cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17169/refubium-40234
title: Wikidata-Requests-for-Permissions-Dataset

description: Wikidata-Requests-for-Permissions-Dataset is created based on the data from request pages for bot rights on the Wikidata website, spanning the years 2012 to 2018. This dataset aids in comprehending bots from a community perspective, as they have been the most prolific editors on Wikidata since its inception.
DOI: 10.15468/dl.8pt42r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus acetosella",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036761-250920141307145/datasets/export for details.
DOI: 10.15468/dl.pf8nsj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus acetosella",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036762-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/vxe9-n3xp-zc03
title: R/V Mirai Sea Surface Water (TSG) Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the five minute data from the R/V Mirai thermosalinograph during its cruise in the Indian Ocean for DYNAMO. The data are in NetCDF format.
DOI: 10.17632/7yvcmh855v.1
title: Metabolic Rewiring by HIF1α/c-Jun-ENO2 Axis Undermines DC Function in Transarterial Embolization-Resistant HCC (Supplementary Figure 13-14)

description: All data generated or analyzed during“Metabolic Rewiring by HIF1α/c-Jun-ENO2 Axis Undermines DC Function in Transarterial Embolization-Resistant HCC”
DOI: 10.17169/refubium-40624
title: A global colour mosaic of Mars from high altitude observations

description: Colour images of Mars are strongly affected by the planet’s varying atmospheric scattering such that colour shifts between images may be comparable in magnitude to the actual surface colour variation within an image. The processing of this product addresses this problem by making use only of relative colour information within single images, used iteratively to derive a global colour model, offering absolute colour brightness estimates at all locations (Michael et al, in review). The current processing iteration uses around 90 images with pixel scales greater than 200 m, selected for minimal influence of atmospheric dust while clipping out any significant areas of cloud, and processed to 2 km/pixel. There remain a small number of coverage gaps which we hope to fill during the 2023-2026 mission extension.
description: A high-altitude observation campaign with the Mars Express High Resolution Stereo Camera was used to construct five global mosaics of Mars from images captured through each of its five different spectral filters: panchromatic, red, green, blue and infra-red. The substantial overlaps of high-altitude images enable the calculation of a global colour model yielding mosaics which both retain long range colour information and maintain high relative colour accuracy. The mosaics are currently processed at 2 km/pixel.
DOI: 10.17169/refubium-40632
title: Refinement of the Mars 2020 Terrain Relative Navigation HiRISE DTM Mosaic using Deep Learning (v2)

description: We present an enhanced High-Resolution Imaging Science Experiment (HiRISE) digital terrain model (DTM) mosaic of the Mars 2020 landing site at Jezero crater. Our DTM mosaic is produced using the FUB MIST Toolbox (A Pre-Trained Deep Learning Toolbox for Mars Monocular Image to Surface Topography Estimation, Tao & Walter, 2023), which significantly improves the effective resolution and eliminates artefacts. To generate this product, we use the publicly available Mars 2020 TRN (Terrain Relative Navigation) orthoimage and DTM mosaics, provided by the United States Geological Survey (USGS), as inputs. The resultant HiRISE DTM mosaic is strictly co-aligned with the original USGS DTM and orthoimage mosaics, which are already co-aligned with the USGS Context Camera (CTX) based DTM and orthoimage mosaics, as well as the ESA/DLR/FUB High Resolution Stereo Camera (HRSC) level 5 DTM and orthoimage mosaics that cover the same area.
DOI: 10.17169/refubium-40664
title: Mikroklimatische Messungen im Berliner Stadtgebiet vom Institut für Meteorologie der Freien Universität Berlin des Jahres 2018
title: Microclimatic measurements in Berlin from the Institute of Meteorology, Freie Universität Berlin from 2018

