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

description: A dataset containing 458553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "GadmGid is USA.36_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 458553 records from 578 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015525-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsj2zs
title: Occurrence Download

description: A dataset containing 721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Portugal, Spain)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lynx pardinus (Temminck, 1827)",
 "Year 1000-2024"
 ]
}

 The dataset includes 721 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015641-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2ddnq
title: Occurrence Download

description: A dataset containing 5742336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-98.7903 31.08708,-99.02985 29.92614,-97.93688 29.32746,-96.43965 29.61423,-96.18512 30.62436,-97.48771 31.5603,-98.7903 31.08708))",
 "Year 2019-2024"
 ]
}

 The dataset includes 5742336 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015575-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzd9cv
title: Occurrence Download

description: A dataset containing 907572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 907572 records from 1677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015512-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nym1xv
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasyatis ushiei (Jordan & Hubbs, 1925)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042215-181108115102211/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.25592490.v1
title: TCATC_Code&Data.zip

description: Data and code for "<b>Tracing and cause analysis of traffic congestion from a path flow perspective</b>".
DOI: 10.15468/dl.8csjvh
title: Occurrence Download

description: A dataset containing 735658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "GadmGid is BEN"
 ]
}

 The dataset includes 735658 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213337-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dknnnk
title: Occurrence Download

description: A dataset containing 3216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespa velutina Lepeletier, 1836",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2021",
 "Country is Belgium"
 ]
}

 The dataset includes 3216 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000288-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cl2flx
title: Occurrence Download

description: A dataset containing 14998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Svalbard and Jan Mayen",
 "DatasetKey is Vascular Plant Herbarium, Oslo (O) UiO"
 ]
}

 The dataset includes 14998 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042217-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg4qfj
title: Occurrence Download

description: A dataset listing the 404 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.3_1",
 "Geometry POLYGON((-95.71255 50.16788,-95.71667 50.1516,-95.65556 50.10978,-95.63633 50.10846,-95.61504 50.10098,-95.5608 50.11419,-95.58483 50.14192,-95.63015 50.15072,-95.59719 50.16875,-95.59994 50.18327,-95.6329 50.18722,-95.65075 50.17447,-95.66586 50.17227,-95.68714 50.17799,-95.71255 50.16788))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 404 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074480-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8nibe
title: Occurrence Download

description: A dataset containing 3974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Zooplankton abundance and population structures assessed during April-September of 2001-2, Southern Ocean, GLOBEC"
 ]
}

 The dataset includes 3974 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042218-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gts2c6
title: Occurrence Download

description: A dataset containing 8010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus mongolica Fisch. ex Ledeb."
 ]
}

 The dataset includes 8010 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256949-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8yanw
title: Occurrence Download

description: A dataset containing 5459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-99.0",
 "Geometry POLYGON((6.79105 54.1398,13.54153 54.1398,13.54153 60.016,6.79105 60.016,6.76938 56.53442,6.79105 54.1398))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Phylloscopus inornatus (Blyth, 1842), Styela clavata (Pallas, 1774), Styela clavata (Kott, 1969), Mnemiopsis leidyi A.Agassiz, 1865, Neogobius melanostomus (Pallas, 1814), Crepidula fornicata (Linnaeus, 1758), Sphyraena ensis Jordan & Gilbert, 1882, Mytilus edulis Linnaeus, 1758)",
 "Year 1990-2024"
 ]
}

 The dataset includes 5459 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000665-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrt42n
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buxus pubescens Greenm."
 ]
}

 The dataset includes 27 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148412-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.biqq8b
title: Occurrence Download

description: A dataset containing 700056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.32935 47.38868,2.53784 47.38868,2.53784 48.25175,1.32935 48.25175,1.32935 47.38868))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 700056 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042218-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iqobzi
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Southern Ocean Ostracoda (except Halocypridina)"
 ]
}

 The dataset includes 1148 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042219-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxjpx8
title: Occurrence Download

description: A dataset containing 5319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tigridia Juss."
 ]
}

 The dataset includes 5319 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011298-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn6xd4
title: Occurrence Download

description: A dataset containing 148536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lobodon carcinophaga (Hombron & Jacquinot, 1842)",
 "Year 1950-2024"
 ]
}

 The dataset includes 148536 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000246-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.slw2w9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnura bimaculata (Norman, 1925)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042219-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad8ktq
title: Occurrence Download

description: A dataset containing 32179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum sinense Lour.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32179 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000250-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zr333
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia atlantica M.D.Miranda & E.L.Jacques"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148414-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jry8kc
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abarema abbottii (Rose & Leonard) Barneby & J.W.Grimes, Abarema acreana (J.F.Macbr.) L.Rico, Abarema adenophora (Ducke) Barneby & J.W.Grimes)"
 ]
}

