cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18624202
title: Comparative Process Efficiency Dataset: Global vs Local Automotive Supply Chains (2019–2024)

description: This dataset contains the consolidated KPI panel used in a comparative analysis of process efficiency and resilience-related performance in two major automotive OEMs over the period 2019–2024.

The dataset includes publicly extracted annual delivery volumes, cost of sales (COGS), and inventory values, as well as computed KPI proxies including Days Inventory Outstanding (DIO), COGS per unit, and year-on-year delivery change.

All variables are standardized for comparability across firms and years. The dataset is provided to ensure transparency, reproducibility, and independent verification of the reported empirical results.

The archive includes the frozen dataset used for analysis and documentation of variable definitions and calculation logic.
DOI: 10.15139/s3/fzhcsm
title: Data Management and Sharing Plan for: RNA-dependent RNA Polymerase

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15139/s3/2i9hyi
title: Data Management and Sharing Plan for: Comprehensive Tools and Models for Addressing Exposure to Mixtures During Environmental Emergency-Related Contamination Events

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.6084/m9.figshare.31325758
title: <b>SF5</b>: New olive allergen prediction in mature pollen

description: The new allergen prediction in <i>O. europaea</i> carried out by <i>AllergenDetectR</i> pipeline when the olive pollen pan-proteome of SF4 was used as input. The tables included, all in tab separated values (.tsv) format, are: <b>NewAllergensDetails.tsv</b> containing relevant information about the 1,050 candidates, including their 'Picual' ID, the UniProt AC# of the closest allergen with the bit score, percent of identity, length, allergen description and the species source. The last column is the allergenicity potential expressed as the AllergenAI percentage. Rows are sorted by identity, bit score, and AllergenAI percentage.<b>NewAllergensIntersect.tsv</b> contains the complete list of the 1,050 new allergen candidates distributed between the different intersections of a Venn diagram with the four cultivars that compose the pan-proteome.<b>CloseToKnownAllergens.tsv</b> containing relevant information about the 51 'Picual' proteins which are very similar to the 15 known olive allergens. This table includes the same information that the <i>NewAllergensDetails.tsv</i> table as well as another column with the AllerCatPro 2.0 evidence of allergenicity potential. Rows are sorted by identity, bit score and AllergenAI percentage. <b>OtherIsoformsOfKnownAllergens.tsv</b> containing relevant information about the 32 'Picual' proteins that can be far isoforms of the 15 known olive allergens. This table includes the same information that the <i>CloseToKnownAllergens.tsv</i> table. Rows are sorted by identity, bit score and AllergenAI percentage.<br>
DOI: 10.6084/m9.figshare.31325758.v2
title: <b>SF5</b>: New olive allergen prediction in mature pollen

description: The new allergen prediction in <i>O. europaea</i> carried out by <i>AllergenDetectR</i> pipeline when the olive pollen pan-proteome of SF4 was used as input. The tables included, all in tab separated values (.tsv) format, are: <b>NewAllergensDetails.tsv</b> containing relevant information about the 1,050 candidates, including their 'Picual' ID, the UniProt AC# of the closest allergen with the bit score, percent of identity, length, allergen description and the species source. The last column is the allergenicity potential expressed as the AllergenAI percentage. Rows are sorted by identity, bit score, and AllergenAI percentage.<b>NewAllergensIntersect.tsv</b> contains the complete list of the 1,050 new allergen candidates distributed between the different intersections of a Venn diagram with the four cultivars that compose the pan-proteome.<b>CloseToKnownAllergens.tsv</b> containing relevant information about the 51 'Picual' proteins which are very similar to the 15 known olive allergens. This table includes the same information that the <i>NewAllergensDetails.tsv</i> table as well as another column with the AllerCatPro 2.0 evidence of allergenicity potential. Rows are sorted by identity, bit score and AllergenAI percentage. <b>OtherIsoformsOfKnownAllergens.tsv</b> containing relevant information about the 32 'Picual' proteins that can be far isoforms of the 15 known olive allergens. This table includes the same information that the <i>CloseToKnownAllergens.tsv</i> table. Rows are sorted by identity, bit score and AllergenAI percentage.<br>
DOI: 10.6084/m9.figshare.31325758.v1
title: <b>SF5</b>: new olive allergen prediction in mature pollen