description: Der Datensatz enthält Messwerte im fünf Minuten Takt des 'FU- Microclimate network' (FUMiNET) aus dem Berliner Stadtgebiet. Dieses Messnetz wurde kontinuierlich seit dem Jahr 2016 aufgebaut und dient der skalenübergreifenden Erfoschung des Stadtklimas von Berlin, welches durch das BMBF 'Stadtklima im Wandel Projektes' (https://www.uc2-program.org/) gefördert wurde. Die Stationen sind so aufgebaut, dass die Stadtstruktur von Berlin gut abgebildet wird. Gemessen wird die 2m Temperatur und Feuchte. Im Datenpaket sind die Daten des Jahres 2018 enthalten. Zu jeder der Stationen gibt es eine Datei mit gepackten Daten im CSV Format. In einer Gesamtbeschreibung als eine pdf Datei sind die Standorte expliziert beschrieben.
description: The dataset contains 5 minute data of the Berlin stations from the FU Microclimate network (FUMiNET). This measurement network has been continuously built up since 2016 and is used for scale-dependent research of the urban climate of Berlin, which was funded by the 'Urban Climate under Change' Project (https://www.uc2-program.org/), BMBF. The stations reflect the urban structure and are located at sites which are typical of the Berlin urban area. The stations measure at a height of 2m the temperature and humidity. The data package contains data for the year 2018. For each of the stations there is a file with packed data in CSV format. In a full description contained in a pdf file, the locations are explicitly described
DOI: 10.17632/mp4fktdwcp
title: Computational thinking in African context

description: Dataset for systematic literature review on computational thinking in the African context.
DOI: 10.17632/mp4fktdwcp.1
title: Computational thinking in African context

description: Dataset for systematic literature review on computational thinking in the African context.
DOI: 10.17169/refubium-40747
title: Forschungsdaten Bottom-up Wirkungsabschätzung Kaufprämie

description: Bottom-up Wirkungsabschätzung Kaufprämie
DOI: 10.13140/rg.2.2.11538.52164
title: Lembar Penilaian Observasi Perkuliahan Statistika
DOI: 10.13140/rg.2.2.18249.40800
title: Lembar Penilaian Portofolio Dilengkapi Rubrik Perkuliahan Statistika
DOI: 10.13140/rg.2.2.28315.73764
title: Lembar Penilaian Kinerja Mahasiswa
DOI: 10.17169/refubium-41299
title: The Kitāb al-ʾInṣāf by Ibn al-Anbārī in electronic form

description: This repository includes a TEI-encoded version of the Kitāb al-ʾInṣāf by Ibn al-Anbārī and an XSLT for the visualization of the resource. Further information is available in the Tei Header.
DOI: 10.26023/pc02-pc15-7h0c
title: R/V Mirai Microscale Profiler (TurboMAP) Data: DYNAMO Legacy Collection. Version 1.0

description: This data set contains the data from the R/V Mirai TurboMAP (Turbulence Ocean Microstructure Acquisition Profiler) during its cruise in the Indian Ocean for DYNAMO. The data are in NetCDF format.
DOI: 10.13140/rg.2.2.26638.01604
title: Tugas Perancah (Scaffolding Assignment) - Mata Kuliah Statistika
DOI: 10.17632/8sfbxz7g4f.1
title: Metabolic Rewiring by HIF1α/c-Jun-ENO2 Axis Undermines DC Function in Transarterial Embolization-Resistant HCC (Supplementary Figure 1-12)

description: All data generated or analyzed during“Metabolic Rewiring by HIF1α/c-Jun-ENO2 Axis Undermines DC Function in Transarterial Embolization-Resistant HCC”
DOI: 10.17169/refubium-41300
title: The Kitāb Sībawayhi in electronic form

description: This repository includes a TEI-encoded version of the Kitāb Sībawayhi and an XSLT for the visualization of the resource. Further information is available in the Tei Header.
DOI: 10.17632/cnpyswj2gv
title: ECMODE-D-25-01347R1(Replication packages)

description: README: Replication Package
Paper Title
Does Public Data Openness Facilitate Corporate ESG Performance? Evidence from China
Authors:
Hongyan Wang (School of Economics, Nankai University)
Guodong Huang (School of Economics and Trade, Hunan University)
Prof. Hui Wang (School of Economics and Trade, Hunan University)
Date: October 1, 2025
1. Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main results of the above-mentioned research paper. The package is designed to facilitate transparncy and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/cnpyswj2gv.1
title: ECMODE-D-25-01347R1(Replication packages)

