cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8fyrn2
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.634 0.814184, 99.56373000000001 0.808617, 99.49519100000001 0.7920509999999999, 99.43007 0.764896, 99.369972 0.72782, 99.316377 0.681735, 99.27060299999999 0.6277779999999999, 99.233779 0.567277, 99.20681 0.501721, 99.19036 0.432726, 99.184833 0.361989, 99.19036699999999 0.291253, 99.206823 0.222258, 99.233797 0.156705, 99.270625 0.096207, 99.316399 0.042253, 99.36999400000001 -0.003828, 99.430088 -0.040901, 99.495204 -0.068054, 99.563737 -0.084618, 99.634 -0.090185, 99.704263 -0.084618, 99.772796 -0.068054, 99.837912 -0.040901, 99.898006 -0.003828, 99.951601 0.042253, 99.99737500000001 0.096207, 100.034203 0.156705, 100.061177 0.222258, 100.077633 0.291253, 100.083167 0.361989, 100.07764 0.432726, 100.06119 0.501721, 100.034221 0.567277, 99.99739700000001 0.6277779999999999, 99.951623 0.681735, 99.898028 0.72782, 99.83793 0.764896, 99.772809 0.7920509999999999, 99.70426999999999 0.808617, 99.634 0.814184))"},{"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 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040259-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hudymp
title: Occurrence Download

description: A dataset containing 6592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Onchnesoma squamatum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6592 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040260-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/x8yvp4
title: PAN-00145666 - large single looped ring buckle

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00145666&lt;/p&gt;
description: Modified: 2025-11-06T12:02:12+01:00
DOI: 10.15468/dl.y9rxyu
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sicyos angulatus",
 "Year 1981-2010"
 ]
}

 The dataset includes 209 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040262-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6ue4s
title: Occurrence Download

description: A dataset containing 3281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strix aluco",
 "HasCoordinate is true",
 "Country is Netherlands",
 "BasisOfRecord is Human Observation",
 "Year is one of (2021)",
 "Month is one of (February, March, April, May, June)"
 ]
}

 The dataset includes 3281 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040263-251120083545085/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.30062811
title: Assessing single camera markerless motion capture with OpenSim inverse kinematics during upper limb activities of daily living

description: This study evaluates the accuracy of single camera markerless motion capture (SCMoCap) using Microsoft’s Azure Kinect, enhanced with inverse kinematics (IK) via OpenSim, for upper limb movement analysis. Twelve healthy adults performed ten upper-limb tasks, recorded simultaneously by OptiTrack (marker-based) and Azure Kinect (markerless) from frontal and sagittal views. Joint angles were calculated using two methods: (1) direct kinematics based on body coordinate frames and (2) inverse kinematics using OpenSim’s IK tool with anatomical keypoints. Accuracy was evaluated using root mean square error (RMSE) and Bland-Altman analysis. Results indicated that the IK method slightly improved joint angle agreement with OptiTrack for simpler movements, with an average RMSE of 8° for shoulder elevation in the sagittal plane compared to 9° with the coordinate frame method. However, both methods had higher RMSEs for rotational measurements, with IK and coordinate frame methods at 21° for shoulder rotation in the sagittal plane. Forearm pronation-supination measurements were unreliable due to tracking limitations. These findings suggest that Kinect with IK improves accuracy for simpler movements but struggles with rotational joint mechanics. Future research should focus on enhancing markerless tracking algorithms to fully realise the benefits of IK.
DOI: 10.6084/m9.figshare.30062811.v1
title: Assessing single camera markerless motion capture with OpenSim inverse kinematics during upper limb activities of daily living

description: This study evaluates the accuracy of single camera markerless motion capture (SCMoCap) using Microsoft’s Azure Kinect, enhanced with inverse kinematics (IK) via OpenSim, for upper limb movement analysis. Twelve healthy adults performed ten upper-limb tasks, recorded simultaneously by OptiTrack (marker-based) and Azure Kinect (markerless) from frontal and sagittal views. Joint angles were calculated using two methods: (1) direct kinematics based on body coordinate frames and (2) inverse kinematics using OpenSim’s IK tool with anatomical keypoints. Accuracy was evaluated using root mean square error (RMSE) and Bland-Altman analysis. Results indicated that the IK method slightly improved joint angle agreement with OptiTrack for simpler movements, with an average RMSE of 8° for shoulder elevation in the sagittal plane compared to 9° with the coordinate frame method. However, both methods had higher RMSEs for rotational measurements, with IK and coordinate frame methods at 21° for shoulder rotation in the sagittal plane. Forearm pronation-supination measurements were unreliable due to tracking limitations. These findings suggest that Kinect with IK improves accuracy for simpler movements but struggles with rotational joint mechanics. Future research should focus on enhancing markerless tracking algorithms to fully realise the benefits of IK.
DOI: 10.6084/m9.figshare.30490066
title: Mechanical instability of the lumbar spine following intervertebral disc injury: a comparison of two injury methods

