cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5v4j8s
title: Occurrence Download

description: A dataset containing 1473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aiptasiidae, Actiniidae, Electridae, Mytilidae, Sabellidae)",
 "Geometry POLYGON ((33.925781 30.297018, 30.849609 30.221102, 36.738281 17.978733, 42.539063 11.867351, 46.054688 9.362353000000001, 53.613281 12.297068, 64.6875 21.616579, 66.269531 25.403585, 65.302734 29.993002, 50.976563 32.398516, 33.925781 30.297018))"
 ]
}

 The dataset includes 1473 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008153-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/tqr-gh8-vem
title: Xestia (Pachnobia) subgrisea (Staudinger, 1898)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.upvqh7
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alcimandra cathcartii"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008152-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/z5w-nd1-4m8
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.18240319
title: Allophylus 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 16:41
DOI: 10.5281/zenodo.18240320
title: Allophylus 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 16:41
DOI: 10.15468/dl.wcthc7
title: Occurrence Download

description: A dataset containing 686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thymus mongolicus"
 ]
}

 The dataset includes 686 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008154-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hbv-m64-dwk
title: Deltote (Protodeltote) pygarga (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.rf72ga
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.19.41_1","matchCase":false},{"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 68 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008155-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3lz-29m-wgj
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qbx-qnr-9g4
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.18240445
title: Alopecurus bonariensis Parodi & Thell. 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 16:41
DOI: 10.5281/zenodo.18240446
title: Alopecurus bonariensis Parodi & Thell. 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 16:41
DOI: 10.13140/rg.2.2.36436.67209
title: Predictive Modeling of Healthcare Workers' Priorities of WHO 2030 Key Activities for Snakebite Prevention and Control in Ghana
DOI: 10.15468/dl.xtvwpb
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Botrychium lunaria (L.) Sw.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 71 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030612-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15354906
title: Figure data for publication on magnetoreflection in Co3Sn2S2

description: This dataset contains the data plotted in the publication on magnetoreflection in Co3Sn2S2: https://doi.org/10.48550/arXiv.2408.03575

The first two characters of the filenames point to the figure panel the data appears in.

The .txt files contain the experimental data column wise. The first column alwas is the energy or wavenumber axis, while following columns are the field dependent data as also indictated by the header line. The data is either the raw magnetoreflectance or optical conductivity in field.

The .dat files contain the theory data for the energy resolved optical conductivity Sigma_xx and quantum weight K_xx. Units are specified by the header line.
DOI: 10.5281/zenodo.15354907
title: Figure data for publication on magnetoreflection in Co3Sn2S2

description: This dataset contains the data plotted in the publication on magnetoreflection in Co3Sn2S2: https://doi.org/10.48550/arXiv.2408.03575

The first two characters of the filenames point to the figure panel the data appears in.

The .txt files contain the experimental data column wise. The first column alwas is the energy or wavenumber axis, while following columns are the field dependent data as also indictated by the header line. The data is either the raw magnetoreflectance or optical conductivity in field.

The .dat files contain the theory data for the energy resolved optical conductivity Sigma_xx and quantum weight K_xx. Units are specified by the header line.
DOI: 10.15468/dl.xpgkzw
title: Occurrence Download

description: A dataset containing 41575 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ARC-PPRI: National Survey of Arachnida (1905-2009)"
 ]
}

 The dataset includes 41575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030611-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tgrrb
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus sibirica Du Tour",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030614-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/pzvm8y
title: Supplementary material: PMT-04 project details

description: Mechanical project of the PMT-04: photon-count setup with spectral discrimination in 3 simultaneous windows
DOI: 10.15468/dl.su7r69
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypodium vulgare L.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 68 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030613-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxyyvc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies sibirica Ledeb.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030616-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzennm
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juniperus communis var. saxatilis Pall.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 214 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030617-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15411356
title: Xenium ILC / IDC pathologist annotation breast cancer

description: Annotation of spatial transcriptomic breast cancer samples.

Originally created for https://genomebiology.biomedcentral.com/articles/10.1186/s13059-024-03241-7

Hosted here for convenient use in the Spacehack project https://github.com/SpatialHackathon/SpaceHack2023

Data was accessed from the SubcellularSpatialData R package. Subset to unique cell ids and region annotation. Rows with missing values were removed.

Xenium data: https://www.10xgenomics.com/datasets/xenium-ffpe-human-breast-with-custom-add-on-panel-1-standard

 

All credit to the original authors:

Dharmesh D. Bhuva,Chin Wee Tan,Agus Salim,Claire Marceaux,Marie A. Pickering,Jinjin Chen,Malvika Kharbanda,Xinyi Jin,Ning Liu,Kristen Feher,Givanna Putri,Wayne D. Tilley,Theresa E. Hickey,Marie-Liesse Asselin-Labat,Belinda Phipson &Melissa J. Davis
DOI: 10.5281/zenodo.15411357
title: Xenium ILC / IDC pathologist annotation breast cancer

description: Annotation of spatial transcriptomic breast cancer samples.

Originally created for https://genomebiology.biomedcentral.com/articles/10.1186/s13059-024-03241-7

Hosted here for convenient use in the Spacehack project https://github.com/SpatialHackathon/SpaceHack2023

Data was accessed from the SubcellularSpatialData R package. Subset to unique cell ids and region annotation. Rows with missing values were removed.