description: The new allergen prediction in <i>O. europaea</i> carried out by <i>AllergenDetectR</i> pipeline when the olive pollen pan-proteome of SF4 was used as input. The tables included, all in tab separated values (.tsv) format, are: <b>NewAllergensDetails.tsv</b> containing relevant information about the 1,050 candidates, including their 'Picual' ID, the UniProt AC# of the closest allergen with the bit score, percent of identity, length, allergen description and the species source. The last column is the allergenicity potential expressed as the AllergenAI percentage. Rows are sorted by identity, bit score, and AllergenAI percentage.<b>NewAllergensIntersect.tsv</b> contains the complete list of the 1,050 new allergen candidates distributed between the different intersections of a Venn diagram with the four cultivars that compose the pan-proteome.<b>CloseToKnownAllergens.tsv</b> containing relevant information about the 51 'Picual' proteins which are very similar to the 15 known olive allergens. This table includes the same information that the <i>NewAllergensDetails.tsv</i> table as well as another column with the AllerCatPro 2.0 evidence of allergenicity potential. Rows are sorted by identity, bit score and AllergenAI percentage. <b>OtherIsoformsOfKnownAllergens.tsv</b> containing relevant information about the 32 'Picual' proteins that can be far isoforms of the 15 known olive allergens. This table includes the same information that the <i>CloseToKnownAllergens.tsv</i> table. Rows are sorted by identity, bit score and AllergenAI percentage.<br>
DOI: 10.6084/m9.figshare.31325494
title: <b>New Agricultural Business Entities, Agricultural Mechanization, and the Increase in Farmer Income</b>

description: Land transfers have contributed to the fragmentation of the rural labor force, positioning agricultural mechanization as the predominant technological choice employed by new agricultural entities to enhance the incomes of smallholder farmers. Positioned as the vanguard in farmer income growth, these new agricultural entities are regarded as a bridge that connects and empowers farmers within the framework of the rural revitalization strategy. Drawing on field survey data from west melon growers in Xinjiang, this study empirically examines the mechanism by which new agricultural entities influence farmer incomes and investigates the mediating role of agricultural mechanization.
DOI: 10.6084/m9.figshare.31325494.v2
title: <b>New Agricultural Business Entities, Agricultural Mechanization, and the Increase in Farmer Income</b>

description: Land transfers have contributed to the fragmentation of the rural labor force, positioning agricultural mechanization as the predominant technological choice employed by new agricultural entities to enhance the incomes of smallholder farmers. Positioned as the vanguard in farmer income growth, these new agricultural entities are regarded as a bridge that connects and empowers farmers within the framework of the rural revitalization strategy. Drawing on field survey data from west melon growers in Xinjiang, this study empirically examines the mechanism by which new agricultural entities influence farmer incomes and investigates the mediating role of agricultural mechanization.
DOI: 10.6084/m9.figshare.31325494.v1
title: <b>New Agricultural Business Entities, Agricultural Mechanization, and the Increase in Farmer Income</b>

