cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15678644
title: The Effect of Peripheral Dopamine on Fracture Healing: An Experimental Study in a Rat Model

description: Summary dataset supporting the statistical analysis of an experimental study on the effects of peripheral dopamine on fracture healing in rats. Access to the data is restricted and available upon reasonable request.
DOI: 10.5281/zenodo.15678645
title: The Effect of Peripheral Dopamine on Fracture Healing: An Experimental Study in a Rat Model

description: Summary dataset supporting the statistical analysis of an experimental study on the effects of peripheral dopamine on fracture healing in rats. Access to the data is restricted and available upon reasonable request.
DOI: 10.15468/dl.mdsyn4
title: Occurrence Download

description: A dataset containing 11159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene samojedorum (Sambuk) Oxelman, Celastrus orbiculatus Thunb., Cornus alba L., Arctous rubra (Rehder & E.H.Wilson) Nakai, Rhododendron aureum Georgi)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 11159 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049651-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg68bf
title: Occurrence Download

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citronella mucronata (Ruiz & Pav.) D.Don",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 966 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049653-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgqq4w
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (United States of America, Mexico)",
 "OccurrenceStatus is Present",
 "TaxonKey is Acanthospermum hispidum DC.",
 "Year 1900-2025"
 ]
}

 The dataset includes 199 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049652-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15678654
title: Jeu "Révise tes bases"

description: Depuis 2015, le SCD de l’Université de Guyane est engagé dans un renouvellement de sa pédagogie : des séquences de jeux sont régulièrement introduites dans ses formations à la méthodologie documentaire afin de favoriser l’interactivité et le plaisir de l’apprentissage. Après avoir créé trois précédents jeux de plateaux sur l’Open Access en 2017, la BU présente « Licences to kill », un nouveau jeu pédagogique créé en 2018.

Ce jeu, « Révise tes bases !»,, a été créé d’après une idée originale de la bibliothécaire Magalie Le Gall. Il est utilisé en fin de cours afin de récapituler les éléments vus pendant la séance, pour en faciliter la mémorisation. C’est un petit mémory qui permet aux étudiants d’assimiler les grandes fonctionnalités présentes dans la majorité des bases de données auxquelles donne accès la bibliothèque.

Une nouvelle version mise à jour de ce jeu a été produite par l'Université de la Nouvelle-Calédonie en 2025 et est disponible ici même. 

Tous les fichiers de ce jeu sont librement disponibles et téléchargeables sous licence Creative Commons BY NC SA sur le site d’archivage pérenne en trois formats : JPEG, PDF et InDesign. Ils sont modifiables et diffusables, mais il est demandé de ne pas en faire d’exploitation commerciale. 

Pour toute information complémentaire, merci de contacter Marie Latour, actuelle coordinatrice Science ouverte à l'Université de la Nouvelle-Calédonie à l'adresse suivante : marie.latour@unc.nc
DOI: 10.5281/zenodo.1973209
title: Jeu "Révise tes bases"

description: Depuis 2015, le SCD de l’Université de Guyane est engagé dans un renouvellement de sa pédagogie : des séquences de jeux sont régulièrement introduites dans ses formations à la méthodologie documentaire afin de favoriser l’interactivité et le plaisir de l’apprentissage. Après avoir créé trois précédents jeux de plateaux sur l’Open Access en 2017, la BU présente « Licences to kill », un nouveau jeu pédagogique créé en 2018.

Ce jeu, « Révise tes bases !»,, a été créé d’après une idée originale de la bibliothécaire Magalie Le Gall. Il est utilisé en fin de cours afin de récapituler les éléments vus pendant la séance, pour en faciliter la mémorisation. C’est un petit mémory qui permet aux étudiants d’assimiler les grandes fonctionnalités présentes dans la majorité des bases de données auxquelles donne accès la bibliothèque.

Une nouvelle version mise à jour de ce jeu a été produite par l'Université de la Nouvelle-Calédonie en 2025 et est disponible ici même. 

Tous les fichiers de ce jeu sont librement disponibles et téléchargeables sous licence Creative Commons BY NC SA sur le site d’archivage pérenne en trois formats : JPEG, PDF et InDesign. Ils sont modifiables et diffusables, mais il est demandé de ne pas en faire d’exploitation commerciale. 

