cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11587/bzldkr
title: Participatory mapping data on heat and cooling perceptions in the 15th district of Vienna (summer 2024) (SUF edition)
title: Partizipative, räumliche Daten über die Wahrnehmung von Hitze und Abkühlung im 15. Wiener Gemeindebezirk (Sommer 2024)

description: Full edition for scientific use. The dataset consists of data from a public participation GIS survey and provides insights into heat perception in the dense and socially heterogenous 15th district in Vienna (Rudolfsheim-Fünfhaus). The data was collected within the research project “BLUEMAP: Map-based citizen knowledge on the use and development of Viennese blue spaces” at the Austrian Academy of Sciences (ÖAW) Institute for Urban and Regional Research. The project was funded by the Anniversary Fund of the City of Vienna for the ÖAW. The project duration was 01.03.2024 - 28.02.2025. Further information about the project can be found here: https://www.oeaw.ac.at/en/isr/sustainable-urban-region/bluemap-map-based-citizen-knowledge-on-the-use-and-development-of-viennese-blue-spaces. 
The method of data collection was a PPGIS (public participatory geographical information system) survey using the Maptionnaire software (Mapita). The online survey was developed in collaboration with local stakeholders (Gebietsbetreuung Stadterneuerung südwest, Bezirksvorstehung des 15. Wiener Gemeindebezirkes, Wiener Klimateam) with the aim of collecting place-based data about heat and cooling in the 15th district of the city of Vienna (Austria). The survey was open during summer 2024. It was available in five languages: German, English, Serbian/Bosnian/Croatian, Turkish and Hungarian. The sampling procedure was convenience sampling. The survey was distributed through the channels of the cooperation partners (mainly of Gebietsbetreuung Stadterneuerung südwest) and other local organizations, that are active in the 15th district. Additionally, some posters and flyers were distributed in public institutions, local suppliers and recreational facilities. 
The data consist of socio-demographic data about the respondents, data about perceived heat stress during summers, and mapped locations of 1st public places that are perceived as especially hot during summers, 2nd public places with perceived cooling benefits in summer, 3rd public places where respondents would wish for interventions concerning cooling or heat mitigation. No personal data was collected. The raw data was manually cleaned. Five mapped points for the third mapping question were removed as duplicates, some cases were assigned missing values because of small case counts. 219 respondents engaged with the survey questions, 162 finished the survey. The data includes 2060 mapped locations. The CRS of the spatial data is EPSG:4326 - WGS 84.
DOI: 10.13130/rd_unimi/i5awbn/vabueg
title: Luglio_1920_Pagina_179.jpg

description: Bulletin of 1920/07/30
DOI: 10.13130/rd_unimi/pddrps/avt0v3
title: Febbraio_1937_Pagina_241.jpg

description: Bulletin of 1937/02/25
DOI: 10.11587/bfcdju
title: 2024 European Parliament Post-Election Survey in Six Countries (SUF edition)
title: Nachwahlbefragung zur Europawahl 2024 in sechs Ländern

description: Full edition for scientific use. European Parliament Post-election online survey in six countries — Belgium, Germany, Italy, Hungary, The Netherlands, Poland — to study the meanings of voting for citizens in European Parliament elections.
DOI: 10.11587/kzlb3v
title: Survey on Research Data at the University of Klagenfurt (SUF edition)
title: Umfrage zu Forschungsdaten an der Universität Klagenfurt

description: Full edition for scientific use. The survey, which was specially designed for the University of Klagenfurt, had two main objectives:
1. to survey the handling of research data by researchers and doctoral students at the University of Klagenfurt (types of use and independent production of research data), i.e. personal research data management (RDM) and
2. the development of RDM support structures at the University of Klagenfurt on the basis of this needs analysis (e.g. with the participation of the University of Klagenfurt in national repositories such as AUSSDA and the evaluation of an in-house research data repository).
With this survey, the University of Klagenfurt also implemented part of the ‘Open Science & Data Management’ plan in line with the university's overall development plan (GUEP 2025-30, system objective 5, p. 35). The results of the survey should form the basis for the development and implementation of the University of Klagenfurt's open science policy, which should also contain a binding research data governance guideline.
DOI: 10.34894/dvqtog
title: AIS tot 2030 - Arbeidsmarktinformatie
title: ArbeidsmarktInformatiesysteem

