cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6xwh3w
title: Occurrence Download

description: A dataset containing 5311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anartia amathea (Linnaeus, 1758)"
 ]
}

 The dataset includes 5311 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168982-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8f6qb
title: Occurrence Download

description: A dataset listing the 28 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sicista Gray, 1827"
 ]
}

 The dataset's 28 records were derived from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031510-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc0pze
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euderma maculatum (J.A.Allen, 1891)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 94 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010217-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242369
title: Emma F. Bradley Barron photograph album(s)?, ca.1900-1950

description: [description english/roman)] Emma F. Bradley Barron photograph album(s)?, ca.1900-1950. Includes 117 photographs of various people and places. All are unidentified.
DOI: 10.15468/dl.9rge5p
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nasturtiopsis coronopifolia (Desf.) Boiss."
 ]
}

 The dataset includes 433 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148196-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3u62y5
title: Occurrence Download

description: A dataset containing 1724 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Succowia balearica (L.) Medik."
 ]
}

 The dataset includes 1724 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dlxi6b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Platalina genovensium Thomas, 1928"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005369-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssz62k
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.30_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Toona ciliata M.Roem."
 ]
}

 The dataset includes 95 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032294-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avn2px
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calyptranthes discolor Urb."
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026107-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxn3py
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otocarpus virgatus Durieu"
 ]
}

 The dataset includes 78 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148200-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-18852
title: Minute book no. 14, PMU, AoG GB, HRMC, May 1946 - Mar. 1948

description: [description english/roman)] Assemblies of God [AoG] OMC, Home Reference Missionary Council [HRMC] minute book No. 14 including OMC annual statement, 57 pages of index followed by 203 pages of minutes. All matters relating to AOG OMC council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.15468/dl.ajc2ah
title: Occurrence Download

description: A dataset containing 10895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Cuspidaria DC."
 ]
}

 The dataset includes 10895 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065767-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phvhps
title: Occurrence Download

description: A dataset containing 139810 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 },
 "TaxonKey is Cottus gobio Linnaeus, 1758"
 ]
}

 The dataset includes 139810 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082056-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48539/hbm279.cxvw.525
title: Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) table for Blood Vasculature, v1.4

description: [Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) tables](https://humanatlas.io/asctb-tables) aim to<br>capture anatomical human body parts, the typology of cells, and biomarkers used to identify cell types. The tables are<br>authored and reviewed by an international team of experts. A description of this blood vasculature ASCT+B table can be<br>found in the pre-print of "Anatomical structures, cell types, and biomarkers of the healthy human blood vasculature"<br>by [(Boppana et al. 2022)](http://biorxiv.org/content/early/2022/03/01/2022.02.28.482302.abstract). The database and<br>code used to generate the more simplified view of the blood vasculature in these ASCT+B tables may be found<br>[here](https://github.com/hubmapconsortium/hra-vccf).
DOI: 10.34847/nkl.fcf3yga1
title: ORRSO Outil de recherche de ressources en science ouverte

description: ORRSO est un moteur de recherche qui, via un formulaire, permet d'accéder à un catalogue de ressources pédagogiques en science ouverte adaptées aux besoin d'information/formation des chercheurs du Dispositif de Recherches Interdisciplinaires sur les Interactions Hommes-Milieux (LabEx DRIIHM) du CNRS Écologie & Environnement.
ORRSO a été imaginé afin de guider les chercheurs du DRIIHM dans la profusion des supports de formation et d’information déjà proposés par les universités et organismes de recherches sur les divers principes de la science ouverte (cadre juridique, PGD, PID, DataPaper, …). Développé depuis 2022, la version beta de l’outil repose sur un premier recueil non exhaustif de 300 ressources pédagogiques, collectées auprès de certains producteurs de ressources de l’enseignement supérieur et de la recherche.
DOI: 10.48539/hbm952.lhqs.538
title: OMAP-7 Organ Mapping Antibody Panel (OMAP) for Multiplexed Antibody-Based Imaging of Human Lung with Cell DIVE, v1.4

