cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17053315
title: Variant-Adapted COVID-19 Vaccine Boosters Enhance Humoral Immunity and Limit IgG4 Accumulation in Solid Cancer Patients

description: Background: Solid cancer patients are at increased risk of severe COVID-19 and may benefit from repeated booster doses of SARS-CoV-2 mRNA vaccines. Beyond neutralizing antibody titers, recent evidence highlights the induction of spike-specific IgG4 after multiple vaccine doses, a phenomenon potentially linked to immune tolerance. Methods: We investigated the humoral response following the administration of the fourth and fifth dose of the Comirnaty Omicron XBB.1.5 mRNA vaccine in 48 patients with solid tumors undergoing active or recent anticancer treatment, compared with age-matched controls (n=24). Serum samples were collected before (T1) and three weeks after vaccination (T2). IgG against the spike receptor-binding-domain (IgG-RBD-S), spike-specific IgM (IgM-S), and IgG4 (IgG4-S) were quantified using standardized assays.
DOI: 10.5281/zenodo.17540948
title: Emission-Line Identifications Using PyEMILI on A Sample of Gaseous Nebulae

description: This dataset contains all emission-line lists and PyEMILI output files used in the analysis presented in “PyEMILI: A New-Generation Computer-Aided Spectral Line Identifier. II. Emission-Line Identification and Plasma Diagnostics of a Sample of Gaseous Nebulae” (arXiv:2511.14451).

A total of 34 samples were analyzed.For each sample, two files are provided (each named after the object):

1. Summary line identification list (*.dat)

Each .dat file contains the observed emission lines used as input for PyEMILI. These files are described in the corresponding article in the Appendix Table A.1.

File format





Column 1: Observed wavelength after velocity correction




Column 2: Observed line flux normalized to I(Hβ)=1




Right of the ‘|’: Best candidate identification(s), including the corresponding wavelengths and ion symbols.




Asterisks * mark lines where the literature ID does not match PyEMILI’s best candidate




Question marks ? mark lines that were not identified in the literature



2. Complete line identification list (*.out)

Each .out file contains the full identification results for every line in the corresponding .dat file. These files are described in the corresponding article in the Appendix Table B.1.  These files include:





All candidate ID(s) for each line




The information on candidate wavelengths, ions, and multiplets, etc. More descriptions are here
DOI: 10.5281/zenodo.17540949
title: Emission-Line Identifications Using PyEMILI on A Sample of Gaseous Nebulae

description: This dataset contains all emission-line lists and PyEMILI output files used in the analysis presented in “PyEMILI: A New-Generation Computer-Aided Spectral Line Identifier. II. Emission-Line Identification and Plasma Diagnostics of a Sample of Gaseous Nebulae” (arXiv:2511.14451).

A total of 34 samples were analyzed.For each sample, two files are provided (each named after the object):

1. Summary line identification list (*.dat)

Each .dat file contains the observed emission lines used as input for PyEMILI. These files are described in the corresponding article in the Appendix Table A.1.

File format





Column 1: Observed wavelength after velocity correction




Column 2: Observed line flux normalized to I(Hβ)=1




Right of the ‘|’: Best candidate identification(s), including the corresponding wavelengths and ion symbols.




Asterisks * mark lines where the literature ID does not match PyEMILI’s best candidate




Question marks ? mark lines that were not identified in the literature



2. Complete line identification list (*.out)

Each .out file contains the full identification results for every line in the corresponding .dat file. These files are described in the corresponding article in the Appendix Table B.1.  These files include:





All candidate ID(s) for each line




The information on candidate wavelengths, ions, and multiplets, etc. More descriptions are here
DOI: 10.15468/dl.r52xvv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium opulifolium",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024391-250811113504898/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc110813980
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110813770
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110813553
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110814103
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814098
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814160
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814031
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110813504
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.5281/zenodo.15449913
title: Data and code in Glacially enhanced silicate weathering revealed by Holocene lake records

description: No description provided.
DOI: 10.5281/zenodo.15449912
title: Data and code in Glacially enhanced silicate weathering revealed by Holocene lake records

description: No description provided.
DOI: 10.25326/fvdk-1c07
title: water+dust + None - Cloud study - 2009-10-21

description: Publication of the dataset
DOI: 10.5281/zenodo.15273656
title: Data and code from: Ice cover and partner removal increase movements of invasive mesopredator in the coastal island mosaic

description: No description provided.
DOI: 10.5281/zenodo.15273657
title: Data and code from: Ice cover and partner removal increase movements of invasive mesopredator in the coastal island mosaic

description: No description provided.
DOI: 10.15468/dl.7cknzs
title: Occurrence Download

description: A dataset containing 2640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrocopos medius (Linnaeus, 1758), Coronella austriaca Kristan, 1957, Tetrao tetrix Linnaeus, 1758)",
 "Year is not null",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 47.53364139636112",
 "DecimalLatitude is less than or equal to 55.05737499791894",
 "DecimalLongitude is greater than or equal to 5.865999",
 "DecimalLongitude is less than or equal to 15.037743",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2640 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012707-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4y84u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Durio graveolens Becc.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012708-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.15427.05921
title: TEM Images Microscopy for different concentration and diameter distribution by Imagej and Origin pro 2015
DOI: 10.15468/dl.4mmyb6
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tipula moiwana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002177-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/ww7eeq
title: Replication Data for: Principal component copulas for capital modelling and systemic risk

description: a public github repository with the Matlab-code and the data file in order to generate the main results of our paper "Principal component copulas for capital modelling and systemic risk".
DOI: 10.5281/zenodo.14523901
title: Characteristic of VOC and their OFP, SOAFP
DOI: 10.5281/zenodo.18300253
title: Characteristic of VOC and their OFP, SOAFP
DOI: 10.15468/dl.kc69hp
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Georgia",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Ursus"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002178-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rc4p8
title: Occurrence Download

