cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57745/kx5uan
title: Carte Consensus QMNA5 QA

description: Cartographie nationale consensuelle des débits moyens (modules) et des débits d’étiage (QMNA5) Ce projet de recherche finalisée a été financé par l’Onema (devenu OFB depuis) et s’est déroulé sur 4 ans (2008-2012). L’objectif était de produire une cartographie nationale des débits moyens et des débits d’étiage résultant d’un consensus entre trois méthodologies de prédétermination des débits développées à Irstea (devenu INRAE depuis) pour permettre aux services gestionnaire des bassins versants de réaliser l’état des lieux et de mettre en œuvre la Directive Cadre Européenne. L’étude se base sur des techniques de régionalisation à partir d’un échantillon commun de 632 bassins versants. La première méthodologie utilise la modélisation pluie-débit au pas de temps mensuel, développée au centre INRAE d’Aix en Provence (contact : nathalie.folton@inrae.fr). La deuxième méthodologie utilise des méthodes géostatistiques (krigeage) et est développée au centre INRAE de Lyon (contact : eric.sauquet@inrae.fr). La troisième méthodologie utilise un modèle distribué et régionalisé exploitant les variables climatiques et est développée au centre INRAE d’Antony (contact : vazken.andreassian@inrae.fr). Si un travail d’inter-comparaison des méthodes a bien été réalisé, l’objectif n’était pas de déterminer quel était le meilleur modèle pour prédéterminer les variables cible, mais plutôt de prendre en compte les qualités de chacun des modèles pour affiner au mieux l’estimation finale (et sans jamais dégrader l’estimation la meilleure). Pour permettre à chaque modèle de s’exprimer nous avons utilisé une combinaison bayésienne. Ce type de combinaison, outre le fait qu’il permet d’ajouter autant de nouvelles variables que l’on souhaite (c’est-à-dire, autant d’estimations que l’on veut provenant de divers méthodes), donne également un accès direct à l’incertitude associée à l’estimation finale du multi-modèle. La pondération affectée à chaque méthode au sein de la combinaison est dépendante du critère de performance de la méthode sur un jeu d’observations prédéfini (632 stations hydrométriques réparties sur l’ensemble du territoire). La combinaison bayésienne consiste en un ajustement d’une loi statistique sur un jeu de données. A chaque apport d’une nouvelle information (ici, à chaque prise en compte d’une nouvelle estimation provenant d’une des trois méthodologies), la loi est réajustée. Après la prise en compte des toutes les estimations, on obtient une estimation moyenne et un écart type associé. La combinaison proposée, appliquée à la maille sur les productions issues des trois méthodologies, assure la continuité des débits le long du réseau hydrographique. Pour l’agrégation des débits, nous nous appuyons sur le réseau de la BD-Carthage version 2010 et d’un plan de drainage issu d’un MNT à 100 m, qui nous permet d’obtenir la surface drainée en chaque maille.
DOI: 10.57745/quupb4
title: 2012_058.pdf

description: Rapport technique, méthodologie appliquée pour l'élaboration des cartes.
DOI: 10.15468/dl.kr5aks
title: Occurrence Download

description: A dataset containing 10305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((18.333909 -32.155183, 18.329694 -32.121491, 18.286445 -32.121491, 18.290650 -32.155183, 18.333909 -32.155183))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10305 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049874-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbt3wf
title: Occurrence Download

description: A dataset containing 3229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tamiops swinhoei, Taphozous longimanus, Taphozous melanopogon, Taphozous nudiventris, Taphozous theobaldi, Tatera indica, Tetracerus quadricornis, Thainycteris aureocollaris, Tonkinomys daovantieni, Trachypithecus barbei, Trachypithecus crepusculus, Trachypithecus cristatus, Trachypithecus delacouri, Trachypithecus francoisi, Trachypithecus geei, Trachypithecus germaini, Trachypithecus hatinhensis, Trachypithecus laotum, Trachypithecus leucocephalus, Trachypithecus margarita)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3229 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049875-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjypqm
title: Occurrence Download