description: OMAP-7 was designed for Cell DIVE imaging of human formalin fixed paraffin embedded (FFPE) lung tissue. Cell DIVE<br>enables highly multiplexed single cell analysis using antibody-based imaging (Gerdes et al. 2013). The tissue slides<br>were prepared with a two-step antigen retrieval process (pH 6 and pH 9) as described (McDonough et al. 2020). Antigens<br>were detected using either primary antibodies with fluorophore-labeled secondaries or fluorescent dye conjugated<br>antibodies. The protocol can be found here (Pryhuber et al. 2022). The panel contains 30 antibodies, 4 of which are<br>used for cell segmentation (Na/K ATPase, Cytokeratin, Cadherin, and S6) and the nuclear marker DAPI for image<br>alignment and nuclear segmentation. This OMAP provides a spatial context for key cell types in the ASCT+B lung table<br>v1.1 (Pryhuber and Sun 2021). Additionally, the inclusion of protein biomarkers such as AGTR1, Cathepsin L, TMPRSS2,<br>ICAM-1, and CD55 allow characterization of proteins relevant to SARS-CoV-2 infection and profiling of the<br>renin-angiotensin system (RAS) that may play a role in COVID-19 disease. The core and essential protein biomarkers<br>detailed here overlap (~25%) with the panel developed for multiplexed imaging of lung samples established using<br>conventional automated IHC staining for FFPE material. This OMAP does not contain antibodies for typing subsets of<br>fibroblasts, macrophages, or endothelial cells. A representative dataset using this OMAP can be found here: (Surrette<br>et al. 2023). This revised v1.4 OMAP corrects CD3D to CD3E.<br><br>**Bibliography:**<br><br>* Gerdes, Michael J., Christopher J. Sevinsky, Anup Sood, Sudeshna Adak, Musodiq O. Bello, Alexander Bordwell, Ali Can, et al. 2013. “Highly Multiplexed Single-Cell Analysis of Formalin-Fixed, Paraffin-Embedded Cancer Tissue.” *Proceedings of the National Academy of Sciences* 110 (29): 11982–87. https://doi.org/10.1073/pnas.1300136110.<br>* McDonough, Liz, Chrystal Chadwick, Fiona Ginty, Christine Surrette, and Anup Sood. 2020. “Cell DIVE™ Platform | Slide Clearing and Antigen Retrieval.” December. https://doi.org/10.17504/protocols.io.bpwumpew.<br>* Pryhuber, Gloria, Gail Deutsch, Christine Surrette, Lisa Lowery, Heidie Huyck, and Cory Poole. 2022. “HuBMAP | GE/URMC/SCH Cell DIVE™ Modality Overview.” February. https://doi.org/10.17504/protocols.io.b4kgqutw.<br>* Pryhuber, Gloria, and Xin Sun. 2021. “Lung (v1.1) Graph Data, v1.1.” https://lod.humanatlas.io/asct-b/lung/v1.1/.<br>* Surrette, Christine, Lisa Lowery, Gail Deutsch, Gloria S. Pryhuber, and Fiona Ginty. 2023. “Multiplexed Immunofluorescence Staining Dataset - OMAP 7 - Lung, Cell DIVE.” Zenodo. https://zenodo.org/records/7731162.
DOI: 10.5281/zenodo.17100483
title: RF and LR models related pickles
DOI: 10.48539/hbm927.xkjr.426
title: 3D Reference Organ for Brain, Male, v1.0

description: [This reference organ](https://humanatlas.io/3d-reference-library) was created using data from the "[Allen Human<br>Reference Atlas – 3D, 2020](https://doi.org/10.1002/cne.24080)" representing one half of the human brain (Ding et al.,<br>2016). The 141 anatomical structures were mirrored to arrive at a whole human brain (as intended) and resized to fit<br>the Visible Human Male and Female bodies.
DOI: 10.6084/m9.figshare.30104617
title: ecommerce_dataset.tsv

description: "This dataset was obtained from an external GitHub source and used for developing a recommendation model as part of a master's thesis research."
DOI: 10.6084/m9.figshare.30104617.v1
title: ecommerce_dataset.tsv

description: "This dataset was obtained from an external GitHub source and used for developing a recommendation model as part of a master's thesis research."
DOI: 10.48539/hbm467.nhkr.974
title: 3D Reference Organ for Lung, Female, v1.0

description: [This reference organ](https://humanatlas.io/3d-reference-library) was created using data from the Visible Human<br>Female provided by the National Library of Medicine.
DOI: 10.48539/hbm867.nwwp.997
title: Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) table for Brain, v1.6

description: Brain v1.6 is a minor update of the table correcting PCL labels for precursor oligodendricytes and updates citation<br>formats. [Brain v1.5](https://cdn.humanatlas.io/hra-releases/v2.0/asct-b/asct-b-allen-brain.csv) is a minor update of<br>the table that provides parent cell type mappings to Cell Ontology for the specific cell types that were added to<br>[Brain v1.4](https://cdn.humanatlas.io/hra-releases/v1.4/asct-b/asct-b-allen-brain.csv), but do not yet have Cell<br>Ontology (CL) or Provisional Cell Ontology (PCL) IDs. More of the brain anatomy was also mapped to the Uberon<br>multispecies anatomy ontology based on exact matching synonym terms.
DOI: 10.15468/dl.thwcbc
title: Occurrence Download

description: A dataset containing 1665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((66.93925 -46.72632,164.40854 -46.72632,164.40854 -7.78863,66.93925 -7.78863,66.93925 -46.72632))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cichorium intybus"
 ]
}

