cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kxqy3t
title: Occurrence Download

description: A dataset containing 12356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Metcalfa pruinosa (Say, 1830)"
 ]
}

 The dataset includes 12356 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032245-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.omy2nq
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "TaxonKey is Tillandsia stricta Sol."
 ]
}

 The dataset includes 845 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005568-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqt547
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is ×Cynochloris macivorii Clifford & Everist"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156525-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phrdjg
title: Occurrence Download

description: A dataset containing 2198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagus albus L."
 ]
}

 The dataset includes 2198 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005569-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sazsnv
title: Occurrence Download

description: A dataset containing 99787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Struthio camelus Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 99787 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026034-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sofpjm
title: Occurrence Download

description: A dataset containing 54138 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora Mycologica Iberica Project database"
 ]
}

 The dataset includes 54138 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005569-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhu3tj
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (Observation.org, Nature data from around the World, naturgucker, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Museu de Ciències Naturals de Barcelona: MCNB-Art)",
 "TaxonKey is Harmonia axyridis (Pallas, 1773)",
 "Year 2013-2023"
 ]
}

 The dataset's 3 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005848-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.glbvuz
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydropotes inermis Swinhoe, 1870",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-18.54 46.80,-18.54 57.49,9.01 57.49,9.01 46.80,-18.54 46.80))",
 "Year 1960-2020"
 ]
}

 The dataset includes 435 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005569-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2a6zj
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rotala rosea (Poir.) C.D.K.Cook"
 ]
}

 The dataset includes 281 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004594-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrlmex
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trinomys iheringi (Thomas, 1911)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 123 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005569-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyppqa
title: Occurrence Download

description: A dataset containing 1210 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Some finds of birds, mammals, amphibians and reptiles in autumn and winter 2021 - 2022 in Kharkiv region, Ukraine"
 ]
}

 The dataset includes 1210 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004609-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.irbgzi
title: Occurrence Download

description: A dataset containing 6274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formica rufa Linnaeus, 1761"
 ]
}

 The dataset includes 6274 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005569-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tg37r
title: Occurrence Download

description: A dataset containing 1764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psilocybe cubensis (Earle) Singer",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1764 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068427-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/k34y-z007
title: Roper River LiDAR data

description: These are LiDAR (Light detection and ranging) data and associated metadata including classification
DOI: 10.15468/dl.j9cj9e
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ecclinusa ulei (K.Krause) Gilly ex Cronquist"
 ]
}

 The dataset includes 68 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011386-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvddzp
title: Occurrence Download

description: A dataset containing 8820 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Primate collection of Center for the Evolutionary Origins of Human Behavior, Kyoto University"
 ]
}

 The dataset includes 8820 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011385-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26060/n1r0-cx69
title: Nitrate Leaching
DOI: 10.15468/dl.m4axt5
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ecclinusa ulei (K.Krause) Gilly ex Cronquist"
 ]
}

 The dataset includes 68 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011387-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1xyjjle
title: Biological soil crust metagenomic data from Horse Heaven Hills, Washington, measured in 2020

description: This dataset contains Sanger ITS sequences from biocrust lichen taxa collected at Horse Heaven Hills in Washington, USA. It also includes metagenomic biocrust lichen data from 20 plots at Horse Heaven Hills in Washington, USA. These data were collected by Bruce McCune and Heather Root in 2019-2020 and sequenced for ITS using bulk sequencing in the PacBio system at Brigham Young University by Steve Leavitt.
DOI: 10.15468/dl.6m2gwv
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chromatopelma cyaneopubescens (Strand, 1907)"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011391-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyjjbv
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplolepis gracilipes (Smith, 1857)",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 93 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011389-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9b7qf
title: Occurrence Download

description: A dataset containing 14152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-128.85096 26.02139,-65.51968 26.02139,-65.51968 52.9858,-128.85096 52.9858,-128.85096 26.02139))",
 "TaxonKey is Dipsacus fullonum L."
 ]
}

 The dataset includes 14152 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011390-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rrtz9
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon alamosae Berry & Legler, 1980"
 ]
}

 The dataset includes 134 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011392-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjn2vs
title: Occurrence Download

description: A dataset containing 69097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Glaucidium brasilianum (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 69097 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011388-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14111080
title: Characterization of tumour heterogeneity through segmentation-free representation learning on multiplexed imaging data

description: This is the data repository for Characterization of tumour heterogeneity through segmentation-free representation learning on multiplexed imaging data.

Catalog:



Intermediate data used in plotting: CANVAS_source_data.zip



Single cell monocyte data: monocyte.h5ad

qPCR table: qPCR_1013.csv

NanoString GeoMx cell composition: fig6b.csv



Pretrained CANVAS model: checkpoint-1999.pth


The source IMC data is avaiable at: https://zenodo.org/records/7760826
DOI: 10.5281/zenodo.14111081
title: Characterization of tumour heterogeneity through segmentation-free representation learning on multiplexed imaging data

description: This is the data repository for Characterization of tumour heterogeneity through segmentation-free representation learning on multiplexed imaging data.

