cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18495032
title: Annuaire de la Recherche Développement Innovation de La Réunion

description: Au cœur de l’océan Indien, La Réunion concentre sur 2500 km² les grands défis planétaires : comment répondre aux besoins d’une population en forte croissance sans mettre en péril les écosystèmes et la biodiversité dont nous dépendons tous ? Comment s’adapter aux conséquences du changement climatique et à la raréfaction des énergies et des matériaux fossiles ? Comment prévenir et traiter les risques sanitaires accrus par la globalisation ? Comment développer les capacités personnelles et collectives et construire une prospérité partagée ? Transformer ces défis en opportunités, tel est l’objectif que poursuit La Réunion à travers sa stratégie de spécialisation intelligente (S3). Souvent traitée sous l’angle unique des handicaps et de la fatalité, notre insularité nous incite à l’innovation : à construire des solutions qui renforcent la résilience du territoire, notre capacité à anticiper et supporter des chocs et des mutations. Elle nous permet également d’expérimenter aujourd’hui des phénomènes et des contraintes qui frapperont demain d’autres territoires de la planète et vers lesquels nous pourrons exporter nos savoir-faire. La stratégie de spécialisation intelligente vise à transformer notre économie, à construire un nouveau modèle de développement écologique et social en misant sur l’innovation. Elle s’appuie pour ce faire sur un écosystème de la recherche et de l’innovation particulièrement dense et dynamique, composé d’institutions publiques résolument engagées, de plateformes de recherche d’excellence, de centres de recherche ou laboratoires spécialisés intégrés dans les grands réseaux régionaux et mondiaux, d’associations professionnelles et de clusters vecteurs d’innovation, d’organismes de formation et de tiers-lieux innovants, ainsi que d’outils d’accompagnement et de développement publics ou privés au service de l’économie de la connaissance. Au total, plus d’une centaine d’organismes participent chaque jour à la construction du territoire de demain. Ensemble, innovons La Réunion !
DOI: 10.5281/zenodo.18495177
title: The mapped craters at the Chang'e-5 and 6 landing sites reported in Xie and Li (2026)

description: The mapped craters, which were exported from CraterTools, were reported in Xie and Li (2026;An impact lull in the middle of the Eratosthenian period revealed by the Chang’e-5 and 6 missions; accepted by Astronomy and Astrophysics)
DOI: 10.5281/zenodo.18495176
title: The mapped craters at the Chang'e-5 and 6 landing sites reported in Xie and Li (2026)

description: The mapped craters, which were exported from CraterTools, were reported in Xie and Li (2026;An impact lull in the middle of the Eratosthenian period revealed by the Chang’e-5 and 6 missions; accepted by Astronomy and Astrophysics)
DOI: 10.5281/zenodo.18495253
title: La Reunion Research and Innovation Directory

description: Deep in the heart of the Indian Ocean, Reunion's 2,500 km² form a focal point for the planet's major challenges: how should we best meet the needs of a fast-growing population without endangering the ecosystems and biodiversity we all depend on? How should we adapt to the effects of climate change and dwindling energy supplies and fossil-based materials? How can we prevent and deal with the health risks accentuated by globalisation? How can we build individual and collective capacity and foster shared prosperity? Reunion's task is to transform these challenges into opportunities through its 3S smart specialisation strategy. More often than not, our island status is seen only as a handicap. In actual fact, it spurs us on to innovate by developing solutions that boost Reunion’s resilience, coupled with our ability to foresee and cope with various impacts and changes. It also means that we are currently experiencing phenomena and constraints that will affect other regions worldwide. Thus based on acquired know-how and experience, we will be able to share our expertise and guidance. The smart specialisation strategy is aimed at transforming our economy by building a new ecological and social development model based on innovation. The strategy is developed via a highly dense and dynamic research and innovation ecosystem: fully-committed public institutions, high-quality research platforms, research centres or specialised laboratories that are members of major regional and international networks, professional associations and clusters promoting innovation, training organisations and innovative co-working spaces, and public or private development support tools geared to the knowledge economy. In all, over 100 organisations are working on a daily basis to build a future fit for Reunion. Together, let's innovate La Reunion!
DOI: 10.5281/zenodo.18495254
title: La Reunion Research and Innovation Directory