Pour toute information complémentaire, merci de contacter Marie Latour, actuelle coordinatrice Science ouverte à l'Université de la Nouvelle-Calédonie à l'adresse suivante : marie.latour@unc.nc
DOI: 10.6084/m9.figshare.29329532
title: LARRY AnnData (feature inclusive)

description: This gene-filtered version of the LARRY dataset includes several functional genes relevant to hematopoiesis. This dataset was used in Fig. 3 and Fig. 4 of the scDiffEq manuscript.
DOI: 10.6084/m9.figshare.29329532.v1
title: LARRY AnnData (feature inclusive)

description: This gene-filtered version of the LARRY dataset includes several functional genes relevant to hematopoiesis. This dataset was used in Fig. 3 and Fig. 4 of the scDiffEq manuscript.
DOI: 10.15468/dl.auqxsz
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix humboldtiana Willd.",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 107 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049654-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/29n9-ez30
title: "Recording Human Interventions on an Automated Driving Simulator for Trust Prediction in Human-AI Collaborative Experiments"

description: "In order to predict overestimation and underestimation of trust in human-AI cooperation, we conducted a cooperative decision-making task using an automated driving simulator.During the experiment, users intervened when they perceived a threat to the system and documented their actions."
DOI: 10.15468/dl.qguw2h
title: Occurrence Download

description: A dataset containing 669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Suncus murinus (Linnaeus, 1766)"
 ]
}

 The dataset includes 669 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049655-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mjtf3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sophora masafuerana (Phil.) Skottsb.",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049656-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efdd2x
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Podogymnura truei Mearns, 1905"
 ]
}

 The dataset includes 227 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049657-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg9s9m
title: Occurrence Download

description: A dataset containing 227625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.55934 4.79297,-74.25481 4.79297,-74.25481 5.09919,-74.55934 5.09919,-74.55934 4.79297))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 227625 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049602-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/jhxosu
title: European Lepidoptera Observations by Donald Hobern

description: Observations of Lepidoptera by Donald Hobern. These records are mostly the result of light trapping in gardens and of casual observations. Names follow Ole Karsholt and Jozef Razowski, The Lepidoptera of Europe.
DOI: 10.6084/m9.figshare.25326131
title: Performance of deep reinforcement learning algorithms in two-echelon inventory control systems

description: This study conducts a comprehensive analysis of deep reinforcement learning (DRL) algorithms applied to supply chain inventory management (SCIM), which consists of a sequential decision-making problem focussed on determining the optimal quantity of products to produce and ship across multiple capacitated local warehouses over a specific time horizon. In detail, we formulate the problem as a Markov decision process for a divergent two-echelon inventory control system characterised by stochastic and seasonal demand, also presenting a balanced allocation rule designed to prevent backorders in the first echelon. Through numerical experiments, we evaluate the performance of state-of-the-art DRL algorithms and static inventory policies in terms of both cost minimisation and training time while varying the number of local warehouses and product types and the length of replenishment lead times. Our results reveal that the Proximal Policy Optimization algorithm consistently outperforms other algorithms across all experiments, proving to be a robust method for tackling the SCIM problem. Furthermore, the (s, Q)-policy stands as a solid alternative, offering a compromise in performance and computational efficiency. Lastly, this study presents an open-source software library that provides a customisable simulation environment for addressing the SCIM problem, utilising a wide range of DRL algorithms and static inventory policies.
DOI: 10.6084/m9.figshare.25326131.v1
title: Performance of deep reinforcement learning algorithms in two-echelon inventory control systems

description: This study conducts a comprehensive analysis of deep reinforcement learning (DRL) algorithms applied to supply chain inventory management (SCIM), which consists of a sequential decision-making problem focussed on determining the optimal quantity of products to produce and ship across multiple capacitated local warehouses over a specific time horizon. In detail, we formulate the problem as a Markov decision process for a divergent two-echelon inventory control system characterised by stochastic and seasonal demand, also presenting a balanced allocation rule designed to prevent backorders in the first echelon. Through numerical experiments, we evaluate the performance of state-of-the-art DRL algorithms and static inventory policies in terms of both cost minimisation and training time while varying the number of local warehouses and product types and the length of replenishment lead times. Our results reveal that the Proximal Policy Optimization algorithm consistently outperforms other algorithms across all experiments, proving to be a robust method for tackling the SCIM problem. Furthermore, the (s, Q)-policy stands as a solid alternative, offering a compromise in performance and computational efficiency. Lastly, this study presents an open-source software library that provides a customisable simulation environment for addressing the SCIM problem, utilising a wide range of DRL algorithms and static inventory policies.
DOI: 10.6084/m9.figshare.25360317
title: Value co-creation in group enterprises: an evolutionary game theory-based analysis

