cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c8h8sjf2hd.1
title: Oncom Fermentation

description: This dataset presents experimental results from an IoT-based monitoring system for oncom fermentation using Raspberry Pi 4B, DHT22 sensor, and Firebase integration. It includes temperature, humidity, and image data, along with validation results, QoS measurements, and mobile application testing outcomes. The dataset supports reproducibility and can be used as a reference for studies in food fermentation monitoring, IoT applications, and environmental control systems.
DOI: 10.17632/cfmjb9r7cz
title: Revised Oceanic Mo Isotope Budget from Deep-Sea Pelagic Sediments

description: Supplementary Datasets 1–2 compile published global pelagic sediment data, including Mo contents, δ⁹⁸Mo values, and related geochemical parameters.
DOI: 10.17632/cfmjb9r7cz.1
title: Revised Oceanic Mo Isotope Budget from Deep-Sea Pelagic Sediments

description: Supplementary Datasets 1–2 compile published global pelagic sediment data, including Mo contents, δ⁹⁸Mo values, and related geochemical parameters.
DOI: 10.17026/ar/pxbf1k
title: PAN-00173778 - lance shaped catch plate or anchor plate (book mount)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173778&lt;/p&gt;
description: Modified: 2025-07-07T13:42:28+02:00
DOI: 10.17632/53phjy7hpt
title: Exploring Augmented Reality in Applications in Peru: An Extended Technology Acceptance Model Approach

description: The hypotheses (H1–H12) proposed that AR interactivity and novelty would positively influence perceived enjoyment, ease of use, and usefulness, which in turn would shape attitudes towards AR. Attitude was hypothesised as a direct antecedent of intention to use AR. Specific hypotheses also tested the relationships between ease of use, enjoyment, and usefulness, as well as their combined impact on attitude.

Data collection and sample.
Data were gathered through a structured questionnaire administered after an AR make-up application trial. A non-probabilistic convenience sample of 268 valid responses was obtained from women in the Millennial (26–35 years) and Centennial (18–25 years) generations, all of whom had purchased make-up products in the previous six months. Participants interacted with the AR application for approximately five minutes before responding to items measuring the constructs. Measurement items were adapted from validated scales in prior studies, translated into Spanish, and rated on a five-point Likert scale (1 = strongly disagree, 5 = strongly agree). Ethical safeguards included informed consent, anonymity, and voluntary participation.

Data characteristics.
The dataset consists of item-level responses capturing seven constructs: interactivity (2 items), novelty (3 items), perceived ease of use (4 items), perceived enjoyment (4 items), perceived usefulness (4 items), attitude (4 items), and intention to use (3 items). Demographic variables such as age group, education level, and employment status were also included.
DOI: 10.17632/53phjy7hpt.1
title: Exploring Augmented Reality in Applications in Peru: An Extended Technology Acceptance Model Approach

description: The hypotheses (H1–H12) proposed that AR interactivity and novelty would positively influence perceived enjoyment, ease of use, and usefulness, which in turn would shape attitudes towards AR. Attitude was hypothesised as a direct antecedent of intention to use AR. Specific hypotheses also tested the relationships between ease of use, enjoyment, and usefulness, as well as their combined impact on attitude.

Data collection and sample.
Data were gathered through a structured questionnaire administered after an AR make-up application trial. A non-probabilistic convenience sample of 268 valid responses was obtained from women in the Millennial (26–35 years) and Centennial (18–25 years) generations, all of whom had purchased make-up products in the previous six months. Participants interacted with the AR application for approximately five minutes before responding to items measuring the constructs. Measurement items were adapted from validated scales in prior studies, translated into Spanish, and rated on a five-point Likert scale (1 = strongly disagree, 5 = strongly agree). Ethical safeguards included informed consent, anonymity, and voluntary participation.