description: Met het Project Onderwijs-Arbeidsmarkt (POA) wil het Researchcentrum voor Onderwijs en Arbeidsmarkt (ROA) inzicht geven in de huidige en de toekomstige arbeidsmarktsituatie binnen de verschillende bedrijfssectoren, beroepsklassen, opleidingscategorieën en regio’s in Nederland. Hierbij gaat de centrale aandacht uit naar de verwachte ontwikkelingen op de middellange termijn. Er is voor een tijdshorizon van zes jaar gekozen om een zo goed mogelijk beeld te kunnen geven van de arbeidsmarktsituatie bij afstuderen van degenen die thans aan het begin van hun studie staan. Deze informatie is van belang voor zowel het geven van voorlichting aan degenen die aan een opleiding willen beginnen, als het nemen van beleidsbeslissingen door instanties die betrokken zijn bij de aansluiting van het onderwijs aan de arbeidsmarkt.
Als onderdeel van het POA wordt elke twee jaar een rapport uitgebracht met analyses die zich toespitsen op de grote lijnen van de huidige en toekomstige arbeidsmarktontwikkelingen. 

Het laatst verschenen rapport uit eind november 2025 beschrijft ontwikkelingen tot 2030: De arbeidsmarkt naar opleiding en beroep tot 2030.

Daarnaast heeft ROA een database ontwikkeld met gedetailleerde arbeidsmarktinformatie; het ArbeidsmarktInformatieSysteem (AIS). Het AIS bevat kerncijfers over de actuele arbeidsmarktsituatie, recente trends en arbeidsmarktprognoses. De cijfers zijn samengesteld uit verschillende bronnen, zoals de Enquête Beroepsbevolking (CBS), onderwijsdata (DUO) en ROA Schoolverlatersenquêtes (SIS).
description: R, 4.4.2
description: StataSE, 18
description: https://www.cbs.nl/nl-nl/longread/rapportages/2023/enquete-beroepsbevolking--ebb---onderzoeksbeschrijving
https://www.cbs.nl/nl-nl/onze-diensten/maatwerk-en-microdata/microdata-zelf-onderzoek-doen
description: Dataset is aangevuld met de onderliggende cijfers uit "Regionale arbeidsmarkt naar opleiding en beroep tot 2030" voor arbeidsmarktregio en provincie.

Bakens, J., Dijksman, S., Höfelmann, L., & Meijer, R. (2025). Regionale arbeidsmarkt naar opleiding en beroep tot 2030. ROA. ROA Reports No. 009 https://doi.org/10.26481/umarep.2025009

Meijer, R., Höfelmann, L., Dijksman, S., & Bakens, J. (2025). Methodiek regionale arbeidsmarktprognoses 2025-2030. (pp. 33). ROA. ROA Technical Reports No. 005 https://doi.org/10.26481/umarot.2025005
DOI: 10.17632/395h7998ds
title: Modeling Soil Fertility and Erodibility Interactions for Sustainable Agriculture in a Tropical Watershed

description: This study investigates how soil texture, macronutrient availability, and erodibility interact across a tropical watershed in southeastern Brazil, integrating physical, chemical, and geomorphological processes within a soil–landscape framework. Using a multivariate approach that combines Principal Component Analysis (PCA), Analytical Hierarchy Process (AHP)-derived weighting, hierarchical clustering, and spatial modelling, we delineate functional edaphic domains that regulate agricultural performance and erosional vulnerability in the Sorocabuçu River Basin.
DOI: 10.17632/395h7998ds.1
title: Modeling Soil Fertility and Erodibility Interactions for Sustainable Agriculture in a Tropical Watershed

description: This study investigates how soil texture, macronutrient availability, and erodibility interact across a tropical watershed in southeastern Brazil, integrating physical, chemical, and geomorphological processes within a soil–landscape framework. Using a multivariate approach that combines Principal Component Analysis (PCA), Analytical Hierarchy Process (AHP)-derived weighting, hierarchical clustering, and spatial modelling, we delineate functional edaphic domains that regulate agricultural performance and erosional vulnerability in the Sorocabuçu River Basin.
DOI: 10.15468/dl.7re2te
title: Occurrence Download

description: A dataset containing 22356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrilla"
 ]
}

