cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a8xc8g
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Salix alba"
 ]
}

 The dataset includes 189 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035507-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3dwm9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laticorophium baconi",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035506-250827131500795/datasets/export for details.
DOI: 10.15468/dl.n3hrg6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parailia pellucida, Parailia somalensis, Parailia spiniserrata, Pareutropius buffei, Pareutropius debauwi, Pareutropius longifilis, Pareutropius mandevillei, Schilbe angolensis, Schilbe banguelensis, Schilbe bocagii, Schilbe brevianalis, Schilbe congensis, Schilbe djeremi, Schilbe grenfelli, Schilbe intermedius, Schilbe laticeps, Schilbe mandibularis, Schilbe marmoratus, Schilbe micropogon, Schilbe moebiusii, Schilbe multitaeniatus, Schilbe mystus, Schilbe nyongensis, Schilbe tumbanus, Schilbe uranoscopus, Schilbe yangambianus, Schilbe zairensis, Siluranodon auritus, Macrognathus keithi, Mastacembelus albomaculatus, Mastacembelus ansorgii, Mastacembelus aviceps, Mastacembelus brachyrhinus, Mastacembelus brichardi, Mastacembelus congicus, Mastacembelus crassus, Mastacembelus cryptacanthus, Mastacembelus cunningtoni, Mastacembelus ellipsifer, Mastacembelus flavidus, Mastacembelus flavomarginatus, Mastacembelus niger, Mastacembelus frenatus, Mastacembelus greshoffi, Mastacembelus latens, Mastacembelus liberiensis, Mastacembelus loennbergii, Mastacembelus micropectus, Mastacembelus moorii, Mastacembelus nigromarginatus, Mastacembelus ophidium, Mastacembelus paucispinis, Mastacembelus plagiostomus, Mastacembelus platysoma, Mastacembelus praensis, Mastacembelus robertsi, Mastacembelus sanagali, Mastacembelus seiteri, Mastacembelus sexdecimspinus, Mastacembelus shiloangoensis, Mastacembelus shiranus, Mastacembelus taiaensis, Mastacembelus tanganicae, Mastacembelus traversi, Mastacembelus vanderwaali, Mastacembelus zebratus, Monopterus boueti, Ophisternon afrum, Enneacampus ansorgii, Enneacampus kaupi, Hippichthys cyanospilos, Hippichthys heptagonus, Hippichthys spicifer, Microphis aculeatus, Microphis argulus, Microphis brachyurus, Microphis brachyurus aculeatus, Microphis fluviatilis, Microphis leiaspis, Syngnathus abaster, Auriglobus modestus, Chelonodontops patoca, Tetraodon duboisi, Tetraodon lineatus, Tetraodon mbu, Tetraodon miurus, Tetraodon pustulatus, Tetraodon schoutedeni, Altolamprologus fasciatus, Haplochromis bloyeti, Haplochromis desfontainii, Haplochromis luluae, Haplochromis oligacanthus, Haplochromis polli, Haplochromis tweddlei, Labeo fuelleborni, Labeo rocadasi, Metriaclima pulpican, Protomelas ornatus, Salarias fluviatilis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((46.3328 2.047,46.3452 2.0599,46.1382 2.0599,46.1382 1.9309,46.3328 2.047))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035508-250827131500795/datasets/export for details.
DOI: 10.15468/dl.p2m6e4
title: Occurrence Download

description: A dataset containing 67580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Megapodius reinwardt"
 ]
}

 The dataset includes 67580 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035369-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.va9g6x
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Neobrachyactis roylei"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035509-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkvjzr
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catharanthus roseus",
 "Country is Djibouti",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035510-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcvk43
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catharanthus roseus",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035511-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6xp3p
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((32 -43,127 -43,127 28,32 28,32 -43))",
 "MediaType is Image",
 "TaxonKey is Amphibalanus"
 ]
}

 The dataset includes 48 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035514-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsfb6v
title: Occurrence Download

description: A dataset containing 2361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catharanthus roseus",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2361 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035512-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs5sg7
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hypothenemus hampei"
 ]
}

