cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15780703
title: Dataset of "Effects of Loading and Nafion Content on the Activity and Stability of Iridium Oxygen Evolution Reaction Catalysts"

description: Proton-exchange-membrane water electrolysis (PEMWE) is a leading technology for scalable, carbon-free hydrogen production, but its widespread adoption is limited by the cost and scarcity of iridium (Ir) oxygen-evolution catalysts. To develop stable, low-loading anodes, standardized testing procedures must be established based on a clear understanding of how each catalyst-layer component, including the catalyst loading and ionomer binder, affects performance and degradation. Here, we systematically investigate how catalyst loading and Nafion ionomer content affect the activity–stability tradeoff in metallic Ir and thermally prepared IrOx. Real-time Ir dissolution is tracked using scanning flow cell coupled with inductively coupled plasma mass spectrometry (SFC-ICP-MS) and benchmarked with rotating-disk electrode (RDE) measurements, while morphology and interfacial properties are analyzed by SEM-EDX, X-ray photoelectron spectroscopy, and contact-angle goniometry. Varying Ir loading has minimal effect on the activity or dissolution of metallic Ir. By contrast, Nafion–catalyst interactions strongly influence both utilization and degradation: weak binding on metallic Ir leads to poor dispersion, coffee-ring effects, and reduced electrochemically active surface area, while strong binding on IrOx improves dispersion and boosts activity at moderate loadings but increases dissolution, likely due to sulfonate interactions or reduced agglomerate size. Across both catalysts, 10 wt.% Nafion provides the best balance between performance and durability. These results demonstrate the critical role of interfacial chemistry in electrocatalyst design and offer practical guidance for developing low-loading, durable PEMWE anodes for renewable hydrogen production.
DOI: 10.15468/9tt6hw
title: Données de la quête INPN Espèces : La Fritillaire….dans les bois ? Encore une histoire !

description: Un collectif de chercheurs travaillant sur l’écologie historique, regroupant des géographes (ThéMA), des écologues (EDYSAN) et des archéologues et historiens (MSHE) s’interroge, pour la seconde année consécutive, sur le statut écologique de la Fritillaire pintade : serait-ce une espèce forestière ?<br>

L’écologie de la fritillaire pintade (<i>Fritillaria meleagris</i> L.), une Liliacée très facile à déterminer, sans risque de confusion, est bien connue des botanistes : en Europe de l’Ouest, cette espèce croît dans les prairies humides des grandes vallées alluviales.<br>

Or de très rares localités ont été découvertes dans des forêts alluviales qui sont restées forestières depuis au moins 2500 ans (analyse de textes historiques, cartes et plans anciens, LiDAR, travaux et fouilles archéologiques).<br>

Cette espèce accomplit son cycle biologique au tout début du printemps et ne reste en fleur que 2-3 semaines maximum. Ainsi, en forêt, elle échappe à la sagacité du botaniste ou forestier. <br>

Afin de compléter les données reçues en 2021, l’objectif de cette quête est donc de rechercher cette espèce dans des milieux bien particuliers : les habitats de forêts alluviales – boisements spontanés et peupleraies et les grandes vallées alluviales : Loire, Seine, Rhône, Meuse, Rhin, Garonne et leurs affluents, pendant une période de temps bien précise (mi-février - début mai).<br>

Attention, cette espèce est protégée dans de nombreuses régions. Il vous est demandé de ne pas la ramasser.
DOI: 10.6084/m9.figshare.30479201
title: Dataset

description: Entrepreneurial Intention Higher Education and Perceived Institutional Support
DOI: 10.6084/m9.figshare.30479201.v1
title: Dataset

description: Entrepreneurial Intention Higher Education and Perceived Institutional Support
DOI: 10.15468/n5nuuc
title: Swedish Bird Survey: Winter point count routes (Vinterpunktrutterna)

description: The summer and winter point count routes (“punktrutterna”) are two of several schemes within the Swedish Bird Survey (see below), run by the Department of Biology at Lund University. The point count routes were initiated in 1975 as a standardized method for detecting and reporting changes in the abundance of birds and their distributions in Sweden over time. The point count routes can be surveyed in summer and/or winter.The surveys are initiated and carried out by volunteer ornithologists who use standardized methods to count birds along routes of their own choice.Nearly 3200 point count routes have been surveyed at least once up to and including the winter 2023/2024, and almost 2500 of these have been surveyed during the winter. The dataset presented here is for the winter point count routes.In this dataset, some information is placed in the table ExtendedMeasurementOrFacts (eMoF), which is part of the Source Archive available to download directly from the dataset’s page here on gbif.org. The Source Archive contains the data exactly as uploaded to gbif (verbatim). Should you choose to download the dataset as GBIF Annotated Archive instead, the data has been interpreted and quality controlled by gbif, but, the data in the eMoF will not be included as the eMoF extension is not yet supported by gbif.
DOI: 10.15468/blpygb
title: Taiwan Wild Bird Federation Bird Records Database