 The dataset includes 22356 records from 374 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rx7bkm4mtb
title: A Robust Method for On-Chip Production and Manipulation of Lipid Vesicles by Inverted Emulsion

description: Source Data for the publication title, " A Robust Method for On-Chip Production and Manipulation of Lipid Vesicles by Inverted Emulsion" accepted in the journal Cell Reports Methods
DOI: 10.17632/rx7bkm4mtb.1
title: A Robust Method for On-Chip Production and Manipulation of Lipid Vesicles by Inverted Emulsion

description: Source Data for the publication title, " A Robust Method for On-Chip Production and Manipulation of Lipid Vesicles by Inverted Emulsion" accepted in the journal Cell Reports Methods
DOI: 10.17632/z6bmtbz5bs
title: Title: Real-world vitiligo management in Argentina: bridging guidelines and practice

description: In this article we describe how dermatologists’ approach and manage patients with vitiligo in a real-life setting and compare these results with the approach that international guidelines and consensus propose. Our objective was to assess Argentinian dermatologists’ attitude towards vitiligo management and to evaluate their adherence to international guidelines recommendations.
An observational, cross-sectional study using an anonymous, voluntary survey specifically designed by the authors, which was delivered by email to dermatologists from the Sociedad Argentina de Dermatología, between March 1, 2024, and May 30, 2024. The data related to the physician's years of experience, vitiligo history, and comorbidities researched by the dermatologist during the initial interview with the patient, type of laboratory tests required at diagnosis, frequency of skin biopsy performance to assess the diagnosis, usage of tools to document the disease and treatment decisions, was collected through a survey
DOI: 10.17632/z6bmtbz5bs.1
title: Title: Real-world vitiligo management in Argentina: bridging guidelines and practice

description: In this article we describe how dermatologists’ approach and manage patients with vitiligo in a real-life setting and compare these results with the approach that international guidelines and consensus propose. Our objective was to assess Argentinian dermatologists’ attitude towards vitiligo management and to evaluate their adherence to international guidelines recommendations.
An observational, cross-sectional study using an anonymous, voluntary survey specifically designed by the authors, which was delivered by email to dermatologists from the Sociedad Argentina de Dermatología, between March 1, 2024, and May 30, 2024. The data related to the physician's years of experience, vitiligo history, and comorbidities researched by the dermatologist during the initial interview with the patient, type of laboratory tests required at diagnosis, frequency of skin biopsy performance to assess the diagnosis, usage of tools to document the disease and treatment decisions, was collected through a survey
DOI: 10.17632/nbcyydj8j5
title: Survey Evaluating the Role of Scratches and Mat Hygiene in Wrestling-Associated Skin Infections

description: Supplemental figures for the article, Survey Evaluating the Role of Scratches and Mat Hygiene in Wrestling-Associated Skin Infections. The mat cleaning frequency and method (UVC or bleach) had little outcome on the percentage of patients having more frequent SSTI infections.
DOI: 10.17632/nbcyydj8j5.1
title: Survey Evaluating the Role of Scratches and Mat Hygiene in Wrestling-Associated Skin Infections

description: Supplemental figures for the article, Survey Evaluating the Role of Scratches and Mat Hygiene in Wrestling-Associated Skin Infections. The mat cleaning frequency and method (UVC or bleach) had little outcome on the percentage of patients having more frequent SSTI infections.
DOI: 10.15468/dl.7yxyef
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paphies ventricosa, Mesodesma ventricosa)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 156 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057783-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kzzxsz9w3p
title: HIF mouse MGE

description: This is a study using Nkx2.1 cre cross HIF1a f/f and vHLf/f conditional knock-out mice during embryonic stage and lost of functions. We provide the Western blot raw data.
DOI: 10.17632/kzzxsz9w3p.1
title: HIF mouse MGE

description: This is a study using Nkx2.1 cre cross HIF1a f/f and vHLf/f conditional knock-out mice during embryonic stage and lost of functions. We provide the Western blot raw data.
DOI: 10.17632/h4z38rkzw7.3
title: Orz restores MCI