description: Intervertebral disc (IVD) degeneration is a potential contributor to low-back pain. While experimental IVD injury models have demonstrated IVD structural changes, the early mechanical consequences remain unclear. This study aims to assess and compare the effects of two IVD injury models on lumbar spine instability and assess back musculature adaptations to IVD injury. Thirty-one adult male Wistar rats were assigned to three groups: IVD knife stab lesion (knife), IVD needle puncture (needle), and sham surgery control (control). In the knife and needle groups, L4/L5 IVDs were injured at 14 weeks of age. One to two weeks post-intervention, lumbar multifidus (MF) and medial longissimus (ML) muscles were excised, L4-L5 spinal segments were harvested for mechanical testing, and IVDs were collected for histology. The needle group exhibited lower peak stiffness, peak moment and hysteresis than controls in flexion, with no difference in lateral bending. IVD height and area did not differ between groups, but the needle group had a smaller nucleus relative to the annulus area compared to controls. Morphological changes were observed in both injury groups. The needle group showed a higher normalized ML mass, while the normalized MF mass was unchanged. In conclusion, lumbar spine instability was successfully established via IVD needle injury in the rat.
DOI: 10.6084/m9.figshare.30490066.v1
title: Mechanical instability of the lumbar spine following intervertebral disc injury: a comparison of two injury methods

description: Intervertebral disc (IVD) degeneration is a potential contributor to low-back pain. While experimental IVD injury models have demonstrated IVD structural changes, the early mechanical consequences remain unclear. This study aims to assess and compare the effects of two IVD injury models on lumbar spine instability and assess back musculature adaptations to IVD injury. Thirty-one adult male Wistar rats were assigned to three groups: IVD knife stab lesion (knife), IVD needle puncture (needle), and sham surgery control (control). In the knife and needle groups, L4/L5 IVDs were injured at 14 weeks of age. One to two weeks post-intervention, lumbar multifidus (MF) and medial longissimus (ML) muscles were excised, L4-L5 spinal segments were harvested for mechanical testing, and IVDs were collected for histology. The needle group exhibited lower peak stiffness, peak moment and hysteresis than controls in flexion, with no difference in lateral bending. IVD height and area did not differ between groups, but the needle group had a smaller nucleus relative to the annulus area compared to controls. Morphological changes were observed in both injury groups. The needle group showed a higher normalized ML mass, while the normalized MF mass was unchanged. In conclusion, lumbar spine instability was successfully established via IVD needle injury in the rat.
DOI: 10.5281/zenodo.17775991
title: Dataset from CONTRAST Prioritisation Tool

description: Extended dataset from the article 'CONTRAST prioritisation tool: filtering and ranking contaminants of emerging concern in the marine environment using hazard‑based approaches' published in Environmental Sciences Europe (2025) 37:203 https://doi.org/10.1186/s12302-025-01257-9. In this article, the methodology and scoring were detailed.
DOI: 10.5281/zenodo.17775992
title: Dataset from CONTRAST Prioritisation Tool

description: Extended dataset from the article 'CONTRAST prioritisation tool: filtering and ranking contaminants of emerging concern in the marine environment using hazard‑based approaches' published in Environmental Sciences Europe (2025) 37:203 https://doi.org/10.1186/s12302-025-01257-9. In this article, the methodology and scoring were detailed.
DOI: 10.15468/dl.3nw3k6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phascolion caupo",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040264-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/y29npl
title: PAN-00110334 - coin/coin-related, bezetting (1940-1945), 5 cent

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00110334&lt;/p&gt;
description: Modified: 2025-10-24T08:36:42+02:00
DOI: 10.15468/dl.c86ynd
title: Occurrence Download

description: A dataset containing 3360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caldesia"
 ]
}

 The dataset includes 3360 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040265-251120083545085/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.30833102
title: Sb2Se3 PLEPS Positron Lifetime Spectra (Keeble et al 2025)

description: PLEPS PALS spectra. These can be opened using PALSfit and contain the instrument resolution function in the header.
DOI: 10.6084/m9.figshare.30833102.v1
title: Sb2Se3 PLEPS Positron Lifetime Spectra (Keeble et al 2025)

description: PLEPS PALS spectra. These can be opened using PALSfit and contain the instrument resolution function in the header.
DOI: 10.5281/zenodo.17864349
title: Microscopic description of cluster radioactivity fission valleys along isotopic and isotonic chains. Datafiles.

description: Related to the work „Microscopic description of cluster radioactivity fission valleys along isotopic and isotonic chains.” By M. Warda, A. Zdeb and R. Rodríguez-Guzmán

There are 165 data files containing the collection of data of the studied isotopes.



