cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18470040
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Salvador Talavera, http://www.wikidata.org/entity/Q6117800. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6117800
DOI: 10.5281/zenodo.18470041
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Salvador Talavera, http://www.wikidata.org/entity/Q6117800. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6117800
DOI: 10.18117/3n95-t119
title: Data for: Assays to measure small molecule Hsp70 agonist activity in vitro and in vivo
DOI: 10.5284/1125805
title: Digital Archive from an Archaeological Excavation at Fornham Park, Fornham St. Genevieve, Suffolk, March-April 2021

description: This collection comprises images, reports, and site records from an archaeological excavation on the land at Fornham Park, Fornham St. Genevieve, Suffolk. This work was undertaken by Pre-Construct Archaeology Ltd. in March and April 2021.The investigations found scattered evidence for activity in this landscape from the Terminal Palaeolithic (c. 11,900-11,200 BP) and Mesolithic periods. Pits and postholes also suggest low-level, perhaps short-lived or seasonal, occupation in the Late Neolithic to Early Bronze Age (c. 2500-1700 BC).The principal discovery was a Late Bronze Age (c. 1000-800 BC) dispersed settlement represented by five somewhat irregular posthole structures and associated pits containing struck and burnt flint, pottery, animal bones, and other residues of domestic-type activity. The remains exposed likely form part of a wider dispersed settlement along this section of the Lark valley.
DOI: 10.5281/zenodo.18469812
title: Image and data for StackOverflow question
DOI: 10.5281/zenodo.18469811
title: Image and data for StackOverflow question
DOI: 10.15468/dl.82zwv4
title: Occurrence Download

description: A dataset containing 151784 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sherkin Island Marine Station Phytoplankton Records from the Southwest Coast of Ireland. Series 1: Long-term data series from Roaringwater Bay/Long Island Bay and South of Sherkin Island, Co Cork 1980-2014"
 ]
}

 The dataset includes 151784 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009607-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c2ken
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viola rupestris, Viola arenaria)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 753 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009646-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qeh24y
title: Occurrence Download

description: A dataset containing 8229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Reynoutria japonica",
 "Year 2015-2020"
 ]
}

 The dataset includes 8229 records from 494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009642-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/baw5f2
title: Data The Everyday Life of Media Fans

description: This dataset is connected to the NWO project "The Everyday Life of Media Fans" (PGW.19.024). &lt;br&gt;

It contains: &lt;br&gt;
(a) Survey results of an exploratory survey on fictional worlds, fandom, and everyday life, held to obtain initial information on what draws fans to their favorite fictional worlds and what routines and experiences they have surrounding these worlds; &lt;br&gt;
(b) Interview guide for semi-structured interviews and media go-alongs focused on research participants' fandom history, their affinity with fictional worlds, their fan accounts, and their everyday life; &lt;br&gt;
(c) Materials for conducting a solicited diary study on fandom activities: diary instructions, diary entry forms, and a debrief guide.
description: Qualtrics XM
description: ATLAS.ti
DOI: 10.15468/dl.2mbvkz
title: Occurrence Download

description: A dataset containing 2228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anterhynchium flavomarginatum"
 ]
}

 The dataset includes 2228 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009644-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmqeyj
title: Occurrence Download

description: A dataset containing 1928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euthynnus alletteratus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 1928 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009645-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqvkj7
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania schraderiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 437 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009647-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7aww8
title: Occurrence Download

description: A dataset containing 30391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.63279 50.51929,4.64774 50.50913,4.71096 50.50687,4.73833 50.51985,4.75724 50.5413,4.74398 50.59689,4.72761 50.61157,4.66806 50.60987,4.63138 50.56924,4.63166 50.5396,4.63279 50.51929))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30391 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009643-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/trng_cvt_32n1
title: Unternehmen, die die Ergebnisse der BWB-Maßnahmen bewerten, nach Bewertungsmethode und NACE Rev. 1.1 Tätigkeit - % aller weiterbildenden Unternehmen (2005)
title: Entreprises évaluant les résultats des actions de FPC par méthode d'évaluation et activité de la NACE Rév. 1.1 - % de toutes les entreprises formatrices (2005)
title: Enterprises which assess the outcomes of CVT activities by assessment method and NACE Rev. 1.1 activity - % of training enterprises (2005)
DOI: 10.15468/dl.qpyjzx
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viola stagnina, Viola stagnina, Viola persicifolia, Viola persicifolia, Viola persicifolia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 233 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009651-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18470034
title: Bustard observation data for the manuscript "Nonlinear climatic responses of the Great Bustard (Otis tarda) across Eurasia"