description: Data set for"γ-Oryzanol restores MCI in obese aged mice "
DOI: 10.17632/3jjgsg736n
title: Jet Impingement Cooling with Multi-stage Ducted Electroaerodynamic Actuators
DOI: 10.17632/3jjgsg736n.1
title: Jet Impingement Cooling with Multi-stage Ducted Electroaerodynamic Actuators
DOI: 10.17632/5tw7f7dpz6
title: Future U.S. TC Wind Hazards

description: Data accompanying Blackshaw, C., Lin, N. "Climate Sensitivity of Tropical Cyclone Design Winds in the United States." (2025) submitted to Earth's Future.
DOI: 10.17632/5tw7f7dpz6.1
title: Future U.S. TC Wind Hazards

description: Data accompanying Blackshaw, C., Lin, N. "Climate Sensitivity of Tropical Cyclone Design Winds in the United States." (2025) submitted to Earth's Future.
DOI: 10.17632/yb7wftjchk
title: Merkel Cell Carcinoma Supplementary Data

description: Supplementary Materials for Comparative response patterns to immune checkpoint inhibition in Merkel cell carcinoma: A Merkel cell polyomavirus-stratified systematic review
DOI: 10.17632/yb7wftjchk.7
title: Merkel Cell Carcinoma Supplementary Data

description: Supplementary Materials for Comparative response patterns to immune checkpoint inhibition in Merkel cell carcinoma: A Merkel cell polyomavirus-stratified systematic review
DOI: 10.25345/c5rn30n0j
title: MassIVE MSV000100269 - Marathon_LyophiliziedBiomass_2024
title: Lyophilized cyanobacterial biomass (~10 mg), collected in October 2010 from lake Marathon (Greece), was extracted by using a standard protocol. Analysis of extracts was carried out using an LC-qTOF analytical system. In more detail, an Elute HPG1300 HPLC system (Bruker Daltonics) equipped with an Atlantis T3 C18 column equilibrating at 30oC were used for separation, while mobile phases being water (A) and acetonitrile (B) both acidified with 0.1% formic acid. Analysis software was utilized for data acquisition, calibration, and raw data conversion to .mzXML format before further processing. The analytical batches included procedural duplicates of the extract and blanks, and technical duplicates of samples, blanks and standards of 14CTs mixture. Sample batches were run in randomized order.
DOI: 10.17632/sny93fdbtd
title: CEN-CE

description: Data were collected from 659 Chinese university students (aged 17–23) using validated Chinese versions of the Childhood Trauma Questionnaire-Short Form (CTQ-SF), Experiences in Close Relationships inventory (ECR), Toronto Alexithymia Scale (TAS-20), and Interpersonal Reactivity Index (IRI-C) to assess childhood emotional neglect(CEN), attachment anxiety(AA), alexithymia(AL), and cognitive empathy(CE), respectively.
We propose four sequentially progressive hypotheses: childhood emotional neglect directly impairs cognitive empathy; this relationship is mediated by individual attachment anxiety; it is also mediated by alexithymia; crucially, attachment anxiety and alexithymia constitute a sequential mediating pathway, whereby childhood emotional neglect first leads to heightened attachment anxiety, which in turn exacerbates an individual's alexithymia, ultimately significantly impairing their cognitive empathy capacity.
DOI: 10.11583/dtu.30158077
title: IEA PVPS Task 15 Blind Modelling Intercomparison Dataset 2025

description: Dataset for the 1st IEA PVPS Task 15 Blind Modelling Intercomparison (2025) as a full year dataset compiled from multi-annual real world measurement data. The dataset covers two systems with coloured BIPV modules - one at DTU Electro located near Roskilde, Denmark - one at HZB located in Berlin, Germany.The dataset includes the following files:T15_modelling_instructions.pdf - modelling instructions and system descriptionsT15_results_template.xlsx - template for reporting of modelling resultsT15_HZB_weather.csv - irradiance and other weather data for the HZB system in EPW-like formatT15_DTU_weather.csv - irradiance and other weather data for the DTU system in EPW-like formatT15_DTU_GHIspectrum.csv - spectral GHI data for the DTU systemT15_DTU_DNIspectrum.csv - spectral DNI data for the DTU systemT15_DTU_IV.csv - measured electrical parameters for all modules in the DTU systemT15_DTU_IAM.csv - measured IAM data for all modules in the DTU systemT15_DTU_EQE.csv - measured EQE data for all modules in the DTU systemT15_DTU_reflectance.csv - measured spectral hemispherical reflectance for all modules in the DTU systemThe data for the HZB system is provided by the Competence Centre Photovoltaics Berlin at the Helmholtz-Zentrum Berlin für Materialien und Energie (https://www.helmholtz-berlin.de/projects/pvcomb/).<br>The data for the DTU system is provided by the Solar Photovoltaics Systems at DTU (https://electro.dtu.dk/research/<br>research-areas/advanced-optoelectronics-og-sensing/solar-photovoltaic-systems).
DOI: 10.17632/sny93fdbtd.1
title: CEN-CE

