cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sbg2qt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamarix sachensis"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069691-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29pg6k
title: Occurrence Download

description: A dataset containing 1945 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Yeast Collection in BCRC"
 ]
}

 The dataset includes 1945 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069692-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30978100
title: Substrate-directed <i>in situ</i> deposition of zinc phosphate nanoparticles enables a low

description: A substrate-directed <i>in situ</i> nanodeposition strategy is developed to engineer a durable resin–dentin interface. The anion-rich DDM directs formation of nano–zinc phosphate nanoparticles, which deplete interface-confined water, stabilize collagen fibrils, and suppress matrix metalloproteinase activity. This single-step approach enables construction of low-defect, durable hybrid layers with improved long-term durability.
DOI: 10.6084/m9.figshare.30978100.v1
title: Substrate-directed <i>in situ</i> deposition of zinc phosphate nanoparticles enables a low

description: A substrate-directed <i>in situ</i> nanodeposition strategy is developed to engineer a durable resin–dentin interface. The anion-rich DDM directs formation of nano–zinc phosphate nanoparticles, which deplete interface-confined water, stabilize collagen fibrils, and suppress matrix metalloproteinase activity. This single-step approach enables construction of low-defect, durable hybrid layers with improved long-term durability.
DOI: 10.15468/dl.vshpxh
title: Occurrence Download

description: A dataset containing 2176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6.16_1",
 "Year 2000-2024"
 ]
}

 The dataset includes 2176 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069693-251120083545085/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/14352152
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.uwj3bf
title: Occurrence Download

description: A dataset containing 6072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6.2_1",
 "Year 2000-2024"
 ]
}

 The dataset includes 6072 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069696-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18105293
title: Défi de falsification du postulat DEDIĈI _ Hub de recherche ouverte sur l'organisation de la solidarité.

description: Ce dépôt constitue un point d’entrée officiel vers un hub de recherche ouvert consacré au défi de falsification du postulat DEDIĈI, accessible à l’adresse suivante :

👉 https://www.dedici.org/defi-falsification-postulat-dedici

Le hub présente un postulat explicitement falsifiable portant sur l’organisation de la solidarité autour des personnes en situation de vulnérabilité :

Tout événement indésirable spécifique à une situation de vulnérabilité implique nécessairement la faiblesse d’au moins un des cinq principes fondamentaux de la solidarité.

Cette proposition ne relève pas d’un cadre académique institutionnel classique. Elle est issue d’une recherche citoyenne, nourrie par une recherche-action de plusieurs années, et formulée de manière volontairement ouverte afin d’inviter : des chercheur·e·s, des équipes pluridisciplinaires, des praticiens réflexifs, ou toute personne intéressée par les sciences sociales, à tenter la réfutation, la délimitation ou la discussion méthodologique de ce postulat.

Le dépôt ne contient pas de corpus fermé. Il agit comme un repère stable (DOI) pointant vers un espace vivant, évolutif, documenté et librement accessible en ligne.

Champs disciplinaires

Social Sciences, Sociology, Organization Studies, Social Innovation, Ethics, Disability Studies, Care Studies, Public Policy

Mots-clés

Vulnerability, social solidarity, organization of care, social organization, innovation sociale, recherche citoyenne, recherche-action, falsifiability, social systems, disability, autonomy, self-determination, circle of trust, collective intelligence, institutional support, citizen solidarity

Note

Ce dépôt ne revendique aucun statut académique normé. Il s’inscrit dans une logique de science ouverte, assumant : une posture hors-institution, l’absence de comité éditorial, l’absence de validation par les pairs a priori,

au profit d’une invitation explicite à la falsification, conformément à une épistémologie inspirée des sciences critiques.

Le hub constitue un objet frontière entre : théorie organisationnelle, pratiques de terrain, modélisation systémique, et réflexion éthique sur la solidarité.
DOI: 10.5281/zenodo.18105295
title: Défi de falsification du postulat DEDIĈI _ Hub de recherche ouverte sur l'organisation de la solidarité.

description: Ce dépôt constitue un point d’entrée officiel vers un hub de recherche ouvert consacré au défi de falsification du postulat DEDIĈI, accessible à l’adresse suivante :

👉 https://www.dedici.org/defi-falsification-postulat-dedici

Le hub présente un postulat explicitement falsifiable portant sur l’organisation de la solidarité autour des personnes en situation de vulnérabilité :

Tout événement indésirable spécifique à une situation de vulnérabilité implique nécessairement la faiblesse d’au moins un des cinq principes fondamentaux de la solidarité.