description: A dataset containing 83858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Myioborus pictus)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 83858 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049849-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/fissvo
title: PAN-00177475 - terra sigillata kom type Drag. 37 (EG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177475&lt;/p&gt;
description: Modified: 2025-09-30T13:04:51+02:00
DOI: 10.15468/dl.y2pmz8
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((20.684412 -32.423757, 20.679422 -32.388780, 20.634492 -32.388780, 20.639471 -32.423757, 20.684412 -32.423757))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 187 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049876-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57931/3007669
title: IM3 + EPRI Data Center Load Projections

description: This dataset contains scenarios of hourly total electricity demand with and without projected loads from data centers over the period 2022-2040.
The root projections without data center demands are identical to those documented in Burleyson et al. 2024. In short, those projections encompass hourly electricity demands for 54 Balancing Authorities (BAs) in the United States across a range of eight of weather and socioeconomic scenarios. Refer to the root dataset and accompanying publication, Burleyson et al. 2025, for information about how those projections were generated. For this derivative dataset we used the base loads from the following scenarios:

rcp45hotter_ssp3
rcp45hotter_ssp5
rcp85hotter_ssp3
rcp85hotter_ssp5
The root load projections did not reflect the drastic expansion of data centers that has occurred in the last several years to support artificial intelligence and cloud computing. To reflect growth in data center demand, a second set of load projections were created in which we layered in additional data center load projections based on the data center load growth scenarios described in a 2024 report by the Electric Power Research Institute (EPRI): "Powering Intelligence: Analyzing Artificial Intelligence and Data Center Energy Consumption". The EPRI projections from the report are included in this dataset (EPRI_2024_Projections.xlsx). That report contained annual state-level data center load projections for four year-over-year growth rates for data center demands:

Low (3.71% annual growth)
Moderate (5% annual growth)
High (10% annual growth)
Higher (15% annual growth)
To homogenize the load projections with and without data centers we had to get them to a common scale. The first step was to take the EPRI annual state-level data center energy consumption values and convert them to 8760-hr loads for each year. We did that by assuming a flat (e.g., not weather- or time-sensitive) load profile and distributing the data center loads in each state evenly across all hours in a year. From there the loads were downscaled from the state-level to the county-level using 2019 county-level populations as weights. Finally, the county-level hourly data center loads were summed to the BA-level using the county-to-BA mapping underpinning the root load projections.
The net result is 16 (4 weather and socioeconomic scenarios crossed with 4 data center load growth scenarios) unique load projections for the period 2022-2040. The file format follows that of the root dataset with a single additional column "Scaled_TELL_BA_Load_with_DC_MWh" that contains the hourly loads with the added data center loads for a given BA-year-scenario combination. Please refer to the readme file in the root dataset for more information on the file format.
DOI: 10.15468/dl.p8y2r2
title: Occurrence Download

description: A dataset containing 7451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trachypithecus obscurus, Trachypithecus phayrei, Trachypithecus pileatus, Trachypithecus popa, Trachypithecus selangorensis, Trachypithecus shortridgei, Tragulus kanchil, Tragulus napu, Tragulus versicolor, Tragulus williamsoni, Trichys fasciculata, Trogopterus xanthipes, Tscherskia triton, Tupaia belangeri, Tupaia glis, Tupaia minor, Tylonycteris pachypus, Tylonycteris pygmaea, Tylonycteris robustula, Typhlomys cinereus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7451 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049877-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/zh4rru
title: PAN-00108979 - coin/coin-related, stad, florijn van 28 stuiver

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00108979&lt;/p&gt;
description: Modified: 2025-07-29T10:49:52+02:00
DOI: 10.15468/dl.vnveqz
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((18.301504 -32.682799, 18.296643 -32.644675, 18.247635 -32.644675, 18.252483 -32.682799, 18.301504 -32.682799))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 456 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049880-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5hhjs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BRA.16.62_2, BRA.16.70_2, BRA.16.85_2, BRA.16.105_2, BRA.16.117_2, BRA.16.130_2, BRA.16.182_2, BRA.16.198_2, BRA.16.205_2, BRA.16.211_2, BRA.16.222_2, BRA.16.262_2, BRA.16.292_2, BRA.16.378_2, BRA.16.381_2, BRA.16.388_2)",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17350651
title: Dataset for "Momentum-resolved reflectivity of 2D photonic crystals in the near-infrared"

description: Dataset for "Momentum-resolved reflectivity of 2D photonic crystals in the near-infrared".

