cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15131079
title: Electronic interactions of a quatertiophene-based surfactant at liquid/gas interface. Data and analysis python notebook.

description: Data related to the paper :

Electronic interactions of a quatertiophene-based surfactant at liquid/gas interface, Soft Matter 2025.

-Ellipsometry data and analysis

-Langmuir trough data and analysis (fit)

-UV-Vis data
DOI: 10.17909/chb9-zp32
title: HST and JWST data used in Nichols et al. (2025)

description: Auroral emissions are an important diagnostic for a planet’s magnetosphere and upper atmosphere. At the outer planets, the characteristics of emission from the triatomic hydrogen ion H3+ are key to understanding the auroral energy budget. We present JamesWebb Space Telescope observations ofJupiter’s infrared auroral H3+ emission, exhibiting variability on timescales down to seconds. Together with simultaneous Hubble Space Telescope ultraviolet observations, these results imply an auroralH+ 3 lifetime of150 s, and that H3+ cannot eﬃciently radiate heat deposited by bursty auroral precipitation. However, H+ 3 radiation is particularly eﬃcient in a dusk active region, which has no signiﬁcant ultraviolet counterpart. The cause of such emission is unclear. We also present observations of rapid eastward-travelling auroral pulses in the dawn side auroral region and pulsations that propagate rapidly along the Io footprint tail. Together, these observations open a diagnostic window for the jovian magnetosphere and ionosphere.
DOI: 10.5281/zenodo.14874992
title: PETRAUL / Development of an Analytical Model of Automobile Energy Consumption During Use-Phase for Parametrized Life Cycle Assessment

description: This repository contains the supplementary information files for the article "Development of an Analytical Model of Automobile Energy Consumption During the Use Phase for Parametrized Life Cycle Assessment."



"Supplementary_Information_SI1_DetailedModel.docx" contains the detailed calculations and assumptions of the parametrized model.

"Supplementary_Information_SI2_Preset_Configurations.xlsx" contains the pre-set configuration datasets, including assumptions and sources.

"Supplementary_Information_SI4_LCA_CaseStudy_V0.1.1.xlsx" contains the datasets and unit processes for the LCA case study, comparing lightweight polycarbonate glazing with traditional glass glazing for automobiles.


This model is used to generate PETRAUL, a tool for calculating automobile energy consumption for both gasoline vehicles (GV) and battery electric vehicles (BEV) based on this parametrized model and pre-set configurations.

Link to the PETRAUL tool: https://petraul.streamlit.app/

The code, Jupyter Notebooks, and datasets used for computing PETRAUL, validating the model, and generating some of the pre-set configurations are available as "Supplementary_Information_SI3" at:GitHub repository: https://github.com/gabrielmagnaval/PETRAUL.git
DOI: 10.5281/zenodo.14874993
title: PETRAUL / Development of an Analytical Model of Automobile Energy Consumption During Use-Phase for Parametrized Life Cycle Assessment

description: This repository contains the supplementary information files for the article "Development of an Analytical Model of Automobile Energy Consumption During the Use Phase for Parametrized Life Cycle Assessment."



"Supplementary_Information_SI1_DetailedModel.docx" contains the detailed calculations and assumptions of the parametrized model.

"Supplementary_Information_SI2_Preset_Configurations.xlsx" contains the pre-set configuration datasets, including assumptions and sources.

"Supplementary_Information_SI4_LCA_CaseStudy.xlsx" contains the datasets and unit processes for the LCA case study, comparing lightweight polycarbonate glazing with traditional glass glazing for automobiles.


This model is used to generate PETRAUL, a tool for calculating automobile energy consumption for both gasoline vehicles (GV) and battery electric vehicles (BEV) based on this parametrized model and pre-set configurations.