description: Information barriers exist between subsidiaries in a group enterprise, where each subsidiary acts independently, and hinder rational allocation and utilisation of resources. This study proposed a value co-creation model consisting of heterogeneous subsidiaries in a group enterprise and consumers. By constructing a three-party evolutionary game model, we discussed the impact of information leakage risk, punishment intensity, consumer experience, and reputation on the strategy evolution process, which means the proportion of strategy choices for the three entities over time. We analysed and verified the evolutionary process of the value co-creation system in different scenarios. This study revealed the ‘butterfly effect’ of value co-creation within the group enterprise, highlighting how different combinations of decision-making probabilities among the three entities in the initial stage can result in diverse outcomes, even when starting from identical conditions. The study also found that under certain conditions, group subsidiaries may sacrifice their own interests for the overall interests of cooperation. This study yielded the counterintuitive conclusion that in a stable state, the choice of cooperation strategies between subsidiaries is not directly related to their willingness to share knowledge.
DOI: 10.6084/m9.figshare.25360317.v1
title: Value co-creation in group enterprises: an evolutionary game theory-based analysis

description: Information barriers exist between subsidiaries in a group enterprise, where each subsidiary acts independently, and hinder rational allocation and utilisation of resources. This study proposed a value co-creation model consisting of heterogeneous subsidiaries in a group enterprise and consumers. By constructing a three-party evolutionary game model, we discussed the impact of information leakage risk, punishment intensity, consumer experience, and reputation on the strategy evolution process, which means the proportion of strategy choices for the three entities over time. We analysed and verified the evolutionary process of the value co-creation system in different scenarios. This study revealed the ‘butterfly effect’ of value co-creation within the group enterprise, highlighting how different combinations of decision-making probabilities among the three entities in the initial stage can result in diverse outcomes, even when starting from identical conditions. The study also found that under certain conditions, group subsidiaries may sacrifice their own interests for the overall interests of cooperation. This study yielded the counterintuitive conclusion that in a stable state, the choice of cooperation strategies between subsidiaries is not directly related to their willingness to share knowledge.
DOI: 10.15468/ykymj4
title: Plateforme AUVERGNE-DREAL Auvergne-DREAL Auvergne - Insectes - 2015

description: Jeu de données (protocolés et opportunistes) sur l'entomofaune d'Auvergne
DOI: 10.15468/zrlc2q
title: Données naturalistes (Rhopalocères et Zygènes) d'Alain ROYAUD (indépendant)
DOI: 10.15468/dl.zjnri7
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004954-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txuyc6
title: Occurrence Download

description: A dataset containing 28530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 28530 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035138-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scumtr
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Arctic benthic invertebrate collection of the Zoological Institute of the Russian Academy of Science",
 "TaxonKey is Pycnogonida"
 ]
}

 The dataset includes 408 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004948-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpzvzg
title: Occurrence Download

description: A dataset containing 6167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-89.64569 19.84131,-89.0744 19.84131,-89.0744 20.30823,-89.64569 20.30823,-89.64569 19.84131))",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6167 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004955-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqhey6
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bathyphysa conifera (Studer, 1878) worldwide distribution review"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035139-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/5vasa0
title: CardObs : Observations naturalistes issues de l'outil CardObs-Collection entomologique de Coléoptères français de Gérard Tavakilian

description: Ensemble de données numérisées, issue de la collection personnelle de Gérard Tavakilian. Concerne des Coléoptères collectés dans les années 1960-1970, en majorité par G. Tavakilian lors de ses vacances et sorties entomologiques. La numérisation, réalisée par Julien Touroult avec CardObs, concerne les données métropolitaines de carabes, de longicornes et d'une partie des scarabéides, ainsi que quelques autres familles lorsque les spécimens étaient déterminés. Pour ces groupes, les déterminations ont été contrôlées lors de la saisie.
Les données concernant l'étranger (Maroc notamment) et des spécimens non identifiés, n'ont pas été numérisées.
Cette collection devrait rejoindre le British Muséum de Londres.
DOI: 10.15468/dl.essgcp
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Year 1700-1987",
 "Geometry POLYGON((-73.50187 41.46264,-69.79343 41.46264,-69.79343 42.94529,-73.50187 42.94529,-73.50187 41.46264))",
 "HasCoordinate is true",
 "TaxonKey is Lithobates sylvaticus (LeConte, 1825)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 196 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004946-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkbgga
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "TaxonKey is Lactarius deliciosus (L.) Gray"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035140-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9cjhu
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mastigoptila Flint, 1967",
 "Year 1950-2024"
 ]
}

 The dataset includes 729 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035141-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyn7fk
title: Occurrence Download

description: A dataset containing 2422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia podalyriifolia A.Cunn. ex G.Don",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2422 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035142-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zxpday
title: BCE butterfly data Greece and surrounding countries

description: Butterfly observations by Stoyan Beshkov
DOI: 10.15468/dl.jy4jqq
title: Occurrence Download

description: A dataset containing 3895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asthenes anthoides (King, 1831))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3895 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292558-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.