cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr38725.v1
title: Oregon Youth Study Couples Study, Time 5, 2001-2004
title: Version 1

description: This study tested a comprehensive model for couples from at-risk backgrounds on the basis of a dynamic developmental systems approach and stress and support processes to examine the risk and protective impacts of romantic relationships on health in adulthood. It was posited that both general and specific developmental and relationship risks have significant implications for health outcomes in mid-adulthood.
description: The purpose of this study was to examine the risk and protective impacts of romantic relationships on health in adulthood.
description: This data contains variables about respondents' mental health, their opinions on gender roles, their social skills, social skill, and their romantic relationships. Demographic variables include race, education, employment status, gender, and age.
description: Datasets: 
DS0: Study-Level Files
DS1: Adjustment with Partner Restricted Data
DS2: Assessing Environments Restricted Data
DS3: BSI Mental Health (Brief Symptom Inventory) Restricted Data
DS4: Couples Behaviors Restricted Data
DS5: CES-D Depression Restricted Data
DS6: Hostility Toward Women, Version 2 Restricted Data
DS7: Self-Esteem (Self-Perception) Restricted Data
DS8: Problem Solving Strategies Restricted Data
DS9: Sex Restricted Data
DS10: Discipline Rating Scale Restricted Data
DS11: Dyadic Social Skills Restricted Data
DS12: Dyadic Adjustment Restricted Data
DS13: Life Experiences Restricted Data
DS14: Locke-Wallace Inventory Restricted Data
DS15: Neighborhood and Social Contact Restricted Data
DS16: Dyadic Social Skills 2 Restricted Data
DS17: Demographics Restricted Data
DS18: Partner Interaction Scale Restricted Data
DS19: Partner Issue Checklist Restricted Data
DS20: Interviewer Ratings Restricted Data
DS21: Couples Interview Restricted Data
DS22: Problem Solving Questionnaire Restricted Data
DS23: Young Adult Behavior Checklist (on Partner) Restricted Data
DS24: Relationship Behavior Restricted Data
DS25: Social Influence (General) Restricted Data
DS26: Social Influence-Substances Restricted Data
DS27: Social Influence Ratings Restricted Data
DS28: WAIS Vocabulary Restricted Data
DS29: FPPC Coder Ratings Restricted Data
DS30: Weiss Marital Status Inventory Restricted Data
description: Males aged 27-29 who were already participating in the Oregon Youth Study.
description: coded on-site observation; face-to-face interview; on-site questionnaire
DOI: 10.3886/icpsr38725
title: Oregon Youth Study Couples Study, Time 5, 2001-2004
title: Archival Version

description: This study tested a comprehensive model for couples from at-risk backgrounds on the basis of a dynamic developmental systems approach and stress and support processes to examine the risk and protective impacts of romantic relationships on health in adulthood. It was posited that both general and specific developmental and relationship risks have significant implications for health outcomes in mid-adulthood.
description: The purpose of this study was to examine the risk and protective impacts of romantic relationships on health in adulthood.
description: This data contains variables about respondents' mental health, their opinions on gender roles, their social skills, social skill, and their romantic relationships. Demographic variables include race, education, employment status, gender, and age.
description: Datasets: 
DS0: Study-Level Files
DS1: Adjustment with Partner Restricted Data
DS2: Assessing Environments Restricted Data
DS3: BSI Mental Health (Brief Symptom Inventory) Restricted Data
DS4: Couples Behaviors Restricted Data
DS5: CES-D Depression Restricted Data
DS6: Hostility Toward Women, Version 2 Restricted Data
DS7: Self-Esteem (Self-Perception) Restricted Data
DS8: Problem Solving Strategies Restricted Data
DS9: Sex Restricted Data
DS10: Discipline Rating Scale Restricted Data
DS11: Dyadic Social Skills Restricted Data
DS12: Dyadic Adjustment Restricted Data
DS13: Life Experiences Restricted Data
DS14: Locke-Wallace Inventory Restricted Data
DS15: Neighborhood and Social Contact Restricted Data
DS16: Dyadic Social Skills 2 Restricted Data
DS17: Demographics Restricted Data
DS18: Partner Interaction Scale Restricted Data
DS19: Partner Issue Checklist Restricted Data
DS20: Interviewer Ratings Restricted Data
DS21: Couples Interview Restricted Data
DS22: Problem Solving Questionnaire Restricted Data
DS23: Young Adult Behavior Checklist (on Partner) Restricted Data
DS24: Relationship Behavior Restricted Data
DS25: Social Influence (General) Restricted Data
DS26: Social Influence-Substances Restricted Data
DS27: Social Influence Ratings Restricted Data
DS28: WAIS Vocabulary Restricted Data
DS29: FPPC Coder Ratings Restricted Data
DS30: Weiss Marital Status Inventory Restricted Data
description: Males aged 27-29 who were already participating in the Oregon Youth Study.
description: coded on-site observation; face-to-face interview; on-site questionnaire
DOI: 10.15468/dl.ngbdsx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054894-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15663609
title: MetaCost XGBoost Training and Evaluation Dataset with MATBLAB Codes and files for generating proxies