description: Land transfers have contributed to the fragmentation of the rural labor force, positioning agricultural mechanization as the predominant technological choice employed by new agricultural entities to enhance the incomes of smallholder farmers. Positioned as the vanguard in farmer income growth, these new agricultural entities are regarded as a bridge that connects and empowers farmers within the framework of the rural revitalization strategy. Drawing on field survey data from west melon growers in Xinjiang, this study empirically examines the mechanism by which new agricultural entities influence farmer incomes and investigates the mediating role of agricultural mechanization.Results indicate that: 1) Farmer participation in new agricultural entities is associated with significantly higher income levels, a result that remains robust after controlling for endogeneity and conducting robustness tests; 2) This income-enhancing effect exhibits significant heterogeneity, with notably greater gains observed among low-income farmers. Specifically, the positive income effect is more pronounced for farmers with lower educational attainment relative to their highly educated counterparts. Furthermore, the income-generating effect of technology adoption is moderated by gender, with stronger benefits observed for male farmers. 3) Agricultural mechanization is identified as a crucial channel via which new agricultural entities promote farmer income growth. Additionally, farmer income is significantly influenced by age, household labor force size, non-agricultural income share, and cultivation scale.In light of these findings, it is imperative to further improve the policy support system and enhance the capacity of new agricultural business entities to facilitate linkages with and deliver benefits to farmers. Strengthening mechanization infrastructure and promoting the deep integration of agricultural machinery and farming techniques are also of critical importance. Differentiated support should be provided to farmers with varying endowments, and the income redistribution mechanism—grounded in mechanization dividends—should be refined. The establishment of platforms for coordinated industrial development and the innovation of rural property rights systems are recommended to ensure that the benefits of mechanization are shared inclusively.
DOI: 10.15468/dl.yep298
title: Occurrence Download

description: A dataset containing 5591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 -60,-70 -60,-70 70,-180 70,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, c54097e6-0972-4acb-b849-eaeba29c917d, bf0d80b3-46da-4e60-b1cf-39f2320acb43, e9f60bdb-217d-4b4e-a22a-2781321220a1, ef3ec46c-c2e6-4674-a663-77b334fa6003)",
 "TaxonKey is Orcinus orca",
 "Year 2000-2026"
 ]
}

 The dataset includes 5591 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012134-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5v8xd
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eustegia minuta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012137-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdjumn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panaqolus claustellifer",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012139-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6075/j0862hfs
title: Data from: Genome-wide association study of nociception and opioid consumption behaviors associated with heroin vulnerability in outbred rats. In The Center for GWAS in Outbred Rats Database (C-GORD)

description: This object contains the supplementary information for the paper "Genome-wide association study reveals multiple loci for nociception and opioid consumption behaviors associated with heroin vulnerability in outbred rats."

GWAS results (zip files) contains the phenotypes, genotypes, summary statistics, images, etc.

Traits for opioid self-administration (gwas_heroin_traits) are represented as both raw values and normalized values that were used for GWAS.
description: Software:
Python implementation of GWAS pipeline: https://github.com/sanchestm/GWAS-pipeline
DOI: 10.15468/dl.dpnn88
title: Occurrence Download

description: A dataset containing 2037 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cicindela fulgida"
 ]
}

 The dataset includes 2037 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012138-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg5tpu
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61.55281 15.18872,-61.16994 15.18872,-61.16994 15.66703,-61.55281 15.66703,-61.55281 15.18872))",
 "OccurrenceStatus is Present",
 "TaxonKey is Morinda citrifolia"
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/r3kimm
title: Data Management and Sharing Plan for: Statistical Methods for Efficacy Trials of Vaccines and Monoclonal Antibodies Against Genetically-Diverse Pathogens

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.m9bwyx
title: Occurrence Download

description: A dataset containing 7624434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.46312 37.80292,-6.74945 36.84296,-5.96776 35.80663,-4.85953 36.06301,-4.345 37.11961,-5.46312 37.80292))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7624434 records from 713 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012081-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baj8ps
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "TaxonKey is Jynx torquilla",
 "Year is 2019"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012115-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18624277
title: Dataset for analysis of the study on requirements reuse using ChatGPT
DOI: 10.5281/zenodo.18624278
title: Dataset for analysis of the study on requirements reuse using ChatGPT
DOI: 10.25824/redu/hvb2dx
title: Dados experimentais sobre a capacidade fibrinolítica plasmática em indivíduos com tromboembolismo venoso e aumento de lipoproteina a

