cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc6g26x
title: CCDC 192268: Experimental Crystal Structure Determination

description: Related Article: Wei Chen, Qi Yue, Cheng Chen, Hong-Ming Yuan, Wei Xu, Jie-Sheng Chen, Su-Ning Wang|2003|Dalton Trans.||28|doi:10.1039/b210462h
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: 10.48322/qhez-t443
title: CRRES HEEF 1-min electron distribution functions

description: This data set holds 1-min resolution electron distributions
(19 5-deg pitch angles vs. 19 energies) from the High Energy Electron
Fluxmeter (HEEF) on the CRRES spacecraft.  The energy range covered is 
0.3-7.5 MeV.  The data are in SGI(UNIX) binary format.  Read software
is contained within the companion documentation.
DOI: 10.15468/dl.r5upef
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Henriettea aggregata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 62 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007994-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00008281.0
title: Available datapackage for study 'A Randomized, Multicenter, Open-Label Cross-Over Study to Evaluate Patient Preference and Satisfaction of Subcutaneous Administration of the Fixed-Dose Combination of Pertuzumab and Trastuzumab in Patients With HER2-Positive Early Breast Cancer'

description: This is a Phase II, randomized, multicentre, multinational, open-label, cross-over study in adult patients who have completed neoadjuvant chemotherapy with neoadjuvant pertuzumab and trastuzumab and have undergone surgical treatment of human epidermal growth factor receptor 2 (HER2)-positive early breast cancer. The study will consist of two adjuvant treatment periods: a treatment cross-over period and a treatment continuation period. It will evaluate participant-reported preference for a subcutaneously administered fixed-dose combination formulation (FDC SC) of pertuzumab and trastuzumab compared with intravenously (IV) administered pertuzumab and trastuzumab formulations. The study will also evaluate participant-reported satisfaction with pertuzumab and trastuzumab FDC SC and health-related quality of life outcomes; healthcare professionals' perceptions of time/resource use and convenience of pertuzumab and trastuzumab FDC SC compared with pertuzumab and trastuzumab IV formulations; as well as the safety and efficacy of each study regimen.
DOI: 10.6073/pasta/4b4143069244fa3b3ba88c2642e77f75
title: PIE LTER dissolved nutrient and particulate concentrations of freshwater inputs to the Plum Island estuarine system, Massachusetts, taken approximately monthly.

description: Multi-year data of water chemistry including nutrient concentrations for various forms of N, P, C, as well as suspended sediments, was determined from monthly grab samples taken at watershed inputs to the Plum Island Sound Estuary. Sampling sites were the Ipswich River (Sylvania Dam, Ipswich, MA), Parker River Dam (Central St, Newbury, MA), Egypt River (Ipswich, MA) Mill River (Newbury, MA), Muddy Run (Ipswich, MA), Little River (Newbury, MA). These nutrient concentrations are then used in conjunction with USGS discharge data (recorded at gages in the Parker River at Byfield, MA and the Ipswich River at Ipswich, MA) to calculate annual nutrient loading to the Plum Island Sound Estuary, coming over each dam. Annual yield is also calculated for both dams. Refer to file WAT-VA-Load for loading data.
DOI: 10.6084/m9.figshare.28509341.v7
title: U.S. Federal Civil Agencies & Departments (2018-2025)

description: Data and Dofile for the U.S. Federal Civil Agencies & Departments (2018-2025)
DOI: 10.15468/dl.mjf5um
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Henriettea martiusii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 167 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007997-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cse9xx
title: Occurrence Download

description: A dataset containing 75121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erigeron annuus, Erigeron annuus, Erigeron annuus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 75121 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007957-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kvugk
title: Occurrence Download

description: A dataset containing 1243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celtis caudata"
 ]
}

 The dataset includes 1243 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007996-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14712461
title: Dataset Objects Launched into Outer Space UNOOSA
DOI: 10.15468/dl.hcjysu
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Henriettea tovarensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 47 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007999-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np9tc5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Specimen)",
 "TaxonKey is one of (Pipilo maculatus [GBIF Backbone Taxonomy])",
 "InstitutionCode is one of (LACM)",
 "Geometry POLYGON((-119.92707 34.16538,-119.95143 33.86243,-119.36665 33.82195,-119.4032 34.16538,-119.92707 34.16538))"
 ]
 }
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008000-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4vr6t
title: Occurrence Download

description: A dataset containing 5691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euphorbia exigua)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 5691 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008001-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czmuhm
title: Occurrence Download

description: A dataset containing 7596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-116.23379 54.75321,-119.77101 54.82354,-115.13603 39.37152,-93.30281 39.18268,-99.64542 53.97149,-116.23379 54.75321))",
 "HasGeospatialIssue is false",
 "TaxonKey is Anaxyrus woodhousii"
 ]
}

 The dataset includes 7596 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008002-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18462078
title: Refrigerant screening
DOI: 10.5281/zenodo.18462079
title: Refrigerant screening
DOI: 10.15468/dl.enasx3
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterocentron elegans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 214 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008003-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18459559
title: A High-Resolution Time-Resolved Single-Cell Transcriptomic Landscape of Human Osteoarthritic Cartilage

description: Project Description: This dataset contains the processed single-cell RNA sequencing (scRNA-seq) gene expression matrices for a comparative study of transcriptomic profiles between normal and diseased states. The study focuses on characterizing cellular heterogeneity and identifying key molecular markers in human knee articular cartilage.