The dataset contains:



Experimental data

Analysis scripts in MATLAB

Simulations in MEEP (Python)

Band calculations in MPB (Python)

Original and additional SEM images of the sample

Additional scripts to run the MATLAB code.
DOI: 10.5281/zenodo.17350650
title: Dataset for "Momentum-resolved reflectivity of 2D photonic crystals in the near-infrared"

description: Dataset for "Momentum-resolved reflectivity of 2D photonic crystals in the near-infrared".

The dataset contains:



Experimental data

Analysis scripts in MATLAB

Simulations in MEEP (Python)

Band calculations in MPB (Python)

Original and additional SEM images of the sample

Additional scripts to run the MATLAB code.
DOI: 10.15468/dl.ft7xjx
title: Occurrence Download

description: A dataset containing 8538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-9.64636 43.82726,-9.23838 41.82902,-7.12369 41.40047,-7.77002 37.56582,-8.60881 35.91182,-2.06569 35.84477,4.44498 42.82331,-9.64636 43.82726))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June, July, August)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocles orientalis",
 "Year 1980-2025"
 ]
}

 The dataset includes 8538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049881-251120083545085/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.28987753
title: HEARINGtogether study: barriers to hearing aid acquisition and use in German nursing homes – The residents’ perspective

description: This study investigates barriers to hearing aid acquisition and usage in nursing homes from the residents’ perspective. 85 residents (mean age 83.8 years) were recruited from four nursing homes. Residents underwent pure tone and speech audiograms, completed the Nursing Home Hearing Index (NHHI), and a questionnaire on hearing aids. 25 residents had untreated severe hearing loss (29.4%), but many were reluctant to pursue rehabilitation (15/25). Those hesitant to adopt hearing aids had less severe hearing loss (55.2 dB vs. 66.0 dB for residents open towards hearing aids), were less aware of their hearing loss, felt less impact in their daily life (NHHI 29.3pts vs. 40.4pts), and held more negative preconceptions towards hearing aids. Among residents that already used hearing aids, problems with practical handling were the predominant barrier to regular use, followed by lack of perceived benefit, and barriers in healthcare access. Raising early awareness for hearing loss is important to improve chances for rehabilitation. Educating medical staff in hearing health is crucial to raise awareness for hearing loss, support residents in daily life, and improve adherence to hearing aids. On-site services are essential for nursing homes to facilitate access to healthcare providers.
DOI: 10.6084/m9.figshare.29110215.v1
title: Psychometric validation of the Spanish-versions of the Vanderbilt fatigue scales for adults

description: Listening-related fatigue can be a significant problem for some people with hearing loss. However, such fatigue is rarely assessed by audiologists due, in part, to the scarcity of assessment tools, especially in non-English languages. The goal of this study was to validate the short and long versions of the Spanish Vanderbilt Fatigue Scales for Adults (SP-VFS-As). A between-groups, cross-sectional, study was used to evaluate the psychometric properties, validity, and reliability of the SP-VFS-As. Participants completed the scales online using Qualtrics software. Participants were 287 adults between 18 to &gt;86 years old (206 females; 117 with hearing loss) from 17 countries. Of these, 81 participants completed the scales a second time for reliability purposes. Analyses revealed excellent known-groups validity. The test-retest reliability showed high internal consistency. Factor analyses suggested a unidimensional structure for the scales, consistent with the original English versions. The SP-VFS-As are psychometrically valid, reliable, and appropriate for assessing listening-related fatigue in Spanish speakers.
DOI: 10.6084/m9.figshare.28987753.v1
title: HEARINGtogether study: barriers to hearing aid acquisition and use in German nursing homes – The residents’ perspective

