cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17182967
title: Orientation data to reconstruct a stress state, and Raman spectrum data used to identify serpentine mineral phase and to estimate a metamorphic peak temperature

description: Dataset includes orientation data and Raman spectroscopic data obtained from the Nakaguro Serpentinite and the Kogurisu Unit of the Cretaceous Shimanto Accretionary Complex in the central Kii Peninsula, SW Japan.

 

An open file in “1. Orientation data” is orientation data obtained from the Takami River Section, including the foliation in the Kogurisu Unit, the boundary between the Nakaguro Serpentinite (altered to the talc rock) and the Kogurisu Unit at sites A and B, talc veins in the Nakaguro Serpentinite at the site A, and carbonate veins in the metasomatized basalt blocks of the Kogurisu Unit at sites A and B. The vein data were applied to the stress inversion method (Yamaji & Sato, J. Struct. Geol., 2011, https://doi.org/10.1016/j.jsg.2011.05.006) using a GArcmB software (Yamaji, Isl. Arc, 2016, https://doi.org/10.1111/iar.12135).

 

Open files in "2. Srp Raman data" are Raman spectrum data of serpentine from the Nakaguro Serpentinite.

 

Open files in “3. RSCM data” are Raman carbonaceous-material spectrum data from a pelitic phyllite of the Kogurisu Unit. The data can be analyzed using the code proposed by Kaneki and Kouketsu (Isl. Arc, 2022, https://doi.org/10.1111/iar.12467) or PeakFit ver. 4.12.

 

All open file data have been used in Shimura et al. (submitted to Tectonics).
DOI: 10.5281/zenodo.18439918
title: Orientation data to reconstruct a stress state, and Raman spectrum data used to identify serpentine mineral phase and to estimate a metamorphic peak temperature

description: Dataset includes orientation data and Raman spectroscopic data obtained from the Nakaguro Serpentinite and the Kogurisu Unit of the Cretaceous Shimanto Accretionary Complex in the central Kii Peninsula, SW Japan.

 

An open file in “1. Orientation data” is orientation data obtained from the Takami River Section, including the foliation in the Kogurisu Unit, the boundary between the Nakaguro Serpentinite (altered to the talc rock) and the Kogurisu Unit at sites A and B, talc veins in the Nakaguro Serpentinite at the site A, and carbonate veins in the metasomatized basalt blocks of the Kogurisu Unit at sites A and B. The vein data were applied to the stress inversion method (Yamaji & Sato, J. Struct. Geol., 2011, https://doi.org/10.1016/j.jsg.2011.05.006) using a GArcmB software (Yamaji, Isl. Arc, 2016, https://doi.org/10.1111/iar.12135).

 

Open files in "2. Srp Raman data" are Raman spectrum data of serpentine from the Nakaguro Serpentinite.

 

Open files in “3. RSCM data” are Raman carbonaceous-material spectrum data from a pelitic phyllite of the Kogurisu Unit. The data can be analyzed using the code proposed by Kaneki and Kouketsu (Isl. Arc, 2022, https://doi.org/10.1111/iar.12467) or PeakFit ver. 4.12.

 

All open file data have been used in Shimura et al. (submitted to Tectonics).
DOI: 10.34740/kaggle/dsv/14685930
title: Health Workforce Shortage Areas
DOI: 10.34740/kaggle/dsv/14685929
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kdr9yq
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Joannesia princeps",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 274 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003246-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsggxc
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Karima scarciesii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003247-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whdesk
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan, Uzbekistan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantago lanceolata"
 ]
}

 The dataset includes 469 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003248-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxpmvb
title: Occurrence Download

description: A dataset containing 763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Klaineanthus gaboniae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 763 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003249-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60507/fk2/en8nmy/k3efru
title: Lekythos_1365_images.zip
DOI: 10.60507/fk2/en8nmy/xyltvc
title: GÜNZEL_Lekythos_1365_readme.txt
DOI: 10.60507/fk2/en8nmy
title: Attic Red-Figure Lekythos in the Museum Alte Kulturen Tübingen (Inv. 1365)

description: Attic Red-Figure Lekythos in the Museum Alte Kulturen (University of Tübingen, Inv. 1365) showing a man in a persian costume and a woman in chitoniskos with a drinking horn next to a tomb. Attributed to Sabouroff Painter. Date: around 440 BC
description: Agisoft Metashape/Reality Capture, 2.2.0
description: Blender, 4.0
description: SubstancePainter, 11.1.0
description: SubstanceDesigner, 15.0.3
DOI: 10.60507/fk2/en8nmy/tad5ds
title: Lekythos_1365_model.zip
DOI: 10.6084/m9.figshare.31220715
title: Development of eco-engineered silica-ZnO hybrid nanocomposite for asphaltene deposition control: performance evaluation using modified ADT and fluorescence microscope

