cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sgqp4j
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptidea duponcheli",
 "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 570 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066875-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4bp52q
title: Report on 31 unrecorded bacterial species in Korea that belong to the phylum Actinobacteria

description: This dataset contains the digitized treatments in Plazi based on the original journal article Choi, Jung-Hye, Cha, Ju-Hee, Bae, Jin-Woo, Cho, Jang-Cheon, Chun, Jongsik, Im, Wan-Taek, Jahng, Kwang Yeop, Jeon, Che Ok, Joh, Kiseong, Kim, Seung Bum, Seong, Chi Nam, Yoon, Jung-Hoon, Cha, Chang-Jun (2016): Report on 31 unrecorded bacterial species in Korea that belong to the phylum Actinobacteria. Journal of Species Research 5 (1): 1-13, DOI: 10.12651/JSR.2016.5.1.001, URL: http://dx.doi.org/10.12651/jsr.2016.5.1.001
DOI: 10.15468/fqv8zk
title: Vascular flora inventory and plant diversity of the Ruvubu National Park, Burundi

description: This dataset contains the digitized treatments in Plazi based on the original journal article Masharabu, Tatien, Bigendako, Marie Josée, Nzigidahera, Benoît, Mpawenayo, Balthazar, Lejoly, Jean, Bangirinama, Frédéric, Bogaert, Jan (2012): Vascular flora inventory and plant diversity of the Ruvubu National Park, Burundi. Adansonia (3) 34 (1): 155-162, DOI: 10.5252/a2012n1a17, URL: http://dx.doi.org/10.5252/a2012n1a17ABSTRACTThe Ruvubu National Park, the biggest protected area and biodiversity refuge of the country, is comparatively less studied than western Burundi near Bujumbura, the capital. This article reports the results of a botanical inventory of the vascular plants from the protected area, evidences species newly encountered and establishes a comparison of the floristic diversity with the Akagera National Park in Rwanda located in the same phytochorion, in the Lake Victoria regional mosaic. Records from the Ruvubu include 522 species (including infraspecific groups) from 96 families and 306 genera, representing nearly 17% of the known vascular plants of Burundi. The most common families were the Fabaceae, the Asteraceae and the Poaceae. 96 species or 18% of the flora were encountered for the first time in the park. Study of environmental determinants of Leguminosae abundance and floristic variability would provide more precisions.
DOI: 10.15468/dl.9v6z8j
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptidea morsei",
 "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 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066876-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zvp15k
title: New synonymy, new species, new keys to Neivamyrmex army ants of the United States.

description: This dataset contains the digitized treatments in Plazi based on the original journal article Snelling, G. C., Snelling, R. R. (2007): New synonymy, new species, new keys to Neivamyrmex army ants of the United States. In: Snelling, R. R., Fisher, B. L., Ward, P. S. (Eds): Advances in ant systematics (Hymenoptera: Formicidae): Homage to E. O. Wilson - 50 years of contributions. Memoirs of the American Entomological Institute 80: 459-550, URL: http://atbi.biosci.ohio-state.edu/HymOnline/reference-full.html?id=21290
DOI: 10.15468/fvb6q2
title: Amphibian and reptilian fauna from the early Miocene of Echzell, Germany

