Burger, n. sp., I. boltoni Harvey & Burger, n. sp., I. cardo Harvey & Burger, n. sp., I. catherineae Harvey & Burger, n. sp., I. cockingi Harvey & Burger, n. sp., I. cribbi Harvey & Burger, n. sp., I. draconis Harvey & Burger, n. sp., I. furtiva Harvey & Burger, n. sp., I. incomperta Harvey & Burger, n. sp., I. jessicae Harvey & Burger, n. sp., I. lynbeazlyeae Harvey & Burger, n. sp., I. morganstrongi Harvey & Burger, n. sp., I. rixi Harvey & Burger, n. sp., I. sagmata Harvey & Burger, n. sp., I. scanloni Harvey & Burger, n. sp. and I. silenda Harvey & Burger, n. sp.) and five from the Kimberley (I. currani Harvey & Burger, n. sp., I. finitima Harvey & Burger, n. sp., I. julianneae Harvey & Burger, n. sp., I. karenae Harvey & Burger, n. sp. and I. sachsei Harvey & Burger, n. sp.). The study is augmented with sequence data from 29 species of Indohya, including all of the 24 species recorded from the Pilbara and Cape Range, and five of the 12 known Kimberley species. Seven clades recovered during the molecular analysis are only represented by nymphs, but we used COI sequence data to diagnose these species in the absence of adult morphological data.
DOI: 10.15468/dl.29h5s8
title: Occurrence Download

description: A dataset containing 38838 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_1_GID","value":"USA.10_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 38838 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067112-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/c28xj6
title: Les myriapodes chilopodes (Chilopoda) du Parc national du Mercantour, du département des Alpes-Maritimes et de leurs environs: description d’une nouvelle espèce du genre Lithobius Leach, 1814 s. s., synthèse des connaissances et espèces menacées

description: This dataset contains the digitized treatments in Plazi based on the original journal article Iorio, Étienne, Zapparoli, Marzio, Ponel, Philippe, Geoffroy, Jean-Jacques (2015): Les myriapodes chilopodes (Chilopoda) du Parc national du Mercantour, du département des Alpes-Maritimes et de leurs environs: description d’une nouvelle espèce du genre Lithobius Leach, 1814 s. s., synthèse des connaissances et espèces menacées. Zoosystema 37 (1): 211-238, DOI: 10.5252/z2015n1a11, URL: http://dx.doi.org/10.5252/z2015n1a11RÉSUMÉSuite à l’examen de nombreux spécimens, les auteurs exposent des données nouvelles sur les chilopodes du Parc national du Mercantour, du département des Alpes-Maritimes et de leurs environs. Ces observations améliorent la connaissance de la répartition de certaines espèces rares et localisées et permettent en outre de décrire une nouvelle espèce en provenance d’Entrevaux (Alpes-de-Haute-Provence): Lithobius (Lithobius) lemairei n. sp. Cette remarquable nouvelle espèce a été trouvée dans un milieu souterrain superficiel de type MSS et vit potentiellement plus en profondeur dans un système de grottes ou de crevasses; elle possède des caractères troglomorphes adaptés à son mode de vie, notamment une extrême réduction des ocelles et une augmentation de la taille de l’organe de Tömösvàry. Par ailleurs, elle possède des sillons latéraux-internes sur les fémurs, tibias, basitarses et tarses des pattes 15, et secondairement sur les mêmes articles des pattes 14. Ces structures en font une espèce particulièrement distincte de toutes les autres appartenant au genre Lithobius Leach, 1814 dans ce secteur géographique. Suite à un réexamen des spécimens en provenance des Alpes-Maritimes, Eupolybothrus (Eupolybothrus) fasciatus (Newport, 1845) est à retirer de la faune de France. Nos recherches ciblées sur les espèces halophiles et halobies de géophilomorphes du littoral des Alpes-Maritimes montrent que ces espèces ont au moins fortement régressé dans cette aire géographique. Une synthèse écologique est effectuée sur les espèces recensées, cumulant les nouvelles connaissances et les contributions antérieures sur ce département. Une liste des chilopodes recensés dans le Parc national du Mercantour et/ou dans le département des Alpes-Maritimes est proposée. Elle inclut des informations sur l’endémisme au niveau local et/ou au niveau national pour les taxa concernés, sur l’éventuelle présence en limite d’aire de répartition, ainsi que d’éventuelles particularités écologiques remarquables (troglobies, halobies, orophiles). Certains endémiques locaux et certaines espèces écologiquement très spécialisées apparaissent comme potentiellement menacés, voire en fort déclin avéré suite à nos observations. Une première liste de ces espèces, qualifiées ici de « sensibles », est proposée.
DOI: 10.15468/dl.bj3bvv
title: Occurrence Download

description: A dataset containing 411681 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilax"
 ]
}