description: The dataset consists of two curated subsets designed for the classification of alteration types using geochemical and proxy variables. The traditional dataset (Trad_Train.csv and Trad_Test.csv) is derived directly from the original complete geochemical dataset (alldata.csv) without any missing values and includes original geochemical features, serving as a baseline for model training and evaluation. In contrast, the simulated dataset (proxies_alldata.csv) was generated through custom MATLAB scripts that transform the original geochemical features into proxy variables based on multiple geostatistical realizations. These proxies, expressed on a Gaussian scale, may include negative values due to normalization. The target variable, Alteration, was originally encoded as integers using the mapping: 1 = AAA, 2 = IAA, 3 = PHY, 4 = PRO, 5 = PTS, and 6 = UAL. The simulated proxy data was split into the simulated train and test files (Simu_Train.csv and Simu_Test.csv) based on encoded details for the training (=1) and testing data (=2). All supporting files—including datasets, intermediate outputs (e.g., PNGs, variograms), proxy outputs, and an executable for confidence analysis routines are included in the repository except the source code, which is on GitHub Repository. Specifically, the FinalMatlabFiles.zip archive contains the raw input files alldata.csvused to generate the proxies_alldata.csv, it also contains Analysis1.csv and Analysis2.csvfor performing confidence analysis. To run the executable files in place of the .m scripts in MATLAB, users must install the MATLAB Runtime 2023b for Windows 64-bit, available at: https://ssd.mathworks.com/supportfiles/downloads/R2023b/Release/10/deployment_files/installer/complete/win64/MATLAB_Runtime_R2023b_Update_10_win64.zip.









Details on the input files for confidence analysis: Analysis1.csv and Analysis2.csv
These files contain two columns for the test data: column 1 = match or mismatch between predicted and true alterations? column 2 = probability of a correct classification, according to bootstrapped samples (Analysis1.csv) or to simulated proxies (Analysis2.csv)
DOI: 10.5281/zenodo.15666484
title: MetaCost XGBoost Training and Evaluation Dataset with MATBLAB Codes and files for generating proxies

description: The dataset consists of two curated subsets designed for the classification of alteration types using geochemical and proxy variables. The traditional dataset (Trad_Train.csv and Trad_Test.csv) is derived directly from the original complete geochemical dataset (alldata.csv) without any missing values and includes original geochemical features, serving as a baseline for model training and evaluation. In contrast, the simulated dataset (proxies_alldata.csv) was generated through custom MATLAB scripts that transform the original geochemical features into proxy variables based on multiple geostatistical realizations. These proxies, expressed on a Gaussian scale, may include negative values due to normalization. The target variable, Alteration, was originally encoded as integers using the mapping: 1 = AAA, 2 = IAA, 3 = PHY, 4 = PRO, 5 = PTS, and 6 = UAL. The simulated proxy data was split into the simulated train and test files (Simu_Train.csv and Simu_Test.csv) based on encoded details for the training (=1) and testing data (=2). All supporting files—including datasets, intermediate outputs (e.g., PNGs, variograms), proxy outputs, and an executable for confidence analysis routines are included in the repository except the source code, which is on GitHub Repository. Specifically, the FinalMatlabFiles.zip archive contains the raw input files alldata.csvused to generate the proxies_alldata.csv, it also contains Analysis1.csv and Analysis2.csvfor performing confidence analysis. To run the executable files in place of the .m scripts in MATLAB, users must install the MATLAB Runtime 2023b for Windows 64-bit, available at: https://ssd.mathworks.com/supportfiles/downloads/R2023b/Release/10/deployment_files/installer/complete/win64/MATLAB_Runtime_R2023b_Update_10_win64.zip.