 The dataset includes 127 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035513-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eb499s
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pao palembangensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035515-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7j4zf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((32 -43,127 -43,127 28,32 28,32 -43))",
 "MediaType is Image",
 "TaxonKey is Megabalanus"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035516-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v7vhy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laticorophium baconi",
 "Country is Tunisia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035518-250827131500795/datasets/export for details.
DOI: 10.15468/dl.yp4kwu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laticorophium baconi",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035517-250827131500795/datasets/export for details.
DOI: 10.15468/dl.224wab
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parailia pellucida, Parailia somalensis, Parailia spiniserrata, Pareutropius buffei, Pareutropius debauwi, Pareutropius longifilis, Pareutropius mandevillei, Schilbe angolensis, Schilbe banguelensis, Schilbe bocagii, Schilbe brevianalis, Schilbe congensis, Schilbe djeremi, Schilbe grenfelli, Schilbe intermedius, Schilbe laticeps, Schilbe mandibularis, Schilbe marmoratus, Schilbe micropogon, Schilbe moebiusii, Schilbe multitaeniatus, Schilbe mystus, Schilbe nyongensis, Schilbe tumbanus, Schilbe uranoscopus, Schilbe yangambianus, Schilbe zairensis, Siluranodon auritus, Macrognathus keithi, Mastacembelus albomaculatus, Mastacembelus ansorgii, Mastacembelus aviceps, Mastacembelus brachyrhinus, Mastacembelus brichardi, Mastacembelus congicus, Mastacembelus crassus, Mastacembelus cryptacanthus, Mastacembelus cunningtoni, Mastacembelus ellipsifer, Mastacembelus flavidus, Mastacembelus flavomarginatus, Mastacembelus niger, Mastacembelus frenatus, Mastacembelus greshoffi, Mastacembelus latens, Mastacembelus liberiensis, Mastacembelus loennbergii, Mastacembelus micropectus, Mastacembelus moorii, Mastacembelus nigromarginatus, Mastacembelus ophidium, Mastacembelus paucispinis, Mastacembelus plagiostomus, Mastacembelus platysoma, Mastacembelus praensis, Mastacembelus robertsi, Mastacembelus sanagali, Mastacembelus seiteri, Mastacembelus sexdecimspinus, Mastacembelus shiloangoensis, Mastacembelus shiranus, Mastacembelus taiaensis, Mastacembelus tanganicae, Mastacembelus traversi, Mastacembelus vanderwaali, Mastacembelus zebratus, Monopterus boueti, Ophisternon afrum, Enneacampus ansorgii, Enneacampus kaupi, Hippichthys cyanospilos, Hippichthys heptagonus, Hippichthys spicifer, Microphis aculeatus, Microphis argulus, Microphis brachyurus, Microphis brachyurus aculeatus, Microphis fluviatilis, Microphis leiaspis, Syngnathus abaster, Auriglobus modestus, Chelonodontops patoca, Tetraodon duboisi, Tetraodon lineatus, Tetraodon mbu, Tetraodon miurus, Tetraodon pustulatus, Tetraodon schoutedeni, Altolamprologus fasciatus, Haplochromis bloyeti, Haplochromis desfontainii, Haplochromis luluae, Haplochromis oligacanthus, Haplochromis polli, Haplochromis tweddlei, Labeo fuelleborni, Labeo rocadasi, Metriaclima pulpican, Protomelas ornatus, Salarias fluviatilis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((52.9229 -4.6891,52.7928 -5.4458,52.3502 -5.9456,52.3597 -6.2641,52.5923 -6.5238,52.2937 -6.7403,52.2917 -6.9401,53.175 -6.9401,53.1471 -6.7216,54.1043 -5.961,54.1687 -5.5199,53.8001 -5.19,53.8668 -4.7363,53.5536 -4.4067,53.1632 -4.4308,52.9229 -4.6891))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035519-250827131500795/datasets/export for details.
DOI: 10.15468/dl.665nmk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Rubia tinctorum"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035520-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddzsp3
title: Occurrence Download

description: A dataset containing 267176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amelanchier"
 ]
}

 The dataset includes 267176 records from 1139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035358-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/sfz4-cn80
title: NIMS BENIGN DATASET 2024-2