description: Taiwan Wild Bird Federation Bird Records Database (TWBF Database), the first and the largest web-based biodiversity citizen science database of Taiwan, has collected a large number of birdwatching checklists provided by more than 3,000 users. From 1972 to 2017, the TWBF Database accumulated 1,853,589 bird records within 102,716 checklists, covering nearly all area and almost 90% of the 653 bird species of Taiwan Island and its outlying islands.
DOI: 10.15468/c8eqwy
title: Collecte et gestion des données de sciences participatives sur les Araignées en Limousin-Ensemble des données

description: Extraction des données araignées saisies dans Faune Limousin au 18 octobre 2019. Données de familles et données protégées éliminées.
DOI: 10.6084/m9.figshare.30071641.v2
title: <b>Comprehensive transcriptomic analysis identifies Lrg1 as a potential therapeutic target for preventing muscle atrophy in cancer cachexia</b><b> </b><b>Lee et al. Supplementary Data</b>

description: Figures S1–S9 and Table S1-S6.Table S1. Quantitative summary of cachexia-associated phenotypes in CT26 tumor-bearing miceTable S2. A summary of transcriptome data utilized for selecting composite DEGs in cancer cachexia.Table S3. A summary of cut-off criteria applied to transcriptome datasets.Table S4. List of differentially expressed genes from bulk RNA-seq analysis in cachexia models of pancreatic, colorectal, lung cancer.Table S5. List of transcriptome and proteome data used in this study.Table S6. List of differentially expressed genes identified in each cell type from scRNA-seq analysis of the melanoma cachexia model.
DOI: 10.15468/fugoeo
title: NDFF National garden butterfly count

description: Dutch Butterfly Conservation has organised the annual national garden butterfly count since 2008. Every first weekend of August, anyone can participate by counting the number of butterflies in their garden, noting down that number and/or reporting it via the 'Vlindermee' app.
Dataset available via https://www.ndff.nl/english / serviceteamndff@natuurloket.nl
Positive observations without zeros.
NDFF protocol 3.003 https://www.ndff.nl/overdendff/validatie/protocollen/3-003-protocol-waarnemingen-tuinvlindertelling/
DOI: 10.15468/dl.2gn64d
title: Occurrence Download

description: A dataset containing 170420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 170420 records from 505 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006414-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3c5q3
title: Occurrence Download

description: A dataset containing 8353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Crotalus horridus"
 ]
}

 The dataset includes 8353 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062453-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4jd3k
title: Occurrence Download

description: A dataset containing 2076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidyanus bidyanus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2076 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062454-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63cqaz
title: Occurrence Download

description: A dataset containing 1404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Falconiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 30,180 30,180 60,150 60,150 30))"
 ]
}

 The dataset includes 1404 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062457-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6azngs
title: Occurrence Download

description: A dataset containing 2759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Geometry POLYGON((103.59265 -6.11939,106.34898 -5.72301,106.81391 -2.47731,105.15346 -1.14965,103.65906 0.77636,100.53743 2.53563,98.97661 4.25939,97.28296 5.8802,94.7923 5.78109,95.02476 4.62359,96.81804 3.06633,98.47848 1.47361,99.20908 -0.38592,100.37139 -2.44413,101.99862 -4.6978,103.59265 -6.11939))",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN)"
 ]
}

 The dataset includes 2759 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062455-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzfj7w
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachycardium consors",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062458-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3mzwrjjjs6.1
title: Data on Professional Learning Communities, Experiential Learning, and Teacher Competence: A Case Study in Vietnam

description: Data on Professional Learning Communities, Experiential Learning, and Teacher Competence: A Case Study in Vietnam
DOI: 10.34740/kaggle/dsv/14436146
title: Mahanagar Yatayat Transport Dataset
DOI: 10.17632/9jjp2shgp3
title: Reification Awareness

description: This is a video used by one of my researchs with nursing students.
DOI: 10.17632/9jjp2shgp3.2
title: Reification Awareness

description: This is a video used by one of my researchs with nursing students.
DOI: 10.15468/dl.kkbruv
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrocophias campbelli"
 ]
}

