cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14115095
title: PaRCE Lunar Dataset

description: This dataset was obtained from a high-fidelity lunar environment developed in the Gazebo simulator. The dataset contains 8,661 RGB images (sized 240x320) taken from different regions within the lunar environment. All images are labeled as corresponding to one of eight regions:



Smooth terrain on light side (855 images)

Smooth terrain on dark side (3,110 images)

Bumpy terrain on light side (969 images)

Bumpy terrain on dark side (1,140 images) 

Inside crater on light side (799 images)

Inside crater on dark side (952 images)

At the edge of a crater (627 images)

At the edge of a hill (209 images)


This labeled dataset has been randomly partitioned into a training set of 6,235 images, a validation set of 1,559 images, and a test set of 867 images.

This dataset also contains a set of out-of-distribution (OOD) data points. The in-distribution data contains images from an uninhabited moon, in which images contain the lunar surface, the sky, and shadows. OOD data contains images from a habited moon, in which images additionally contain astronauts and human-made structures (ladders and habitats). There are 2,045 RGB images (sized 240x320) in the OOD set.
DOI: 10.15468/dl.wxvwvk
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización de la información de las especies y subespecies de magueyes de Oaxaca, con énfasis en las especies mezcaleras"
 ]
}

 The dataset includes 428 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002188-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmpyjt
title: Occurrence Download

description: A dataset containing 3365612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is GBR.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 3365612 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002173-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgy6wm
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oiketicus kirbyi Guilding, 1827"
 ]
}

 The dataset includes 513 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002192-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87zyag
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliotropium linariifolium Phil."
 ]
}

 The dataset includes 50 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002193-250123221155621/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.28281059
title: sc-rna-seq-end-to-end-metadata

description: demo data set metadata
DOI: 10.6084/m9.figshare.28281059.v1
title: sc-rna-seq-end-to-end-metadata

description: demo data set metadata
DOI: 10.5281/zenodo.14116581
title: PaRCE Speed Dataset

description: This dataset was obtained from the German Traffic Sign Detection Benchmark (GTSDB). The dataset contains 12,570 RGB images (sized 200x200) of common speed limit signs in Germany. All images are labeled as corresponding to one of seven speed limits:



30 km/hr (2,220 images)

50 km/hr (2,250 images)

60 km/hr (1,410 images)

70 km/hr (1,980 images)

80 km/hr (1,860 images)

100 km/hr (1,440 images)

120 km/hr (1,410 images)


This labeled dataset has been randomly partitioned into a training set of 9,050 images, a validation set of 2,263 images, and a test set of 1,257 images.

This dataset also contains a set of out-of-distribution (OOD) data points. The in-distribution data contains images only of speed limit signs commonly oberserved in Germany (30 km/hr and higher). OOD data contains images of an uncommon speed limit sign (20 km/hr). There are 210 RGB images (sized 200x200) in the OOD set.
DOI: 10.5281/zenodo.14116582
title: PaRCE Speed Dataset
DOI: 10.5281/zenodo.14116705
title: PaRCE Speed Dataset

description: This dataset was obtained from the German Traffic Sign Detection Benchmark (GTSDB). The dataset contains 12,570 RGB images (sized 200x200) of common speed limit signs in Germany. All images are labeled as corresponding to one of seven speed limits:



30 km/hr (2,220 images)

50 km/hr (2,250 images)

60 km/hr (1,410 images)

70 km/hr (1,980 images)

80 km/hr (1,860 images)

100 km/hr (1,440 images)

120 km/hr (1,410 images)


This labeled dataset has been randomly partitioned into a training set of 9,050 images, a validation set of 2,263 images, and a test set of 1,257 images.

This dataset also contains a set of out-of-distribution (OOD) data points. The in-distribution data contains images only of speed limit signs commonly oberserved in Germany (30 km/hr and higher). OOD data contains images of an uncommon speed limit sign (20 km/hr). There are 210 RGB images (sized 200x200) in the OOD set.
DOI: 10.15468/dl.q967qn
title: Occurrence Download

description: A dataset containing 201075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Salamandra Garsault, 1764"
 ]
}

