cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15141395
title: fashion images
DOI: 10.5281/zenodo.15164901
title: fashion images
DOI: 10.15468/dl.izdv4o
title: Occurrence Download

description: A dataset containing 6022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lessingia Cham."
 ]
}

 The dataset includes 6022 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009839-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2nz53
title: Occurrence Download

description: A dataset containing 45235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cupido argiades (Pallas, 1771)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 45235 records from 698 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067811-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sa6zgp
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum lechleri Rchb.f."
 ]
}

 The dataset includes 33 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157151-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6t9ns
title: Occurrence Download

description: A dataset containing 948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.325 53.175,6.375 53.175,6.375 53.225,6.325 53.225,6.325 53.175))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 948 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307443-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfu2hz
title: Occurrence Download

description: A dataset containing 3311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.91058541847282",
 "DecimalLongitude is less than 8.91364497165722",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3311 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008264-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iclebn
title: Occurrence Download

description: A dataset containing 12087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Littorina littorea (Linnaeus, 1758)",
 "Geometry POLYGON((-50.01 33.80,-50.01 72.15,60.21 72.15,60.21 33.80,-50.01 33.80))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12087 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009839-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdhhpx
title: Occurrence Download

description: A dataset containing 10185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1850-1950",
 "HasCoordinate is true",
 "TaxonKey is Cardinalis cardinalis (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10185 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009839-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edcrf9
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Alsodes coppingeri (Günther, 1881)"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020629-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knyyy5
title: Occurrence Download

description: A dataset containing 127682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trogon violaceus J.F.Gmelin, 1788"
 ]
}

 The dataset includes 127682 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400170-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g96zty
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dorystaechas Boiss. & Heldr. ex Benth."
 ]
}

 The dataset includes 29 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007884-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bdjn3
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anginon difforme (L.) B.L.Burtt"
 ]
}

 The dataset includes 476 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008269-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nto98p
title: Occurrence Download

description: A dataset containing 49233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clerodendrum L."
 ]
}

 The dataset includes 49233 records from 430 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007870-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5svha
title: Occurrence Download

description: A dataset containing 15456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex agnus-castus L."
 ]
}

 The dataset includes 15456 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273112-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqc5zc
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "TaxonKey is Dipterocarpus sublamellatus Foxw."
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014908-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j822n68gnw.1
title: LINF_150008700

description: Alpha/Beta hydrolase domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.g6afwg
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Musa acuminata subsp. malaccensis (Ridl.) N.W.Simmonds"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014909-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/23m25kn8jh.1
title: LINF_150008800

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mdyr6jbrv4.1
title: LINF_150013400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.dmzf4x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Panicum maximum",
 "Geometry POLYGON((29.0 -26.5, 31.5 -26.5, 31.5 -24.5, 29.0 -24.5, 29.0 -26.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014911-250402121839773/datasets/export for details.
DOI: 10.15468/dl.gnp4ux
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lichens Flora of Nepal at Natural History Museum, Tribhuvan University, Nepal"
 ]
}

 The dataset includes 132 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010965-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz5wwv
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mamíferos de los bosques montanos del Oriente Antioqueño, Cañón del río Melcocho, en el municipio de El Carmen de Viboral, Antioquia - Proyecto Colombia BIO"
 ]
}

 The dataset includes 81 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010967-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhz3vq
title: Occurrence Download

description: A dataset containing 2804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcoramphus papa",
 "Country is Ecuador",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2018"
 ]
}

 The dataset includes 2804 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010968-250920141307145/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.30195532
title: digital technology innovation and green growth

description: digital technology innovation and green growth
DOI: 10.6084/m9.figshare.30195532.v1
title: digital technology innovation and green growth

description: digital technology innovation and green growth
DOI: 10.15468/dl.bu7tze
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreochromis niloticus"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010969-250920141307145/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.29312087.v2
title: Dataset on the Impact of Warming on Carbon cycles and Greenhouses Gases Fluxes in Permafrost Ecosystems

description: This is a placeholder link currently used to reserve the DOI.
DOI: 10.15468/dl.f4a2un
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paradisaea rubra"
 ]
}

 The dataset's 1 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010936-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15719666
title: Spatial transcriptomics data for S. Bader et al, "Non-apoptotic caspase-8 is critical for orchestrating exaggerated inflammation during severe SARS-CoV-2 infection"

description: This is code for analysis of MERFISH spatial transcriptomic data related to the manuscript: 

S. Bader et al, Non-apoptotic caspase-8 is critical for orchestrating exaggerated inflammation during severe SARS-CoV-2 infection.

The repository contains:

- cellpose_segementation_vpt - code and data relating to cell segmentation using  a custom Cellpose 2.0 model.- r-seurat-analysis - R scripts for downstream analysis of segmented MERSCOPE   data.

Please see the README files contained in each of the above directories.
DOI: 10.5281/zenodo.15719665
title: Spatial transcriptomics data for S. Bader et al, "Non-apoptotic caspase-8 is critical for orchestrating exaggerated inflammation during severe SARS-CoV-2 infection"

description: This is code for analysis of MERFISH spatial transcriptomic data related to the manuscript: 

S. Bader et al, Non-apoptotic caspase-8 is critical for orchestrating exaggerated inflammation during severe SARS-CoV-2 infection.

