cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4vqcfy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutropius debauwi"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026427-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xyxf3
title: Occurrence Download

description: A dataset containing 13653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus latifolius",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13653 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026424-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh67r9
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Onobrychis transcaucasica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 52 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026428-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12320140
title: Conjunto de Dados Personagens Fictícios
DOI: 10.15468/dl.bdga6m
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rorippa cryptantha"
 ]
}

 The dataset includes 86 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026429-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fff6kf
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ustilago tritici",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026431-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj6ghp
title: Occurrence Download

description: A dataset containing 1692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinclus cinclus",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1692 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026430-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/r1x-ycq-19c
title: Indeterminatae-dicot

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.bf4g22
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADW5189"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026434-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzk6rb
title: Occurrence Download

description: A dataset containing 380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 380 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026433-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njxhst
title: Occurrence Download

description: A dataset containing 706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 706 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026435-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qa325
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ononis alopecuroides, Ononis alopecuroides, Ononis alopecuroides)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1116 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026436-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk3smh
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pratylenchus neglectus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026438-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/x2h-nsx-evt
title: Indeterminatae-dicot

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.qzhgjh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACV4357"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026439-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpbchz
title: Occurrence Download

description: A dataset containing 1565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1565 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026440-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/29578964
title: Trained weights for Barbet

description: Barbet: A Deep Learning Tool for Low Resource and Accurate Taxonomic Classification of Prokaryotic GenomesModel weights for bacteria (base and large) and archaea (base and large).See more information at https://github.com/bloodhound-devs/barbet
DOI: 10.26188/29578964.v1
title: Trained weights for Barbet

description: Barbet: A Deep Learning Tool for Low Resource and Accurate Taxonomic Classification of Prokaryotic GenomesModel weights for bacteria (base and large) and archaea (base and large).See more information at https://github.com/bloodhound-devs/barbet
DOI: 10.15468/dl.z92uvn
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema violifolium"
 ]
}

 The dataset includes 69 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026443-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79cxa5
title: Occurrence Download

description: A dataset containing 11646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ononis arvensis, Ononis arvensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11646 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026442-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9acwqu
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pratylenchus thornei",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026445-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wsjus
title: Occurrence Download

description: A dataset containing 1861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea sitchensis",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1861 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026444-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwwq3z
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sisyrinchium angustifolium",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026446-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9xe2s
title: Occurrence Download

description: A dataset containing 3687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3687 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026447-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq28ae
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADK7566"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026448-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqsgyg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Septoria tritici",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026451-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ths69h
title: Occurrence Download

description: A dataset containing 22363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ornithopus compressus, Ornithopus compressus, Ornithopus compressus, Ornithopus compressus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22363 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026450-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfdmte
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chilocardamum patagonicum"
 ]
}

 The dataset includes 73 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026452-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mp5chb
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sisyrinchium angustifolium",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 261 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026453-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htrfvx
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus polyphyllus",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1060 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026454-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma9dqc
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.53685 4.13638,-73.5369 4.14104,-73.54408 4.14095,-73.54402 4.13675,-73.5442 4.1289,-73.53667 4.12875,-73.53673 4.13139,-73.53685 4.13638))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2015-2025"
 ]
}

 The dataset's 62 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026437-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnh5hx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACV4358"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026455-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5b853w9h
title: MassIVE MSV000098545 - Automating Data Analysis and Method Optimization for Top-Down Proteomics
title: Proteoform Studio introduces an integrated pipeline for top down data analysis. Features include rapid deconvolution of both isotopically unresolved and resolved data as well as targeted proteoform analysis via automated aggregation of results from multiple files and multiple fragmentation modes.
DOI: 10.15468/dl.y7662p
title: Occurrence Download

description: A dataset containing 1296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizoctonia solani",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1296 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026456-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15635749
title: Uncovering Functional Gene Regulatory Networks in Bulk and Single-Cell Data through Robust Transcription Factor Activity Estimation and Model-Guided Experimental Validation

description: This dataset contains input files and output gene regulatory networks (GRNs) inferred using multiple algorithms and transcription factor activity (TFA) estimation strategies. GRNs were computed from expression data from three biological contexts: Saccharomyces cerevisiae (yeast) bulk transcriptomes, mammalian bulk transcriptomes, and single-cell RNA-seq (scRNA-seq) datasets. Algorithms were applied with different TFA configurations (e.g., NCA TFA, regularized TFA, algorithm-inbuilt TFA estimators).