description: README: Replication Package
Paper Title
Does Public Data Openness Facilitate Corporate ESG Performance? Evidence from China
Authors:
Hongyan Wang (School of Economics, Nankai University)
Guodong Huang (School of Economics and Trade, Hunan University)
Prof. Hui Wang (School of Economics and Trade, Hunan University)
Date: October 1, 2025
1. Overview 
This replication package provides all the publicly available data, code, and instructions required to reproduce the main results of the above-mentioned research paper. The package is designed to facilitate transparncy and enable independent verification of all statistical findings reported in the study.
DOI: 10.15468/dl.ueqdcu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Passiflora quadraticordata"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036763-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17169/refubium-41306
title: The Role of deposition of cosmogenic 10Be for the detectability of solar proton events

description: The data contains the model output (.nc-data) used in our paper "The Role of Deposition of Cosmogenic 10Be for the Detectability of Solar Proton Events". Our simulations were carried out with the chemistry-climate model ECHAM/MESSy Atmospheric Chemistry (EMAC) (Jöckel et al., 2016), which is based on the European Centre for Medium-Range Weather Forecast Hamburg general circulation model 5 (ECHAM5) (Roeckner et al., 2006) and the modular earth submodel system (MESSy) model version 2.55. The simulations were conducted using a horizontal/vertical resolution of T42L47MA corresponding to a Gaussian grid of 2.8 by 2.8° in latitude and longitude, 47 layers in height, with the model top at 0.01 hPa (~80 km), and pre-industrial conditions (time slice 1850), with fixed sea surface temperatures and no interactive chemistry. The data contains e.g, data on the depostion flux and mole ratio of different 10Be tracers from galactic cosmic rays and solar energetic particles as well as some general meterological model output like precipitation, wind speed and surface temperatures.
DOI: 10.17632/pnd3dhh4vw.1
title: Data for: A Framework for LLM-Facilitated Infodemiological Research: Democratizing the Analysis of COVID-19 Public Health Discourse Using Freely Accessible AI Tools

description: This dataset contains the research data supporting the findings of the associated paper, which introduces a novel framework for conducting infodemiological research using freely available Large Language Models (LLMs). The data exemplifies the application of the framework's five-phase methodology (Research Design, Data Collection, LLM Analysis, Validation, and Visualization) to two key use cases from the COVID-19 pandemic.

The dataset is structured into the following primary components:

1. Vaccine Hesitancy Rhetoric Analysis Data: This subset includes:
 ● Anonymized Twitter Post IDs and Metadata: A list of Tweet IDs and corresponding dates collected via the Twitter API v2 for both pro-vaccine and vaccine-hesitant discourse during the initial vaccine rollout period (Dec 2020 - June 2021).
 ● Structured LLM Prompts: The exact prompt templates used for the iterative LLM-facilitated rhetorical analysis.
 ● LLM Analysis Outputs: Coded data from the LLM, identifying rhetorical frames (e.g., "Appeal to Personal Sovereignty," "Distrust of Pharmaceutical Motives"), representative quotes, and classified emotions.
2. Mental Health Discourse Evolution Data: This subset includes:
 ● Anonymized Reddit Post IDs and Metadata: A list of Post IDs from the r/COVID19_support subreddit for three key pandemic phases (Q2 2020, Q2 2021, Q2 2022).
 ● Structured LLM Prompts: The prompt templates used for simultaneous sentiment and thematic analysis of mental health discussions.
 ● LLM Analysis Outputs: Coded data from the LLM, including sentiment classifications (Positive, Negative, Neutral) and identified primary mental health concerns (e.g., "Social Isolation," "Pandemic Fatigue," "Grief") for each time period.
3. Validation Data: This includes the researcher-coded samples used for the Inter-Rater Reliability (IRR) checks, allowing for the verification of the LLM's analytical consistency.