description: One of the most enduring flow assurance issues in oil production is asphaltene deposition, particularly during periods of static oil conditions, like long-term oil well shut-ins. This work developed a green, multifunctional NC capable of inhibiting asphaltene aggregation across diverse oil systems, with emphasis on long-term asphaltene stabilization during oil wells’ shut-in periods. The modified ADT results demonstrated robust colloidal stability and prevented asphaltene aggregation by a combination of mechanisms, including surface adsorption via ZnO NPs, steric hindrance via SiO<sub>2</sub>, and π-π stacking with aromatic cores, hydrogen bonding, or dipole-driven interactions with heteroatoms conferred by chlorotetrazole functional groups. Most notably, at 25 ppm, NC sustained ̴ 90% inhibition for up to 7 days in light and medium crudes, despite their high colloidal instability and asphaltene content. The results also demonstrate that increasing NC dosages does not necessarily improve inhibition, as shown in S2. Even in the most challenging systems, characterized by high salinity and water content, inhibition exceeded 65%. These results were subsequently confirmed by a fluorescence microscope, showing an apparent inhibition of asphaltene cluster formation at the microscopic scale. This study advances green nanotechnology for petroleum flow assurance and offers a practical avenue for further field applications.
DOI: 10.6084/m9.figshare.31220715.v1
title: Development of eco-engineered silica-ZnO hybrid nanocomposite for asphaltene deposition control: performance evaluation using modified ADT and fluorescence microscope

description: One of the most enduring flow assurance issues in oil production is asphaltene deposition, particularly during periods of static oil conditions, like long-term oil well shut-ins. This work developed a green, multifunctional NC capable of inhibiting asphaltene aggregation across diverse oil systems, with emphasis on long-term asphaltene stabilization during oil wells’ shut-in periods. The modified ADT results demonstrated robust colloidal stability and prevented asphaltene aggregation by a combination of mechanisms, including surface adsorption via ZnO NPs, steric hindrance via SiO<sub>2</sub>, and π-π stacking with aromatic cores, hydrogen bonding, or dipole-driven interactions with heteroatoms conferred by chlorotetrazole functional groups. Most notably, at 25 ppm, NC sustained ̴ 90% inhibition for up to 7 days in light and medium crudes, despite their high colloidal instability and asphaltene content. The results also demonstrate that increasing NC dosages does not necessarily improve inhibition, as shown in S2. Even in the most challenging systems, characterized by high salinity and water content, inhibition exceeded 65%. These results were subsequently confirmed by a fluorescence microscope, showing an apparent inhibition of asphaltene cluster formation at the microscopic scale. This study advances green nanotechnology for petroleum flow assurance and offers a practical avenue for further field applications.
DOI: 10.15468/dl.bjbsu3
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koilodepas brevipes",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 48 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003250-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tkn9d
title: Occurrence Download

description: A dataset containing 6408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arabidopsis thaliana)",
 "EstablishmentMeans is native",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 6408 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18439781
title: Anonymized Resume Data Supporting the Study of the Gender Pay Gap in China: Insights from a Discrimination Perspective

description: This dataset provides a fully anonymized and structured sample that supports the main empirical findings of the associated study on gender pay gaps in online labor markets. The data consist of 753,616 individual resume records collected from multiple online recruitment platforms in 2015 through officially provided open APIs.

To ensure privacy protection and ethical compliance, all direct personal identifiers have been removed, and sensitive information has been anonymized. The dataset includes key demographic and human capital variables commonly used in labor market research, including gender, age, work tenure, educational degree, university type, last annual salary, marital status, major, industry, position, city of birth, current city, and the city where the job is sought. Except for the last annual salary and categorical variables, all continuous variables are Z-standardized. The dataset is designed to preserve the statistical structure necessary to replicate the main analytical procedures, including Blinder–Oaxaca decomposition analyses, while preventing the identification of individuals.

Due to privacy, ethical, and contractual restrictions associated with the original resume data, the full raw dataset cannot be made publicly available.  This released dataset serves as an anonymized analytical sample intended for research transparency and reproducibility.  Researchers interested in accessing the original data may contact the corresponding author, subject to institutional and ethical approval.
DOI: 10.5281/zenodo.18439780
title: Anonymized Resume Data Supporting the Study of the Gender Pay Gap in China: Insights from a Discrimination Perspective

description: This dataset provides a fully anonymized and structured sample that supports the main empirical findings of the associated study on gender pay gaps in online labor markets. The data consist of 753,616 individual resume records collected from multiple online recruitment platforms in 2015 through officially provided open APIs.

To ensure privacy protection and ethical compliance, all direct personal identifiers have been removed, and sensitive information has been anonymized. The dataset includes key demographic and human capital variables commonly used in labor market research, including gender, age, work tenure, educational degree, university type, last annual salary, marital status, major, industry, position, city of birth, current city, and the city where the job is sought. Except for the last annual salary and categorical variables, all continuous variables are Z-standardized. The dataset is designed to preserve the statistical structure necessary to replicate the main analytical procedures, including Blinder–Oaxaca decomposition analyses, while preventing the identification of individuals.