description: This study investigates barriers to hearing aid acquisition and usage in nursing homes from the residents’ perspective. 85 residents (mean age 83.8 years) were recruited from four nursing homes. Residents underwent pure tone and speech audiograms, completed the Nursing Home Hearing Index (NHHI), and a questionnaire on hearing aids. 25 residents had untreated severe hearing loss (29.4%), but many were reluctant to pursue rehabilitation (15/25). Those hesitant to adopt hearing aids had less severe hearing loss (55.2 dB vs. 66.0 dB for residents open towards hearing aids), were less aware of their hearing loss, felt less impact in their daily life (NHHI 29.3pts vs. 40.4pts), and held more negative preconceptions towards hearing aids. Among residents that already used hearing aids, problems with practical handling were the predominant barrier to regular use, followed by lack of perceived benefit, and barriers in healthcare access. Raising early awareness for hearing loss is important to improve chances for rehabilitation. Educating medical staff in hearing health is crucial to raise awareness for hearing loss, support residents in daily life, and improve adherence to hearing aids. On-site services are essential for nursing homes to facilitate access to healthcare providers.
DOI: 10.6084/m9.figshare.29040464
title: Identifying educational interventions aimed at improving communication with older adults with age-related hearing loss: a scoping review and thematic analysis

description: This scoping review summarises existing interventions aimed at educating individuals without hearing loss to enhance their communication with older adults experiencing age-related hearing loss (ARHL). Data collection employed a systematic search approach as per the guidelines of Arksey & O’Malley, and followed the PRISMA-ScR guidelines. A structured search was conducted involving four research databases from 2000 to 2023, with additional grey literature searching. Original papers written in English, reporting the design and implementation of educational interventions targeting communication with older adults with ARHL, were included. Reflexive thematic analysis was used to identify themes related to intervention type and methodology, and key findings. 13 eligible intervention studies were identified and summarised. Four main themes were described: (1) education and communication skills training; (2) mode of intervention delivery; (3) appropriateness of the intervention and satisfaction among participants; (4) transforming attitudes on hearing loss for better relationships and emotional well-being. The link between hearing loss and diminished quality of life in older adults with ARHL highlights the importance of ongoing development of innovative educational programmes targeting effective communication in diverse settings, including clinical environments.
DOI: 10.6084/m9.figshare.29040464.v1
title: Identifying educational interventions aimed at improving communication with older adults with age-related hearing loss: a scoping review and thematic analysis

description: This scoping review summarises existing interventions aimed at educating individuals without hearing loss to enhance their communication with older adults experiencing age-related hearing loss (ARHL). Data collection employed a systematic search approach as per the guidelines of Arksey & O’Malley, and followed the PRISMA-ScR guidelines. A structured search was conducted involving four research databases from 2000 to 2023, with additional grey literature searching. Original papers written in English, reporting the design and implementation of educational interventions targeting communication with older adults with ARHL, were included. Reflexive thematic analysis was used to identify themes related to intervention type and methodology, and key findings. 13 eligible intervention studies were identified and summarised. Four main themes were described: (1) education and communication skills training; (2) mode of intervention delivery; (3) appropriateness of the intervention and satisfaction among participants; (4) transforming attitudes on hearing loss for better relationships and emotional well-being. The link between hearing loss and diminished quality of life in older adults with ARHL highlights the importance of ongoing development of innovative educational programmes targeting effective communication in diverse settings, including clinical environments.
DOI: 10.6084/m9.figshare.29110215
title: Psychometric validation of the Spanish-versions of the Vanderbilt fatigue scales for adults

description: Listening-related fatigue can be a significant problem for some people with hearing loss. However, such fatigue is rarely assessed by audiologists due, in part, to the scarcity of assessment tools, especially in non-English languages. The goal of this study was to validate the short and long versions of the Spanish Vanderbilt Fatigue Scales for Adults (SP-VFS-As). A between-groups, cross-sectional, study was used to evaluate the psychometric properties, validity, and reliability of the SP-VFS-As. Participants completed the scales online using Qualtrics software. Participants were 287 adults between 18 to &gt;86 years old (206 females; 117 with hearing loss) from 17 countries. Of these, 81 participants completed the scales a second time for reliability purposes. Analyses revealed excellent known-groups validity. The test-retest reliability showed high internal consistency. Factor analyses suggested a unidimensional structure for the scales, consistent with the original English versions. The SP-VFS-As are psychometrically valid, reliable, and appropriate for assessing listening-related fatigue in Spanish speakers.
DOI: 10.17026/ar/gdudia
title: PAN-00002681 - coin/coin-related, Theodosius' dynastie (379-455), aes IV

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00002681&lt;/p&gt;
description: Modified: 2025-08-19T08:05:00+02:00