This dataset provides a practical, real-world benchmark for researchers aiming to apply the proposed LLM-facilitated framework to public health discourse. It demonstrates the entire pipeline from raw data collection to validated, analyzed results, ensuring the reproducibility and transparency of the research.
DOI: 10.17169/refubium-41443
title: Mikroklimatische Messungen im Berliner Stadtgebiet vom Institut für Meteorologie der Freien Universität Berlin des Jahres 2019
title: Microclimatic measurements in Berlin from the Institute of Meteorology, Freie Universität Berlin from 2019

description: The dataset contains 5 minute data of the Berlin stations from the FU Microclimate network (FUMiNET). This measurement network has been continuously built up since 2017 and is used for scale-dependent research of the urban climate of Berlin, which was funded by the 'Urban Climate under Change' Project (https://www.uc2-program.org/), BMBF. The stations reflect the urban structure and are located at sites which are typical of the Berlin urban area. The stations measure at a height of 2m the temperature and humidity. The data package contains data for the year 2019. For each of the stations there is a file with packed data in CSV format. In a full description contained in a pdf file, the locations are explicitly described.
description: Der Datensatz enthält Messwerte im fünf Minuten Takt des 'FU- Microclimate network' (FUMiNET) aus dem Berliner Stadtgebiet. Dieses Messnetz wurde kontinuierlich seit dem Jahr 2017 aufgebaut und dient der skalenübergreifenden Erfoschung des Stadtklimas von Berlin, welches durch das BMBF 'Stadtklima im Wandel Projektes' (https://www.uc2-program.org/) gefördert wurde. Die Stationen sind so aufgebaut, dass die Stadtstruktur von Berlin gut abgebildet wird. Gemessen wird die 2m Temperatur und Feuchte. Im Datenpaket sind die Daten des Jahres 2019 enthalten. Zu jeder der Stationen gibt es eine Datei mit gepackten Daten im CSV Format. In einer Gesamtbeschreibung als eine pdf Datei sind die Standorte expliziert beschrieben.
DOI: 10.17632/57nggh6bm6
title: Metaphorical Perceptions of Online Exams in Open and Distance Learning

description: This study investigates metaphorical perceptions of online learning communities within a large-scale open education system, focusing on their experiences with online examinations. The data were collected between January 1 and February 14, 2024, using a structured questionnaire created on Google Forms from 392 participants, yielding 330 valid metaphors for analysis. The questionnaire had two sections: the first gathered demographic information, and the second focused on participants’ perceptions of online student communities within the Open Education System. Participants were asked to complete the sentence: Student communities are similar to …; because …, and the valid metaphors derived from their responses formed the main data source of the study. The metaphors revealed a dichotomy: 71.8% were positive, emphasizing convenience, flexibility, and reduced stress, with terms like "map," "mirror," and "vitamin" reflecting exams as tools for self-assessment and growth. Conversely, 28.2% were negative, dominated by concerns about cheating and technical difficulties, with metaphors like "ready meal" and "theft of labour" highlighting doubts about fairness. Notably, one linguistically engaged community produced the most metaphors, indicating varied engagement across groups. The findings depict a student body that values online exams for accessibility and personal development but is anxious about their fairness and reliability.
DOI: 10.17632/57nggh6bm6.1
title: Metaphorical Perceptions of Online Exams in Open and Distance Learning

description: This study investigates metaphorical perceptions of online learning communities within a large-scale open education system, focusing on their experiences with online examinations. The data were collected between January 1 and February 14, 2024, using a structured questionnaire created on Google Forms from 392 participants, yielding 330 valid metaphors for analysis. The questionnaire had two sections: the first gathered demographic information, and the second focused on participants’ perceptions of online student communities within the Open Education System. Participants were asked to complete the sentence: Student communities are similar to …; because …, and the valid metaphors derived from their responses formed the main data source of the study. The metaphors revealed a dichotomy: 71.8% were positive, emphasizing convenience, flexibility, and reduced stress, with terms like "map," "mirror," and "vitamin" reflecting exams as tools for self-assessment and growth. Conversely, 28.2% were negative, dominated by concerns about cheating and technical difficulties, with metaphors like "ready meal" and "theft of labour" highlighting doubts about fairness. Notably, one linguistically engaged community produced the most metaphors, indicating varied engagement across groups. The findings depict a student body that values online exams for accessibility and personal development but is anxious about their fairness and reliability.
DOI: 10.17632/cnrvgjzwdc
title: Wang et al_2025_Dataset_GCA