Details on the input files for confidence analysis: Analysis1.csv and Analysis2.csv
These files contain two columns for the test data: column 1 = match or mismatch between predicted and true alterations? column 2 = probability of a correct classification, according to bootstrapped samples (Analysis1.csv) or to simulated proxies (Analysis2.csv)
DOI: 10.25345/c57p8ts1b
title: MassIVE MSV000098259 - Protein identification with specific library in Ph. vulgaris
title: Analysis of peptides generated by enzymatic digestion with alcalase in Chilean bean proteins, analyzed by RPLC-ESI-QTOF.
DOI: 10.5281/zenodo.11074243
title: Tandem splice acceptor sites: Profiling their relevance to human disease
DOI: 10.5281/zenodo.15691442
title: Tandem splice acceptor sites: Profiling their relevance to human disease
DOI: 10.15468/dl.vajw4q
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammillaria miegiana Earle"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054895-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78q4yy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054896-250525065834625/datasets/export for details.
DOI: 10.15468/dl.pxxpkt
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Haematoxylum calakmulense Cruz Durán & M.Sousa"
 ]
}

 The dataset includes 44 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054897-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sefaug
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Honduras",
 "DatasetKey is one of (Field Museum of Natural History (Zoology) Insect, Arachnid and Myriapod Collection, Museum of Comparative Zoology, Harvard University, NMNH Extant Specimen Records (USNM, US), UF Invertebrate Zoology)",
 "OccurrenceStatus is Present",
 "TaxonKey is Diplopoda"
 ]
}

 The dataset includes 77 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054898-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cr3hz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054899-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15692301
title: Example data for u-Segment3D paper by Zhou et al. 2025
DOI: 10.5281/zenodo.15692302
title: Example data for u-Segment3D paper by Zhou et al. 2025
DOI: 10.25345/c53x83z6g
title: MassIVE MSV000098260 - Enhanced Levels of MYHCA peptides in Mediastinal Lymph Nodes Following Myocardial Infarction
title: A total of 14 lymph node samples were collected from 7 mice, with 8 samples obtained from the MI group and 6 from the sham-operated group. Each mouse contributed two lymph node samples: the mediastinal lymph node, MedLN and the sub-iliac lymph node, siLN. Supplementary Table 1 provides a detailed breakdown of sample distribution across the experimental groups.
DOI: 10.15468/dl.hcyjuq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054900-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dd5bu4
title: Occurrence Download

description: A dataset containing 6331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oligoryzomys longicaudatus (Bennett, 1832)"
 ]
}

 The dataset includes 6331 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054901-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yka2qn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054902-250525065834625/datasets/export for details.
DOI: 10.15468/dl.s45cc5
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Sabal uresana Trel."
 ]
}

 The dataset includes 185 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054903-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8x5k7
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Selaginella porphyrospora A.Braun"
 ]
}

 The dataset includes 337 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054905-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz5w7z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054906-250525065834625/datasets/export for details.
DOI: 10.25934/pr00011510
title: 2025 Data Challenge (Additional Data)

description: Please see previous request titled "2025 Data Challenge"
DOI: 10.15468/dl.8jquph
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium catenatum (Bily & Marvan) Lange-Bertalot, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054908-250525065834625/datasets/export for details.
DOI: 10.15468/dl.q8q624
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation 1306.0-9999.0m",
 "Geometry POLYGON((-124.33044 38.56957,-121.20496 38.56957,-121.22981 39.70529,-121.42901 41.49083,-121.20809 43.55013,-121.15944 45.20767,-120.68293 46.80905,-121.13522 50.03497,-124.08008 54.19407,-133.56115 60.72527,-142.25731 61.70313,-123.90031 39.5412,-124.33044 38.56957))",
 "OccurrenceStatus is Present",
 "TaxonKey is Ephemeroptera"
 ]
}

 The dataset includes 172 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054909-250525065834625/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.29360372
title: Source data 1

description: Differentially expressed genes in bulk microarray analysis of kidneys 24 h following THS or sham treatment
DOI: 10.6084/m9.figshare.29360372.v1
title: Source data 1

description: Differentially expressed genes in bulk microarray analysis of kidneys 24 h following THS or sham treatment
DOI: 10.15468/dl.rf6apj
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Dalbergia ecastaphyllum (L.) Taub."
 ]
}

 The dataset includes 65 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054910-250525065834625/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.29360375
title: Source data 2

description: Abundance of proteins as measured by mass spectrometry in bulk kidney tissue 4 h, 24, and 5 d following THS or sham treatment
DOI: 10.6084/m9.figshare.29360375.v1
title: Source data 2

description: Abundance of proteins as measured by mass spectrometry in bulk kidney tissue 4 h, 24, and 5 d following THS or sham treatment
DOI: 10.15468/dl.ndp3sa
title: Occurrence Download

description: A dataset containing 35238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pheugopedius felix (P.L.Sclater, 1860)"
 ]
}

 The dataset includes 35238 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054911-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ua6vq9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes eutrophila Lange-Bertalot, 1996",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054912-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.