description: Bustard observation data for the manuscript "Nonlinear climatic responses of the Great Bustard (Otis tarda) across Eurasia", including date, coordinate of the observation; number of individuals; sex; age.
DOI: 10.5281/zenodo.18470035
title: Bustard observation data for the manuscript "Nonlinear climatic responses of the Great Bustard (Otis tarda) across Eurasia"

description: Bustard observation data for the manuscript "Nonlinear climatic responses of the Great Bustard (Otis tarda) across Eurasia", including date, coordinate of the observation; number of individuals; sex; age.
DOI: 10.60507/fk2/qw1map/opedlf
title: Cup_807_images.zip
DOI: 10.60507/fk2/qw1map/fj5mgs
title: GÜNZEL_Cup_807_readme.txt
DOI: 10.15468/dl.qrjq4p
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliostoma occidentale",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 496 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009648-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60507/fk2/qw1map
title: Attic Black-Figure Cup in the Museum Alte Kulturen Tübingen (Inv. 807)

description: Attic Black-Figure Cup in the Museum Alte Kulturen (University of Tübingen, Inv. 807) showing Dionysos with a drinking horn between eyes on side A and a satyr with a drinking horn between eyes on side B. The inside is showing a man with a staff. Date: -520 v. Chr.
description: Agisoft Metashape/Reality Capture, 2.2.0
description: Blender, 4.0
description: SubstancePainter, 11.1.0
description: SubstanceDesigner, 15.0.3
DOI: 10.60507/fk2/qw1map/rpqk1p
title: Cup_1807_model.zip
DOI: 10.15468/dl.4qkhy6
title: Occurrence Download

description: A dataset containing 9688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Asparagopsis armata",
 "Year 1000-2026"
 ]
}

 The dataset includes 9688 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009649-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/r02t-3n55
title: "Shumor: A Benchmark and Multi-Agent Framework for Decoding Humor in Game Reviews"

description: "Humor understanding remains a distinct challenge for large language models (LLMs), particularly in vertical domains rich in cultural nuances, such as video games. In this paper, we introduce Shumor, a large-scale, bilingual humor dataset constructed from extensive Steam game reviews. By benchmarking state-of-the-art (SOTA) LLMs on Shumor for humor intensity prediction, we identified a significant disparity between model predictions and human perception regarding humor intensity in gaming contexts. Facing the tasks of humor classification and explanation, we have found that existing models lack domain knowledge and deep reasoning in the gaming field. Therefore, we propose SOPA-SC (Script-Opposition-Purpose Architecture via Synergistic Collaboration), a novel framework based on the incongruity theory of humor, which combines chain-of-thought (CoT) reasoning with multi-agent collaboration. By simulating the cognitive synergy of specialized agents (Gamer, Linguist, and Psychologist), SOPA-SC effectively decomposes complex domain-specific humor. Experimental results demonstrate that SOPA-SC achieves substantial improvements in both F1-score and Jaccard index for humor classification. Notably, it also significantly boosts recall, effectively mitigating the common issue of \"missed detections\" prevalent in general-purpose models. Furthermore, qualitative evaluations confirm that SOPA-SC significantly surpasses existing foundation models in interpretive depth, accurately decoding implicit community memes and psychological intent."
DOI: 10.15468/dl.km2ha3
title: Occurrence Download

description: A dataset containing 3038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Viola tricolor)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3038 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009654-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17198187
title: Suomen vesistöjen digitoituja jääoloja vuodesta 1739

description: Tässä tutkimuksessa kuvataan Adolf Mobergin vuosilta 1739-1845 koostamien jäänlähtö- ja jäätymishavaintojen sekä Suomen Tiedeseurassa vuosina 1846-1955 kerättyjen jäänlähtö- ja jäätymishavaintojen digitointi tietokantaan.
DOI: 10.15468/dl.7nq77t
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greenland",
 "TaxonKey is Hyperoodon ampullatus"
 ]
}