description: This dataset presents real-world IoT device traffic captured under a scenario termed "Active," reflecting typical usage patterns encountered by everyday users. Our methodology emphasizes the collection of authentic data, employing rigorous testing and system evaluations to ensure fidelity to real-world conditions while minimizing noise and irrelevant capture.  The dataset comprises of nine popular IoT devices namely Amcrest CameraSmarter CoffeemakerRing DoorbellAmazon EchodotGoogle NestcamGoogle NestminiKasa PowerstripSamsung 32 inch Smart Television (TV)Amazon Smartplug Each device's traffic is stored in individual .pcap files. For our research, we extract flows from these .pcap files using flow analysis tools precisely (Tranalyzer and NFStream). The dataset is organized into device-specific folders, with each containing the "Active" scenario and corresponding .pcap files labeled as active.iteration.pcap within it. Comprehensive details regarding our setup and methodology are provided in our paper, along with a thorough explanation of the dataset's structure in the readme file. Notably, all captured data is benign, devoid of any indications of malware. This dataset serves as a valuable resource for understanding IoT device behavior and network traffic patterns in real-world contexts.
DOI: 10.15468/dl.veghj9
title: Occurrence Download

description: A dataset containing 2864 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Polliland - Bees in semi-natural grasslands"
 ]
}

 The dataset includes 2864 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010471-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xqbry
title: Occurrence Download

description: A dataset containing 81735 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haemulon plumierii (Lacepède, 1801)"
 ]
}

 The dataset includes 81735 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010469-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef363v
title: Occurrence Download

description: A dataset containing 20884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardiospermum L."
 ]
}

 The dataset includes 20884 records from 561 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010466-240906103802322/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.24428659
title: The nature of the Last Universal Common Ancestor and its impact on the early Earth system

description: Supplementary data for the manuscript:The nature of the Last Universal Common Ancestor and its impact on the early Earth systemGene_Fastas contains the individual gene sequences, alignments and trimmed alignments for the reconciliation analyses, also included are the fasta files for the COG based reconciliationSpecies_Tree includes alignments, sequences, trees and concatenation fastas for the species tree inference, as well as the files involved in the recoding, domain and rooting testsTemperature_genes includes the optimal temperature inference test found in the supplementary materialGenome_Size_Number_estimates includes the files used to predict the genome size and number of proteins in LUCASubsample_test includes the files for the subsampled reconciliation testsTaxonomy includes the taxonomic information for each of the genomes<br><br>COG_OR_reconciliation includes the scripts and input/ouput needed for the COG functional category based optimization for the reconciliation files (as well as the fraction_missing per genome data), due to the size of the rec files, these are available here: https://data.bris.ac.uk/data/dataset/405xnm7ei36d2cj65nrirg3ip
DOI: 10.6084/m9.figshare.24428659.v2
title: The nature of the Last Universal Common Ancestor and its impact on the early Earth system

description: Supplementary data for the manuscript:The nature of the Last Universal Common Ancestor and its impact on the early Earth systemGene_Fastas contains the individual gene sequences, alignments and trimmed alignments for the reconciliation analyses, also included are the fasta files for the COG based reconciliationSpecies_Tree includes alignments, sequences, trees and concatenation fastas for the species tree inference, as well as the files involved in the recoding, domain and rooting testsTemperature_genes includes the optimal temperature inference test found in the supplementary materialGenome_Size_Number_estimates includes the files used to predict the genome size and number of proteins in LUCASubsample_test includes the files for the subsampled reconciliation testsTaxonomy includes the taxonomic information for each of the genomes
DOI: 10.5281/zenodo.10998331
title: The PANORAMA Challenge: Public Training and Development Dataset (1)

description: This dataset represents the PANORAMA: Public Training and Development Dataset. It contains 2238 anonymized contrast-enhanced CT (CECT) scans acquired at two centers (Radboud University Medical Center, University Medical Center Groningen) based in The Netherlands. Additionally, it contains 194 cases from the Medical Segmentation Decathlon dataset and 80 cases from National Institutes of Health. For all updates/fixes regarding this dataset, please join the challenge and check out our dedicated forum post on this topic. The corresponding labels of the PANORAMA dataset can be found here. 

The PANORAMA challenge is an all-new grand challenge that aims to validate the diagnostic performance of artificial intelligence and radiologists at pancreatic ductal adenocarcinoma (PDAC) detection/diagnosis in CECT, with histopathology and follow-up (≥ 3 years) as the reference standard, in a retrospective setting in the hidden testing dataset. The study hypothesizes that state-of-the-art AI algorithms are non-inferior to radiologists reading CECT.

Key aspects of the PANORAMA study design have been established in conjunction with an international scientific advisory board of 13 experts in AI and pancreas radiology as well as a patient representative —to unify and standardize present-day guidelines, and to ensure meaningful validation of pancreas AI towards clinical translation (Reinke et al., 2021).

This PANORAMA dataset contains: batch 1 out of 4
description: Natália Alves and Megan Schuurmans contributed equally to this work.