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vasilyan, Davit, Cernansky, Andrej, Szyndlar, Zbigniew, Moers, Thomas (2022): Amphibian and reptilian fauna from the early Miocene of Echzell, Germany. Fossil Record 25 (1): 99-145, DOI: http://dx.doi.org/10.3897/fr.25.83781, URL: http://dx.doi.org/10.3897/fr.25.83781
DOI: 10.15468/zumxeg
title: Synopsis of the ant genus Myrmecina Curtis, 1829 from China (Hymenoptera, Formicidae, Myrmicinae), with description of eleven new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Gu, Zhuojian, Zhang, Chen, Du, Congcong, Chen, Zhilin (2025): Synopsis of the ant genus Myrmecina Curtis, 1829 from China (Hymenoptera, Formicidae, Myrmicinae), with description of eleven new species. Deutsche Entomologische Zeitschrift 72 (2): 395-448, DOI: 10.3897/dez.72.162491AbstractThe ant genus Myrmecina Curtis, 1829 is a morphologically diverse group with a distribution spanning the Holarctic, Southeast Asia, and northeastern Australia, and comprising 106 described species worldwide. China represents a biodiversity hotspot for this genus, yet only 17 species were previously recognized. Here, we present a comprehensive morphological analysis of Chinese specimens, recognizing 28 valid species, including 11 new to science: Myrmecina carinolateralis Gu & Chen, sp. nov., M. flavipeda Gu & Chen, sp. nov., M. globicephala Gu & Chen, sp. nov., M. hirsuta Gu & Chen, sp. nov., M. jiachengi Gu & Chen, sp. nov., M. laevidorsa Gu & Chen, sp. nov., M. planiclypea Gu & Chen, sp. nov., M. rugosodorsum Gu & Chen, sp. nov., M. shanyii Gu & Chen, sp. nov., M. shixui Gu & Chen, sp. nov. and M. subuncinata Gu & Chen, sp. nov. In addition, we provide an updated illustrated key to all Chinese Myrmecina species.
DOI: 10.15468/tbec4s
title: Flora Helvetica - Papaveraceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Papaveraceae. In: Flora Helvetica. Bern: Haupt Verlag: 164-176, ISBN: 978-3-258-08047-5
DOI: 10.5281/zenodo.18068420
title: STEM_QA_Hindi

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset. 

Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs of STEM and Non-STEM content in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the STEM Hindi Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms.For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.5281/zenodo.18068421
title: STEM_QA_Hindi

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset. 

Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs of STEM and Non-STEM content in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the STEM Hindi Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms.For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.15468/dl.mam4se
title: Occurrence Download

description: A dataset containing 6554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Viet Nam, Cambodia, Thailand, Myanmar)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus philippensis"
 ]
}

 The dataset includes 6554 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066877-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18068424
title: cardiostigma_hintonii_spades_01.fasta.gz
DOI: 10.5281/zenodo.18068425
title: cardiostigma_hintonii_spades_01.fasta.gz
DOI: 10.15468/urc9vd
title: The biology of the fungus-growing ants. Part. I. New forms. 1

description: This dataset contains the digitized treatments in Plazi based on the original journal article Neal A. Weber, University of North Dakota (1936): The biology of the fungus-growing ants. Part. I. New forms. 1. Revista de Entomologia 7: 378-409, URL: http://antbase.org/ants/publications/3011/3011.pdfThe new fungus-growing ants (Attini) here described were collected in the course of studies on the general biology of these ants from 1934 to 1936 in the West Indies and Northern South America. New forms are described in the genera Mycocepurus, Myrmicocrypta, Apterostigma, Sericomyrmex, Mycetophylax, Trachymyrmex, and Acromyrmex (Moellerius). A number of new forms in the genus Cyphomyrmex will be described in a subsequent paper. Many records extending the range of previously known species will, be included in later studies of individual species and genera from the broad standpoint of habits, fungus grown, nest structure, ecology and other phases of their biology.
DOI: 10.15468/dl.pwav5n
title: Occurrence Download

description: A dataset containing 1855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cambodia, Thailand, Viet Nam, Myanmar)",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta eulophotes"
 ]
}

 The dataset includes 1855 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/mynv7e
title: Annotated checklist of the herpetofauna (Amphibia, Reptilia) of Lefkada Island (Ionian Islands, Greece)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sindaco, Roberto, Rossi, Roberta (2020): Annotated checklist of the herpetofauna (Amphibia, Reptilia) of Lefkada Island (Ionian Islands, Greece). Natural History Sciences 7 (2): 57-68, DOI: 10.4081/nhs.2020.480, URL: http://dx.doi.org/10.4081/nhs.2020.480Abstract - The island of Lefkada is a popular and easily accessible tourist destination; nevertheless, there is no comprehensive checklist of its interesting herpetofauna. Indeed, most records are old, scattered in different papers, and lacking precise locality data. In order to summarize the knowledge on the herpetofauna of the island, we critically reviewed literature, we looked for reliable records in the web and we carried out a field survey in May 2019.The herpetofauna of Lefkada amounts to 28species(six amphibians and 22 reptiles). The occurrence of Testudo graeca on the island is considered unlikely, while an additional species, Testudo marginata, is here reported based on web sources.Among the species recorded on the island, 25 have been recently confirmed, two of them (Rana dalmatina and Anguis graeca) over a century. For three species (Lissotriton graecus, Chelonia mydas, and Podarcis tauricus) the last records date back to over 30 years ago.
DOI: 10.15468/gcd6ys
title: Tortricidae (Lepidoptera) of Azerbaijan: historical review and new data

