cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/ryxdtr
title: EDIT - ATBI in Gemer area (Slovakia)

description: The data provided have been collected under the scope of the European Distributed Institute of Taxonomy (EDIT), a network of more than 20 European, North American and Russian taxonomic institutions with support from the European Commission (Project no. 018340). As part of EDIT's activities to strengthen the input of taxonomy for biodiversity conservation, the Museum fuer Naturkunde Berlin (MfN) and the State Museum of Natural History Stuttgart (SMNS), Germany, coordinates and supports the participation of taxonomic experts in "All Taxa and Biodiversity Inventory and Monitoring" (ATBI+M) projects at designated areas of conservation value. ATBI+M efforts are large-scale, longer-term field surveys to record, identify, and document the entire biodiversity of specific (conservation) areas, which will form the basis for subsequent monitoring biodiversity changes over time. All data presented here originate either directly from field surveys undertaken by many individual EDIT researchers and participants at designated ATBI+M sites or from published literature and other records referring to the same areas.
DOI: 10.15468/upoyz1
title: Herbarium of Kitakyushu Museum of Natural History and Human History

description: This database contains the most of specimen listed in the "Enumeration of Vascular Plants in Fukuoka Prefecture Japan. Vol. 1. Pteridophytes" published by the Botanical Society of Fukuoka in 1988.
DOI: 10.15468/veh6ha
title: Fuldaaue (Stadtgebiet Fulda)

description: This dataset holds the observations recorded during the GEO Biodiversity Day "Fuldaaue (Stadtgebiet Fulda)" in Fulda
DOI: 10.15468/vpfqb1
title: FFH-Gebiet Klosterwasser/Burkau

description: This dataset holds the observations recorded during the GEO Biodiversity Day "FFH-Gebiet Klosterwasser/Burkau" in Burkau
DOI: 10.15468/w35jmd
title: G. S. Torrey Herbarium at the University of Connecticut (CONN)

description: The George Safford Torrey Herbarium (CONN) is one division within the Biodiversity Research Collections of the Department of Ecology & Evolutionary Biology at the University of Connecticut. Founded in 1897 by Henry Arthur Ballou as the Herbarium of Storrs Agricultural College, the herbarium currently houses approximately 200,000 vascular plant specimens, as well as collections of bryophytes, lichens, and fossils. Notable collectors represented include L.J. Mehrhoff, E.H. Eames, K.P. Jansson, and G.S. Torrey.
DOI: 10.15468/wbaujr
title: Plant specimens of Toyota City Nature Sanctuary

description: Plant specimens deposited in Toyota City Nature Sanctuary
DOI: 10.15468/wtioun
title: Inventaires naturalistes du Service du Patrimoine naturel / UMS PatriNat-Inventaire du legs Thénard (Bourgogne)

description: Objectif:
Etat des lieux des connaissances de la faune, de la flore, de la géologie et des habitats au sein du legs Thénard en région Bourgogne et proposition de mesures de gestion ou de non gestion de certains milieux, en lien avec les activités locales et professionnelles.

Réseau de collecte: experts du SPN
DOI: 10.15468/xy0eoi
title: Herbarium of Namur

description: While the oldest exsiccata of the FUNDP herbarium date from the early 19th century, it is mainly with the creation of the chair of botany in 1844, some years after the foundation of the then very young University of Namur, that Father Auguste Bellynck LAID the foundations of a heritage that has constantly been extended since those days, thanks to personal collections and numerous purchases.
DOI: 10.15468/ylidmz
title: Herbier Boreal Confluence (BOUM)

