cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nf5m7u
title: Occurrence Download

description: A dataset containing 10107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ditrupa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10107 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004844-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/vwamqg
title: Replication Data for: Florida OMMU Weekly Cannabis Dispensation Data, January 2020–February 2026: 319-Week Time Series

description: This dataset provides a complete weekly time series of Florida Office of Medical Marijuana Use (OMMU) statewide dispensation reports, covering January 3, 2020 through February 6, 2026 (319 consecutive weekly releases).

Variables include report date, week start and end dates, total qualified patients with active identification cards, total medical marijuana dispensed (milligrams of THC), total marijuana dispensed in a form for smoking (ounces), and derived per-patient daily consumption estimates.

Data were extracted programmatically from official OMMU PDF publications using PyMuPDF and independently cross-validated for accuracy.

The dataset contains aggregated statewide administrative data only and includes no individual-level or personally identifiable information.
DOI: 10.15468/dl.k6wdf9
title: Occurrence Download

description: A dataset containing 713 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Sardinella lemuru"
 ]
}

 The dataset includes 713 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004846-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.andrfq
title: Occurrence Download

description: A dataset containing 880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cebus capucinus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 880 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004847-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhsz44
title: Occurrence Download

description: A dataset containing 9889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ecsenius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9889 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004848-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25903/jp5r-9z85
title: Data for: Gastric lavage of sharks and rays

description: <p><strong>Background [Extract]:</strong> Stomach content analysis (SCA) is a fundamental technique for studying trophic ecology of marine organisms. Traditionally, lethal stomach dissection has been used to study diets of sharks and rays, but conservation and animal welfare concerns necessitate non-lethal alternatives. Gastric lavage involves flushing the stomachs of live animals without killing them. Although it has been used on various species over the past 40 years, efficiency and post-release survival of individuals have not been comprehensively assessed.</p>
<p><strong>Methods [Extract]: </strong>We summarised gastric lavage studies on elasmobranchs to identify which species/groups it has been effective for, the difficulties encountered, and if post-release survival has been evaluated. Secondly, we use a field study to 1) demonstrate how to perform gastric lavage on juvenile rays 2) assess its effectiveness and 3) verify post-release survival using mark-recapture techniques.</p>
<p><strong>This data record contains:</strong></p>
<ul>
	<li> .txt file containing literature review references</li>
	<li>.xlsx file containing gastric lavage data from the field study (also saved in .ods format)</li>
</ul>
<p><b>A more detailed description of the methodology and results is available in the related publication.</b></p>
DOI: 10.15468/dl.qwzyg8
title: Occurrence Download

description: A dataset containing 73 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Sardinella longiceps"
 ]
}

 The dataset includes 73 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004849-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqvm3a
title: Occurrence Download

description: A dataset containing 1503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acrotrichis grandicollis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1503 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004850-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx8a34
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cecropia mutisiana",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 126 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004853-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uj4nk
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia iltisiana"
 ]
}

 The dataset includes 154 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004851-260221153910048/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.30094345
title: Understanding Interoception Across Emotional Contexts: Development and Validation of the Emotion-Linked Interoceptive Awareness (ELIA) Scale

description: Available datasets from Studies 1 to 4. Each file contains the following data. Study 1 includes raw free-text responses describing bodily sensations accompanying eight emotions. Study 2 contains the raw item-level responses used for the factor analyses. Study 3_1 is the dataset used for the multiple regression analyses, and Study 3_2 is the dataset used to evaluate test–retest reliability. Study 4 includes data from both mind-body practice practitioners and non-practitioners. All datasets are the final versions after excluding inattentive respondents identified by trap items.
DOI: 10.6084/m9.figshare.30094345.v1
title: Understanding Interoception Across Emotional Contexts: Development and Validation of the Emotion-Linked Interoceptive Awareness (ELIA) Scale

description: Available datasets from Studies 1 to 4. Each file contains the following data. Study 1 includes raw free-text responses describing bodily sensations accompanying eight emotions. Study 2 contains the raw item-level responses used for the factor analyses. Study 3_1 is the dataset used for the multiple regression analyses, and Study 3_2 is the dataset used to evaluate test–retest reliability. Study 4 includes data from both mind-body practice practitioners and non-practitioners. All datasets are the final versions after excluding inattentive respondents identified by trap items.
DOI: 10.15468/dl.cvt2y7
title: Occurrence Download

description: A dataset containing 68 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Sardinella marquesensis"
 ]
}