Catalog:



Intermediate data used in plotting: CANVAS_source_data.zip



Single cell monocyte data: monocyte.h5ad

qPCR table: qPCR_1013.csv

NanoString GeoMx cell composition: fig6b.csv



Pretrained CANVAS model: checkpoint-1999.pth


The source IMC data is avaiable at: https://zenodo.org/records/7760826
DOI: 10.15468/dl.mp3zvw
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.81173 10.68629,-70.18827 10.68629,-70.18827 33.31371,-126.81173 33.31371,-126.81173 10.68629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphoides fallax Ornduff"
 ]
}

 The dataset includes 498 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011395-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jztceq
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Glaucidium brasilianum intermedium A.R.Phillips, 1966"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011396-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftzs7w
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplolepis gracilipes (Smith, 1857)",
 "Country is Christmas Island",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011397-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftjtwp
title: Occurrence Download

description: A dataset listing the 467 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.73031 42.23952,-86.36693 42.23952,-86.36693 43.19451,-87.73031 43.19451,-87.73031 42.23952))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 467 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011380-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv9bt7
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Agrilus planipennis Fairmaire, 1888"
 ]
}

 The dataset includes 815 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011398-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz2kmn
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.5589 41.1867,-8.5499 41.1808,-8.5421 41.1876,-8.5510 41.1935,-8.5589 41.1867))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 143 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011399-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj5p6w
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Gerris gracilicornis (Horváth, 1879)"
 ]
}

 The dataset includes 301 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011400-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxr5jk
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplolepis gracilipes (Smith, 1857)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 459 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011401-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ftf89
title: Occurrence Download

description: A dataset containing 11554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Strix virgata (Cassin, 1849)"
 ]
}

 The dataset includes 11554 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011402-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nd6sa8
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Strix virgata squamulata (Bonaparte, 1850)"
 ]
}

 The dataset includes 156 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011405-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23664/ahri.infectingminds.vaccinehesitancy.2022
title: Infecting Minds? The past, present and future of vaccine hesitancy in South Africa
DOI: 10.21249/dzhw:wegequaliteachers:1.0.0
title: Wege von Geflüchteten an deutsche Hochschulen. Interviews mit Mitarbeiter*innen in der Studienvorbereitung (Qualitative Teilstudie 2)
title: Refugees on their Way into German Higher Education. Interviews with employees in the preparation of studies (Qualitative sub study 2)

description: Das Projekt ‚Wege von Geflüchteten an deutsche Hochschulen‘, kurz: WeGe, wurde von April 2017 bis März 2021 vom Bundesministerium für Bildung und Forschung (BMBF) im Rahmen der Förderlinie ‚Studienerfolg und Studienabbruch I‘ gefördert. Das Projekt untersuchte, welche Herausforderungen sich für geflüchtete Studieninteressierte in der Studienvorbereitung ergeben und welche Faktoren beeinflussen, ob die Studienvorbereitung gelingt und ein Übergang ins Hochschulstudium vollzogen wird. Die Daten der drei Teilstudien (2x qualitativ, 1x quantitativ) wurden in getrennten Datenpaketen veröffentlicht.
Das vorliegende Datenpaket beinhaltet 13 wissenschaftliche Transkripte von Expert*inneninterviews mit Mitarbeiter*innen der Studienvorbereitung an ausgewählten Studienkollegs und Hochschulen in Deutschland. Themen der Interviews waren unter anderem die Erfahrungen mit der Studienvorbereitung für Geflüchtete im Vergleich zur Studienvorbereitung für andere internationale Studienbewerber*innen.
description: The project 'Pathways of Refugees to German Universities', in short: WeGe, was funded by the Federal Ministry of Education and Research (BMBF) from April 2017 to March 2021 as part of the funding line 'Study Success and Study Dropout I'. The project investigated the challenges faced by refugee prospective students in preparing for university and the factors that influence whether preparation for university succeeds and a transition to higher education is completed. Data from the three sub studies (2x qualitative, 1x quantitative) were published in separate data packages.
The present data package contains 13 scientific transcripts of expert interviews with study preparation staff at selected preparatory colleges and universities in Germany. The topics of the interviews included the experiences with study preparation for refugees in comparison to study preparation for other international study applicants.
description: Face-to-face interview
description: Interviews mit Lehrkräften: Expert*inneninterviews
description: Interviews with teachers: Expert Interviews
description: <strong>Interviews mit Lehrkräften:</strong>
 Lehrkräfte und Kurskoordinator*innen an Hochschulen und Studienkollegs, die über längere Berufserfahrung im Bereich der sprachlichen und fachlichen Studienvorbereitung von internationalen Studienbewerber*innen verfügen und mit Kursangebote für geflüchtete Studieninteressierte betraut sind.
description: <strong>Interviews with teachers:</strong>
 Teachers and course coordinators at universities and preparatory colleges who have longer professional experience in the field of language and subject-related study preparation for international study applicants and who are entrusted with course offerings for prospective refugee students.
description: Nicht-Wahrscheinlichkeitsauswahl: Bewusste Auswahl
DOI: 10.15468/dl.jfmubd
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis (Motschulsky, 1854)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 53 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011406-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az9pbj
title: Occurrence Download

description: A dataset containing 21475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Strix nigrolineata (P.L.Sclater, 1859)"
 ]
}

 The dataset includes 21475 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011407-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.