description: Deep in the heart of the Indian Ocean, Reunion's 2,500 km² form a focal point for the planet's major challenges: how should we best meet the needs of a fast-growing population without endangering the ecosystems and biodiversity we all depend on? How should we adapt to the effects of climate change and dwindling energy supplies and fossil-based materials? How can we prevent and deal with the health risks accentuated by globalisation? How can we build individual and collective capacity and foster shared prosperity? Reunion's task is to transform these challenges into opportunities through its 3S smart specialisation strategy. More often than not, our island status is seen only as a handicap. In actual fact, it spurs us on to innovate by developing solutions that boost Reunion’s resilience, coupled with our ability to foresee and cope with various impacts and changes. It also means that we are currently experiencing phenomena and constraints that will affect other regions worldwide. Thus based on acquired know-how and experience, we will be able to share our expertise and guidance. The smart specialisation strategy is aimed at transforming our economy by building a new ecological and social development model based on innovation. The strategy is developed via a highly dense and dynamic research and innovation ecosystem: fully-committed public institutions, high-quality research platforms, research centres or specialised laboratories that are members of major regional and international networks, professional associations and clusters promoting innovation, training organisations and innovative co-working spaces, and public or private development support tools geared to the knowledge economy. In all, over 100 organisations are working on a daily basis to build a future fit for Reunion. Together, let's innovate La Reunion!
DOI: 10.15468/dl.u2c6s4
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pareronia ceylanica"
 ]
}

 The dataset includes 156 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013922-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jap.31019161
title: Supplementary Information

description: Supplementary information to "Mechanics and modelling of hierarchically porous metamaterials manufactured by foaming fused deposition modelling"
DOI: 10.60893/figshare.jap.31019161.v1
title: Supplementary Information

description: Supplementary information to "Mechanics and modelling of hierarchically porous metamaterials manufactured by foaming fused deposition modelling"
DOI: 10.15468/dl.jgu248
title: Occurrence Download

description: A dataset containing 57544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is one of (Observation.org, Nature data from around the World, EOD – eBird Observation Dataset, Vogeltrekstation (NL) - Longterm data on biometrics of ringed birds, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Athene noctua",
 "Year 2021-2026"
 ]
}

 The dataset includes 57544 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013882-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18495124
title: Countries in Eastern Europe arranged by Number of Universities in Top Ranks - 30 January 2026

description: The wider Eastern Europe region includes 27 countries—coincidentally the same number as the member states of the European Union (EU)—located west of the Ural Mountains and the Ural River. 

In terms of geopolitical significance, Eastern Europe spans 7,4 million sq km and has a total population of approximately 424 million—without counting in the 34 million Russians who live east of the Ural mountains. This makes the region significantly larger than the EU (which covers nearly 4.3 million sq km), more populous than the US (348 million people) and nearly as populous as the EU (450 million people). Notably, this region includes one of the world's two nuclear superpowers: Russia.

As regards to tertiary education, Eastern Europe hosts 796 research universities, a figure comparable to the 893 Higher Education Institutions (HEIs) across the EU. 589 of Eastern European research universities rank in the top 5000 in the world, 43 in the top 1000, and 14 in the top 500. HEIs in Eastern Europe collectively account for about 103 million citations—slightly more than the total number of citations (101 million) attributed to the top five US universities (Harvard, Stanford, MIT, Berkeley, and Columbia), and substantially more than the total (63 million) for the top five UK universities (Oxford, Cambridge, UCL, Imperial College, and King’s College London).
description: Countries arranged by Number of Universities in Top Ranks - 30 January 2026:  https://doi.org/10.5281/zenodo.18440225
DOI: 10.5281/zenodo.18495123
title: Countries in Eastern Europe arranged by Number of Universities in Top Ranks - 30 January 2026

description: The wider Eastern Europe region includes 27 countries—coincidentally the same number as the member states of the European Union (EU)—located west of the Ural Mountains and the Ural River. 

In terms of geopolitical significance, Eastern Europe spans 7,4 million sq km and has a total population of approximately 424 million—without counting in the 34 million Russians who live east of the Ural mountains. This makes the region significantly larger than the EU (which covers nearly 4.3 million sq km), more populous than the US (348 million people) and nearly as populous as the EU (450 million people). Notably, this region includes one of the world's two nuclear superpowers: Russia.

As regards to tertiary education, Eastern Europe hosts 796 research universities, a figure comparable to the 893 Higher Education Institutions (HEIs) across the EU. 589 of Eastern European research universities rank in the top 5000 in the world, 43 in the top 1000, and 14 in the top 500. HEIs in Eastern Europe collectively account for about 103 million citations—slightly more than the total number of citations (101 million) attributed to the top five US universities (Harvard, Stanford, MIT, Berkeley, and Columbia), and substantially more than the total (63 million) for the top five UK universities (Oxford, Cambridge, UCL, Imperial College, and King’s College London).
description: Countries arranged by Number of Universities in Top Ranks - 30 January 2026:  https://doi.org/10.5281/zenodo.18440225
DOI: 10.5281/zenodo.18359383
title: Skeletal Muscle – Brain Crosstalk in Cognitive Aging and Dementia: Physiological Roles of Myokines and Lactate Signalling