Link to the PETRAUL tool: https://petraul.streamlit.app/

The code, Jupyter Notebooks, and datasets used for computing PETRAUL, validating the model, and generating some of the pre-set configurations are available as "Supplementary_Information_SI3" at:GitHub repository: https://github.com/gabrielmagnaval/PETRAUL.git
DOI: 10.5281/zenodo.15131090
title: PETRAUL / Development of an Analytical Model of Automobile Energy Consumption During Use-Phase for Parametrized Life Cycle Assessment

description: This repository contains the supplementary information files for the article "Development of an Analytical Model of Automobile Energy Consumption During the Use Phase for Parametrized Life Cycle Assessment."



"Supplementary_Information_SI1_DetailedModel.docx" contains the detailed calculations and assumptions of the parametrized model.

"Supplementary_Information_SI2_Preset_Configurations.xlsx" contains the pre-set configuration datasets, including assumptions and sources.

"Supplementary_Information_SI4_LCA_CaseStudy_V0.1.1.xlsx" contains the datasets and unit processes for the LCA case study, comparing lightweight polycarbonate glazing with traditional glass glazing for automobiles.


This model is used to generate PETRAUL, a tool for calculating automobile energy consumption for both gasoline vehicles (GV) and battery electric vehicles (BEV) based on this parametrized model and pre-set configurations.

Link to the PETRAUL tool: https://petraul.streamlit.app/

The code, Jupyter Notebooks, and datasets used for computing PETRAUL, validating the model, and generating some of the pre-set configurations are available as "Supplementary_Information_SI3" at:GitHub repository: https://github.com/gabrielmagnaval/PETRAUL.git
DOI: 10.15468/dl.crdfv8
title: Occurrence Download

description: A dataset containing 480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Prinsepia utilis Royle"
 ]
}

 The dataset includes 480 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002031-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15127376
title: Data and scripts used to generate all model related figures in the article: Wind speed determine the extent of the vertical plume dispersion for Marine Cloud Brightening.

description: This dataset comprises aerosol mixing ratio and concentration data stored as .mat files, derived from four CM1 simulation outputs featured in the manuscript titled "Wind Speed Determines the Extent of Vertical Plume Dispersion for Marine Cloud Brightening."

Furthermore, the collection includes three Matlab scripts utilized to generate all figures associated with the modeling process. 



The four input sounding files—one for each simulated case—used to initialize the CM1 model are included as .txt files.


To ensure comprehensive coverage, the dataset also encompasses the grid spacing data in .txt files, the area of the plume projection in the ocean for each case used to elaborate the CFADs as .txt files, custom-created colormaps saved as .txt files, and measurements of the average cloud base and median lifting condensation level, calculated over the simulation period analyzed in the paper.
DOI: 10.5281/zenodo.15127377
title: Data and scripts used to generate all model related figures in the article: Wind speed determine the extent of the vertical plume dispersion for Marine Cloud Brightening.

description: This dataset comprises aerosol mixing ratio and concentration data stored as .mat files, derived from four CM1 simulation outputs featured in the manuscript titled "Wind Speed Determines the Extent of Vertical Plume Dispersion for Marine Cloud Brightening."

Furthermore, the collection includes three Matlab scripts utilized to generate all figures associated with the modeling process. 



The four input sounding files—one for each simulated case—used to initialize the CM1 model are included as .txt files.


To ensure comprehensive coverage, the dataset also encompasses the grid spacing data in .txt files, the area of the plume projection in the ocean for each case used to elaborate the CFADs as .txt files, custom-created colormaps saved as .txt files, and measurements of the average cloud base and median lifting condensation level, calculated over the simulation period analyzed in the paper.
DOI: 10.15468/dl.c2829w
title: Occurrence Download

description: A dataset containing 8696 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucippus fallax (Bourcier, 1843)"
 ]
}