description: A dataset containing 9549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15.5_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 9549 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002179-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruve9j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.049 -1.781821, 115.978703 -1.787386, 115.910136 -1.803946, 115.844985 -1.831092, 115.784854 -1.868157, 115.731223 -1.914228, 115.685412 -1.968173, 115.648549 -2.028662, 115.621543 -2.094208, 115.605058 -2.163197, 115.599503 -2.233931, 115.605016 -2.304668, 115.621462 -2.373667, 115.648438 -2.439228, 115.685281 -2.499736, 115.731086 -2.553701, 115.784723 -2.599793, 115.844874 -2.636877, 115.910055 -2.664038, 115.978661 -2.680608, 116.049 -2.686176, 116.119339 -2.680608, 116.187945 -2.664038, 116.253126 -2.636877, 116.313277 -2.599793, 116.366914 -2.553701, 116.412719 -2.499736, 116.449562 -2.439228, 116.476538 -2.373667, 116.492984 -2.304668, 116.498497 -2.233931, 116.492942 -2.163197, 116.476457 -2.094208, 116.449451 -2.028662, 116.412588 -1.968173, 116.366777 -1.914228, 116.313146 -1.868157, 116.253015 -1.831092, 116.187864 -1.803946, 116.119297 -1.787386, 116.049 -1.781821))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002180-260119153935675/datasets/export for details.
DOI: 10.5281/zenodo.18309496
title: Simulation Data for: Deep Reinforcement Learning-based Adaptive Trajectory Integral Sliding Mode Tracking Control for AUV

description: This repository contains the simulation data (.mat files) supporting the results presented in the paper 'Deep Reinforcement Learning-based Adaptive Trajectory Integral Sliding Mode Tracking Control for AUV'.
DOI: 10.5281/zenodo.18309497
title: Simulation Data for: Deep Reinforcement Learning-based Adaptive Trajectory Integral Sliding Mode Tracking Control for AUV

description: This repository contains the simulation data (.mat files) supporting the results presented in the paper 'Deep Reinforcement Learning-based Adaptive Trajectory Integral Sliding Mode Tracking Control for AUV'.
DOI: 10.15468/dl.qw7a7d
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambrosia bidentata",
 "Year 2000-2026"
 ]
}

 The dataset includes 59 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002182-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55p9tt
title: Occurrence Download

description: A dataset containing 1700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene acaulis, Silene acaulis)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1700 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002181-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22797s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tipula nipponensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002183-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18310211
title: QR scans
DOI: 10.5281/zenodo.18310212
title: QR scans
DOI: 10.5281/zenodo.18310296
title: Sesuvium portulacastrum (L.) L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18310295
title: Sesuvium portulacastrum (L.) L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18304723
title: AR Virtual Try-On as a Driver of Purchase Intention of Makeup Brands in E-Commerce through Perceived Value and Brand Preference
DOI: 10.15468/dl.gkgjn5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.491 -1.777821, 112.420703 -1.783386, 112.352136 -1.799946, 112.286985 -1.827092, 112.226855 -1.864157, 112.173224 -1.910228, 112.127413 -1.964173, 112.09055 -2.024662, 112.063544 -2.090208, 112.047059 -2.159197, 112.041504 -2.229931, 112.047017 -2.300668, 112.063463 -2.369667, 112.090439 -2.435228, 112.127282 -2.495736, 112.173087 -2.549701, 112.226724 -2.595793, 112.286874 -2.632877, 112.352055 -2.660038, 112.420661 -2.676608, 112.491 -2.682176, 112.561339 -2.676608, 112.629945 -2.660038, 112.695126 -2.632877, 112.755276 -2.595793, 112.808913 -2.549701, 112.854718 -2.495736, 112.891561 -2.435228, 112.918537 -2.369667, 112.934983 -2.300668, 112.940496 -2.229931, 112.934941 -2.159197, 112.918456 -2.090208, 112.89145 -2.024662, 112.854587 -1.964173, 112.808776 -1.910228, 112.755145 -1.864157, 112.695015 -1.827092, 112.629864 -1.799946, 112.561297 -1.783386, 112.491 -1.777821))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002184-260119153935675/datasets/export for details.
DOI: 10.15468/dl.k2mn85
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene baccifera, Silene baccifera, Cucubalus baccifer)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002185-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/pgvx-er39
title: A Standard Metadata Template For Representing Water Samples

description: This dataset provides a standardised template for representing metadata associated with water samples (including groundwater and surface water) within the CSIRO Mineral Resources Discovery program. The template captures core sample properties such as name, identifier, type, and location, along with related contextual metadata including project details, sampling point information, and key water measurements (e.g. pH and Eh).
The template is implemented within CMR Specify (CMR Discovery Sample Collection Management System) to support the systematic cataloguing of legacy and newly acquired mineral exploration samples. Adoption of this standard reduces redundant metadata entry, improves data integrity, and enhances the curation and discovery of physical samples across the program.
DOI: 10.15468/dl.jxekyu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tipula flavocostalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002186-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18310172
title: Sesbania virgata (Cav.) Poir. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.5281/zenodo.18310173
title: Sesbania virgata (Cav.) Poir. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:54
DOI: 10.34740/kaggle/dsv/14549381
title: Silver Prices 10 Years Historical & 2026 Forecast
DOI: 10.15468/dl.btp36u
title: Occurrence Download

description: A dataset containing 1396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15.2_1",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 1396 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002187-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.