 The dataset includes 357 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148413-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ge4vb6
title: Occurrence Download

description: A dataset containing 5076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "GadmGid is ARG",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crypturellus tataupa (Temminck, 1815)",
 "Year 2008-2021"
 ]
}

 The dataset includes 5076 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153128-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xnaux
title: Occurrence Download

description: A dataset containing 22187 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SILENE-FAUNE-PACA - OPIE_National_2017_12_18"
 ]
}

 The dataset includes 22187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014234-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5nxcm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Picea albertiana S.Br.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023790-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4vj34
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium savranicum (Nyman) Oxner"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181357-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juf9zv
title: Occurrence Download

description: A dataset containing 26426158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((69.4336 2.97815,97.27734 2.97815,97.27734 40.68063,69.4336 40.68063,69.4336 2.97815))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26426158 records from 1896 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133550-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17762423
title: SpaBiT: Enhancing Spatial Transcriptomics Resolution via Bidirectional Attention Transformers

description: Spatial transcriptomics (ST) enables the simultaneous measurement of gene expression and spatial locations within tissue sections, providing a powerful framework for studying spatial heterogeneity and tissue microenvironments. However, current spot-based ST platforms (e.g., 10x Genomics Visium) suffer from limited spatial resolution, sparse sampling density, and high experimental costs, which restrict their widespread use in large-scale biomedical studies.To address these challenges, we introduce SpaBiT, a multimodal deep learning framework that integrates H&E-stained histology images with spot-level ST data to predict and enhance spatial gene expression. SpaBiT leverages a general-purpose pathology foundation model (UNI) to extract high-dimensional image features, a graph attention network (GAT) to learn neighborhood-aware expression embeddings, and a bidirectional cross-attention + Transformer architecture to fuse multimodal information and infer high-density spatial gene expression maps.Experimental evaluations across multiple datasets from different ST platforms demonstrate that SpaBiT outperforms representative image-driven and expression-driven baselines in predicting gene expression at unmeasured locations. Moreover, SpaBiT enhances spatial gene expression patterns, preserves underlying spatial structure, and facilitates downstream analyses such as spatial domain identification, tumor region detection, and functional enrichment.
DOI: 10.15468/dl.5tpq82
title: Occurrence Download

description: A dataset containing 3829 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cylindera germanica"
 ]
}

 The dataset includes 3829 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052320-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ttgsn
title: Occurrence Download

description: A dataset containing 5875521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Specimen)",
 "Country is Brazil",
 "HasCoordinate is true",
 "KingdomKey is Animalia",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2019-2021"
 ]
}

 The dataset includes 5875521 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052295-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k2qfh
title: Occurrence Download

description: A dataset containing 512657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum vulgare",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 512657 records from 2630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052285-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsmbsf
title: Occurrence Download

description: A dataset containing 256214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2020",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 256214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022439-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.75610
title: CACHETTE DE KARNAK - CK_877_nu_2006_09259

description: Référence : nu_2006_09259<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.qm8hz2
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shirakiopsis indica (Willd.) Esser"
 ]
}

 The dataset includes 349 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102175-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeesa4
title: Occurrence Download

description: A dataset containing 53140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Empoasca Walsh, 1862"
 ]
}

 The dataset includes 53140 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206563-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.75609
title: CACHETTE DE KARNAK - CK_877_nu_2006_09258

description: Référence : nu_2006_09258<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.mx8za4
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruprechtia curranii S.F.Blake"
 ]
}

 The dataset includes 47 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031234-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.75608
title: CACHETTE DE KARNAK - CK_877_nu_2006_09257

description: Référence : nu_2006_09257<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.75607
title: CACHETTE DE KARNAK - CK_877_nu_2006_09256

description: Référence : nu_2006_09256<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.15468/dl.jxsvp2
title: Occurrence Download

description: A dataset containing 2301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rankinia diemensis (Gray, 1841)"
 ]
}

 The dataset includes 2301 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0290312-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vdp8s
title: Occurrence Download

description: A dataset containing 13344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-1000000.0",
 "Month is one of (May, June, July, April)",
 "OccurrenceStatus is Present",
 "TaxonKey is Otus scops (Linnaeus, 1758)",
 "Year 1999-2023"
 ]
}

 The dataset includes 13344 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102174-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jryri3
title: Occurrence Download

description: A dataset containing 108171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picoides pubescens (Linnaeus, 1766)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 27",
 "DecimalLatitude is less than or equal to 41",
 "DecimalLongitude is greater than or equal to -91",
 "DecimalLongitude is less than or equal to -75"
 ]
}

 The dataset includes 108171 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013800-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.75606
title: CACHETTE DE KARNAK - CK_877_nu_2006_09255

description: Référence : nu_2006_09255<br />Site : Karnak<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.75605
title: CACHETTE DE KARNAK - CK_877_nu_2006_09254

description: Référence : nu_2006_09254<br />Site : Karnak<br />Type : photographie<br />