description: ABSTRACT

Aging is accompanied by progressive cognitive decline and an increasing burden of dementia. While physical activity is one of the

most effective non-pharmacological strategies for preserving cognitive health, the biological mechanisms underlying its

neuroprotective effects remain incompletely understood. In recent years, skeletal muscle has emerged as an active endocrine organ

that communicates with the brain through the release of myokines and metabolites during exercise. This muscle–brain crosstalk

provides a mechanistic framework linking muscle activity to brain plasticity and cognitive resilience.This clinical and translational

narrative review synthesizes experimental and translational evidence on skeletal muscle–brain communication in cognitive aging

and dementia, with a specific focus on irisin (FNDC5), brain-derived neurotrophic factor (BDNF), interleukin-6 (IL-6), and lactate

signalling. Exercise-induced irisin enhances hippocampal BDNF expression and synaptic plasticity, while acute muscle-derived IL-

6 exerts anti-inflammatory effects that contrast with the chronic inflammatory state of aging. Lactate, once considered a metabolic

by-product, is now recognized as a key signalling molecule that supports neuronal metabolism, memory formation, and epigenetic

regulation through lactylation.Aging disrupts these beneficial signalling pathways through sarcopenia, metabolic dysfunction, and

chronic low-grade inflammation, thereby increasing vulnerability to cognitive decline and dementia. Evidence from animal models,

observational studies, and exercise interventions in older adults supports a causal link between skeletal muscle health and cognitive

outcomes.By integrating molecular mechanisms with clinical observations, this review highlights skeletal muscle as a modifiable

determinant of brain aging. Preserving muscle health through targeted exercise emerges as a physiologically grounded strategy for

promoting cognitive resilience and reducing dementia risk.
DOI: 10.60893/figshare.jcp.31096129
title: Supplementary Materials

description: Supplementary Materials including raw timings and other data
DOI: 10.5281/zenodo.18359382
title: Skeletal Muscle – Brain Crosstalk in Cognitive Aging and Dementia: Physiological Roles of Myokines and Lactate Signalling

description: ABSTRACT

Aging is accompanied by progressive cognitive decline and an increasing burden of dementia. While physical activity is one of the

most effective non-pharmacological strategies for preserving cognitive health, the biological mechanisms underlying its

neuroprotective effects remain incompletely understood. In recent years, skeletal muscle has emerged as an active endocrine organ

that communicates with the brain through the release of myokines and metabolites during exercise. This muscle–brain crosstalk

provides a mechanistic framework linking muscle activity to brain plasticity and cognitive resilience.This clinical and translational

narrative review synthesizes experimental and translational evidence on skeletal muscle–brain communication in cognitive aging

and dementia, with a specific focus on irisin (FNDC5), brain-derived neurotrophic factor (BDNF), interleukin-6 (IL-6), and lactate

signalling. Exercise-induced irisin enhances hippocampal BDNF expression and synaptic plasticity, while acute muscle-derived IL-

6 exerts anti-inflammatory effects that contrast with the chronic inflammatory state of aging. Lactate, once considered a metabolic

by-product, is now recognized as a key signalling molecule that supports neuronal metabolism, memory formation, and epigenetic

regulation through lactylation.Aging disrupts these beneficial signalling pathways through sarcopenia, metabolic dysfunction, and

chronic low-grade inflammation, thereby increasing vulnerability to cognitive decline and dementia. Evidence from animal models,

observational studies, and exercise interventions in older adults supports a causal link between skeletal muscle health and cognitive

outcomes.By integrating molecular mechanisms with clinical observations, this review highlights skeletal muscle as a modifiable

determinant of brain aging. Preserving muscle health through targeted exercise emerges as a physiologically grounded strategy for

promoting cognitive resilience and reducing dementia risk.
DOI: 10.60893/figshare.jcp.31096129.v1
title: Supplementary Materials

description: Supplementary Materials including raw timings and other data
DOI: 10.60893/figshare.jcp.31111456
title: Supplement material

description: Supporting Information
DOI: 10.60893/figshare.jcp.31111456.v1
title: Supplement material

description: Supporting Information
DOI: 10.15468/dl.qyc8ym
title: Occurrence Download

description: A dataset containing 207285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cornu aspersum",
 "Year 1983-2026"
 ]
}

 The dataset includes 207285 records from 922 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013870-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abnuqr
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Latheticus oryzae"
 ]
}