Data characteristics.
The dataset consists of item-level responses capturing seven constructs: interactivity (2 items), novelty (3 items), perceived ease of use (4 items), perceived enjoyment (4 items), perceived usefulness (4 items), attitude (4 items), and intention to use (3 items). Demographic variables such as age group, education level, and employment status were also included.
DOI: 10.17632/pz8r5376kv
title: Dynamic response data of ship-bridge collision

description: This portion of the data is taken from the simulation-validation section of the paper “Study on Dynamic Responses of Typical Two-Column RC Bridge Piers Subjected to Barge Collision with Nitrile Rubber Anti-Collision Device.” Because the experiments were adopted from the literature, no additional description of the test data is provided.
DOI: 10.17632/pz8r5376kv.1
title: Dynamic response data of ship-bridge collision

description: This portion of the data is taken from the simulation-validation section of the paper “Study on Dynamic Responses of Typical Two-Column RC Bridge Piers Subjected to Barge Collision with Nitrile Rubber Anti-Collision Device.” Because the experiments were adopted from the literature, no additional description of the test data is provided.
DOI: 10.17632/f46wrxp2ry
title: Topical 1.5% ruxolitinib cream for facial refractory segmental vitiligo: a retrospective single-center case series

description: This study hypothesized that topical 1.5% ruxolitinib cream is effective and safe for facial segmental vitiligo (SV), especially during the progressive stage.
In a retrospective review of 40 patients with treatment-resistant facial SV, all applied the cream twice daily for 24 weeks. Patients were grouped as progressive-stage (n=25) or stable-stage (n=15). The main goal was to see how many achieved ≥75% improvement on the Vitiligo Area Scoring Index (VASI75) by week 24.
The results showed that 45% of all patients (18/40) reached this goal, with an average VASI score improvement of 71.3%.
This study found that topical 1.5% ruxolitinib cream is an effective and safe treatment for refractory facial segmental vitiligo (SV). The most notable finding was the significant difference in response based on disease activity: 64% of progressive-stage patients achieved substantial repigmentation (VASI75), compared to only 13% of stable-stage patients. Improvement continued over time, with significantly better results at 24 weeks than at 12 weeks. The treatment was well-tolerated, with only minor side effects. These results suggest that ruxolitinib works best in active, inflammatory disease. For clinicians, this supports its use especially for progressive SV, with the understanding that longer treatment may be needed for maximum benefit and that stable disease may respond less effectively. The favorable safety profile makes it suitable for medium-term facial use.
Limitations to Consider:
The retrospective design and lack of a control group limit the strength of the conclusions.
The small sample size may introduce bias and limits generalizability.
Therefore, these results should be seen as promising real-world evidence that needs confirmation in larger, prospective, randomized controlled trials.
DOI: 10.17632/f46wrxp2ry.1
title: Topical 1.5% ruxolitinib cream for facial refractory segmental vitiligo: a retrospective single-center case series

description: This study hypothesized that topical 1.5% ruxolitinib cream is effective and safe for facial segmental vitiligo (SV), especially during the progressive stage.
In a retrospective review of 40 patients with treatment-resistant facial SV, all applied the cream twice daily for 24 weeks. Patients were grouped as progressive-stage (n=25) or stable-stage (n=15). The main goal was to see how many achieved ≥75% improvement on the Vitiligo Area Scoring Index (VASI75) by week 24.
The results showed that 45% of all patients (18/40) reached this goal, with an average VASI score improvement of 71.3%.
This study found that topical 1.5% ruxolitinib cream is an effective and safe treatment for refractory facial segmental vitiligo (SV). The most notable finding was the significant difference in response based on disease activity: 64% of progressive-stage patients achieved substantial repigmentation (VASI75), compared to only 13% of stable-stage patients. Improvement continued over time, with significantly better results at 24 weeks than at 12 weeks. The treatment was well-tolerated, with only minor side effects. These results suggest that ruxolitinib works best in active, inflammatory disease. For clinicians, this supports its use especially for progressive SV, with the understanding that longer treatment may be needed for maximum benefit and that stable disease may respond less effectively. The favorable safety profile makes it suitable for medium-term facial use.
Limitations to Consider:
The retrospective design and lack of a control group limit the strength of the conclusions.
The small sample size may introduce bias and limits generalizability.
Therefore, these results should be seen as promising real-world evidence that needs confirmation in larger, prospective, randomized controlled trials.
DOI: 10.5281/zenodo.17202708
title: music-blues-reviews