 The dataset includes 8696 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15131138
title: The Simulates User Study Dataset of the Paper Titled "A Question Bank to Assess Inclusive AI"

description: We conducted a simulated user study using GPT-4o, where we created 70 personas from different domains. We validated a question bank to assess AI inclusivity with these 70 personas. Here, we are publishing two files:1. 70 personas and their details2. The validation of the question bank by the personas
DOI: 10.5281/zenodo.15131139
title: The Simulates User Study Dataset of the Paper Titled "A Question Bank to Assess Inclusive AI"

description: We conducted a simulated user study using GPT-4o, where we created 70 personas from different domains. We validated a question bank to assess AI inclusivity with these 70 personas. Here, we are publishing two files:1. 70 personas and their details2. The validation of the question bank by the personas
DOI: 10.71795/v42r-ay14
title: Maritime Propulsion Type thesaurus
DOI: 10.71682/10549309
title: Mid-density genotypic data (DArTAGTM DNA fingerprints) of BNI short arm (T3BL.3NsbS) translocation lines and their recurrent parents

description: A number of BNI short arm (T3BL.3NsbS) translocation lines and their recurrent parents were fingerprinted with the DArTAGTM bread wheat SNP panel which is included in the CGIAR mid-density genotyping services (https://excellenceinbreeding.org/toolbox/services/mid-density-genotyping-service). This data server as a pedigree verification data set for the translocation lines.
DOI: 10.71682/10549309/1
title: fingerprints_BISA_DArTAG_filtered.csv.gz
DOI: 10.71682/10549309/2
title: Report_DW24-9639_fingerprints_BISA_DArTAG_unfiltered.csv.gz
DOI: 10.15468/dl.yf7yxj
title: Occurrence Download

description: A dataset containing 14288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris minuta (Leisler, 1812)",
 "Year 1975-2025"
 ]
}

 The dataset includes 14288 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002033-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71682/10549303
title: CIMMYT datasets of KASP and STS markers associated with the marker-assisted introgression of the BNI short arm translocation (T3BL.3NsbS) from Leymus racemosus of the study

description: Genotyping data from marker-assisted introgression of the BNI short arm translocation (T3BL.3NsbS) into CIMMYT elite germplasm (2024 and 2025).
DOI: 10.71682/10549303/1
title: BW24MVAHB02_2024_F2 populations.xlsx.gz
DOI: 10.71682/10549303/2
title: BW24MVAKB06_2024_F1 verification.xlsx.gz
DOI: 10.71682/10549303/3
title: BW25MVAHB01_2025_F1 verification (SxW).xlsx.gz
DOI: 10.71682/10549303/4
title: demo plots (2024).xlsx.gz
DOI: 10.15468/dl.9kgbg6
title: Occurrence Download

description: A dataset containing 19765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Uzbekistan",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 2022-2025"
 ]
}

 The dataset includes 19765 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002034-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15130988
title: PATTERN project (to be updated)

description: This repository contains data used in the Horizon Europe PATTERN project and will be updated as publications progress.
DOI: 10.15468/dl.etsdpx
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco deiroleucus Temminck, 1825"
 ]
}

 The dataset includes 507 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002036-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71795/30z7-kr21
title: Matériau de la couverture - Inventaire/MH
DOI: 10.5285/14274b67-86a5-4d9d-b3f4-20c6d20228d7
title: Long-period Magnetotelluric data collected at 44 sites in Scotland, England and Wales

description: The data set contains the timeseries of long-period magnetotelluric data collected at 44 sites in Great Britain during the SWIMMR-SAGE project 2021-2023. At each site, five channels were recorded with a 1s sampling rate: The magnetic field components (north-south Bx, east-west By, and the vertical component Bz) were measured using a fluxgate magnetometer manufactured from Lemi, Lviv, Ukraine. The horizontal electric field (north-south Ex, east-west Ey) was recorded using non-polarizable electrodes. The installations were performed by BGS staff following the manufacturers guidelines and best practices.
For each site, a folder containing the timeseries data and a pdf containing all relevant metadata are provided.
Format:
YYYY-MM-DD HH:MM:SS BX BY BZ EX EY
Magnetic values in units of nT (10^-9 T).
Electric field values are in mV/km.