 The dataset includes 195 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009655-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s8hhk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is one of (Anciennes données CBNBP-Anciennes données Flora CBNBP, INPN - Données flore des CBN agrégées par la FCBN, Données acquises par le Conservatoire botanique national du Bassin parisien et son réseau (bénévoles, associations, autres structures professionnelles) - Flore du Bassin parisien (CBNBP), Système d’évaluation de l’état des Eaux (SEEE) - Données hydrobiologiques sur l'état des eaux de surface - Système d’évaluation de l’état des Eaux (SEEE) - Macrophytes, Observations du Conservatoire botanique national du Bassin parisien., CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes des correspondants d'Olivier ESCUDER, Regroupement de données de la Société Botanique du Centre-Ouest (SBCO) et atlas anciens)",
 "TaxonKey is Eichhornia crassipes",
 "Year 2006-2026"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009653-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k72b2k
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.46543 1.18622,-68.94653 1.18622,-68.94653 8.08991,-77.46543 8.08991,-77.46543 1.18622))",
 "HasGeospatialIssue is false",
 "TaxonKey is Spizaetus isidori"
 ]
}

 The dataset includes 176 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009656-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18469893
title: Pan-European dataset for glacier facies classification

description: The dataset includes 137592 manually annotated point labels and the corresponding image stacks collected on 92 Landsat and Sentinel-2 scenes covering 31 glaciers across the Alps, Pyrenees, Scandinavia, Iceland and Svalbard. Eight surface classes are provided: ice, snow, firn, debris, refrozen-like ice, shadow, water and cloud. Labels were produced by three expert glaciologists and refined through a cross-check procedure involving harmonisation of ambiguous transitions and addition of points in sparsely sampled areas. Pre- and post-cross-check label sets are included, along with acquisition metadata to facilitate reproducibility.

The dataset is intended as a benchmark for automated glacier facies mapping and for developing machine learning or remote sensing algorithms under diverse glaciological and radiometric conditions. Please cite the accompanying paper when using these data.     

To cite this dataset, please follow the instructions at https://github.com/konstantin-a-maslov/glacier_facies_classification
DOI: 10.5281/zenodo.17473412
title: Pan-European dataset for glacier facies classification

description: The dataset includes 137592 manually annotated point labels and the corresponding image stacks collected on 92 Landsat and Sentinel-2 scenes covering 31 glaciers across the Alps, Pyrenees, Scandinavia, Iceland and Svalbard. Eight surface classes are provided: ice, snow, firn, debris, refrozen-like ice, shadow, water and cloud. Labels were produced by three expert glaciologists and refined through a cross-check procedure involving harmonisation of ambiguous transitions and addition of points in sparsely sampled areas. Pre- and post-cross-check label sets are included, along with acquisition metadata to facilitate reproducibility.

The dataset is intended as a benchmark for automated glacier facies mapping and for developing machine learning or remote sensing algorithms under diverse glaciological and radiometric conditions. Please cite the accompanying paper when using these data.     

To cite this dataset, please follow the instructions at https://github.com/konstantin-a-maslov/glacier_facies_classification
DOI: 10.5281/zenodo.18468708
title: Greenhouse Gas fluxes from prescribed burning areas in Finland

description: This dataset contains the fluxes measured using a Licor LI-7810 trace gas analyzer and associated environmental data. Each row of data is one measurement using the static chamber method. The data are group by site and measurement year as follows:

Evo 2020: fluxdat_EV20.csv

Kiviniemi, Leppävirta 2023: fluxdat_LV23.csv

Kiviniemi, Leppävirta 2024: fluxdat_LV24.csv

Kiviniemi, Leppävirta 2025: fluxdat_LV25.csv

Ruunaa, Lieksa 2022: fluxdat_RU22.csv

Ruunaa, Lieksa 2023: fluxdat_RU23.csv

Ruunaa, Lieksa 2024: fluxdat_RU24.csv

A file containing all the methane fluxes from all years and sites is also included: allch4.csv

The metadata to define of all the variables(containing units) are described in: variable_names_glossary.txt

The metadata for the location of each plot is listed in the file: plot_locations.csv
DOI: 10.5281/zenodo.18468709
title: Greenhouse Gas fluxes from prescribed burning areas in Finland

description: This dataset contains the fluxes measured using a Licor LI-7810 trace gas analyzer and associated environmental data. Each row of data is one measurement using the static chamber method. The data are group by site and measurement year as follows:

Evo 2020: fluxdat_EV20.csv

Kiviniemi, Leppävirta 2023: fluxdat_LV23.csv

Kiviniemi, Leppävirta 2024: fluxdat_LV24.csv

Kiviniemi, Leppävirta 2025: fluxdat_LV25.csv

Ruunaa, Lieksa 2022: fluxdat_RU22.csv

Ruunaa, Lieksa 2023: fluxdat_RU23.csv

Ruunaa, Lieksa 2024: fluxdat_RU24.csv

A file containing all the methane fluxes from all years and sites is also included: allch4.csv

The metadata to define of all the variables(containing units) are described in: variable_names_glossary.txt

The metadata for the location of each plot is listed in the file: plot_locations.csv
DOI: 10.5281/zenodo.15264772
title: Eddy covariance data Derrymore saltmarsh: Tidal Inundation Suppresses Carbon Dioxide Exchange in an Irish Atlantic Saltmarsh

description: This data is gap-fillled data from an Eddy covariance tower in Derrymore, Co Kerry, Ireland. The data runs from July 2023 to June 2024. Data were gap-filled using REddyProc. Details and references of data handling are in a paper entitled "Tidal Inundation Suppresses Carbon Dioxide Exchange in an Irish Atlantic Saltmarsh" which has been submitted to Journal of Geophysical Research: Biogeosciences in April, 2025.
DOI: 10.5281/zenodo.15264773
title: Eddy covariance data Derrymore saltmarsh: Tidal Inundation Suppresses Carbon Dioxide Exchange in an Irish Atlantic Saltmarsh

description: This data is gap-fillled data from an Eddy covariance tower in Derrymore, Co Kerry, Ireland. The data runs from July 2023 to June 2024. Data were gap-filled using REddyProc. Details and references of data handling are in a paper entitled "Tidal Inundation Suppresses Carbon Dioxide Exchange in an Irish Atlantic Saltmarsh" which has been submitted to Journal of Geophysical Research: Biogeosciences in April, 2025.
DOI: 10.34740/kaggle/dsv/14719953
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18470027
title: Mussel Shell Waste as a Bio-filler in PLLA: Thermal and Mechanical Performance
DOI: 10.5281/zenodo.18470026
title: Mussel Shell Waste as a Bio-filler in PLLA: Thermal and Mechanical Performance
DOI: 10.17630/9b64c99d-b49b-455c-b439-c896f5cd0f2b
title: Avoiding gauge ambiguities in cavity quantum electrodynamics (dataset)
DOI: 10.17630/b9b0eaac-bd76-4ac9-8455-af7c1b735de1
title: Dataset for Thermoelectric properties of the aliovalent half-Heusler alloy Zn0.5Ti0.5NiSb with intrinsic low thermal conductivity
DOI: 10.15468/sztngd
title: Estonian University of Life Sciences Institute of Agricultural and Environmental Sciences Mycological Herbarium

description: The collection of fungi, largest in Estonia, was founded in 1950 by the Institute of Zoology and Botany (IZB) of the Estonian Academy of Sciences where the distribution, taxonomy and phylogeny of mainly pore and gill fungi, gasteromycetes and discomycetes was studied. The internationally recognized acronym of the fungarium is TAAM. 

The total number of the specimens in TAAM is about 189,000, including 7,750 specimens of exsiccatae that were obtained mainly via exchange. TAAM is one of the most important collections of macromycetes of the northern part of Eurasia, and the most complete collection of Aphyllophoraceous fungi of Siberia and the Russian Far East. Ca 4000 spore samples have been taken in situ, which are included in TAAM sporotheca.

The key collectors are former mycologists of IZB: Erast Parmasto, Kuulo Kalamees, Ain Raitviir, and Leili Järva, Anu Kollom, Bellis Kullman, Urmas Kõljalg, Ilmi Parmasto, Peeter Põldmaa and Mall Vaasma.

More than 700 mycological studies based on TAAM collections have been published. Mycotheca Estonica by E. Parmasto, Fasc. 1-3 (1957-1961) and Corticiaceae USSR by E. Parmasto, Fasc. 1-3 (1966-1969) are based on TAAM material. The mycologists of IZB have completed 20 volumes of the series “Scripta Mycologica” and three fascicles of the distribution maps of Estonian fungi. Proposals have been made to include fungi into the the official list of protected species (issued in 2004) and completation of the Estonian Red Data Lists of fungi (1998, 2008, 2019).