description: Hypergraph where nodes are Amazon reviewers and hyperedges are reviewers who reviewed a certain product category (different types of blues music) within a month timeframe. The dataset was derived from the product reviews collected by Jianmo Ni, Jiacheng Li, and Julian McAuley.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.17202707
title: music-blues-reviews

description: Hypergraph where nodes are Amazon reviewers and hyperedges are reviewers who reviewed a certain product category (different types of blues music) within a month timeframe. The dataset was derived from the product reviews collected by Jianmo Ni, Jiacheng Li, and Julian McAuley.

Find the dataset details in AHORN.
DOI: 10.17026/ar/kle3lf
title: PAN-00173838 - tobacco pipe (pipe clay)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173838&lt;/p&gt;
description: Modified: 2025-06-11T09:55:57+02:00
DOI: 10.17632/jx9gfzyrnw
title: Originator versus Biosimilar Adalimumab in Hidradenitis Suppurativa A multi-centre real world analysis of clinical response, maintenance of response and switching

description: Originator versus Biosimilar Adalimumab in Hidradenitis Suppurativa A multi-centre real world analysis of clinical response, maintenance of response and switching.
JAAD International 2025
DOI: 10.17632/jx9gfzyrnw.1
title: Originator versus Biosimilar Adalimumab in Hidradenitis Suppurativa A multi-centre real world analysis of clinical response, maintenance of response and switching

description: Originator versus Biosimilar Adalimumab in Hidradenitis Suppurativa A multi-centre real world analysis of clinical response, maintenance of response and switching.
JAAD International 2025
DOI: 10.17632/9np4c6p3cy
title: Network pharmacology, molecular docking and in vivo study on Oleanolic acid against Psoriasis

description: This dataset contains all the original data from the article "Network pharmacology,molecular docking and in vivostudy on oleanolic acid against psoriasis".The data set included daily PASI scores of mice after IMQ application, HE staining for epidermal thickness, Baker score, peripheral blood inflammatory factor concentrations in each group of mice, spleen index, and all other data.
DOI: 10.17632/9np4c6p3cy.1
title: Network pharmacology, molecular docking and in vivo study on Oleanolic acid against Psoriasis

description: This dataset contains all the original data from the article "Network pharmacology,molecular docking and in vivostudy on oleanolic acid against psoriasis".The data set included daily PASI scores of mice after IMQ application, HE staining for epidermal thickness, Baker score, peripheral blood inflammatory factor concentrations in each group of mice, spleen index, and all other data.
DOI: 10.17632/vp6y5r7x6r
title: Seismic data used in the 2D Pg seismic tomography beneath the Xiaojiang fault system, China

description: Seismic travel-time data used in the 2D Pg seismic tomography beneath the Xiaojiang fault system, China
DOI: 10.17632/vp6y5r7x6r.1
title: Seismic data used in the 2D Pg seismic tomography beneath the Xiaojiang fault system, China

description: Seismic travel-time data used in the 2D Pg seismic tomography beneath the Xiaojiang fault system, China
DOI: 10.17026/ar/jiggyo
title: PAN-00177520 - ring unspecified (period unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177520&lt;/p&gt;
description: Modified: 2025-07-24T09:30:22+02:00
DOI: 10.17632/9nvp55hwmy.2
title: Sand Transport Rate and Turbulent Fluctuation in Aeolian Transportation over Gobi Surface under Extremely High Winds