A BGS open report has been published on the NERC Open Research Archive (NORA) describing the motivation, site selection and data collection. It is referenced in the metadata and can be found here:
https://nora.nerc.ac.uk/id/eprint/537960/
DOI: 10.6084/m9.figshare.28723391
title: Y Freq Right Graphs

description: Y Freq Right Eye graphs
DOI: 10.6084/m9.figshare.28723391.v1
title: Y Freq Right Graphs

description: Y Freq Right Eye graphs
DOI: 10.15468/dl.2zp5pa
title: Occurrence Download

description: A dataset containing 917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratophyllum demersum L."
 ]
}

 The dataset includes 917 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002037-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu9zxd
title: Occurrence Download

description: A dataset containing 7362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum americanum Mill.",
 "Year 2010-2020"
 ]
}

 The dataset includes 7362 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002038-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aypxfu
title: Occurrence Download

description: A dataset containing 33565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Croatia",
 "Year 1978-2023"
 ]
}

 The dataset includes 33565 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034677-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zjgey
title: Occurrence Download

description: A dataset containing 46162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Cuba",
 "Year 1978-2023"
 ]
}

 The dataset includes 46162 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034678-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ue52s
title: Occurrence Download

description: A dataset containing 8518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Curaçao",
 "Year 1978-2023"
 ]
}

 The dataset includes 8518 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034679-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2pewk
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Stelis argentata Lindl."
 ]
}

 The dataset includes 716 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034680-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg7h4e
title: Occurrence Download

description: A dataset containing 2202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Triepeolus rugosus Mitchell, 1962, Stelis subglauca (Cockerell, 1925), Sphecodes olympicus Cockerell, 1904, Sphecodes carolinus Mitchell, 1956, Scaptotrigona magdalenae Engel, 2022, Nomada kincaidiana Cockerell, 1903, Lasioglossum rohweri (Ellis, 1915), Lasioglossum nymphaearum (Robertson, 1895), Lasioglossum asteris (Mitchell, 1960), Augochloropsis viridula (Smith, 1853), Augochloropsis humeralis (Patton, 1879))"
 ]
}

 The dataset includes 2202 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034681-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwy7nc
title: Occurrence Download

description: A dataset containing 17061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Cyprus",
 "Year 1978-2023"
 ]
}

 The dataset includes 17061 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034682-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7dtkm
title: Occurrence Download

description: A dataset containing 1189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliaceae"
 ]
}

 The dataset includes 1189 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034683-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z93v2g
title: Occurrence Download

description: A dataset containing 129859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Czechia",
 "Year 1978-2023"
 ]
}

 The dataset includes 129859 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034684-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc59fc7
title: CCDC 158018: Experimental Crystal Structure Determination

description: Related Article: M.Kubicki, S.K.Hadjikakou, M.N.Xanthopoulou|2001|Polyhedron|20|2179|doi:10.1016/S0277-5387(01)00827-0
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5dn4b
title: CCDC 161111: Experimental Crystal Structure Determination

description: Related Article: R.M.Claramunt, C.Lopez, M.A.Garcia, M.D.Otero, M.R.Torres, E.Pinilla, S.H.Alarcon, I.Alkorta, J.Elguero|2001|New J.Chem.|25|1061|doi:10.1039/b103405g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc59fb6
title: CCDC 158017: Experimental Crystal Structure Determination

description: Related Article: M.Kubicki, S.K.Hadjikakou, M.N.Xanthopoulou|2001|Polyhedron|20|2179|doi:10.1016/S0277-5387(01)00827-0
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc5dn5c
title: CCDC 161112: Experimental Crystal Structure Determination

description: Related Article: R.M.Claramunt, C.Lopez, M.A.Garcia, M.D.Otero, M.R.Torres, E.Pinilla, S.H.Alarcon, I.Alkorta, J.Elguero|2001|New J.Chem.|25|1061|doi:10.1039/b103405g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc588sg
title: CCDC 156915: Experimental Crystal Structure Determination

description: Related Article: D.S.Wragg, A.M.Z.Slawin, R.E.Morris|2001|J.Mater.Chem.|11|1850|doi:10.1039/b100471i
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc588th
title: CCDC 156916: Experimental Crystal Structure Determination

description: Related Article: D.S.Wragg, A.M.Z.Slawin, R.E.Morris|2001|J.Mater.Chem.|11|1850|doi:10.1039/b100471i
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.