 The dataset includes 68 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004854-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26030/v9rh-5a70
title: Drosophila parasitoids go to space: Unexpected effects of spaceflight on hosts and their parasitoids - Drosophila data

description: In this study, fruit flies and their parasitic wasps were sent to the ISS to examine changes in host immunity and parasite virulence. Key findings from this work are as follows: (a) Spaceflight spiked the expression of inflammation genes in fruit flies; (b) Spaceflight enhanced tumor growth in flies already suffering from chronic inflammation; (c) Spaceflight did not significantly affect parasitic wasp development, emergence, or the expression of virulence genes; (d) Parasite mutants with visible wing color and shape alterations were obtained. This study contains Drosophila melanogaster data. The Leptopilina heterotoma14 data is deposited in OSD-609, https://osdr.nasa.gov/bio/repo/data/studies/OSD-609, and the Leptopilina boulardi17 data is deposited in OSD-610, https://osdr.nasa.gov/bio/repo/data/studies/OSD-610.
DOI: 10.34740/kaggle/dsv/14937237
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.34847/nkl.72fb63p6
title: KLIMONAS-Ch08-A01 - List, location, description and chronological attribution of the Structures (St) from the south-east area of the Klimonas middle terrace
title: KLIMONAS-Ch08-A01 Liste, description et attribution chronologique des Structures (St) de la zone sud-est de la moyenne terrasse de Klimonas

description: Annexe de : Vigne J.-D., Briois F., Guilaine J. (dir.), « Klimonas, un village néolithique pré-céramique ancien à Chypre », Gallia Préhistoire & Paléorient, Supplément international 1,CNRS Éditions, Paris, 2023.
description: Appendix of: Vigne J.-D., Briois F., Guilaine J. (eds.), « Klimonas, an Early Pre-Pottery Neolithic village in Cyprus », Gallia Préhistoire & Paléorient, International Supplement 1, CNRS Éditions, Paris, 2023.
DOI: 10.5281/zenodo.18750881
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Louis Hyacinthe Boivin, http://www.wikidata.org/entity/Q2382236. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q2382236
DOI: 10.5281/zenodo.16749253
title: Predicted Bioactive Peptides from Fermented Foods

description: This repository contains raw files, results, and ML models for predicting bioactivity of peptides from fermented food datasets. This includes both predicted peptides directly from proteomics data of fermented foods and predicted peptides encoded in bacterial genomes assembled from fermented foods substrates. The datasets include:



5 Peptidomics Studies from Fermented Foods

~11,500 bacterial metagenome-assembled genomes (MAGs) from diverse fermented food metagenomic surveys


For bacterial genomes, peptides were predicted using the bac-mining workflow. For the proteomics datasets, raw protein sequences were collected from each accession. For all datasets physiochemical characteristics and bioactivity predictions were made using the peptide-bioactivity-prediction workflow. The fermented-food-peptidomics-mining-results GitHub repository contains metadata, scripts, notebooks, and figures for these parsed results. 

This repository contains the following files: 

Peptidomics results: 



all_ff_proteomics_samples_combined.fasta: Raw FASTA protein sequences collected for all 5 of the proteomics studies that were either accessed from PRIDE database files or supplementary files from the study. These sequences are not dereplicated.

proteomics-peptide-bioactivity-results.tsv: Results file for physicochemical characteristics and bioactivity predictions for all raw sequences from the 5 proteomics studies


Peptides from bacterial genomes results: 



all-MAG-combined-batch-peptides.fasta: Input FASTA file of all 674,113 genome-encoded peptides from the MAG dataset

genome-peptide-bioactivity-results.tsv: Results file for peptides predicted from ~11,500 bacterial metagenome-assembled genomes (MAGs) and genomes collected from diverse fermented foods. 


Machine learning models: 



ANIF2_20260220.zip: Raw model files for an anti-inflammatory bioactivity prediction model built using positive activity sequences from the Peptipedia database.

2026-02-11-antiinflammatory-training-dataset.fasta: Raw, non-redundant sequences obtained from Peptipedia that were non-predicted for anti-inflammatory data and used for building the ANIF2_20260220 model.
DOI: 10.5281/zenodo.18158877
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Louis Hyacinthe Boivin, http://www.wikidata.org/entity/Q2382236. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q2382236
DOI: 10.5281/zenodo.18750850
title: Predicted Bioactive Peptides from Fermented Foods

description: This repository contains raw files, results, and ML models for predicting bioactivity of peptides from fermented food datasets. This includes both predicted peptides directly from proteomics data of fermented foods and predicted peptides encoded in bacterial genomes assembled from fermented foods substrates. The datasets include:



5 Peptidomics Studies from Fermented Foods

~11,500 bacterial metagenome-assembled genomes (MAGs) from diverse fermented food metagenomic surveys


For bacterial genomes, peptides were predicted using the bac-mining workflow. For the proteomics datasets, raw protein sequences were collected from each accession. For all datasets physiochemical characteristics and bioactivity predictions were made using the peptide-bioactivity-prediction workflow. The fermented-food-peptidomics-mining-results GitHub repository contains metadata, scripts, notebooks, and figures for these parsed results. 