description: Dataset of the manuscript "Sand Transport Rate and Turbulent Fluctuation in Aeolian Transportation over Gobi Surface under Extremely High Winds". 
The manuscript has been revised according to the reviewers' comments, and the figure data have been re-uploaded accordingly. The Excel file contains the corresponding data for the four figures. Figure 1 shows the time series of wind speed, fluctuation intensity, friction wind speed, and atmospheric stability parameter z/l. Figure 2 displays the structure of the wind-blown sand flow and the time series of the high-frequency sediment transport rate. Figure 3 illustrates the variation of sediment transport rate with wind speed and turbulent fluctuation intensity. Figure 4 shows the data analysis process for establishing the empirical model of the sand transport rate.
DOI: 10.17632/6mdbr9jd5d
title: An empirical analysis of the emotional evaluation of virtual reality architectural interior colors based on personality differences

description: This dataset contains the raw and processed data used in the study “An empirical analysis of the emotional evaluation of virtual reality architectural interior colors based on personality differences.” The data were collected from 63 participants exposed to 24 systematically designed virtual reality indoor spaces, varying in color combinations, geometric contours, and color proportions. The dataset includes self-reported emotional ratings (SAM: pleasure, arousal, dominance, and liking), personality traits assessed by the Big Five Inventory, and physiological measures of skin conductance response (SCR). Data files are provided in .csv or excel format with an accompanying codebook for variable explanation. The dataset can be used to replicate the analyses presented in the manuscript or for further studies on emotion–environment interactions in architectural design.
DOI: 10.17632/6mdbr9jd5d.1
title: An empirical analysis of the emotional evaluation of virtual reality architectural interior colors based on personality differences

description: This dataset contains the raw and processed data used in the study “An empirical analysis of the emotional evaluation of virtual reality architectural interior colors based on personality differences.” The data were collected from 63 participants exposed to 24 systematically designed virtual reality indoor spaces, varying in color combinations, geometric contours, and color proportions. The dataset includes self-reported emotional ratings (SAM: pleasure, arousal, dominance, and liking), personality traits assessed by the Big Five Inventory, and physiological measures of skin conductance response (SCR). Data files are provided in .csv or excel format with an accompanying codebook for variable explanation. The dataset can be used to replicate the analyses presented in the manuscript or for further studies on emotion–environment interactions in architectural design.
DOI: 10.17026/ar/npt7oy
title: PAN-00062731 - smelt waste or lump of tin

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00062731&lt;/p&gt;
description: Modified: 2025-07-11T09:49:18+02:00
DOI: 10.15468/dl.5d5mqc
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Liliaceae"
 ]
}

 The dataset's 4 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016159-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/vrtsmr
title: PAN-00166315 - terra sigillata bowl type Drag. 37 (SG)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00166315&lt;/p&gt;
description: Modified: 2025-07-22T10:21:18+02:00
DOI: 10.5523/bris.26y3j4bp5g3nh2i5b6d27atcrn
title: A4B2_nicotinic_receptor

description: Equilibrium simulations of the extracellular domain of the human A4B2 nicotinic acetylcholine receptor with different agonists
DOI: 10.17026/ar/lrym0p
title: PAN-00107140 - coin/coin-related, Antoninus Pius (138-161), voor Faustina I, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00107140&lt;/p&gt;
description: Modified: 2025-06-10T09:59:12+02:00
DOI: 10.17026/ar/cchrnh
title: PAN-00098682 - wall fragment (metal vessel)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00098682&lt;/p&gt;
description: Modified: 2025-07-18T16:20:44+02:00
DOI: 10.17026/ar/rddok5
title: PAN-00136917 - eye / Knick brooch

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00136917&lt;/p&gt;
description: Modified: 2025-06-03T12:06:55+02:00
DOI: 10.17026/ar/dpw8uu
title: PAN-00170260 - biconical spindle whorl (handmade pottery) Iron Age-Roman period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00170260&lt;/p&gt;
description: Modified: 2025-05-14T11:25:01+02:00
DOI: 10.17026/ar/yjbyhk
title: PAN-00175104 - cast tubular lead net sinker

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00175104&lt;/p&gt;
description: Modified: 2025-06-04T09:35:05+02:00
DOI: 10.5281/zenodo.15434005
title: Synthetic hail experiments to assess the performance of drone-based hail photogrammetry

description: Synthetic hail experiments

The data used for assessing the performance of drone-based hail photogrammetry.