description: This is the first-version open-source dataset for the manuscript "Contrasting coprecipitation and recrystallization mechanisms for Ra immobilization via (Ba,Ra)SO4 solid solution formation in fractured crystalline rocks: Insights from 3D reactive transport modeling" submitted to GCA. The dataset of this version contains: 1) stoichiometric solubility products (Kst) for (Ba,Ra)SO4 solid solutions calculated for non-ideal and ideal mixing used in our reactive transport modeling (RTM); 2) the Python source code used to calculate the Kst values; 3) Kinetic rate constants for discrete (Ba,Ra)SO4 solid solutions for RTM; 4) the Python source code used to calculate stoichiometric supersaturation index (SSI).
DOI: 10.17632/cnrvgjzwdc.2
title: Wang et al_2025_Dataset_GCA

description: This is the first-version open-source dataset for the manuscript "Contrasting coprecipitation and recrystallization mechanisms for Ra immobilization via (Ba,Ra)SO4 solid solution formation in fractured crystalline rocks: Insights from 3D reactive transport modeling" submitted to GCA. The dataset of this version contains: 1) stoichiometric solubility products (Kst) for (Ba,Ra)SO4 solid solutions calculated for non-ideal and ideal mixing used in our reactive transport modeling (RTM); 2) the Python source code used to calculate the Kst values; 3) Kinetic rate constants for discrete (Ba,Ra)SO4 solid solutions for RTM; 4) the Python source code used to calculate stoichiometric supersaturation index (SSI).
DOI: 10.17169/refubium-41456
title: Mikroklimatische Messungen im Berliner Stadtgebiet vom Institut für Meteorologie der Freien Universität Berlin des Jahres 2020
title: Microclimatic measurements in Berlin from the Institute of Meteorology, Freie Universität Berlin from 2020

description: Der Datensatz enthält Messwerte im fünf Minuten Takt des 'FU- Microclimate network' (FUMiNET) aus dem Berliner Stadtgebiet. Dieses Messnetz wurde kontinuierlich seit dem Jahr 2016 aufgebaut und dient der skalenübergreifenden Erfoschung des Stadtklimas von Berlin, welches durch das BMBF 'Stadtklima im Wandel Projektes' (https://www.uc2-program.org/) gefördert wurde. Die Stationen sind so aufgebaut, dass die Stadtstruktur von Berlin gut abgebildet wird. Gemessen wird die 2m Temperatur und Feuchte. Im Datenpaket sind die Daten des Jahres 2020 enthalten. Zu jeder der Stationen gibt es eine Datei mit gepackten Daten im CSV Format. In einer Gesamtbeschreibung als eine pdf Datei sind die Standorte expliziert beschrieben.
description: The dataset contains 5 minute data of the Berlin stations from the FU Microclimate network (FUMiNET). This measurement network has been continuously built up since 2016 and is used for scale-dependent research of the urban climate of Berlin, which was funded by the 'Urban Climate under Change' Project (https://www.uc2-program.org/), BMBF. The stations reflect the urban structure and are located at sites which are typical of the Berlin urban area. The stations measure at a height of 2m the temperature and humidity. The data package contains data for the year 2020. For each of the stations there is a file with packed data in CSV format. In a full description contained in a pdf file, the locations are explicitly described. en
DOI: 10.17632/svywpmsgc5.1
title: APW paper data and codes for Economic Modelling

description: This dataset and accompanying code provide the materials necessary to replicate the empirical analysis in the paper “Antipollution Willingness and Urban Population Distribution: Evidence from Chinese Cities.”

The replication package contains:
• Cleaned and raw data on city-level population distribution, air pollution measures, and related socioeconomic indicators used in the study.
• Code files (Stata/R/MATLAB) that reproduce all tables, figures, and main quantitative results in the paper.
• A README file with step-by-step instructions on how to run the code, including software requirements, data preparation steps, and directions for generating each table and figure.
DOI: 10.15468/dl.qkam3x
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus acetosella",
 "Country is Rwanda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036765-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f5vjp
title: Occurrence Download

description: A dataset containing 29820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hamamelis virginiana)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29820 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036764-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.