The repository contains:

- cellpose_segementation_vpt - code and data relating to cell segmentation using  a custom Cellpose 2.0 model.- r-seurat-analysis - R scripts for downstream analysis of segmented MERSCOPE   data.

Please see the README files contained in each of the above directories.
DOI: 10.15468/dl.3eeehp
title: Occurrence Download

description: A dataset containing 373783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is less than 1900"
 ]
}

 The dataset includes 373783 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010846-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186945
title: Particle trajectories in the Weddell and Bellingshausen seas

description: This dataset includes the results of Lagrangian particle tracking experiments with Parsels model in the Weddell Sea. Virtual particles were released every 8 hours during a year at 10 m below the surface with the spatial step of 1° of the longitude-latitude grid on the Weddell Sea shelf, where the ocean is shallower than 1500 m. 3D hydrodynamic fields for the model forcing were taken from the WAOM model simulation results (u,v,w,T,S).

The following information for each particle is stored once every 5 days: longitude (lon in files), latitude (lat), time (time), depth (z), temperature (temp), salinity (sal), ice draft (ice), travelled distance (distance), ocean depth (dep).

All particles’ trajectories are divided by release time between six *.zip archives. Each *.zip archive contains results in NetCDF format for 20 years of simulations and can be considered as an independent data set with 1/6 of the total number of released particles.
DOI: 10.5281/zenodo.17186946
title: Particle trajectories in the Weddell and Bellingshausen seas

description: This dataset includes the results of Lagrangian particle tracking experiments with Parsels model in the Weddell Sea. Virtual particles were released every 8 hours during a year at 10 m below the surface with the spatial step of 1° of the longitude-latitude grid on the Weddell Sea shelf, where the ocean is shallower than 1500 m. 3D hydrodynamic fields for the model forcing were taken from the WAOM model simulation results (u,v,w,T,S).

The following information for each particle is stored once every 5 days: longitude (lon in files), latitude (lat), time (time), depth (z), temperature (temp), salinity (sal), ice draft (ice), travelled distance (distance), ocean depth (dep).

All particles’ trajectories are divided by release time between six *.zip archives. Each *.zip archive contains results in NetCDF format for 20 years of simulations and can be considered as an independent data set with 1/6 of the total number of released particles.
DOI: 10.15468/dl.9kac92
title: Occurrence Download

description: A dataset containing 10002801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (a2fa5b68-3ebf-4845-abc5-f456d251386f, e2e717bf-551a-4917-bdc9-4fa0f342c530, ab733144-7043-4e88-bd4f-fca7bf858880, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, ada9d123-ddb4-467d-8891-806ea8d94230, bc092ff0-02e4-11dc-991f-b8a03c50a862, b3bf3a83-1f68-4541-a03f-330d30d567f5, 898ba450-1627-11df-bd84-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, 485ff490-e3b7-11db-9acc-b8a03c50a862)"
 ]
}

 The dataset includes 10002801 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010858-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17120060
title: Material for the paper "Small but Competitive – Evaluating DeepSeek-R1 Among Diverse Open LLMs for Formative Programming Feedback"

description: Supplementary material for the paper "Small but Competitive – Evaluating DeepSeek-R1 Among Diverse Open LLMs for Formative Programming Feedback".

The *.js files contain the used prompts in JSON format.

The AutoPerformanceEvaluation*.xlsx files relate to section 3.1 of the paper.

The QualitativeEvaluationResults.pdf file relates to section 3.2 of the paper.
DOI: 10.5281/zenodo.17120061
title: Material for the paper "Small but Competitive – Evaluating DeepSeek-R1 Among Diverse Open LLMs for Formative Programming Feedback"

description: Supplementary material for the paper "Small but Competitive – Evaluating DeepSeek-R1 Among Diverse Open LLMs for Formative Programming Feedback".

The *.js files contain the used prompts in JSON format.

The AutoPerformanceEvaluation*.xlsx files relate to section 3.1 of the paper.

The QualitativeEvaluationResults.pdf file relates to section 3.2 of the paper.
DOI: 10.15468/dl.jn5m4e
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amblyrhynchus cristatus",
 "Year 1999-2011"
 ]
}

 The dataset includes 629 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010974-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cduxxq
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Atelopus ignescens",
 "Year 2020-2025"
 ]
}

 The dataset includes 97 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010971-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhenwh
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Andinoacara rivulatus",
 "Year 1988-2025"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010976-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17189745
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-09-24 — cumulative data.
DOI: 10.15468/dl.d54pzf
title: Occurrence Download

description: A dataset containing 482602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((-4.74957 -53.04619,-2.89944 -53.04619,-2.89944 89.41376,-4.74957 89.41376,-4.74957 -53.04619))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanistes caeruleus"
 ]
}

 The dataset includes 482602 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010913-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxmzb2
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stenocercus rhodomelas",
 "Year 1881-2025"
 ]
}

 The dataset includes 91 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010979-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6katq3
title: Occurrence Download

description: A dataset containing 5012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Geometry POLYGON((140.67422 -43.76058,153.31349 -43.76058,153.31349 -27.31012,140.67422 -27.31012,140.67422 -43.76058))",
 "TaxonKey is Dasyurus viverrinus",
 "Year 1970-2025"
 ]
}

 The dataset includes 5012 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010982-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.