Cette proposition ne relève pas d’un cadre académique institutionnel classique. Elle est issue d’une recherche citoyenne, nourrie par une recherche-action de plusieurs années, et formulée de manière volontairement ouverte afin d’inviter : des chercheur·e·s, des équipes pluridisciplinaires, des praticiens réflexifs, ou toute personne intéressée par les sciences sociales, à tenter la réfutation, la délimitation ou la discussion méthodologique de ce postulat.

Le dépôt ne contient pas de corpus fermé. Il agit comme un repère stable (DOI) pointant vers un espace vivant, évolutif, documenté et librement accessible en ligne.

Champs disciplinaires

Social Sciences, Sociology, Organization Studies, Social Innovation, Ethics, Disability Studies, Care Studies, Public Policy

Mots-clés

Vulnerability, social solidarity, organization of care, social organization, innovation sociale, recherche citoyenne, recherche-action, falsifiability, social systems, disability, autonomy, self-determination, circle of trust, collective intelligence, institutional support, citizen solidarity

Note

Ce dépôt ne revendique aucun statut académique normé. Il s’inscrit dans une logique de science ouverte, assumant : une posture hors-institution, l’absence de comité éditorial, l’absence de validation par les pairs a priori,

au profit d’une invitation explicite à la falsification, conformément à une épistémologie inspirée des sciences critiques.

Le hub constitue un objet frontière entre : théorie organisationnelle, pratiques de terrain, modélisation systémique, et réflexion éthique sur la solidarité.
DOI: 10.57967/hf/7401
title: KOPP
DOI: 10.57967/hf/7402
title: medical_corpus
DOI: 10.34740/kaggle/dsv/14352158
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.57967/hf/7403
title: FA_KQA
DOI: 10.57967/hf/7404
title: FA_MED_MMLU
DOI: 10.15468/dl.87xrpu
title: Occurrence Download

description: A dataset containing 21760 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum rostratum"
 ]
}

 The dataset includes 21760 records from 409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069697-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/xm8c-h745
title: "From Forecasts to Decisions: Assessing the Operational Value of Forecasting Accuracy in Emergency Department Staffing Decisions"

description: "Accurate forecasting is essential for emergency department staffing decisions, where errors have a serious impact on operating costs and the quality of care. Traditional forecasting evaluation metrics, such as Root Mean Square Error (RMSE), do not capture the effects of expected errors on operations. In this research, we experimentally evaluate how the accuracy of forecasts affects day-to-day staffing decisions by integrating 11 forecasting methodologies (from classic statistical models to advanced machine learning) into a staffing-optimization framework.Using real-world Emergency Department (ED) data, we compare the performance of each forecasting method with operational outcomes that are directly relevant to staffing decisions, including daily staffing imbalance and the number of overstaffing and understaffing days. The results show that forecasts with lower bias, regardless of their overall statistical accuracy, lead to significantly fewer staffing mismatches. Forecasts that closely match actual demand distributions, as indicated by a low Mean Error (ME), generate better operational outcomes than forecasts with similar RMSE but higher bias. In contrast, forecasts that systematically overestimate or underestimate demand, even when statistically accurate, result in considerable staffing imbalances. These findings demonstrate that reducing forecast bias is more important for effective staffing decisions than minimizing aggregate error measures alone.By aligning forecasting and optimization objectives, our findings provide actionable guidance for ED managers to improve resource allocation, maintain balanced staffing levels, enhance patient care, and ensure more efficient use of limited healthcare resources."
DOI: 10.34740/kaggle/dsv/14352208
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.57967/hf/7405
title: MF3QA_uncleaned
DOI: 10.5281/zenodo.17639501
title: Traversal Design For Open Worlds: How Movement Shapes Exploration in 3D Open World Video Games

description: The following data were collected from an experiment conducted from the 6th of October 2025 to 22nd October 2025. The experiment conducted aims to understand the impact of different variety of Traversal Mechanics combined with different attributes towards open world exploration. The following data includes player steps data, total distance travelled, and the level of interaction with Points of Interest.
DOI: 10.5281/zenodo.18105383
title: Traversal Design For Open Worlds: How Movement Shapes Exploration in 3D Open World Video Games

description: The following data were collected from an experiment conducted from the 6th of October 2025 to 22nd October 2025. The experiment conducted aims to understand the impact of different variety of Traversal Mechanics combined with different attributes towards open world exploration. The following data includes player steps data, total distance travelled, and the level of interaction with Points of Interest.
DOI: 10.5281/zenodo.18101359
title: I-ADOPT Corpus

description: This repository is used to create a corpus of valid I-ADOPT representations to be used in benchmark studies. The dataset contains 102 research variables modeled according to the I-ADOPT Ontology. The I-ADOPT framework is designed to facilitate interoperability between existing variable descriptions. In this dataset, the representations were developed in close collaboration with domain experts to ensure that the correct semantics are captured. We gratefully acknowledge the following individuals:

Andrea Tarallo (ORCID: https://orcid.org/0000-0002-2749-8588) Anne Fouilloux (ORCID: https://orcid.org/0000-0002-1784-2920) Dario Bijker (ORCID: https://orcid.org/0000-0002-0319-6542) Dirk Devriendt (ORCID: https://orcid.org/0000-0002-6514-0173) Esteban González (ORCID: https://orcid.org/0000-0003-4112-6825) Gao Chen (ORCID: https://orcid.org/0009-0001-1699-7824) Indrani Mahapatra (ORCID: https://orcid.org/0000-0002-6396-0848) Jean-Francois Le Roux (ORCID: https://orcid.org/0000-0003-1265-3247) Judith Schneider (ORCID: https://orcid.org/0009-0007-6976-1456) Katharina Řiháčková (ORCID: https://orcid.org/0000-0003-0222-801X) Lorenzo Corgnati (ORCID: https://orcid.org/0000-0001-5819-7713) Markus Stocker (ORCID: https://orcid.org/0000-0001-5492-3212) Milena Cukic (ORCID: https://orcid.org/0000-0002-9162-987X) Morgan Silverman (ORCID: https://orcid.org/0009-0005-9333-9859) Sirko Schindler (ORCID: https://orcid.org/0000-0002-0964-4457) Torill Hamre (ORCID: https://orcid.org/0000-0001-8784-9100)
DOI: 10.57967/hf/7406
title: MF3QA
DOI: 10.15468/dl.48e45g
title: Occurrence Download

description: A dataset containing 104837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6.11_1",
 "Year 2000-2024"
 ]
}

 The dataset includes 104837 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069695-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18105401
title: Comparative Study of WIMP and CUI to Resolve Human-Machine Conflict from Task-Interface Mismatch in SMT Process Management

description: Experiment results of research "Comparative Study of WIMP and CUI to Resolve Human-Machine Conflict from Task-Interface Mismatch in SMT Process Management"
DOI: 10.5281/zenodo.18105400
title: Comparative Study of WIMP and CUI to Resolve Human-Machine Conflict from Task-Interface Mismatch in SMT Process Management

description: Experiment results of research "Comparative Study of WIMP and CUI to Resolve Human-Machine Conflict from Task-Interface Mismatch in SMT Process Management"
DOI: 10.6084/m9.figshare.30161983
title: Supplementary tables

description: Assessing Pb Isotopic Equilibrium Between Apatite and K-Feldspar (datasets)
DOI: 10.6084/m9.figshare.30161983.v2
title: Supplementary tables

description: Assessing Pb Isotopic Equilibrium Between Apatite and K-Feldspar (datasets)
DOI: 10.6084/m9.figshare.30161983.v1
title: Tables S2 to S4

description: Isotopic Disequilibrium Between Apatite and K-Feldspar in U–Pb Geochronology
DOI: 10.5281/zenodo.18102999
title: Distribution Analysis of Pre-Qin Copper Smelting Sites in Key Regions of China Using Maximum Entropy Modelling
DOI: 10.5281/zenodo.18103000
title: Distribution Analysis of Pre-Qin Copper Smelting Sites in Key Regions of China Using Maximum Entropy Modelling
DOI: 10.5281/zenodo.18105408
title: ODS Eurofer steel toughened by Eurofer steel via bimodal phase approach

description: Dataset for the publication within the project of MeBioSys.
DOI: 10.5281/zenodo.18105409
title: ODS Eurofer steel toughened by Eurofer steel via bimodal phase approach

description: Dataset for the publication within the project of MeBioSys.
DOI: 10.15468/dl.njn22f
title: Occurrence Download

description: A dataset containing 8278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6.20_1",
 "Year 2000-2024"
 ]
}

 The dataset includes 8278 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069698-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt7aut
title: Occurrence Download

description: A dataset containing 2743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.6.1_1",
 "Year 2000-2024"
 ]
}

 The dataset includes 2743 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069699-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnkpcz
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypripedium japonicum",
 "Year 1950-2025"
 ]
}

 The dataset includes 156 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069702-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.husyht
title: Occurrence Download

description: A dataset containing 467292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeronautes saxatalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 467292 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069694-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.20876.78729
title: global water problems
DOI: 10.5281/zenodo.18104056
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.7269pf
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence dataset from the waterbird survey of the middle and lower Huai He floodplain, China"
 ]
}

 The dataset includes 569 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069703-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auqg29
title: Occurrence Download

description: A dataset containing 115553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Porzana porzana"
 ]
}

 The dataset includes 115553 records from 542 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069685-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmta5e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isatis quadrialata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051772-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0208896.10fu
title: SH0208896.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208897.10fu
title: SH0208897.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208898.10fu
title: SH0208898.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.