description: Este conjunto de dados reúne informações clínicas, laboratoriais e funcionais obtidas no estudo sobre a avaliação da capacidade fibrinolítica plasmática em pacientes acometidos por tromboembolismo venoso (TEV) e aumento dos níveis de lipoproteina a (Lpa). Inclui resultados do teste de resistência à fibrinólise induzida por rt-PA (rtPA-CLT), dados bioquímicos, demográficos e antropométricos, coletados no Hemocentro da Unicamp entre 2020 e 2023. Os dados foram utilizados para investigar a relação entre o perfil fibrinolítico e fatores associados ao TEV, contribuindo para o entendimento dos mecanismos de formação e lise do coágulo de fibrina.
DOI: 10.5683/sp3/m8swf6
title: Data in support of: Instructing Practicing Physicians in their Continuing Professional Development: A Survey of Canadian Health Sciences Librarians

description: This file contains the processed data for this descriptive study, with both English and French participants merged. This project had institutional ethics approval to share deidentified data. However, it is worth noting that most of the responses in 2 rows have been removed from this file and highlighted in red, as per participant preference not to have their anonymous answers publicly shared within the complete dataset (but these participants were aware that responses would still be included in analysis and communication of the study results). The responses that remain from this participant are to demonstrate that they were candidates for inclusion in the study, but that they requested to have their data removed from the public dataset.
DOI: 10.34740/kaggle/dsv/14810515
title: Database for Endodontic Diagnosis
DOI: 10.15468/dl.xqus2s
title: Occurrence Download

description: A dataset containing 4034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Dasyochloa pulchella"
 ]
}

 The dataset includes 4034 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012141-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2llxdj
title: CCDC 2401458: Experimental Crystal Structure Determination

description: Related Article: Adrien Denizet, Rajesh Nomula, Richard Edwards, Patrick Y. Toullec, Philippe A. Peixoto|2025|Chem.-Eur.J.|31|e202500267|doi:10.1002/chem.202500267
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/ccdc.csd.cc2llxfk
title: CCDC 2401459: Experimental Crystal Structure Determination

description: Related Article: Adrien Denizet, Rajesh Nomula, Richard Edwards, Patrick Y. Toullec, Philippe A. Peixoto|2025|Chem.-Eur.J.|31|e202500267|doi:10.1002/chem.202500267
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/ccdc.csd.cc2lrck9
title: CCDC 2405741: Experimental Crystal Structure Determination

description: Related Article: Zhiqing Long, Ke Luo, Kaixuan Wang, Maijun Zhu, Qing He|2026|Adv.Mater.||e20264|doi:10.1002/adma.202520264
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/ccdc.csd.cc2m55jj
title: CCDC 2418047: Experimental Crystal Structure Determination

description: Related Article: Youhai Liu, Sitong Chen, Tianyu Jiang, Fusheng Yang, Wenlong Yin, Guoyang Yu, Yanqiang Yang, Wenquan Zhang|2026|Chem.Eng.Journal|530||doi:10.1016/j.cej.2026.173727
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/ccdc.csd.cc2mdjrb
title: CCDC 2425122: Experimental Crystal Structure Determination

description: Related Article: Yibo Cui, Jiawei Lin, Lei Gao, Yuhe Shao, Ruonan Yao, Zhongnan Guo, Jing Zhao, Quanlin Liu|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05866
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/ccdc.csd.cc2mdjsc
title: CCDC 2425123: Experimental Crystal Structure Determination

description: Related Article: Yibo Cui, Jiawei Lin, Lei Gao, Yuhe Shao, Ruonan Yao, Zhongnan Guo, Jing Zhao, Quanlin Liu|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05866
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/ccdc.csd.cc2mdjtd
title: CCDC 2425124: Experimental Crystal Structure Determination

description: Related Article: Yibo Cui, Jiawei Lin, Lei Gao, Yuhe Shao, Ruonan Yao, Zhongnan Guo, Jing Zhao, Quanlin Liu|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05866
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.