Three types of hail objects were used:



EPS (extended polystyrene)

Glass pebbles

Ice from a consumer-grade ice-maker


The experiments were performed on different types of grass, such as soccer fields, lawns and meadows. The models are trained on a leave-one-out cross-validation (LOOCV) scheme, where the test set is based on one surface, while training and validation sets are based on the rest (randomly split). This is defined as an experiment configuration (a-e), where the name refers to the surface of the test set.

Code

The code used to create and analyze the data can be found on github: https://github.com/MeteoSwiss/ehw24-hail-photogrammetry
description: data.zip

Contains the processed data to create plots



eps_experiment.nc

ice_experiment.nc

glass_experiment.nc

detection_scores.nc

detection_fp.nc

detection_fn.nc


experiments.zip

Contains the full data that need to be processed for each expert and hail type



annotation



eps_jportmann_a



annotations



instances_Test.json

instances_Train.json

train.json

val.json



images



Test

Train





eps_jportmann_b



...



...



detections



eps_jportmann_a



pkl



eps_jportmann_b

...



models



eps_jportmann_a



events.out.tfevents

last_checkpoint

metrics.json

model_final.pth



eps_jportmann_b



...



...




additional_plots.zip

Loss curves during model training for each expert and hail type
DOI: 10.5281/zenodo.15434007
title: Synthetic hail experiments to assess the performance of drone-based hail photogrammetry

description: Synthetic hail experiments

The data used for assessing the performance of drone-based hail photogrammetry.

Three types of hail objects were used:



EPS (extended polystyrene)

Glass pebbles

Ice from a consumer-grade ice-maker


The experiments were performed on different types of grass, such as soccer fields, lawns and meadows. The models are trained on a leave-one-out cross-validation (LOOCV) scheme, where the test set is based on one surface, while training and validation sets are based on the rest (randomly split). This is defined as an experiment configuration (a-e), where the name refers to the surface of the test set.

Code

The code used to create and analyze the data can be found on github: https://github.com/MeteoSwiss/ehw24-hail-photogrammetry
description: data.zip

Contains the processed data to create plots



eps_experiment.nc

ice_experiment.nc

glass_experiment.nc

detection_scores.nc

detection_fp.nc

detection_fn.nc


experiments.zip

Contains the full data that need to be processed for each expert and hail type



annotation



eps_jportmann_a



annotations



instances_Test.json

instances_Train.json

train.json

val.json



images



Test

Train





eps_jportmann_b



...



...



detections



eps_jportmann_a



pkl



eps_jportmann_b

...



models



eps_jportmann_a



events.out.tfevents

last_checkpoint

metrics.json

model_final.pth



eps_jportmann_b



...



...




additional_plots.zip

Loss curves during model training for each expert and hail type
DOI: 10.15468/dl.ztpms9
title: Occurrence Download

description: A dataset containing 1116961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lanius collurio)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1116961 records from 2299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016145-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14049267
title: KO'KYO'TAL KASALLIGI VA UNI OLDINI OLISH CHORA-TADBIRLARI
DOI: 10.5281/zenodo.14049268
title: KO'KYO'TAL KASALLIGI VA UNI OLDINI OLISH CHORA-TADBIRLARI
DOI: 10.15468/dl.cu474p
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UB - Herbário da Universidade de Brasília",
 "Country is Croatia"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002089-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpm7gh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Florida Herbarium (FLAS)",
 "Country is Croatia"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002090-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.