description: Dans le cadre d’un partenariat avec les botanistes de l’association « Mémoire du Grand Nord », le Muséum de Bourges a obtenu un des trois exemplaires de l’herbier Boreal Confluence, en échange d’une contrepartie financière au départ de l’expédition. Cette expédition, qui s’est déroulée entre le 25 Mars et le 10 Septembre 2003, reprenait l’itinéraire canadien effectué par le botaniste David Douglas (1799-1834) il y a deux siècles. Ce dernier était un botaniste écossais passionné de sylviculture. Il a effectué de nombreuses missions en Amérique du Nord, notamment pour le compte de l’Horticultural Society de Londres en tant que collectionneur de plantes. De ces voyages, il a rapporté des essences et a permis l’implantation de centaines d’espèces en Europe. Ce projet participe à la transmission d’un savoir-faire ancestral (avec notamment l’utilisation d’un « canoë du nord » en écorce de bouleau pour les déplacements) et à la reconstitution historique des peuplements végétaux canadiens. Les 430 plantes récoltées à cette occasion ont été identifiées, référencées et localisées avec précision. L'herbier est labellisé "Musées de France". <br> Inventaire subventionné par le MESRI.
DOI: 10.15468/znhob4
title: Naturpark Kottenforst-Ville 16.6.09

description: This dataset holds the observations recorded during the GEO Biodiversity Day "Naturpark Kottenforst-Ville 16.6.09" in Pulheim
DOI: 10.15470/5a5kni
title: Herbario MAIA, colección Manuel Martín Bolaños

description: El Herbario MAIA tiene su origen en las colecciones del antiguo Instituto Forestal de Investigaciones y Experiencias (1929). Está ordenado según el sistema filogenético de clasificación de plantas de Adolf Engler. Contiene fundamentalmente plantas leñosas españolas y especies herbáceas y arbustivas recogidas en los bosques de España.

Es un herbario histórico fundado en 1940 y actualmente adscrito al Centro de Investigación Forestal (CIFOR) del Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), dependiente del MINECO.

La colección Manuel Martín Bolaños, Ingeniero de Montes onubense, Jefe de la Sección de Botánica Forestal del IFIE (1952-1964), es una aportación al Herbario MAIA procedente 1117 de pliegos, constituidos por taxones de 201 especies diferentes de 150 géneros. Corresponden a los trabajos de recolección dirigidos en Huelva por Martín Bolaños (1946-1952) para la elaboración del Mapa Forestal de Huelva, que se almacenaron y conservaron en el Herbario MAIA sin determinar, y que han sido determinados por la Dra. Isabel Butler Sierra en su Tesis Doctoral “Los trabajos de Manuel Martín Bolaños sobre la vegetación y la flora forestal de la provincia de Huelva. Aplicación al análisis de cambios espacio-temporales en el paraje natural Sierra Pelada y Rivera de Aserrador” (2016).
DOI: 10.15470/qdrvp3
title: PAMP-tracheo: Vascular plants in Sierra del Mendaur (Navarra, Spain). Undergraduate thesis, C. García-Zamora

description: This dataset provides information about 688 preserved specimens from 551 species and subspecies and 90 families of vascular plants. The specimens were collected in the undergraduate thesis project of García-Zamora (1980), which assessed the vascular plants of Sierra del Mendaur (Navarra, northern Spain).
DOI: 10.5886/yxupar
title: Royal BC Museum - Herbarium (V)

description: The Royal BC Museum herbarium (V) houses 218,000 vascular plants specimens, most of which (&gt;90%) were collected within the limits of the province of British Columbia. Specimens from adjacent jurisdictions such as the Yukon, Alberta, Washington and Alaska make up a smaller part of our collection (&lt;10%). Our earliest specimens were collected in the 1890's and during the first part of the 20th century by James R. Anderson and John Macoun. A recent focus of our collections is on the flora of alpine habitats in northern BC.
DOI: 10.15468/dl.tx6bn8
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lamiastrum galeobdolon var. galeobdolon)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 78 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035564-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqtjqx
title: Occurrence Download

description: A dataset containing 1058957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1058957 records from 1421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035554-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axpz9m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((53.2221 -7.3094,53.175 -6.9401,52.2917 -6.9401,52.2873 -7.3844,52.5484 -7.6243,53.0196 -7.576,53.2221 -7.3094))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053903-250525065834625/datasets/export for details.
DOI: 10.15468/dl.z9jkxh
title: Occurrence Download

description: A dataset containing 5150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 5150 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053904-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15682521
title: HF-NLP10K: A Dataset and Metadata Analysis of 10,000+ Hugging Face NLP Models

description: Hugging Face has become a central platform for sharing NLP models. However, inconsistent and incomplete metadata makes it difficult to find suitable models. In this project, we introduce HF-NLP10K, a structured dataset of over 10,000 NLP models, including many LLMs, enriched with 33 metadata fields, combining Hugging Face API data with LLM-based parsing of free-text model cards.