Xenium data: https://www.10xgenomics.com/datasets/xenium-ffpe-human-breast-with-custom-add-on-panel-1-standard

 

All credit to the original authors:

Dharmesh D. Bhuva,Chin Wee Tan,Agus Salim,Claire Marceaux,Marie A. Pickering,Jinjin Chen,Malvika Kharbanda,Xinyi Jin,Ning Liu,Kristen Feher,Givanna Putri,Wayne D. Tilley,Theresa E. Hickey,Marie-Liesse Asselin-Labat,Belinda Phipson &Melissa J. Davis
DOI: 10.15468/dl.wruvx7
title: Occurrence Download

description: A dataset containing 32725 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is KZNM-PINDIP-DIPTATEACH"
 ]
}

 The dataset includes 32725 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030619-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3743qa
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ameivula confusioniba (Arias, De Carvalho, Rodrigues & Zaher, 2011)"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030620-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86pexz
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juniperus pseudosabina Fisch. & C.A.Mey.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 237 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030618-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9e5yr
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.18_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ameiva Meyer, 1795"
 ]
}

 The dataset's 2 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030609-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15397604
title: Bench4KE Dataset

description: Dataset used for Bench4KE in CQ validation along with its DCAT-AP specification.
DOI: 10.15468/dl.r5t4gu
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juniperus semiglobosa Regel",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 88 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030621-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z82kr2
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juniperus sabina L.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 372 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030624-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc7s8b
title: Occurrence Download

description: A dataset containing 15724 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)"
 ]
 }
 },
 "TaxonKey is Diapensia L."
 ]
}

 The dataset includes 15724 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030622-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bn9mb
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Seabird observations by Neil Cheshire on the Coral Geographer from Zanzibar to Fremantle, Indian Ocean (2023)"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030625-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/avxejw
title: Supplementary material - project details for PMT-04: spectral, photo-counting setup for biological applications

description: Details of PMT-04 - photon-count setup with spectral discrimination in 3 simultaneous windows: - Mechanical project; - Optical filters sets available for tests.
DOI: 10.5281/zenodo.15409052
title: Pilot Study of Screening Method for Pancreatic Cancer Using Lipidomic Profiling of Human Plasma and Serum
DOI: 10.5281/zenodo.15409053
title: Pilot Study of Screening Method for Pancreatic Cancer Using Lipidomic Profiling of Human Plasma and Serum
DOI: 10.15468/dl.7ahm2z
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephedra intermedia Schrenk & C.A.Mey.",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 440 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030627-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13945311
title: Vertical distribution of heterotrophic nanoflagellates in the Baltic Proper

description: This dataset contains data on the abundance of prokaryotes, heterotrophic nanoflagellates (HNF), specific lineages of HNF and environmental factors in the Baltic Sea collected during four cruises of r/v Baltica (National Fisheries Research Institute) in 2021. The Excel file includes six sheets:



The "Parameters-Data" sheet lists all parameters for data presented in the "Data" sheet. Column A (Name) contains the variables names, column B (Unit) contains units in which they were measured, column C (Method/Device) contains information on the methodology, and column D (Comments) contains additional information

The "Data" sheet contains data in a wide format for all variables listed in the "Parameters-Data" sheet measured at sampling depths. The first row contains variable names (listed in Column A of the Parameters-Data sheet) with units in square brackets

The "Parameter-Size" sheet lists parameters for data presented in the "Size" sheet in the same format as described for the "Parameters-Data" sheet. Starting from row 5 in columns A and B, the number of measured HNF cells for each sample is given 

The "Size" sheet contains size measurements of HNF in the samples in a long format. The number of cells measured in each sample is provided in the "Parameter-Size" sheet

The "Parameters-CTD depth profiles" sheet lists parameters for data presented in the "CTD depth profiles" sheet in the same format as described for the "Parameters-Data" sheet.

The "CTD depth profiles" sheet contains full-depth profiles of variables measured with a CTD probe with 1 m resolution.
DOI: 10.5281/zenodo.13945312
title: Vertical distribution of heterotrophic nanoflagellates in the Baltic Proper

description: This dataset contains data on the abundance of prokaryotes, heterotrophic nanoflagellates (HNF), specific lineages of HNF and environmental factors in the Baltic Sea collected during four cruises of r/v Baltica (National Fisheries Research Institute) in 2021. The Excel file includes six sheets:



The "Parameters-Data" sheet lists all parameters for data presented in the "Data" sheet. Column A (Name) contains the variables names, column B (Unit) contains units in which they were measured, column C (Method/Device) contains information on the methodology, and column D (Comments) contains additional information

The "Data" sheet contains data in a wide format for all variables listed in the "Parameters-Data" sheet measured at sampling depths. The first row contains variable names (listed in Column A of the Parameters-Data sheet) with units in square brackets

The "Parameter-Size" sheet lists parameters for data presented in the "Size" sheet in the same format as described for the "Parameters-Data" sheet. Starting from row 5 in columns A and B, the number of measured HNF cells for each sample is given 

The "Size" sheet contains size measurements of HNF in the samples in a long format. The number of cells measured in each sample is provided in the "Parameter-Size" sheet

The "Parameters-CTD depth profiles" sheet lists parameters for data presented in the "CTD depth profiles" sheet in the same format as described for the "Parameters-Data" sheet.

The "CTD depth profiles" sheet contains full-depth profiles of variables measured with a CTD probe with 1 m resolution.
DOI: 10.15468/dl.x3v4tf
title: Occurrence Download

description: A dataset containing 2322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lontra longicaudis (Olfers, 1818)"
 ]
}

 The dataset includes 2322 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030626-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7ex22
title: Occurrence Download

description: A dataset containing 29137 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ARC-PPRI: National Collection of Nematodes and South African Plant-Parasitic Nematode Survey(1901-2014)"
 ]
}

 The dataset includes 29137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030628-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhv7ky
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephedra equisetina Bunge",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 263 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030630-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrfs6b
title: Occurrence Download

description: A dataset containing 9622 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Seabird Observations, Storm Bay, Tasmania, Australia, 1991-1994"
 ]
}

 The dataset includes 9622 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030629-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.