cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4xvj32x325.1
title: Dataset for "Aroma profile of oxidatively aged White and Tawny Port wines with different indication of age. Contribution of the non-rectified wine spirit"

description: This dataset contains chromatograms acquired from White and Tawny Port wine samples used in the study “Aroma profile of oxidatively aged White and Tawny Port wines with different indication of age: Contribution of the non-rectified wine spirit.” The dataset includes analytical outputs generated through MHS-SPME-GC–MS for the purpose of characterizing volatile aroma compounds associated with oxidative aging.
Each chromatogram represents the volatile composition of an individual Port wine sample. Samples cover several categories of Port wines with different indications of age (e.g., 10-year, 20-year, 30-year, and 40-year designations), including both White and Tawny styles.
DOI: 10.17632/k37p5d587z
title: An Approach to Sustainable Hydrogen Generation from Stimulated Ultramafic Iron-Rich Rock

description: The data consist of XRD, SEM-EDS, CT Scan, and Micro-GC gas composition, and ICP-OS aquaous brine composition
DOI: 10.17632/k37p5d587z.2
title: An Approach to Sustainable Hydrogen Generation from Stimulated Ultramafic Iron-Rich Rock

description: The data consist of XRD, SEM-EDS, CT Scan, and Micro-GC gas composition, and ICP-OS aquaous brine composition
DOI: 10.17632/wx7sv228hh
title: Supplemental materials for the study "Infection risk among psoriasis biologic-new users: a cohort study on the French National Health Data System"

description: Description:
This supplemental file includes detailed methods, tables, and figures covering:
(i) Methods – Data source and approvals, definitions of comorbidities and diseases, and ATC codes for medications;
(ii) Results – Baseline characteristics, types of serious infections (ICD-10), out-of-hospital infections (systemic antibacterials, antimycotics, antivirals, and non-systemic anti-infectives), IPTW diagnostics, and numeric results from crude, main, sensitivity, and post-hoc analyses.
DOI: 10.17632/wx7sv228hh.5
title: Supplemental materials for the study "Infection risk among psoriasis biologic-new users: a cohort study on the French National Health Data System"

description: Description:
This supplemental file includes detailed methods, tables, and figures covering:
(i) Methods – Data source and approvals, definitions of comorbidities and diseases, and ATC codes for medications;
(ii) Results – Baseline characteristics, types of serious infections (ICD-10), out-of-hospital infections (systemic antibacterials, antimycotics, antivirals, and non-systemic anti-infectives), IPTW diagnostics, and numeric results from crude, main, sensitivity, and post-hoc analyses.
DOI: 10.17632/bzsj9r4yzt
title: Supplementary Data 3D Vector Basemap Generalization: A Systematic Review of the Methodological Gap Between Conventional Practice and Analytical Requirements

description: This is Suplementary data for "3D Vector Basemap Generalization: A Systematic Review of the Methodological Gap Between Conventional Practice and Analytical Requirements"
DOI: 10.17632/bzsj9r4yzt.3
title: Supplementary Data 3D Vector Basemap Generalization: A Systematic Review of the Methodological Gap Between Conventional Practice and Analytical Requirements

description: This is Suplementary data for "3D Vector Basemap Generalization: A Systematic Review of the Methodological Gap Between Conventional Practice and Analytical Requirements"
DOI: 10.17632/yzcww9ngkx
title: Multidimensional evaluation of the similarity between infant formulas and human milk based on macronutrients, fatty acid composition and positional distribution, and sn-2 palmitoyl triacylglycerols