The files ENERGY_XXXYY contain data of the potential energy surfaces calculated in the Gogny HFB approach.

The files PATH_1_XXXYY contain data for the super-asymmetric fission path before neck rupture, calculated in the Gogny HFB approach.

The files PATH_2_XXXYY contain data of the super-asymmetric fission path for the solution with two separated fragments calculated in the Gogny HFB approach.


XXXYY in the file names stands for isotope mass and symbol of the element:



·      216U, 218U, 220U, 222U, 224U, 226U, 228U, 230U, 232U, 234U, 236U, 238U, 240U, 242U, 244U, 246U, 248U, 250U, 252U, 220Hg, 222Pb, 224Po, 226Rn, 228Ra, 230Th, 234Pu, 236Cm, 238Cf, 240Fm, 242No (30 isotopes in actinides region)

·      268Cn, 270Cn, 272Cn, 274Cn, 276Cn, 278Cn, 280Cn, 282Cn, 284Cn, 286Cn, 288Cn, 290Cn, 292Cn, 294Cn, 274No, 276Rf, 278Sg, 280Hs, 282Ds, 286Fl, 288Lv, 290Og, 292120, 294124, 296124 (25 isotopes in super-heavy region)


The repository contains the file datafile.zip that includes 157 files: 55 ENERGY_XXXYY files, 55 PATH_1_XXXYY files, and 47 PATH_2_XXXYY files

Each file contains two header lines and four columns:



·      Q_20 [b]

·      Q_30 [b^3/2]

·      Q_40 [b^2]

·      E [MeV]


The research of M. Warda and A. Zdeb was funded by the National Science Centre, Poland, by the Grant No. 2023/49/B/ST2/01294.
DOI: 10.5281/zenodo.17864348
title: Microscopic description of cluster radioactivity fission valleys along isotopic and isotonic chains. Datafiles.

description: Related to the work „Microscopic description of cluster radioactivity fission valleys along isotopic and isotonic chains.” By M. Warda, A. Zdeb and R. Rodríguez-Guzmán

There are 165 data files containing the collection of data of the studied isotopes.



The files ENERGY_XXXYY contain data of the potential energy surfaces calculated in the Gogny HFB approach.

The files PATH_1_XXXYY contain data for the super-asymmetric fission path before neck rupture, calculated in the Gogny HFB approach.

The files PATH_2_XXXYY contain data of the super-asymmetric fission path for the solution with two separated fragments calculated in the Gogny HFB approach.


XXXYY in the file names stands for isotope mass and symbol of the element:



·      216U, 218U, 220U, 222U, 224U, 226U, 228U, 230U, 232U, 234U, 236U, 238U, 240U, 242U, 244U, 246U, 248U, 250U, 252U, 220Hg, 222Pb, 224Po, 226Rn, 228Ra, 230Th, 234Pu, 236Cm, 238Cf, 240Fm, 242No (30 isotopes in actinides region)

·      268Cn, 270Cn, 272Cn, 274Cn, 276Cn, 278Cn, 280Cn, 282Cn, 284Cn, 286Cn, 288Cn, 290Cn, 292Cn, 294Cn, 274No, 276Rf, 278Sg, 280Hs, 282Ds, 286Fl, 288Lv, 290Og, 292120, 294124, 296124 (25 isotopes in super-heavy region)


The repository contains the file datafile.zip that includes 157 files: 55 ENERGY_XXXYY files, 55 PATH_1_XXXYY files, and 47 PATH_2_XXXYY files

Each file contains two header lines and four columns:



·      Q_20 [b]

·      Q_30 [b^3/2]

·      Q_40 [b^2]

·      E [MeV]