 The dataset includes 86 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081728-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wdd527mgt7.4
title: Innovation-Economic Trade-offs：A Perspective of Low-Carbon Policy Intensity

description: README: Replication Package
Paper Title
Innovation-Economic Trade-offs：A Perspective of Low-Carbon Policy Intensity

This replication package provides all the publicly available data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/k77xc3zrg8
title: Data of the Geographical detector for the Upper Yangtze River Watershed

description: Data of the Geographical detector for the Upper Yangtze River Watershed
DOI: 10.17632/k77xc3zrg8.1
title: Data of the Geographical detector for the Upper Yangtze River Watershed

description: Data of the Geographical detector for the Upper Yangtze River Watershed
DOI: 10.15489/epg4bddif308
title: Tree Species - Sentinel-2 - Germany, 2016

description: The Tree Species Germany product provides a map of dominant tree species across Germany for the year 2016 at a spatial resolution of 10 meters. The map depicts the distribution of ten tree species groups derived from multi-temporal optical Sentinel-2 data. The input features explicitly incorporate phenological information to capture seasonal vegetation dynamics relevant for species discrimination. A total of over 100,000 training and test samples were compiled from publicly accessible sources, including urban tree inventories, Google Earth Pro, Google Street View, and field observations. The final product was created by majority-voting on annual XGBoost Sentinel-2 tree species classifications (2016–2024) and filtering with forest structure data. If no clear majority vote was achieved, the class uncertain was assigned. The Tree Species Germany 2016 product achieves an overall F1-score of 0.95. For the dominant species pine, spruce, beech, and oak, class-wise F1-scores range from 0.92 to 0.99, while F1-scores for other widespread species such as birch, alder, larch, Douglas fir, fir, and other deciduous species range from 0.85 to 0.96. The product provides a consistent, high-resolution, and up-to-date representation of tree species distribution across Germany. Its transferable, cost-efficient, and repeatable methodology enables reliable large-scale forest monitoring and offers a valuable basis for assessing spatial patterns and temporal changes in forest composition in the context of ongoing climatic and environmental dynamics.
DOI: 10.21227/bnzj-3196
title: "chromosome 21 from the 1000 Genomes Project and chromosome 38 from dogs"

description: "The genotype data consists of chromosome 21 from the 1000 Genomes Project and chromosome 38 from the dog genome.Chromosome 21 consists of 1,105,538 variant rows and 2,503 sample columns. There are 2,767,161,614 in total.The dog chromosome 38 consists of 707,632 variant rows and 658 sample columns. There are 465,621,856 in total."
DOI: 10.17632/v6y6kt48vf
title: Prognostic Value of Pretreatment Neutrophil-to-Lymphocyte Ratio Independent of Comorbidity Burden in Melanoma - Research Article

description: Supplementary Methods

Supplementary Tables
Mendeley Supplementary Table I. Clinicopathologic characteristics of the 288 enrolled patients (ALM versus NALM)
Mendeley Supplementary Table II. Univariable and multivariable Cox regression analyses for disease-free survival (279 patients)
Mendeley Supplementary Table III. Univariable and multivariable Cox regression analyses for distant-metastasis-free survival (279 patients)
Mendeley Supplementary Table IV. Clinicopathologic characteristics of the patients who received sentinel lymph node biopsy (225 patients)
Mendeley Supplementary Table V. Univariable and multivariable Cox regression analyses for melanoma-specific survival of negative SLN patients (171 patients)
Mendeley Supplementary Table VI. Univariable and multivariable Cox regression analyses for disease-free survival of negative SLN patients (171 patients)
Mendeley Supplementary Table VII. Univariable and multivariable Cox regression analyses for distant-metastasis-free survival of negative SLN patients (171 patients)

Supplementary Figures
Mendeley Supplementary Figure 1. Study participant flowchart.
Mendeley Supplementary Figure 2. Receiver operating characteristic curves.
Mendeley Supplementary Figure 3. Kaplan-Meier survival analysis for all included melanoma patients (288 patients).
Mendeley Supplementary Figure 4. Kaplan-Meier survival analysis for negative sentinel lymph node patients (171 patients).
DOI: 10.17632/v6y6kt48vf.1
title: Prognostic Value of Pretreatment Neutrophil-to-Lymphocyte Ratio Independent of Comorbidity Burden in Melanoma - Research Article