description: The development of infant formulas is focused on simulating the nutritional structure of human milk, aiming to narrow the gap with breastfeeding. To evaluate infant formulas’ similarity to human milk, the nutrient composition and energy supply, fatty acids, sn-2 fatty acids, and sn-2 palmitoyl triacylglycerols (OPO/OPL) in 12 commercial infant formulas samples and human milk samples from Hainan Island, China, were determined in this study. Similarity evaluations between infant formulas and human milk were conducted from multiple dimensions using the optimal distance method and multivariate statistical analysis. It is hoped that this can provide data references for future in-depth studies on the humanization of infant formulas, contributing to the development of high-quality products that are more similar to the nutritional structure of human milk. The data submitted here are the specific scores for each individual evaluation indicator of different brands of infant formula milk powder at various levels, calculated using the optimal value distance method.
DOI: 10.17632/yzcww9ngkx.1
title: Multidimensional evaluation of the similarity between infant formulas and human milk based on macronutrients, fatty acid composition and positional distribution, and sn-2 palmitoyl triacylglycerols

description: The development of infant formulas is focused on simulating the nutritional structure of human milk, aiming to narrow the gap with breastfeeding. To evaluate infant formulas’ similarity to human milk, the nutrient composition and energy supply, fatty acids, sn-2 fatty acids, and sn-2 palmitoyl triacylglycerols (OPO/OPL) in 12 commercial infant formulas samples and human milk samples from Hainan Island, China, were determined in this study. Similarity evaluations between infant formulas and human milk were conducted from multiple dimensions using the optimal distance method and multivariate statistical analysis. It is hoped that this can provide data references for future in-depth studies on the humanization of infant formulas, contributing to the development of high-quality products that are more similar to the nutritional structure of human milk. The data submitted here are the specific scores for each individual evaluation indicator of different brands of infant formula milk powder at various levels, calculated using the optimal value distance method.
DOI: 10.17632/4ycdkbvcxp
title: Script and Data: The impact of self-confidence, perceived accuracy, and trust on the use of decision support advice

description: This dataset was generated as part of an experimental study examining how users interact with AI-based decision support systems in a simplified air traffic control matching task. It accompanies the manuscript “Do you forgive your artificial intelligence? The impact of self-confidence, perceived accuracy, and trust on the use of decision support advice”. The study investigates how three main variables (1) self-confidence, (2) perceived accuracy, and (3) trust influence the use of AI advice, and how behavior changes across rounds and treatments that manipulate algorithmic errors.

Data were gathered from a controlled oTree experiment in which participants identified potential aircraft conflicts, viewed AI-generated advice, and could revise their initial decisions. The dataset (df_all_long_ext.csv) includes anonymized round-level behavioral measures (e.g., agreement with advice, accuracy, timing), subjective ratings (confidence, perceived accuracy, trust), task complexity indicators, and psychometric scales. The accompanying R scripts reproduce the statistical analyses and mediation models reported in the manuscript. A variable dictionary and sessionInfo.txt file are provided to support interpretation and computational reproducibility.
Raw experimental materials and interface code are not included, as they are not required to reproduce the statistical results.
DOI: 10.17632/4ycdkbvcxp.1
title: Script and Data: The impact of self-confidence, perceived accuracy, and trust on the use of decision support advice

description: This dataset was generated as part of an experimental study examining how users interact with AI-based decision support systems in a simplified air traffic control matching task. It accompanies the manuscript “Do you forgive your artificial intelligence? The impact of self-confidence, perceived accuracy, and trust on the use of decision support advice”. The study investigates how three main variables (1) self-confidence, (2) perceived accuracy, and (3) trust influence the use of AI advice, and how behavior changes across rounds and treatments that manipulate algorithmic errors.

Data were gathered from a controlled oTree experiment in which participants identified potential aircraft conflicts, viewed AI-generated advice, and could revise their initial decisions. The dataset (df_all_long_ext.csv) includes anonymized round-level behavioral measures (e.g., agreement with advice, accuracy, timing), subjective ratings (confidence, perceived accuracy, trust), task complexity indicators, and psychometric scales. The accompanying R scripts reproduce the statistical analyses and mediation models reported in the manuscript. A variable dictionary and sessionInfo.txt file are provided to support interpretation and computational reproducibility.
Raw experimental materials and interface code are not included, as they are not required to reproduce the statistical results.
DOI: 10.17632/ppndkjyynf
title: Clayton, Awwad, McGill et al. 2025, Neuron

description: Data release to accompany the publication of Clayton, Awwad, McGill et al., 2025, Neuron .
DOI: 10.15468/dl.zaq5s9
title: Occurrence Download

description: A dataset containing 10620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phylloscopus proregulus",
 "Year 2024-2025"
 ]
}