Here we provide:



📦 The HF-NLP10K dataset (CMA-PROJ_Dataset.csv.gz)

📜 Scripts for dataset creation


Primary contact:

Michael Färber (TU Dresden and ScaDS.AI, Germany) – michael.faerber@tu-dresden.de
DOI: 10.5281/zenodo.15682522
title: HF-NLP10K: A Dataset and Metadata Analysis of 10,000+ Hugging Face NLP Models

description: Hugging Face has become a central platform for sharing NLP models. However, inconsistent and incomplete metadata makes it difficult to find suitable models. In this project, we introduce HF-NLP10K, a structured dataset of over 10,000 NLP models, including many LLMs, enriched with 33 metadata fields, combining Hugging Face API data with LLM-based parsing of free-text model cards.

Here we provide:



📦 The HF-NLP10K dataset (CMA-PROJ_Dataset.csv.gz)

📜 Scripts for dataset creation


Primary contact:

Michael Färber (TU Dresden and ScaDS.AI, Germany) – michael.faerber@tu-dresden.de
DOI: 10.15468/dl.37dsvd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.7662 19.7333,37.7663 20.0599,37.1382 20.0599,37.1382 11.0599,44.3186 11.0599,44.0798 11.2595,43.8495 11.8222,43.8305 12.54,43.3858 13.2657,41.2508 15.1278,41.3523 15.6631,41.1413 16.086,40.7405 16.3725,40.5343 16.9022,39.5387 17.0726,39.1348 18.0388,39.3493 18.6268,39.116 19.1892,38.3245 19.7041,37.7662 19.7333))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053905-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6tkcwc
title: Occurrence Download

description: A dataset containing 613989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rodentia",
 "Year 2024-2025"
 ]
}

 The dataset includes 613989 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053887-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z85pt8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((45.66 11.3473,45.0861 11.0599,46.1382 11.0599,46.1382 11.2722,45.66 11.3473))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053906-250525065834625/datasets/export for details.
DOI: 10.18150/ipeou8
title: Application of pulse-modulated radio-frequency atmospheric pressure glow discharge for degradation of doxycycline from a flowing liquid solution

description: The set of data shows selected data for the plasma-based processes aimed at the removal of doxycycline from liquid solutions.The dataset contains .xlsx files displaying the approach applied for the process parameters optimization and the research outcome. In this context, the following sets contain:Box-Behnken design matrix-displays process parameters such as doxycycline concentrations and solutions flow rate applied in the removal process. These data are set with process temperature and pH.Doxycycline concentrations in the solutions before and after plasma treatment, determined using HPLC-DAD technique.Both of these sets allowed to optimize plasma system, and allowed to link process parameters with the removal efficiency.
DOI: 10.15468/dl.cvsur2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.3005 22.3477,37.1382 22.4869,37.1382 20.0599,37.7663 20.0599,37.7668 21.2899,37.3972 21.7772,37.3005 22.3477))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053907-250525065834625/datasets/export for details.
DOI: 10.25592/uhhfdm.12651
title: An Interview About The Jaasi Kundaa Kaabiila in Berending Pirang (NCAC_RDD_TAPE_0883A)

description: Continuation of TAPE_0883


 Origin and settlement of members of the Jaasi clan in Berending Pirang


<em><sup>Alternative names: Jassi, Bayo, Abdoulie, Abdulie, Abdullahi, Bojang</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.25592/uhhfdm.12650
title: An Interview About The Jaasi Kundaa Kaabiila in Berending Pirang (NCAC_RDD_TAPE_0883A)

description: Continuation of TAPE_0883


 Origin and settlement of members of the Jaasi clan in Berending Pirang


<em><sup>Alternative names: Jassi, Bayo, Abdoulie, Abdulie, Abdullahi, Bojang</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.48425/j3kth58t
title: V_redfox_carcass_examination