Study Design: A total of 8 biological samples were collected and sequenced:





Normal Control (NC) Group: 4 samples (NC1, NC2, NC3, NC4)




Osteoarthritis (OA) Group: 4 samples (OA1, OA2, OA3, OA4)



Data Content: For each sample, we provide the standard filtered feature-barcode matrices generated by the Cell Ranger pipeline, consisting of:





barcodes.tsv.gz: Cellular barcodes identified in the sample.




features.tsv.gz: List of genes/features (gene IDs and symbols).




matrix.mtx.gz: Sparse matrix containing the counts of unique molecular identifiers (UMIs) for each gene in each cell.



Technical Details: The data is ready for downstream analysis using standard bioinformatics tools such as Seurat (R) or Scanpy (Python). All files are fully compressed in GZIP format (.gz) to ensure data integrity and optimize storage efficiency for high-throughput sequencing data.
DOI: 10.5281/zenodo.18459558
title: A High-Resolution Time-Resolved Single-Cell Transcriptomic Landscape of Human Osteoarthritic Cartilage

description: Project Description: This dataset contains the processed single-cell RNA sequencing (scRNA-seq) gene expression matrices for a comparative study of transcriptomic profiles between normal and diseased states. The study focuses on characterizing cellular heterogeneity and identifying key molecular markers in human knee articular cartilage.

Study Design: A total of 8 biological samples were collected and sequenced:





Normal Control (NC) Group: 4 samples (NC1, NC2, NC3, NC4)




Osteoarthritis (OA) Group: 4 samples (OA1, OA2, OA3, OA4)



Data Content: For each sample, we provide the standard filtered feature-barcode matrices generated by the Cell Ranger pipeline, consisting of:





barcodes.tsv.gz: Cellular barcodes identified in the sample.




features.tsv.gz: List of genes/features (gene IDs and symbols).




matrix.mtx.gz: Sparse matrix containing the counts of unique molecular identifiers (UMIs) for each gene in each cell.



Technical Details: The data is ready for downstream analysis using standard bioinformatics tools such as Seurat (R) or Scanpy (Python). All files are fully compressed in GZIP format (.gz) to ensure data integrity and optimize storage efficiency for high-throughput sequencing data.
DOI: 10.15468/dl.dw2y76
title: Occurrence Download

description: A dataset containing 15140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euphorbia helioscopia, Euphorbia helioscopia, Euphorbia helioscopia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 15140 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008004-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q77dkm
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coraliomela"
 ]
}

 The dataset includes 1116 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008005-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00012716.0
title: Available datapackage for study 'Effect of Liraglutide on Long-term Weight Maintenance and Additional Weight Loss Induced by a 4 to 12 Week Low Calorie Diet in Obese Subjects; A 56 Week Randomised, Double-blind, Placebo Controlled, Parallel Group, Multicentre Trial With a 12 Week Follow-up Period'

description: This trial is conducted in North America. The aim of this clinical trial is to evaluate the potential of liraglutide to maintain long term weight loss in obese non-diabetic subjects, as well as in overweight subjects who have medical problems such as hypertension (high blood pressure) or dyslipidaemia (an abnormal amount of lipids in the blood).Trial has following trial periods: A 12-week run-in period (from week -12 to week 0) followed by a 56-week main trial period (weeks 0-56) and a 12-week follow-up period (weeks 56-68).
DOI: 10.15468/dl.t8jjyu
title: Occurrence Download

description: A dataset containing 16311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chloris virgata"
 ]
}

 The dataset includes 16311 records from 532 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008006-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zgz2y
title: Occurrence Download

description: A dataset containing 1112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euphorbia palustris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1112 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008008-260129131611470/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.31235971
title: <b>Spatial Dataset and Drivers of Pyro-Socioecological Zones and Uncertainty in Mexico</b>