 The dataset includes 201075 records from 1936 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002166-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/efv0-j030
title: JWST NIRISS/SOSS transit of WASP-39b
DOI: 10.15468/dl.ekws22
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orchestia mediterranea A.Costa, 1853)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 57 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038395-240626123714530/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.26376841
title: Supplementary Data for Paulo and Nguyen et al. 2023 (Genetics of the black pupae phenotype in Tephritidae)

description: The file <b>alud_genome_annotation_v2024.07.26.tar.gz</b> includes all <i>de novo</i> genome assembly and annotations for <i>Anastrepha ludens</i> described in Paulo and Nguyen et al. 2023. Please note that although the genome sequences are the same, these analyses were conducted before the release of the reference genome on NCBI. Therefore, scaffolds and contigs have different names and possibly different orientations. The authors are making these data available for reproducibility purposes. We recommend any future analysis should be conducted with the updated reference genome sequences for <i>A. ludens</i> RefSeq assembly GCF_028408465.1 (idAnaLude1.1) and its annotations generated by the NCBI Eukaryotic Genome Annotation Pipeline.Supplementary Data includes:<b>alud_HiC_Scaffold_20220524_subset.masked.fa</b>: Masked genome.fasta (chromosome scaffolds).<b>alud_augustus.filtered.fa</b>: BRAKER2 peptides.fasta (filtered for longest isoforms).<b>alud_augustus.filtered_vs_uniprot_dmel.</b><b>blastp</b>: BLASTp annotations.<b>alud_augustus.filtered.interproScan.tsv</b>: InterProScan annotations.<b>alud_augustus.filtered.emapper_diptera.txt</b>: eggNOG-mapper annotations.Decompress files:<b>tar -</b><b>xzvf</b><b> alud_genome_annotation_v2024.07.26.tar.gz</b><b>gunzip ./*.gz</b>
DOI: 10.15468/dl.7gc327
title: Occurrence Download

description: A dataset containing 1121671 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Benin"
 ]
}

 The dataset includes 1121671 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038390-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpybph
title: Occurrence Download

description: A dataset containing 10160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adansonia digitata L."
 ]
}

 The dataset includes 10160 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038399-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c51j97k7n
title: MassIVE MSV000095458 - Antithrombotic coating with sheltered positive charges prevents contact activation by controlling Factor XII-biointerface binding
title: Single FXII protein solutions were incubated with different material surfaces. Subsequently, the FXII protein solutions were collected and dimethyl-labeled. After labeling, these proteins underwent chymotrypsin digestion. Following purification, the labeling efficiency of different peptides was analyzed using proteomics.
DOI: 10.6084/m9.figshare.26384242
title: Data file for "Predicting Urban Trees' Functional Trait Responses to Heat Using Reflectance Spectroscopy"

description: This is the data file, uploaded as supplementary material for the manuscript published in Remote Sensing journal entitled "Predicting Urban Trees' Functional Trait Responses to Heat Using Reflectance Spectroscopy".
DOI: 10.6084/m9.figshare.26384242.v1
title: Data file for "Predicting Urban Trees' Functional Trait Responses to Heat Using Reflectance Spectroscopy"

description: This is the data file, uploaded as supplementary material for the manuscript published in Remote Sensing journal entitled "Predicting Urban Trees' Functional Trait Responses to Heat Using Reflectance Spectroscopy".
DOI: 10.15468/dl.h5czra
title: Occurrence Download

description: A dataset containing 249068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "SpeciesKey is Sturnella neglecta Audubon, 1844",
 "HasCoordinate is TRUE",
 "Year is 2023"
 ]
}

 The dataset includes 249068 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038388-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12805443
title: Immersion enthalpies of nanomaterials (metals, metal oxides, organic chemistry structures) in water and octanol through molecular dynamics simulations with GROMACS and LAMMPS software

description: Molecular dynamics simulations (free energy calculations) of water interface properties of spherical and Wulff structures nanoparticles (metals, metal oxides and carbon structures) with GROMACS and LAMMPS software.
DOI: 10.5281/zenodo.12805444
title: Immersion enthalpies of nanomaterials (metals, metal oxides, organic chemistry structures) in water and octanol through molecular dynamics simulations with GROMACS and LAMMPS software

description: Molecular dynamics simulations (free energy calculations) of water interface properties of spherical and Wulff structures nanoparticles (metals, metal oxides and carbon structures) with GROMACS and LAMMPS software.
DOI: 10.15468/dl.h938bp
title: Occurrence Download

description: A dataset containing 249068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "SpeciesKey is Sturnella neglecta Audubon, 1844",
 "HasCoordinate is TRUE",
 "Year is 2023"
 ]
}

 The dataset includes 249068 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038397-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ex8z8
title: Occurrence Download

description: A dataset containing 744784 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Senegal"
 ]
}