This repository contains the following files: 

Peptidomics results: 



all_ff_proteomics_samples_combined.fasta: Raw FASTA protein sequences collected for all 5 of the proteomics studies that were either accessed from PRIDE database files or supplementary files from the study. These sequences are not dereplicated.

proteomics-peptide-bioactivity-results.tsv: Results file for physicochemical characteristics and bioactivity predictions for all raw sequences from the 5 proteomics studies


Peptides from bacterial genomes results: 



all-MAG-combined-batch-peptides.fasta: Input FASTA file of all 674,113 genome-encoded peptides from the MAG dataset

genome-peptide-bioactivity-results.tsv: Results file for peptides predicted from ~11,500 bacterial metagenome-assembled genomes (MAGs) and genomes collected from diverse fermented foods. 


Machine learning models: 



ANIF2_20260220.zip: Raw model files for an anti-inflammatory bioactivity prediction model built using positive activity sequences from the Peptipedia database.

2026-02-11-antiinflammatory-training-dataset.fasta: Raw, non-redundant sequences obtained from Peptipedia that were non-predicted for anti-inflammatory data and used for building the ANIF2_20260220 model.
DOI: 10.5517/cc8z0px
title: CCDC 267179: Experimental Crystal Structure Determination

description: Related Article: Hanhua Zhao, J.Bacsa, A.Prosvirin, N.Lopez, K.R.Dunbar|2005|Polyhedron|24|1907|doi:10.1016/j.poly.2005.06.014
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8xrpl
title: CCDC 265970: Experimental Crystal Structure Determination

description: Related Article: M.Boca, M.Izakovic, G.Kickelbick, M.Valko, F.Renz, H.Fuess, K.Matuzsna|2005|Polyhedron|24|1913|doi:10.1016/j.poly.2005.06.009
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8zmzt
title: CCDC 267777: Experimental Crystal Structure Determination

description: Related Article: S.Gupta, A.Mukherjee, M.Nethaji, A.R.Chakravarty|2005|Polyhedron|24|1922|doi:10.1016/j.poly.2005.05.015
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8zn0w
title: CCDC 267778: Experimental Crystal Structure Determination

description: Related Article: S.Gupta, A.Mukherjee, M.Nethaji, A.R.Chakravarty|2005|Polyhedron|24|1922|doi:10.1016/j.poly.2005.05.015
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.swdvru
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pavo muticus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024436-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc87s7h
title: CCDC 245806: Experimental Crystal Structure Determination

description: Related Article: R.J.E.Lees, A.V.Powell, A.M.Chippindale|2005|Polyhedron|24|1941|doi:10.1016/j.poly.2005.06.017
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc8wgzk
title: CCDC 264739: Experimental Crystal Structure Determination

description: Related Article: H.T.Al-Masri, J.Sieler, E.Hey-Hawkins|2005|Polyhedron|24|1937|doi:10.1016/j.poly.2005.06.002
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc74d5x
title: CCDC 212758: Experimental Crystal Structure Determination

description: Related Article: J.l.Pratihar, N.Maiti, P.Pattanayak, S.Chattopadhyay|2005|Polyhedron|24|1953|doi:10.1016/j.poly.2005.05.022
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc87s8j
title: CCDC 245807: Experimental Crystal Structure Determination

description: Related Article: R.J.E.Lees, A.V.Powell, A.M.Chippindale|2005|Polyhedron|24|1941|doi:10.1016/j.poly.2005.06.017
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc85y2f
title: CCDC 244034: Experimental Crystal Structure Determination

description: Related Article: H.Potgieter, W.Purcell, H.G.Visser, J.Niclos-Gutierrez|2005|Polyhedron|24|1968|doi:10.1016/j.poly.2005.05.014
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc90hkb
title: CCDC 268601: Experimental Crystal Structure Determination

description: Related Article: F.J.Barros-Garcia, A.Bernalte-Garcia, F.L.Cumbrera, A.M.Lozano-Vila, F.Luna-Giles, J.J.Melendez-Martinez, A.L.Ortiz|2005|Polyhedron|24|1975|doi:10.1016/j.poly.2005.06.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc90hlc
title: CCDC 268602: Experimental Crystal Structure Determination

description: Related Article: F.J.Barros-Garcia, A.Bernalte-Garcia, F.L.Cumbrera, A.M.Lozano-Vila, F.Luna-Giles, J.J.Melendez-Martinez, A.L.Ortiz|2005|Polyhedron|24|1975|doi:10.1016/j.poly.2005.06.003
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc90h3w
title: CCDC 268587: Experimental Crystal Structure Determination

description: Related Article: V.T.Getova, R.P.Bontchev, D.R.Mehandjiev, V.Skumryev, P.R.Bontchev|2005|Polyhedron|24|1983|doi:10.1016/j.poly.2005.05.017
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.