 The dataset includes 10620 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000352-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ppndkjyynf.1
title: Clayton, Awwad, McGill et al. 2025, Neuron

description: Data release to accompany the publication of Clayton, Awwad, McGill et al., 2025, Neuron .
DOI: 10.17632/s58mtb8vtt
title: Perceived Greenwashing, Green Brand Image, Brand Trust, and NWOM among Indonesian Gen Z Self-care Consumers (N = 189)

description: This dataset contains anonymized survey responses from 189 Indonesian Generation Z consumers (born 1997–2012) who use self-care products (skincare/cosmetics). The survey measures perceived greenwashing, green brand image, brand trust, negative word-of-mouth intention, and perceived website interactivity for a focal self-care brand. Items were adapted from prior studies in green marketing and digital communication and rated on a five-point Likert scale. The dataset includes the item-level responses and a codebook describing all variables. Personally identifying information was not collected, and all indirect identifiers were removed prior to upload.
DOI: 10.17632/s58mtb8vtt.1
title: Perceived Greenwashing, Green Brand Image, Brand Trust, and NWOM among Indonesian Gen Z Self-care Consumers (N = 189)

description: This dataset contains anonymized survey responses from 189 Indonesian Generation Z consumers (born 1997–2012) who use self-care products (skincare/cosmetics). The survey measures perceived greenwashing, green brand image, brand trust, negative word-of-mouth intention, and perceived website interactivity for a focal self-care brand. Items were adapted from prior studies in green marketing and digital communication and rated on a five-point Likert scale. The dataset includes the item-level responses and a codebook describing all variables. Personally identifying information was not collected, and all indirect identifiers were removed prior to upload.
DOI: 10.5281/zenodo.17660842
title: GBA_Nepal
DOI: 10.5281/zenodo.17660841
title: GBA_Nepal
DOI: 10.17632/rrff4vb35m
title: Real-Life Dataset of Tea Plant Leaf Disease Classification

description: This dataset includes 967 images of tea leaves, categorised into five groups: Algal Leaf Spot (198 images), Brown Blight (192 images), Grey Blight (186 images), Healthy (200 images), and Red Leaf Spot (192 images). The images show tea leaves in various conditions, from healthy, disease-free leaves to those affected by different diseases. Algal Leaf Spot appears as yellowish lesions, Brown Blight causes brown, necrotic spots, Grey Blight shows greyish lesions, and Red Leaf Spot creates red circular spots. The healthy leaves are free from any visible issues. This diverse collection of images will help build a model that can accurately identify and classify different leaf diseases, contributing to better monitoring and care of tea plants. Additionally, the dataset includes a CSV file that contains the corresponding labels and metadata for all 967 images, making it easier to organise, analyse, and train machine learning models efficiently.
DOI: 10.17632/rrff4vb35m.2
title: Real-Life Dataset of Tea Plant Leaf Disease Classification

description: This dataset includes 967 images of tea leaves, categorised into five groups: Algal Leaf Spot (198 images), Brown Blight (192 images), Grey Blight (186 images), Healthy (200 images), and Red Leaf Spot (192 images). The images show tea leaves in various conditions, from healthy, disease-free leaves to those affected by different diseases. Algal Leaf Spot appears as yellowish lesions, Brown Blight causes brown, necrotic spots, Grey Blight shows greyish lesions, and Red Leaf Spot creates red circular spots. The healthy leaves are free from any visible issues. This diverse collection of images will help build a model that can accurately identify and classify different leaf diseases, contributing to better monitoring and care of tea plants. Additionally, the dataset includes a CSV file that contains the corresponding labels and metadata for all 967 images, making it easier to organise, analyse, and train machine learning models efficiently.
DOI: 10.17632/5h9tmc5rn2.1
title: BIDR6
DOI: 10.18453/rosdok_id00004871
title: Zone-sectored organic crystals with spatially resolved exciton dynamics : [research data]
DOI: 10.5281/zenodo.17642676
title: Base de datos estadística sociodemográfica

description: Este dataset contiene el conjunto de bases de datos utilizadas para la realización de los análisis sociodemográficos de los casos de estudio analizados en el proyecto de investigación Prácticas artísticas participativas para la apropiación del espacio público y el desarrollo de la calidad de vida urbana (FACTIBLES).  