 The dataset includes 411681 records from 1658 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067065-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5g7uk
title: Occurrence Download

description: A dataset containing 63075809 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Germany"
 ]
}

 The dataset includes 63075809 records from 4023 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010054-250402121839773/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/10782897
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.7at5rr
title: Occurrence Download

description: A dataset containing 27610 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco rusticolus Linnaeus, 1758"
 ]
}

 The dataset includes 27610 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14887190
title: RECAPTCHA Dataset for MBBank

description: Description:







In the ever-evolving landscape of digital banking, security is paramount. MB Bank employs RECAPTCHA Dataset for MBBank technology to protect its users from automated bots, ensuring the integrity of online banking systems. This dataset is a comprehensive collection of CAPTCHA images specifically used by MB Bank, designed to bolster research into CAPTCHA-solving techniques.

Dataset Overview

The dataset consists of various CAPTCHA formats used in real-world scenarios. It includes traditional text-based CAPTCHAs, image-based puzzles, and more complex variants that challenge machine learning models while remaining user-friendly.







Download Dataset









Importance for Developers and Researchers

For developers, the dataset provides an opportunity to train models on CAPTCHA recognition, improving system robustness against bot-driven attacks. It helps in building more accurate, adaptive algorithms that can distinguish between human users and bots. Researchers can also use this dataset to explore new CAPTCHA-solving techniques, increasing the success rate of CAPTCHA bypassing in real-time applications.

Applications in Security

The dataset can be used to analyze trends in CAPTCHA security breaches and to develop new methods to safeguard digital platforms. By training on this dataset, developers can create more secure, user-centric CAPTCHA systems that deter fraud while ensuring smooth user experiences.

CAPTCHA Variability and Adaptability

This dataset is ideal for testing algorithms against a wide range of CAPTCHA formats. The variability ensures that AI models are versatile enough to handle different challenges. Moreover, the dataset’s rich annotations provide the necessary information to enhance accuracy in CAPTCHA recognition.

Future Potential

The MB Bank reCAPTCHA dataset is not just a valuable resource for improving current security systems but also paves the way for future innovations in online security. As bots become more sophisticated, the need for adaptive and robust CAPTCHA systems grows, making this dataset a critical tool for continuous improvement.

This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.14887191
title: RECAPTCHA Dataset for MBBank

description: Description:







In the ever-evolving landscape of digital banking, security is paramount. MB Bank employs RECAPTCHA Dataset for MBBank technology to protect its users from automated bots, ensuring the integrity of online banking systems. This dataset is a comprehensive collection of CAPTCHA images specifically used by MB Bank, designed to bolster research into CAPTCHA-solving techniques.

Dataset Overview

The dataset consists of various CAPTCHA formats used in real-world scenarios. It includes traditional text-based CAPTCHAs, image-based puzzles, and more complex variants that challenge machine learning models while remaining user-friendly.







Download Dataset









Importance for Developers and Researchers

For developers, the dataset provides an opportunity to train models on CAPTCHA recognition, improving system robustness against bot-driven attacks. It helps in building more accurate, adaptive algorithms that can distinguish between human users and bots. Researchers can also use this dataset to explore new CAPTCHA-solving techniques, increasing the success rate of CAPTCHA bypassing in real-time applications.

Applications in Security

The dataset can be used to analyze trends in CAPTCHA security breaches and to develop new methods to safeguard digital platforms. By training on this dataset, developers can create more secure, user-centric CAPTCHA systems that deter fraud while ensuring smooth user experiences.

CAPTCHA Variability and Adaptability

This dataset is ideal for testing algorithms against a wide range of CAPTCHA formats. The variability ensures that AI models are versatile enough to handle different challenges. Moreover, the dataset’s rich annotations provide the necessary information to enhance accuracy in CAPTCHA recognition.

Future Potential

The MB Bank reCAPTCHA dataset is not just a valuable resource for improving current security systems but also paves the way for future innovations in online security. As bots become more sophisticated, the need for adaptive and robust CAPTCHA systems grows, making this dataset a critical tool for continuous improvement.

This dataset is sourced from Kaggle.