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pimanchikova, Diana D., Nedoshivina, Svetlana V., Shapoval, Nazar A., Snegovaya, Nataly, Mammadov, Ismayil B. - O., Yakovlev, Roman V. (2025): Tortricidae (Lepidoptera) of Azerbaijan: historical review and new data. Ecologica Montenegrina 82: 198-214, DOI: 10.37828/em.2025.82.15, URL: https://doi.org/10.37828/em.2025.82.15Abstract158 species of Tortricidae are listed here for the fauna of Azerbaijan; 29 of them were found in the region for the first time. Aethes fennicana (M. Hering, 1924), Cnephasia stephensiana (Doubleday, 1849), Aphelia stigmatana (Eversmann, 1844) and Ancylis tineana (Hübner, 1799) are reported as new to the South Caucasus; Aethes kasyi Razowski, 1962, Diceratura teheranica Razowski, 1970, Lozotaenia forsterana (Fabricius, 1781), Pelochrista obscura Kuznetzov, 1978 and Cydia centralasiae (Obraztsov, 1949) are new for the Caucasus.
DOI: 10.15468/kpsv5t
title: New records of the solitary Vespidae (Hymenoptera: Vespidae: Masarinae and Eumeninae s. l.) from Central Asia, with new synonyms and description of a new species of Eumenes Latreille

description: This dataset contains the digitized treatments in Plazi based on the original journal article Fateryga, Alexander V., Proshchalykin, Maxim Yu. (2024): New records of the solitary Vespidae (Hymenoptera: Vespidae: Masarinae and Eumeninae s. l.) from Central Asia, with new synonyms and description of a new species of Eumenes Latreille. Zootaxa 5529 (3): 551-569, DOI: 10.11646/zootaxa.5529.3.7, URL: http://dx.doi.org/10.11646/zootaxa.5529.3.7AbstractA new species, Eumenes selisi Fateryga, sp. nov. is described from Uzbekistan. Three new synonymies are proposed: Masaris carli von Schulthess, 1922 = M. elegans Gusenleitner, 2002, syn. nov.; Parodontodynerus ephippium (Klug, 1817) = P. ephippium dalanicus Kurzenko, 1976, syn. nov.; Psiliglossa odyneroides (S.S. Saunders, 1850) = P. odyneroides kozhantshikovi Kostylev, 1940, syn. nov. Twenty-nine new country records are presented: two from Turkmenistan, four from Tajikistan, seven from Uzbekistan, seven from Kyrgyzstan, and nine from Kazakhstan. Masaris carli is excluded from the fauna of Iran and Psiliglossa odyneroides is excluded from the fauna of Russia. Observations on flower-visiting behavior of Chlorodynerus arenicola and Euodynerus setosus are reported.
DOI: 10.15468/dl.89j3kd
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cambodia, Viet Nam, Thailand, Myanmar)",
 "OccurrenceStatus is Present",
 "TaxonKey is Platalea minor"
 ]
}

 The dataset includes 371 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066880-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/mwwrhk
title: Cebidae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Russell A. Mittermeier, Anthony B. Rylands, Don E. Wilson (2013): Cebidae. In: Handbook of the Mammals of the World – Volume 3 Primates. Barcelona: Lynx Edicions: 348-413, ISBN: 978-84-96553-89-7, DOI: 10.5281/zenodo.6628559
DOI: 10.15468/jb8k33
title: Info Flora Schweiz - Solanaceae

description: This dataset contains the digitized treatments in Plazi based on the original url / website Info Flora (2021): Info Flora Schweiz - Solanaceae., URL: https://www.infoflora.ch/de/flora/solanaceae.html
DOI: 10.15468/dl.26eqdx
title: Occurrence Download

description: A dataset containing 4361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthocharis euphenoides",
 "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 4361 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066882-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18068471
title: STEM_QA_Arabic

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset. 

Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs of STEM and Non-STEM content in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the STEM Arabic Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms.For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.5281/zenodo.18068472
title: STEM_QA_Arabic

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset. 

Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs of STEM and Non-STEM content in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the STEM Arabic Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms.For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.15468/hgk375
title: Catálogo de las especies de Nudibranchia (Gastropoda: Heterobranchia) de la Colección de Moluscos del Museo de La Plata, Argentina

description: This dataset contains the digitized treatments in Plazi based on the original journal article Roche, Andrea, Cetra, Nicolás, Nuñez, Verónica, Darrigran, Gustavo (2023): Catálogo de las especies de Nudibranchia (Gastropoda: Heterobranchia) de la Colección de Moluscos del Museo de La Plata, Argentina. Acta Zoológica Lilloana 67 (1): 159-175, DOI: 10.30550/j.azl/2023.67.1/2023-04-13, URL: http://dx.doi.org/10.30550/j.azl/2023.67.1/2023-04-13RESUMENSe analizó el total de los ejemplares de nudibranquios depositados en la Sección Malacológica del Museo de La Plata. La misma se compone de 98 lotes con más de 200 ejemplares que provienen de diferentes campañas o donaciones de investigadores de diversas instituciones, tanto de Argentina como de Brasil, Uruguay y Chile. Se presenta la lista taxonómica actualizada de los nudibranquios que componen la colección, con un total de 16 especies, 16 géneros y 11 familias.Palabras clave — Mollusca; Babosas marinas; Lista de especies; Taxonomía.
DOI: 10.15468/rf2fp8
title: Flora Helvetica - Euphorbiaceae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Konrad Lauber, Gerhart Wagner, Andreas Gygax (2018): Flora Helvetica - Euphorbiaceae. In: Flora Helvetica. Bern: Haupt Verlag: 446-458, ISBN: 978-3-258-08047-5
DOI: 10.15468/27fmd8
title: New species of Myopsocidae (Insecta: Psocodea: “ Psocoptera ”) from Colombia

description: This dataset contains the digitized treatments in Plazi based on the original journal article González-Obando, Ranulfo, Calderón-Martínez, Nadia R., Carrejo-Gironza, Nancy S. (2023): New species of Myopsocidae (Insecta: Psocodea: “ Psocoptera ”) from Colombia. Zootaxa 5377 (1): 1-61, DOI: 10.11646/zootaxa.5377.1.1, URL: https://www.mapress.com/zt/article/download/zootaxa.5377.1.1/52352AbstractTo broaden the knowledge of the diversity of Myopsocidae (Psocomorpha: Psocetae) in the neotropical region, a review of specimens collected in the last 12 years by the Entomological Research Group (GIE) was carried out. Twenty-six species belonging to the genera Lichenomima and Myopsocus were found, of which 22 are new to science and are here described and illustrated, they are: Lichenomima bonaverensis n. sp., L. gorgonaensis n. sp., L. guapiensis n. sp., L. huilensis n. sp., L. iscuande n. sp., L. lienhardi n. sp., L. occidentalis n. sp., L. pearmani n. sp., Myopsocus amacayacu n. sp., M. amazonensis n. sp., M. andaquies n. sp., M. caliensis n. sp., M. caquetensis n. sp., M. chocoensis n. sp., M. colombianus n. sp., M. garcialdretei n. sp., M. inga n. sp., M. insularis n. sp., M. katios n. sp., M. panchei n. sp., M. putumayensis n. sp. and M. tukunare n. sp. Four species, L. onca Mockford, L. ariasi (New), M. minor (New & Thornton) and M. minutus (Mockford), are also recorded from Colombia. A key for the determination of South American species is also presented.
DOI: 10.5281/zenodo.18068483
title: chamaecostus_acaulis_spades_01.fasta.gz
DOI: 10.5281/zenodo.18068482
title: chamaecostus_acaulis_spades_01.fasta.gz