El archivo Datos estadísticos.rar contiene dos archivos en formato Excel: Datos Fuente Atlas Renta Hogares y Datos Fuente Padrón. Ambos archivos ofrecen información estadística a escala de sección censal y que se organiza en hojas municipales (Málaga, Sevilla, Madrid, Barcelona y Hospitalet de Llobregat).
DOI: 10.5281/zenodo.17660798
title: Base de datos estadística sociodemográfica

description: Este dataset contiene el conjunto de bases de datos utilizadas para la realización de los análisis sociodemográficos de los casos de estudio analizados en el proyecto de investigación Prácticas artísticas participativas para la apropiación del espacio público y el desarrollo de la calidad de vida urbana (FACTIBLES).  

El archivo Datos estadísticos.rar contiene dos archivos en formato Excel: Datos Fuente Atlas Renta Hogares y Datos Fuente Padrón. Ambos archivos ofrecen información estadística a escala de sección censal y que se organiza en hojas municipales (Málaga, Sevilla, Madrid, Barcelona y Hospitalet de Llobregat).
DOI: 10.15468/dl.eukw76
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Periconiella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 184 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000353-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ces8y
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Thalurania furcata"
 ]
}

 The dataset includes 539 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000356-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/32bjxfrzjh
title: Rates of missed windows and premature treatment discontinuation for those treated with isotretinoin via telemedicine.

description: Rates of missed windows and premature treatment discontinuation for those treated with isotretinoin via telemedicine. The uploaded data depicts reasons for missing doses as well as a more expanded methods section.
DOI: 10.17632/32bjxfrzjh.3
title: Rates of missed windows and premature treatment discontinuation for those treated with isotretinoin via telemedicine.

description: Rates of missed windows and premature treatment discontinuation for those treated with isotretinoin via telemedicine. The uploaded data depicts reasons for missing doses as well as a more expanded methods section.
DOI: 10.15468/dl.re9fn2
title: Occurrence Download

description: A dataset containing 2361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.2217120606869",
 "DecimalLongitude is less than 7.22477161387129",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2361 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j4gp3br6kr
title: Housing Crisis Rural Areas

description: County-level firm birth data are sourced from the U.S. Census Bureau's Business Dynamics (BDS) Statistics (Available at https://www.census.gov/data/datasets/time-series/econ/bds/bds-datasets.html), while labor force data by county are from the Bureau of Labor Statistics (BLS) (Available at https://www.bls.gov/lau/tables.htm#cntyaa). Both series span many decades, so the limiting series is the 5-year American Community Survey (ACS) (Available at https://www.census.gov/programs-surveys/acs.html or, more conveniently, at https://data.census.gov/), which has provided data on the number of housing units in a consistent manner only since 2010. To extend the time frame, note that the 2011 ACS estimates the number of housing units built between 2000 and 2004 (Table DP04 variable 0018E, labeled “Estimate!!YEAR STRUCTURE BUILT!!Built 2000 to 2004”).Additionally, the 2011 ACS also provides an estimate of housing units built in 2005 or later, whereas the 2014 ACS reports the total number of housing units built since 2010 (Table DP04 variable 0017E, labeled Estimate!!YEAR STRUCTURE BUILT!!Built 2005 or later” in the 2011 ACS and “Estimate!!YEAR STRUCTURE BUILT!!Total housing units!!Built 2010 or later” in the 2014 ACS). The difference between those was used to estimate the number of housing units built between 2005 and 2009. The added housing units between 2010 and 2014 were calculated by subtracting the total housing units in 2010 (2010 ACS) from those in 2014 (2014 ACS). The added housing units between 2015 and 2019 were obtained similarly (Table DP04 variable 0001E labeled “Estimate!!HOUSING OCCUPANCY!!Total housing units”). 