description: This dataset contains two raster files (.tif) generated at a spatial resolution of 0.25 degrees and two csv files. The rasters represent:<b>Pyro-socioecological zones (9 classes):</b> A spatial classification integrating fire regimes with socio-ecological contexts.<b>Confidence intervals (% per pixel):</b> A raster expressing the uncertainty associated with the classification, reported as percentage confidence for each pixel.The dataset provides a spatially explicit representation of pyro-socioecological dynamics, supporting ecological modeling, risk assessment, and landscape planning. The confidence interval raster allows users to evaluate the reliability of zone assignments at fine spatial scales.<b>Keywords:</b><br>Pyro-socioecological zones, fire regimes, socio-ecological systems, raster data, confidence intervals, ecological modeling, spatial analysis, risk assessment.<br><b>Usage notes:</b>The zone raster is categoricalThe confidence raster is continuous expressed in percentageBoth rasters are aligned spatially and can be used jointly for analysis.Suitable for integration into GIS workflows, ecological modeling, and comparative risk diagnostics.<b>Related publication:</b> Accepted manuscript in <i>Global Environmental Change</i> (DOI will be available once the manuscript is published).
DOI: 10.6084/m9.figshare.31235971.v1
title: <b>Spatial Dataset and Drivers of Pyro-Socioecological Zones and Uncertainty in Mexico</b>

description: This dataset contains two raster files (.tif) generated at a spatial resolution of 0.25 degrees and two csv files. The rasters represent:<b>Pyro-socioecological zones (9 classes):</b> A spatial classification integrating fire regimes with socio-ecological contexts.<b>Confidence intervals (% per pixel):</b> A raster expressing the uncertainty associated with the classification, reported as percentage confidence for each pixel.The dataset provides a spatially explicit representation of pyro-socioecological dynamics, supporting ecological modeling, risk assessment, and landscape planning. The confidence interval raster allows users to evaluate the reliability of zone assignments at fine spatial scales.<b>Keywords:</b><br>Pyro-socioecological zones, fire regimes, socio-ecological systems, raster data, confidence intervals, ecological modeling, spatial analysis, risk assessment.<br><b>Usage notes:</b>The zone raster is categoricalThe confidence raster is continuous expressed in percentageBoth rasters are aligned spatially and can be used jointly for analysis.Suitable for integration into GIS workflows, ecological modeling, and comparative risk diagnostics.<b>Related publication:</b> Accepted manuscript in <i>Global Environmental Change</i> (DOI will be available once the manuscript is published).
DOI: 10.15468/dl.sss97f
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterotis rotundifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 602 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008007-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tavu4
title: Occurrence Download

description: A dataset listing the 1257 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "RecordedBy is Rolland-Germain",
 "TaxonKey is Tracheophyta",
 "Year 1000-1968"
 ]
}

 The dataset's 1257 records were derived from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007998-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxa63h
title: Occurrence Download

description: A dataset containing 22934 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Genipa americana"
 ]
}

 The dataset includes 22934 records from 514 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008009-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35zc5k
title: Occurrence Download

description: A dataset listing the 65083 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset's 65083 records were derived from 1244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025102-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cdrxx
title: Occurrence Download

description: A dataset containing 576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Megachilidae"
 ]
}

 The dataset includes 576 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025118-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.g56h3
title: Data from: Transgender transitioning and change of self-reported sexual orientation

description: Objective: Sexual orientation is usually considered to be determined in
 early life and stable in the course of adulthood. In contrast, some
 transgender individuals report a change in sexual orientation. A common
 reason for this phenomenon is not known. Methods: We included 115
 transsexual persons (70 male-to-female “MtF” and 45 female-to-male “FtM”)
 patients from our endocrine outpatient clinic, who completed a
 questionnaire, retrospectively evaluating the history of their gender
 transition phase. The questionnaire focused on sexual orientation and
 recalled time points of changes in sexual orientation in the context of
 transition. Participants were further asked to provide a personal concept
 for a potential change in sexual orientation. Results: In total, 32.9% (n
 = 23) MtF reported a change in sexual orientation in contrast to 22.2% (n
 = 10) FtM transsexual persons (p = 0.132). Out of these patients, 39.1%
 (MtF) and 60% (FtM) reported a change in sexual orientation before having
 undergone any sex reassignment surgery. FtM that had initially been
 sexually oriented towards males ( = androphilic), were significantly more
 likely to report on a change in sexual orientation than gynephilic,
 analloerotic or bisexual FtM (p = 0.012). Similarly, gynephilic MtF
 reported a change in sexual orientation more frequently than androphilic,
 analloerotic or bisexual MtF transsexual persons (p = 0.05). Conclusion:
 In line with earlier reports, we reveal that a change in self-reported
 sexual orientation is frequent and does not solely occur in the context of
 particular transition events. Transsexual persons that are attracted by
 individuals of the opposite biological sex are more likely to change
 sexual orientation. Qualitative reports suggest that the individual's
 biography, autogynephilic and autoandrophilic sexual arousal, confusion
 before and after transitioning, social and self-acceptance, as well as
 concept of sexual orientation itself may explain this phenomenon.
description: Sexuel
 orientation_AuerData has been acquired
 by means of a paper-based questionnaire. Explanation of variable names can
 be found at the top line of the excel-sheet.