 The dataset includes 744784 records from 797 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038398-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cs0wf
title: Occurrence Download

description: A dataset containing 12086 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis bechsteinii (Kuhl, 1817)"
 ]
}

 The dataset includes 12086 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000038-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lsvzug
title: Occurrence Download

description: A dataset listing the 6516 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 6516 records were derived from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000032-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3rtjc
title: Occurrence Download

description: A dataset containing 1589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Clangula hyemalis (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241283-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5zfpm
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mosla chinensis Maxim."
 ]
}

 The dataset includes 518 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073206-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtyjv8
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenodon pleuronervius (DC.) D.B.O.S.Cardoso & H.C.Lima"
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155133-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6efj9
title: Occurrence Download

description: A dataset containing 995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plectrophenax nivalis (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 995 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244161-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ifo4pe
title: Occurrence Download

description: A dataset containing 1540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1950-2019",
 "TaxonKey is Meconopsis Vig."
 ]
}

 The dataset includes 1540 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000044-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5masp
title: Occurrence Download

description: A dataset containing 40 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 Eleutherodactylus poolei Cochran, 1938"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021037-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pg2ad
title: Occurrence Download

description: A dataset containing 6865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyommatus semiargus (Rottemburg, 1775)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6865 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073208-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc7bwh
title: Occurrence Download

description: A dataset containing 7970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyanocitta cristata (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 7970 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244139-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tefhwp
title: Occurrence Download

description: A dataset containing 39209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carollia perspicillata (Linnaeus, 1758)"
 ]
}

 The dataset includes 39209 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000049-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my9uz2
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.7959 -18.76465,-69.65332 -18.50098,-68.33496 -16.3916,-68.24707 -10.7666,-72.37793 -6.72363,-69.30176 -4.1748,-69.47754 -1.97754,-75.89355 0.65918,-76.4209 -1.27441,-79.2334 -3.82324,-80.99121 -3.03223,-82.22168 -5.58105,-76.86035 -14.98535,-70.7959 -18.76465))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Panicum fasciculatum Lam.",
 "TaxonKey is Panicum fasciculatum Trin.",
 "TaxonKey is Panicum fasciculatum Griseb., 1864",
 "TaxonKey is Panicum fasciculatum Sw.",
 "TaxonKey is Panicum fasciculatum Schütz",
 "TaxonKey is Panicum frondescens G.Mey.",
 "TaxonKey is Panicum frondescens Trin.",
 "TaxonKey is Panicum maximum Jacq.",
 "TaxonKey is Panicum maximum Hochst. ex A.Rich.",
 "TaxonKey is Panicum maximum Hochst.",
 "TaxonKey is Panicum maximum Nees, 1841",
 "TaxonKey is Panicum pilosum Sw.",
 "TaxonKey is Panicum pilosum Rupr.",
 "TaxonKey is Panicum pilosum Rupr. ex Galeotti",
 "TaxonKey is Panicum polygonatum Sieber",
 "TaxonKey is Panicum polygonatum Kunth",
 "TaxonKey is Panicum polygonatum Sieber ex Griseb.",
 "TaxonKey is Panicum polygonatum Schrad.",
 "TaxonKey is Panicum trichoides Sw.",
 "TaxonKey is Panicum trichoides Cham. & Schltdl., 1831"
 ]
 }
 ]
}

 The dataset includes 284 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246432-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmq54h
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-129.64509 -39.87006,4.64509 -39.87006,4.64509 13.87006,-129.64509 13.87006,-129.64509 -39.87006))",
 "HasCoordinate is true",
 "TaxonKey is Arachis burkartii Handro",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 242 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000040-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cn5u47
title: Occurrence Download

description: A dataset containing 235326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Primates"
 ]
}

 The dataset includes 235326 records from 582 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073210-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5s7hc
title: Occurrence Download

description: A dataset containing 1004 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is North America",
 "Continent is South America"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nasua nasua (Linnaeus, 1766)"
 ]
}

 The dataset includes 1004 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241277-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqxxgz
title: Occurrence Download

description: A dataset containing 119946 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Sweden",
 "Country is Norway",
 "Country is Finland",
 "Country is Germany",
 "Country is France",
 "Country is Estonia"
 ]
 },
 "TaxonKey is Picus canus J.F.Gmelin, 1788"
 ]
}

 The dataset includes 119946 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000036-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4p5bh
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aurinia leucadea (Guss.) K.Koch",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073199-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.