 The dataset includes 1665 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053555-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48539/hbm668.qpsf.678
title: Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) table for Thymus, v1.4

description: [Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) tables](https://humanatlas.io/asctb-tables) aim to<br>capture the nested *part_of* structure of anatomical human body parts, the typology of cells, and biomarkers used to<br>identify cell types. The tables are authored and reviewed by an international team of experts.
DOI: 10.48539/hbm248.cbjv.556
title: Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) table for Kidney, v1.2

description: [Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) tables](https://humanatlas.io/asctb-tables) aim to<br>capture the nested *part_of* structure of anatomical human body parts, the typology of cells, and biomarkers used to<br>identify cell types. The tables are authored and reviewed by an international team of experts. The kidney ASCT+B<br>tables are generated from a variety of publicly available human kidney datasets and from data generated by HuBMAP and<br>KPMP consortia. Most of the markers listed are observed in more than one study or orthogonally validated. Note that<br>these are predicted markers and a single marker to annotate a cell type is not likely sufficient or specific.<br>Therefore, these are just a guide, more accurate annotation should be done using the entire set of enriched genes in a<br>cluster. The cell types shown here are at much higher granularity, although general markers for many of the<br>structures are also shown. There is a tradeoff in uncertainty of cell type annotation with higher granularity and as<br>spatial validation approaches become more robust we will be accordingly revising these.
DOI: 10.15468/dl.zn5h93
title: Occurrence Download

description: A dataset listing the 20 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.77758 46.81692,-0.79986 46.77901,-0.69227 46.73493,-0.65696 46.78019,-0.68753 46.80223,-0.70649 46.81977,-0.761 46.8328,-0.77758 46.81692))",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Arachnida",
 "Year 2015-2025"
 ]
}

 The dataset's 20 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053519-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrzzfp
title: Occurrence Download

description: A dataset containing 3563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen, Specimen, Fossil, Material citation, Material sample, Machine Observation)"
 ]
 }
 },
 "TaxonKey is Vicia faba",
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 3563 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053556-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48539/hbm583.drhv.265
title: 3D Reference Organ for Spleen, Male, v1.0

description: [This reference organ](https://humanatlas.io/3d-reference-library) was created using data from the Visible Human Male,<br>provided by the National Library of Medicine.
DOI: 10.34740/kaggle/dsv/13030037
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.7mzku5
title: Occurrence Download

description: A dataset listing the 489 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.09459 4.63981,-74.09287 4.63645,-74.09084 4.63479,-74.08901 4.6342,-74.08491 4.6327,-74.08139 4.63146,-74.07978 4.63257,-74.07975 4.6354,-74.07979 4.6372,-74.07958 4.63986,-74.07964 4.6412,-74.07999 4.64161,-74.08288 4.64403,-74.08628 4.64656,-74.0868 4.64588,-74.08823 4.64392,-74.09031 4.64233,-74.09201 4.64137,-74.09459 4.63981))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset's 489 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053518-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25403/upresearchdata.30068557
title: A scoping review explored the best available evidence to address clinical inertia in hypertension management, focusing on low- and middle-income countries (LMICs)

description: This dataset contains the supporting materials that underpin the scoping review dissertation titled "Best evidence to address clinical inertia in hypertension management in primary healthcare in low- and middle-income countries." The dataset includes:Full database search strategies.PRISMA flow diagram of study selection.List of included studies (with bibliographic details).Data extraction table summarising study characteristics and findings.<br>
DOI: 10.25403/upresearchdata.30068557.v1
title: A scoping review explored the best available evidence to address clinical inertia in hypertension management, focusing on low- and middle-income countries (LMICs)

description: This dataset contains the supporting materials that underpin the scoping review dissertation titled "Best evidence to address clinical inertia in hypertension management in primary healthcare in low- and middle-income countries." The dataset includes:Full database search strategies.PRISMA flow diagram of study selection.List of included studies (with bibliographic details).Data extraction table summarising study characteristics and findings.<br>
DOI: 10.48539/hbm873.nnvd.559
title: Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) table for Heart, v1.0

description: [Anatomical Structures, Cell Types, plus Biomarkers (ASCT+B) tables](https://humanatlas.io/asctb-tables) aim to<br>capture the nested *part_of* structure of anatomical human body parts, the typology of cells, and biomarkers used to<br>identify cell types. The tables are authored and reviewed by an international team of experts.
DOI: 10.15468/dl.paoeg8
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochliomyia hominivorax (Coquerel, 1858)"
 ]
}

 The dataset includes 105 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031982-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wufscz
title: Occurrence Download

description: A dataset containing 6 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 Boophis roseipalmatus Glaw, Köhler, De la Riva, Vieites & Vences, 2010"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025072-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxqwxp
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus cuspidata Siebold & Zucc."
 ]
}

 The dataset includes 1040 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006427-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t58cb
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulychnia breviflora Phil."
 ]
}

 The dataset includes 174 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031982-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzdg2d
title: Occurrence Download

description: A dataset containing 2114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.10232 34.17386,-118.091 34.17386,-118.091 34.18683,-118.10232 34.18683,-118.10232 34.17386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Squamata, Mammalia, Amphibia, Testudines, Arthropoda, Mollusca)"
 ]
}

 The dataset includes 2114 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025084-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7jttb
title: Occurrence Download

description: A dataset containing 4302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fistularia commersonii Rüppell, 1838"
 ]
}

 The dataset includes 4302 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262122-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp7dry
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulychnia saint-pieana F.Ritter"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031983-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.