description: Red fox carcass examination and dissection data. The data is organized as one file per hunting year (From 1 June to 31 May in the following year) and a readme file with additional information. This dataset contains information about reproductive status, body condition and age of each examined individual, as well as the locations where each fox was shot.
DOI: 10.5281/zenodo.15688161
title: Supplementary Table S2
DOI: 10.5281/zenodo.15688162
title: Supplementary Table S2
DOI: 10.5284/1133021
title: Data from a Trial Trench Evaluation at Paradise Farm and Field Farm, Lower Boddington, Aston le Walls, Northamptonshire, 2020-2022 (HS2 Phase One)

description: This collection comprises reports, images, CAD data, spreadsheets and site records from archaeological trial trench evaluation was undertaken by MOLA at Paradise Farm and Field Farm between 2020 and 2022. The site was located in Northamptonshire, within Community Forum Area CFA15 between Greatworth and Lower Boddington. The location for the evaluation has been selected to address construction programme risk to land required for HS2.
DOI: 10.48425/nxvs558z
title: V_redfox_hunting

description: Hunting records of red foxes in Varanger and Finnmarksvidda. The data are organized in two series of files: V_redfox_hunting_YEAR.txt contains all the foxes shot by local hunters in Varanger, and V_redfox_culled_sno_YEAR.txt lists the number of foxes culled by SNO in Varanger and Finnmarksvidda each year (since 2016_2017details about these foxes are available on rovbase - https://rovbase30.miljodirektoratet.no/). There are two files for each hunting year (From 1 June to 31 May in the following year) and a readme file with additional information. This dataset should be used to represent the dynamics of the numbers of foxes shot.
DOI: 10.15468/dl.sypz5q
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CatalogNumber is 217478458",
 "Country is Malaysia",
 "Month is May",
 "Year is 2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053909-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f9dm5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.9094 1.1982,46.1382 1.9309,46.1382 2.0599,37.1382 2.0599,37.1382 -6.9401,40.3593 -6.9401,40.412 -6.7736,40.0778 -6.426,39.9615 -5.9146,40.3471 -5.2827,40.3421 -4.7259,40.0631 -4.4307,40.3789 -3.7221,40.7318 -3.0429,41.8321 -2.1586,43.8394 0.2906,44.9094 1.1982))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053910-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28590569.v1
title: Supplementary Material: Choreography at the Edge: A Multivocal Literature Review

description: Supplementary Materials for the work: Choreography at the Edge: A Multivocal Literature Review
DOI: 10.71479/6666g-jdh62
title: Triple helix formation (30-adenines strand)
DOI: 10.15468/dl.aup5dz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.5146 10.8961,44.3186 11.0599,37.1382 11.0599,37.1382 2.0599,46.1382 2.0599,46.1382 11.0599,45.0861 11.0599,44.7982 10.9157,44.5146 10.8961))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053911-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bt3nmd
title: Occurrence Download

description: A dataset containing 1312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelphocoris suturalis (Jakovlev, 1882)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1312 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053912-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp3d22
title: Occurrence Download

description: A dataset containing 1312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelphocoris suturalis (Jakovlev, 1882)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1312 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053913-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vphkdg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphyosemion georgiae Lambert & Géry, 1968",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.3629 -22.8988,40.7455 -22.7347,40.8996 -22.3696,40.751 -22.0066,40.3849 -21.8351,39.9523 -22.0203,39.831 -22.3517,39.978 -22.7301,40.3629 -22.8988))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053914-250525065834625/datasets/export for details.
DOI: 10.48425/fl748uw6
title: V_rodents_snaptrapping_abundance_regional

description: Snap trapping data of rodents on the Varanger and Nordkynn peninsula. This dataset has data from the COAT regional study design and has data on site-based abundances. Two related datasets have information on i) trapped individuals and ii) trap status, i.e. missing and closed traps. 

The dataset includes four different types of files and all files are saved as ;-separated txt-files:

* One data file per year (_YEAR.txt)
* One coordinate file with coordinates of all sites (_coordinates.txt)
* One auxiliary file with information about which sites are included in the study design (_aux.txt)
* One readme file with additional information (_readme.pdf)

The dataset has a two-year embargo, older versions of the dataset are publicly available for download.
DOI: 10.15468/dl.w2gb9f
title: Occurrence Download

description: A dataset containing 1312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelphocoris suturalis (Jakovlev, 1882)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1312 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053916-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.