Due to privacy, ethical, and contractual restrictions associated with the original resume data, the full raw dataset cannot be made publicly available.  This released dataset serves as an anonymized analytical sample intended for research transparency and reproducibility.  Researchers interested in accessing the original data may contact the corresponding author, subject to institutional and ethical approval.
DOI: 10.13140/rg.2.2.16688.62720
title: SVR-BE-CO-Sarcoidosis: Reproducible Code Release
DOI: 10.15468/dl.dk4dvk
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasiocroton bahamensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003251-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/00853c85-e8c8-4b9e-8c44-a019cf7912ae
title: Baynes Sound Meteorological Station Deployed 2025-11-27

description: The Lufft WS501 (S/N 097.1219.1009.231) Weather Station was deployed on 2025-11-27 at Baynes Sound. Baynes Sound is located between Denman Island and Vancouver Island. This device is a Meteorological Station. Meteorological stations are instruments that make routine meteorological measurements on the atmosphere and are comprised of a suite of sensors. Typical examples of measurements include temperature, barometric pressure, humidity, rainfall, solar radiation, wind speed and direction. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.13140/rg.2.2.29042.16327
title: Balsaminaceae Brief January 2026
DOI: 10.15468/dl.y5wpsf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leeuwenbergia africana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 32 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003252-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j784az
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan, Uzbekistan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantago lanceolata"
 ]
}

 The dataset includes 469 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003253-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zruwa5
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leidesia procumbens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003254-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfdht3
title: Occurrence Download

description: A dataset containing 4995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara"
 ]
}

 The dataset includes 4995 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003255-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc39zc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucocroton havanensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003256-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6bxbm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macaranga mauritiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003257-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfz6q7
title: Occurrence Download

description: A dataset containing 2228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mallotus paniculatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2228 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003258-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncxhcj
title: Occurrence Download

description: A dataset containing 3866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manihot esculenta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3866 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003260-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px74nd
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manihot grahamii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 627 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003262-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31220722
title: Genome annotation files for <i>Grus japonensis</i>

description: This dataset provides the genome structural annotation of <i>Grus japonensis</i> in GFF3 format.The file contains genomic feature annotations, including gene models, transcripts, exons,coding sequences (CDS), and their genomic coordinates.This annotation file serves as a reference for gene structure analyses and supports the interpretation and reuse of the genome assembly reported in the associated study.
DOI: 10.6084/m9.figshare.31220722.v1
title: Genome annotation files for <i>Grus japonensis</i>

description: This dataset provides the genome structural annotation of <i>Grus japonensis</i> in GFF3 format.The file contains genomic feature annotations, including gene models, transcripts, exons,coding sequences (CDS), and their genomic coordinates.This annotation file serves as a reference for gene structure analyses and supports the interpretation and reuse of the genome assembly reported in the associated study.
DOI: 10.5281/zenodo.18417981
title: Data and results for paper "Should Belgians Install an Advanced Energy Management System in Their Electrified Dwelling ?"

description: Data, results and trained decision trees necessary to reproduce the results of the paper "Should Belgians Install an Advanced Energy Management System in Their Electrified Dwelling ?"

The data comes originally from different sources:

Household consumption:Schlemminger, M., Ohrdes, T., Schneider, E. et al. Dataset on electrical single-family house and heat pump load profiles in Germany. Sci Data 9, 56 (2022). https://doi.org/10.1038/s41597-022-01156-1

Photovoltaics power profiles:https://pvoutput.org/

Electric vehicle charging sessions:Sørensen, Åse Lekang, et al. "Electric vehicle charging dataset with 35,000 charging sessions from 12 residential locations in Norway." Data in Brief 57 (2024). https://doi.org/10.1016/j.dib.2024.110883

Domestic water flow profiles:Athanasiou, Spiros, et al. "DAIAD: Open water monitoring." Procedia Engineering 89 (2014): 1044-1049. https://doi.org/10.1016/j.proeng.2014.11.223Specific dataset: https://github.com/DAIAD/data/blob/master/swm_trialA_1k_clean.zip
DOI: 10.5281/zenodo.18417982
title: Data and results for paper "Should Belgians Install an Advanced Energy Management System in Their Electrified Dwelling ?"

description: Data, results and trained decision trees necessary to reproduce the results of the paper "Should Belgians Install an Advanced Energy Management System in Their Electrified Dwelling ?"

The data comes originally from different sources:

Household consumption:Schlemminger, M., Ohrdes, T., Schneider, E. et al. Dataset on electrical single-family house and heat pump load profiles in Germany. Sci Data 9, 56 (2022). https://doi.org/10.1038/s41597-022-01156-1

Photovoltaics power profiles:https://pvoutput.org/

Electric vehicle charging sessions:Sørensen, Åse Lekang, et al. "Electric vehicle charging dataset with 35,000 charging sessions from 12 residential locations in Norway." Data in Brief 57 (2024). https://doi.org/10.1016/j.dib.2024.110883

Domestic water flow profiles:Athanasiou, Spiros, et al. "DAIAD: Open water monitoring." Procedia Engineering 89 (2014): 1044-1049. https://doi.org/10.1016/j.proeng.2014.11.223Specific dataset: https://github.com/DAIAD/data/blob/master/swm_trialA_1k_clean.zip