description: Supplementary Methods

Supplementary Tables
Mendeley Supplementary Table I. Clinicopathologic characteristics of the 288 enrolled patients (ALM versus NALM)
Mendeley Supplementary Table II. Univariable and multivariable Cox regression analyses for disease-free survival (279 patients)
Mendeley Supplementary Table III. Univariable and multivariable Cox regression analyses for distant-metastasis-free survival (279 patients)
Mendeley Supplementary Table IV. Clinicopathologic characteristics of the patients who received sentinel lymph node biopsy (225 patients)
Mendeley Supplementary Table V. Univariable and multivariable Cox regression analyses for melanoma-specific survival of negative SLN patients (171 patients)
Mendeley Supplementary Table VI. Univariable and multivariable Cox regression analyses for disease-free survival of negative SLN patients (171 patients)
Mendeley Supplementary Table VII. Univariable and multivariable Cox regression analyses for distant-metastasis-free survival of negative SLN patients (171 patients)

Supplementary Figures
Mendeley Supplementary Figure 1. Study participant flowchart.
Mendeley Supplementary Figure 2. Receiver operating characteristic curves.
Mendeley Supplementary Figure 3. Kaplan-Meier survival analysis for all included melanoma patients (288 patients).
Mendeley Supplementary Figure 4. Kaplan-Meier survival analysis for negative sentinel lymph node patients (171 patients).
DOI: 10.17632/cfg5mpgxcv
title: Abu nsair

description: The dataset consists of 2403 residential apartment records collected from the Amman real estate market. It includes five independent variables describing structural characteristics—number of rooms, number of bathrooms, area, floor level, and building age—and one dependent variable representing the apartment price. The dataset contains both numerical and categorical features and does not include missing values, making it suitable for statistical analysis and predictive modeling after appropriate preprocessing.
DOI: 10.17632/cfg5mpgxcv.2
title: Abu nsair

description: The dataset consists of 2403 residential apartment records collected from the Amman real estate market. It includes five independent variables describing structural characteristics—number of rooms, number of bathrooms, area, floor level, and building age—and one dependent variable representing the apartment price. The dataset contains both numerical and categorical features and does not include missing values, making it suitable for statistical analysis and predictive modeling after appropriate preprocessing.
DOI: 10.17632/fysyzdknsk.2
title: A Fully Synthetic Textual Dataset of Student Learning Habits and Preferences Generated Using a Large Language Model

description: This repository contains a fully synthetic textual dataset generated using a large language model (GPT-4 family). The dataset simulates fictional student learning habits, preferences, challenges, and opinions related to online education. No real individuals, surveys, or proprietary data sources were used in the creation of this dataset.

The dataset is intended for research benchmarking, natural language processing (NLP), educational data mining, survey analysis, and machine learning experimentation.
DOI: 10.17632/kcmss4fs6m
title: Additional data from the study of the adaptation of the family APGAR to the Awajún

description: Conjunto de datos complementarios del estudio de adaptación cultural al Awajún del APGAR familiar
DOI: 10.17632/kcmss4fs6m.1
title: Additional data from the study of the adaptation of the family APGAR to the Awajún

description: Conjunto de datos complementarios del estudio de adaptación cultural al Awajún del APGAR familiar
DOI: 10.15468/dl.nemxvf
title: Occurrence Download

description: A dataset containing 58668291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corvus corax, Corvus corone, Corvus frugilegus, Corvus macrorhynchos, Corvus moneduloides, Corvus ruficollis, Corvus splendens, Cossypha heuglini, Creatophora cinerea, Crithagra atrogularis, Crithagra dorsostriata, Crithagra flaviventris, Crithagra frontalis, Crithagra gularis, Crithagra leucopygia, Crithagra mozambica, Crithagra sulphurata, Cryptospiza reichenovii, Cyanerpes caeruleus, Cyanerpes cyaneus, Cyanistes caeruleus, Cyanocitta cristata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58668291 records from 7993 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081690-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z4bvc
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruellia praetermissa Schweinf. ex Lindau",
 "Continent is Africa"
 ]
}

 The dataset includes 229 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z65zhp
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ara macao (Linnaeus, 1758)"
 ]
}

 The dataset includes 421 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250689-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds99fa
title: Occurrence Download

description: A dataset containing 2624 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sargassum fusiforme (Harvey) Setchell, 1931"
 ]
}

 The dataset includes 2624 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287151-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031710
title: Cuneiform Tablet 1913.14.1531, Spurlock 1913.14.1531

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1531; CDLI P421383 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Reddish Brown (2.5YR 5/4) -reddish speckles ❧ [Physical Object Note:] 3.1 x 2.2 x 1.6 cm (10 g)