cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9j4t4q
title: Occurrence Download

description: A dataset containing 2208 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontocarya Miers"
 ]
}

 The dataset includes 2208 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072060-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6njsa
title: Occurrence Download

description: A dataset containing 50752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Elodea nuttallii (Planch.) H.St.John, Heracleum mantegazzianum Sommier & Levier, Hydrocotyle ranunculoides L.fil., Ludwigia grandiflora (Michx.) Greuter & Burdet, Impatiens glandulifera Royle, Myriophyllum aquaticum (Vell.) Verdc., Orconectes limosus (Rafinesque, 1817), Pacifastacus leniusculus (Dana, 1852), Lagarosiphon major (Ridl.) Moss, Lysichiton americanus Hultén & H.St.John, Myriophyllum heterophyllum Michx., Procambarus clarkii (Girard, 1852), Cabomba caroliniana A.Gray, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum sosnowskyi Manden., Ludwigia peploides (Kunth) P.H.Raven, Orconectes virilis (Hagen, 1870), Procambarus fallax f. virginalis Martin, Dorn, Kawai, van der Heiden & Scholtz, 2010)"
 ]
}

 The dataset includes 50752 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022340-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntr3qj
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chersotis andereggii Boisduval"
 ]
}

 The dataset includes 138 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087778-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56dkmr
title: Occurrence Download

description: A dataset containing 10480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.58203 17.28515,39.75587 23.87695,45.61524 61.49414,-57.83202 60.64453,-26.68945 31.72852,-16.58203 17.28515))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carpobrotus edulis (L.) N.E.Br."
 ]
}

 The dataset includes 10480 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069960-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bwugh
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centruroides sculpturatus Ewing, 1928"
 ]
}

 The dataset includes 557 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065763-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qkyuk
title: Occurrence Download

description: A dataset containing 1007 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustelus asterias Cloquet, 1819"
 ]
}

 The dataset includes 1007 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0398702-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0188152.10fu
title: SH0188152.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0188153.10fu
title: SH0188153.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.829hjj
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus greggii",
 "HasCoordinate is true",
 "Year is 1900,2026"
 ]
}

 The dataset includes 505 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001885-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp9e98
title: Occurrence Download

description: A dataset containing 11603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.14099 -38.21397,-73.19051 -38.67535,-73.17581 -37.95257,-73.41656 -37.45321,-73.07822 -37.25668,-72.70734 -37.41188,-72.7656 -36.34755,-73.84787 -36.29424,-74.38244 -37.17895,-74.14099 -38.21397))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heterocarpus reedi Bahamonde, 1955"
 ]
}

 The dataset includes 11603 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016541-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr42w8
title: Occurrence Download

description: A dataset containing 31223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.14099 -38.21397,-73.19051 -38.67535,-73.17581 -37.95257,-73.41656 -37.45321,-73.07822 -37.25668,-72.70734 -37.41188,-72.7656 -36.34755,-73.84787 -36.29424,-74.38244 -37.17895,-74.14099 -38.21397))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strangomera bentincki (Norman, 1936)"
 ]
}

 The dataset includes 31223 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016542-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nunrhq
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balanops microstachya Baill."
 ]
}

 The dataset includes 21 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016538-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bbjpy
title: Occurrence Download

description: A dataset containing 12234 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 Artemisia dracunculus L."
 ]
}

 The dataset includes 12234 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016539-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kucx3w
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carthamus creticus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027885-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgdu2j
title: Occurrence Download

description: A dataset containing 2265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum dimidiatum",
 "Year 1970-2020"
 ]
}

 The dataset includes 2265 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027886-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7x9bn
title: Occurrence Download

description: A dataset containing 391 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 one of (Cheiropleuria bicuspis)"
 ]
}

 The dataset includes 391 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027889-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjv3vv
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedychium coronarium",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1367 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027890-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj7b7j
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Cypripedium plectrochilum"
 ]
}