The added labor force was also estimated by the difference between the total labor force in the respective time periods using BLS data. This paper’s focus is on business recruitment efforts. Therefore, firm entry was determined by summing the number of firm births over the years within each period. However, while the dataset reports counties with zero firm births, if the count is between 1 and 3, it is redacted to protect the firms’ confidentiality. The issue of missing values would be exacerbated since the values are combined in 5-year blocks. Thus, the missing values were replaced with a count of 1 firm birth. Robustness checks were conducted by substituting the missing values with zero births, and the results remained qualitatively unchanged.
DOI: 10.17632/j4gp3br6kr.1
title: Housing Crisis Rural Areas

description: County-level firm birth data are sourced from the U.S. Census Bureau's Business Dynamics (BDS) Statistics (Available at https://www.census.gov/data/datasets/time-series/econ/bds/bds-datasets.html), while labor force data by county are from the Bureau of Labor Statistics (BLS) (Available at https://www.bls.gov/lau/tables.htm#cntyaa). Both series span many decades, so the limiting series is the 5-year American Community Survey (ACS) (Available at https://www.census.gov/programs-surveys/acs.html or, more conveniently, at https://data.census.gov/), which has provided data on the number of housing units in a consistent manner only since 2010. To extend the time frame, note that the 2011 ACS estimates the number of housing units built between 2000 and 2004 (Table DP04 variable 0018E, labeled “Estimate!!YEAR STRUCTURE BUILT!!Built 2000 to 2004”).Additionally, the 2011 ACS also provides an estimate of housing units built in 2005 or later, whereas the 2014 ACS reports the total number of housing units built since 2010 (Table DP04 variable 0017E, labeled Estimate!!YEAR STRUCTURE BUILT!!Built 2005 or later” in the 2011 ACS and “Estimate!!YEAR STRUCTURE BUILT!!Total housing units!!Built 2010 or later” in the 2014 ACS). The difference between those was used to estimate the number of housing units built between 2005 and 2009. The added housing units between 2010 and 2014 were calculated by subtracting the total housing units in 2010 (2010 ACS) from those in 2014 (2014 ACS). The added housing units between 2015 and 2019 were obtained similarly (Table DP04 variable 0001E labeled “Estimate!!HOUSING OCCUPANCY!!Total housing units”). 

The added labor force was also estimated by the difference between the total labor force in the respective time periods using BLS data. This paper’s focus is on business recruitment efforts. Therefore, firm entry was determined by summing the number of firm births over the years within each period. However, while the dataset reports counties with zero firm births, if the count is between 1 and 3, it is redacted to protect the firms’ confidentiality. The issue of missing values would be exacerbated since the values are combined in 5-year blocks. Thus, the missing values were replaced with a count of 1 firm birth. Robustness checks were conducted by substituting the missing values with zero births, and the results remained qualitatively unchanged.
DOI: 10.15468/dl.3ee6aa
title: Occurrence Download

description: A dataset containing 11515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crematogaster scutellaris"
 ]
}

 The dataset includes 11515 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000354-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m3zmg3nm5m
title: Supplementary Material 11.19.25

description: Supplementary Material 11.19.25
DOI: 10.17632/m3zmg3nm5m.1
title: Supplementary Material 11.19.25

description: Supplementary Material 11.19.25
DOI: 10.17632/msg783rh2y.1
title: Dataset for SLRTUPI

description: 1) Displacement_figure_number_of_displacedpoints_point1_point2.xlsx: file containing field data regarding campaigns with simulated displacements. Displacements are represented by figures in the displacement_field.pdf file. The "Control_Epoch2_without_displacement.xlsx" file consists of distance measurements without displacements in both epochs.
DOI: 10.17632/b6t76ccvb5.1
title: Mass Cytometry Dataset for "Mass cytometry discloses heterogeneity of immune cell proteases"
DOI: 10.5281/zenodo.17660931
title: DIME's Dataset