Data are organized into either file_inputs or file_output directories:



file_inputs/ – expression matrices, prior networks, regulator lists, TFA estimates

file_outputs/ – inferred GRNs, structured by dataset, method, and TFA configuration


For further file information, see documentation provided in README.md file included in the data record.
DOI: 10.5281/zenodo.15635750
title: Uncovering Functional Gene Regulatory Networks in Bulk and Single-Cell Data through Robust Transcription Factor Activity Estimation and Model-Guided Experimental Validation

description: This dataset contains input files and output gene regulatory networks (GRNs) inferred using multiple algorithms and transcription factor activity (TFA) estimation strategies. GRNs were computed from expression data from three biological contexts: Saccharomyces cerevisiae (yeast) bulk transcriptomes, mammalian bulk transcriptomes, and single-cell RNA-seq (scRNA-seq) datasets. Algorithms were applied with different TFA configurations (e.g., NCA TFA, regularized TFA, algorithm-inbuilt TFA estimators).

Data are organized into either file_inputs or file_output directories:



file_inputs/ – expression matrices, prior networks, regulator lists, TFA estimates

file_outputs/ – inferred GRNs, structured by dataset, method, and TFA configuration


For further file information, see documentation provided in README.md file included in the data record.
DOI: 10.15468/dl.cscc4z
title: Occurrence Download

description: A dataset containing 4908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ornithopus sativus, Ornithopus sativus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4908 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026457-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18672409
title: INNOVATIVE TRANSFORMATION OF THE SERVICE SECTOR

description: This article examines the main trends in the development of the service sector in the context of forming a service-oriented and digital economy. The necessity of implementing innovations as a key factor in enhancing the competitiveness of service organizations is substantiated. The features of innovative development in the service sector are revealed, indicators of innovation activity are analyzed, and the main problems hindering innovation in the service sector of the Republic of Uzbekistan are identified.
DOI: 10.15468/dl.dg4cwa
title: Occurrence Download

description: A dataset containing 2097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx pardinus"
 ]
}

 The dataset includes 2097 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024662-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18672407
title: INNOVATIVE TRANSFORMATION OF THE SERVICE SECTOR

description: This article examines the main trends in the development of the service sector in the context of forming a service-oriented and digital economy. The necessity of implementing innovations as a key factor in enhancing the competitiveness of service organizations is substantiated. The features of innovative development in the service sector are revealed, indicators of innovation activity are analyzed, and the main problems hindering innovation in the service sector of the Republic of Uzbekistan are identified.
DOI: 10.15468/dl.zpje52
title: Occurrence Download

description: A dataset containing 669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cochlospermum palmatifidum (Moc. & Sessé ex DC.) Byng & Christenh."
 ]
}

 The dataset includes 669 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020194-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckf2th
title: Occurrence Download

description: A dataset containing 5234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Myzomela erythrocephala",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 5234 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077433-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne73ue
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ramphiculus leclancheri (Bonaparte, 1855))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016622-230224095556074/datasets/export for details.
DOI: 10.15468/dl.3z4gbz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus pacoensis Thin"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077435-230530130749713/datasets/export for details.
DOI: 10.15468/dl.cdh466
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla braun-blanquetii Pawl."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008164-230224095556074/datasets/export for details.
DOI: 10.15468/dl.v4qppk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Plecturocebus parecis Gusmão, Messias, Carneiro, Schneider, de Alencar, Caluro, Dalponte, Mattos, Ferrari et al., 2019)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005891-230530130749713/datasets/export for details.