 The dataset includes 502 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013926-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kumrv
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Damburneya ambigens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 205 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013925-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18495248
title: Intrinsic Conformational Dynamics of Apo HIV-2 Protease Reveal Two Dynamical Phases and Multiple Closed Flap States
DOI: 10.5281/zenodo.18495249
title: Intrinsic Conformational Dynamics of Apo HIV-2 Protease Reveal Two Dynamical Phases and Multiple Closed Flap States
DOI: 10.15468/dl.kf59cs
title: Occurrence Download

description: A dataset containing 852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cigaritis syama"
 ]
}

 The dataset includes 852 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013927-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/lj0udq
title: Watervogels - Wintering waterbirds in Flanders, Belgium

description: Watervogels - Wintering waterbirds in Flanders, Belgium is a sampling event dataset published by the Research Institute for Nature and Forest (INBO). It contains information on more than 94,000 sampling events (bird counts) with over 720,000 observations (and zero counts when there is no associated occurrence) for the period 1991-2016, covering 167 species in over 1,100 wetland sites. The aim of these bird counts is to gather information on the size, distribution and long term trends of wintering waterbird populations in Flanders. These data are also used to assess the importance of individual sites for waterbirds, using quantitative criteria. Furthermore, the waterbird counts contribute to international monitoring programs, such as the International Waterbird Census (coordinated by Wetlands International) and fulfil some of the objectives of the European Bird Directive, the Ramsar Convention, and the Agreement on the Conservation of African-Eurasian Migratory Waterbirds (AEWA). Here the dataset is published as a standardized Darwin Core Archive and includes for each event: a stable eventID, date and location of observation, and a short description of the sampling protocol, effort and conditions (in the event core), supplemented with specific information for each occurrence: a stable occurrenceID, the scientific name and higher classification of the observed species, the number of recorded individuals, and a reference to the observer of the record (in the occurrence extension). Issues with the dataset can be reported at https://github.com/inbo/data-publication/issuesThe following information is not included in this dataset and available upon request: roost site counts, counts from historical (inactive) locations.We have released this dataset to the public domain under a Creative Commons Zero waiver. We would appreciate it if you follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata or via opendata@inbo.be.
DOI: 10.15468/dl.9h8gbf
title: Occurrence Download

description: A dataset containing 906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neogoniolithon brassica-florida"
 ]
}

 The dataset includes 906 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013929-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrhuvw
title: Occurrence Download

description: A dataset containing 1259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Athyma cama"
 ]
}

 The dataset includes 1259 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013930-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/opazih3p
title: Consensus-based optimization on hypersurfaces

description: The dataset is used to test the consensus-based optimization method on hypersurfaces.
DOI: 10.57702/4k0yy8e0
title: Real Biofilm Sequences

description: A real 3D microscopy image sequence of bacterial biofilms. The real biofilm sequences were acquired using lattice light-sheet microscopy.
DOI: 10.57702/1y4i69ae
title: Generative Action-description Prompts for Skeleton-based Action Recognition

description: Skeleton-based action recognition has recently received considerable attention. Current approaches to skeleton-based action recognition are typically formulated as one-hot classification tasks and do not fully exploit the semantic relations between actions.
DOI: 10.57702/fwwp68ef
title: EgoReID

description: EgoReID dataset is a video-based person re-identification dataset captured using 3 mobile cellphones with non-overlapping FOV.
DOI: 10.57702/2el8nxk2
title: AndroidEnv

description: The dataset used in this paper is the AndroidEnv environment.
DOI: 10.57702/srbzm2qm
title: EMNLP2017 WMT News

description: The EMNLP2017 WMT News dataset contains news articles in multiple languages.
DOI: 10.57702/n8ugpykn
title: Instruct-PTBR

description: The dataset used for training the TeenyTinyLlama pair consists of a concatenation of open-source Brazilian Portuguese datasets, including Wikipedia, CulturaX, OSCAR, Common Crawl, and ROOTS. The dataset is filtered to exclude samples classified above a pre-defined toxicity threshold.
DOI: 10.57702/koeev2l6
title: Threads RTE dataset

description: The dataset on which the authors run disagreement reply detection (henceforth: Threads) was converted by us to RTE format based on the threaded conversations labeled in this corpus.
DOI: 10.57702/cithmuih
title: UniversityA

description: The dataset used in this paper for collaborative machine learning for DGA detection.
DOI: 10.57702/9yq8pta9
title: XOR-ATTRIQA

description: The XOR-ATTRIQA dataset is a classification task where model is asked to predict whether the provided answer to the question is supported by the given passage context, which includes 5 languages with 262 examples total.
DOI: 10.18112/openneuro.ds007175.v1.0.1
title: FFR-active-listening