The research of M. Warda and A. Zdeb was funded by the National Science Centre, Poland, by the Grant No. 2023/49/B/ST2/01294.
DOI: 10.15468/4hzwk7
title: FASFC - Exotic vector and pathogen surveillance programme in Belgium - ticks

description: FAVV - Exotic vector and pathogen surveillance programme in Belgium - ticks is a sampling event dataset published by the Institute of Tropical Medicine Antwerp. It is part of the early detection of vector and pathogens along high-risk introduction routes surveillance projects in Belgium, in which data are collected at defined locations using a standardized protocol. The data was collected in the Exotic vector and pathogen surveillance programme in Belgium, sponsored by the FAVV (Federal Agency for the Safety of the Food Chain, FASFS).Here, it is published as a standardized Darwin Core Archive and includes for each sampling event an eventID, date, location and sampling protocol (in the event core), and for each occurrence an occurrenceID, the number of recorded individuals, status (present/absent), identification and scientific name (in the occurrence extension). Issues with the dataset can be reported at https://github.com/BelgianBiodiversityPlatform/data-publication-ITG/issuesWe have released this dataset to the public domain under a Creative Commons Attribution 4.0 International (CC BY 4.0) license. We would appreciate it if you follow the INBO norms for data use (https://www.inbo.be/en/norms-data-use) when using the data. If you have any questions regarding this dataset, don't hesitate to contact us via the contact information provided in the metadata.
DOI: 10.15468/dl.kzrjzz
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phascolion tuberculosum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 608 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040268-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrag8a
title: Occurrence Download

description: A dataset containing 21719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitis riparia"
 ]
}

 The dataset includes 21719 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040269-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nd5jrs
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (CAST(occurrence.taxonkey AS INTEGER) = 2426661 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2426661 OR CAST(occurrence.kingdomkey AS INTEGER) = 2426661 OR CAST(occurrence.phylumkey AS INTEGER) = 2426661 OR CAST(occurrence.classkey AS INTEGER) = 2426661 OR CAST(occurrence.orderkey AS INTEGER) = 2426661 OR CAST(occurrence.familykey AS INTEGER) = 2426661 OR CAST(occurrence.genuskey AS INTEGER) = 2426661 OR CAST(occurrence.specieskey AS INTEGER) = 2426661)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.specieskey IS NOT NULL
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey

 The dataset's 1 records were derived from 1600 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040236-251120083545085/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.3761562.v2992
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.15468/dl.xgajwm
title: Occurrence Download

description: A dataset containing 19299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agapostemon splendens (Lepeletier, 1841)"
 ]
}

 The dataset includes 19299 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009115-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12628303
title: clusterCleaver toy dataset

description: A processed anndata of MDA-MB-231 cells and a list of surface marker genes.
DOI: 10.5281/zenodo.12628304
title: clusterCleaver toy dataset

description: A processed anndata of MDA-MB-231 cells and a list of surface marker genes.
DOI: 10.15468/dl.ve86ju
title: Occurrence Download

description: A dataset listing the 439 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos biogeográfica del Fondo de Investigación Pesquera y de Acuicultura (1999-2019), Subsecretaría de Pesca y Acuicultura"
 ]
}

 The dataset's 439 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009103-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu9pfb
title: Occurrence Download

description: A dataset containing 2779 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhizoprionodon terraenovae (Richardson, 1836)"
 ]
}

 The dataset includes 2779 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009116-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dujznh
title: Occurrence Download

description: A dataset containing 5986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Aegiphila integrifolia (Jacq.) B.D.Jacks., Aegiphila minasensis Moldenke, Aegiphila conturbata Moldenke, Aegiphila dentata Moldenke, Aegiphila intermedia Moldenke, Aegiphila medullosa Moldenke, Aegiphila parviflora Moldenke, Aegiphila salticola Moldenke, Aegiphila sellowiana Cham., Aegiphila villosa (Aubl.) J.F.Gmel., Aegiphila amazonica Moldenke, Aegiphila arborea Spruce ex Moldenke, Aegiphila arborescens Vahl, Aegiphila arborescens var. breviflora Schauer, Aegiphila guianensis Moldenke, Aegiphila integrifolia var. guianensis (Moldenke) López-Pal., Aegiphila integrifolia var. lopez-palacii Moldenke, Aegiphila orbignyana Mart. ex Moldenke, Callicarpa discolor Willd. ex Steud., Callicarpa globiflora Ruiz & Pav., Callicarpa integrifolia F.B.Forbes & Hemsl., Manabea arborescens Aubl., Manabea villosa Aubl.)"
 ]
}

 The dataset includes 5986 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009117-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.