 The dataset includes 204 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027892-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpkh29
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rafflesia arnoldi",
 "Year 2000-2025"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027891-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v3t33
title: Occurrence Download

description: A dataset containing 699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea montana",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 699 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027894-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.du7nuw
title: Occurrence Download

description: A dataset containing 975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea montana",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 975 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027893-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vundhv
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea montana",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027895-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umfvzx
title: Occurrence Download

description: A dataset containing 45547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum lycopersicum"
 ]
}

 The dataset includes 45547 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027888-250920141307145/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.30229252
title: Multitask Bayesian Federated Learning for Privacy-Preserving English Translation Model Training Across Edge Devices

description: To address core challenges such as resource constraints on edge devices, data privacy concerns, and poor translation quality for low-resource languages, this paper proposes a Multitask Bayesian Federated Learning (MT-BayesFL) framework to achieve efficient, robust, and trustworthy multilingual translation while preserving data locality. The framework's core is multi-task collaboration. Through a lightweight shared encoder and task-specific decoder architecture, the framework enables the natural transfer of general semantic knowledge learned in high-resource languages to low-resource languages via the shared encoder, directly alleviating the data sparsity problem and achieving mutual benefit between tasks.
DOI: 10.6084/m9.figshare.30229252.v1
title: Multitask Bayesian Federated Learning for Privacy-Preserving English Translation Model Training Across Edge Devices

description: To address core challenges such as resource constraints on edge devices, data privacy concerns, and poor translation quality for low-resource languages, this paper proposes a Multitask Bayesian Federated Learning (MT-BayesFL) framework to achieve efficient, robust, and trustworthy multilingual translation while preserving data locality. The framework's core is multi-task collaboration. Through a lightweight shared encoder and task-specific decoder architecture, the framework enables the natural transfer of general semantic knowledge learned in high-resource languages to low-resource languages via the shared encoder, directly alleviating the data sparsity problem and achieving mutual benefit between tasks.
DOI: 10.15468/dl.fvz9fv
title: Occurrence Download

description: A dataset containing 16442 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 one of (Colocasia esculenta)"
 ]
}

 The dataset includes 16442 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027896-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvw4ff
title: Occurrence Download

description: A dataset containing 1006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zingiber kawagoii",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1006 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027897-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvmtk7
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea montana",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027901-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2znea
title: Occurrence Download

description: A dataset containing 1090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea montana",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1090 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027902-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p44m9
title: Occurrence Download

description: A dataset containing 4511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea montana",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4511 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027903-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsbtqw
title: Occurrence Download

description: A dataset containing 1676 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 one of (Acalypha hispida)"
 ]
}

 The dataset includes 1676 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027904-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2g859q
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zingiber officinale",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027905-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh7efq
title: Occurrence Download

description: A dataset containing 1850828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus",
 "Year 1000-2025"
 ]
}

 The dataset includes 1850828 records from 2556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027843-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epwdgp
title: Occurrence Download

description: A dataset containing 164322 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Mozambique"
 ]
}

 The dataset includes 164322 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004928-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sbryk
title: Occurrence Download

description: A dataset containing 1339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zamia furfuracea L.f."
 ]
}

 The dataset includes 1339 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028794-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z1egx4
title: Occurrence Download

description: A dataset containing 1826 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection des Mollusques (BOUM)"
 ]
}

 The dataset includes 1826 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004924-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mcvy7
title: Occurrence Download

description: A dataset containing 1952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 65.07073733333334, 2.479608666666667 82.15736799999999, -31.565747 82.15736799999999, -31.565747 65.07073733333334, 2.479608666666667 65.07073733333334))",
 "EventDate is 2019-10-01,2019-10-31"
 ]
}

 The dataset includes 1952 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034166-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w56kvi
title: Occurrence Download

description: A dataset containing 4169494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodiformes"
 ]
}

 The dataset includes 4169494 records from 869 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004924-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.