description: Data were collected from 659 Chinese university students (aged 17–23) using validated Chinese versions of the Childhood Trauma Questionnaire-Short Form (CTQ-SF), Experiences in Close Relationships inventory (ECR), Toronto Alexithymia Scale (TAS-20), and Interpersonal Reactivity Index (IRI-C) to assess childhood emotional neglect(CEN), attachment anxiety(AA), alexithymia(AL), and cognitive empathy(CE), respectively.
We propose four sequentially progressive hypotheses: childhood emotional neglect directly impairs cognitive empathy; this relationship is mediated by individual attachment anxiety; it is also mediated by alexithymia; crucially, attachment anxiety and alexithymia constitute a sequential mediating pathway, whereby childhood emotional neglect first leads to heightened attachment anxiety, which in turn exacerbates an individual's alexithymia, ultimately significantly impairing their cognitive empathy capacity.
DOI: 10.17632/nt75yk96d7
title: Event rainfall, runoff, and turbidity/sediment concentration datasets within the Eggen-Ega River basin, April-October 2024

description: Tables include event-specific raw data for rainfall, runoff, and turbidity/sediment concentrations at four sptial scales within the Eggen-Ega River basin, Eastern Italian Alps: Eggen-Ega River catchment (166 km2), Zanggen-Pala Creek catchment (42.4 km2), Lieg-Campo Creek catchment (2.34 km2), and hillslope plots (27 m2). Readers are also referred to the following article for the abbreviations used in the 'Hillslope plots.csv': Koyanagi, K., Andreoli, A., Nordio, G., Pitscheider, F., Tomelleri, E., & Comiti, F. (2025). Disturbance-intervention interactions on post-windthrow hillslope runoff and erosion processes in the Eastern Italian Alps. Journal of Hydrology, 656, 133001. https://doi.org/10.1016/j.jhydrol.2025.133001.
DOI: 10.17632/nt75yk96d7.1
title: Event rainfall, runoff, and turbidity/sediment concentration datasets within the Eggen-Ega River basin, April-October 2024

description: Tables include event-specific raw data for rainfall, runoff, and turbidity/sediment concentrations at four sptial scales within the Eggen-Ega River basin, Eastern Italian Alps: Eggen-Ega River catchment (166 km2), Zanggen-Pala Creek catchment (42.4 km2), Lieg-Campo Creek catchment (2.34 km2), and hillslope plots (27 m2). Readers are also referred to the following article for the abbreviations used in the 'Hillslope plots.csv': Koyanagi, K., Andreoli, A., Nordio, G., Pitscheider, F., Tomelleri, E., & Comiti, F. (2025). Disturbance-intervention interactions on post-windthrow hillslope runoff and erosion processes in the Eastern Italian Alps. Journal of Hydrology, 656, 133001. https://doi.org/10.1016/j.jhydrol.2025.133001.
DOI: 10.34740/kaggle/dsv/14207668
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.hxezwm
title: Occurrence Download

description: A dataset containing 760770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juniperus communis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 760770 records from 1795 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057769-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4byt7c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zoraptera",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192489-230224095556074/datasets/export for details.
DOI: 10.15468/dl.h5dxev
title: Occurrence Download

description: A dataset containing 285093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1976-2019",
 "TaxonKey is Ischnura elegans (Vander Linden, 1820)"
 ]
}

 The dataset includes 285093 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019634-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztsez7
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strongylaspis bullata Bates, 1872"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180800-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kas6u
title: Occurrence Download

description: A dataset containing 14294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anura",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14294 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192515-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.