cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/l4p-e0t-5y2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16893026
title: PUDL Raw EPA Hourly Continuous Emission Monitoring System (CEMS)

description: US EPA hourly Continuous Emissions Monitoring System (CEMS) data. Hourly CO2, SO2, NOx emissions and gross load. Archived from https://campd.epa.gov/
This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:

The PUDL Repository on GitHub
PUDL Documentation
Other Catalyst Cooperative data archives
In order to enable more regular CEMS updates, this dataset replaces a prior PUDL EPA CEMS archive that pulled one annual file for each state. That archive is no longer updated but can be found here.
DOI: 10.3535/g9d-9gl-f2t
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zkf-xhs-5q1
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vq-za9-z6s
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cb1-pwg-yzj
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hnf-rgx-n9x
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wx4-ved-s57
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r0y-l9d-zdh
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpd-v0f-tmk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yqt-662-eyn
title: Lepidophyllum Cass.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9x-5ay-wdl
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rmz-7df-326
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7k-e52-8gb
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pyx8es
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neuontobotrys linearifolia (Kuntze) Al-Shehbaz)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076032-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppsucf
title: Occurrence Download

description: A dataset containing 33437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium altissimum L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33437 records from 494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076033-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75g8j6
title: Occurrence Download

description: A dataset containing 1711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium volgense M.Bieb. ex E.Fourn.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1711 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076034-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqs3es
title: Occurrence Download

description: A dataset containing 10806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium erysimoides Desf.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10806 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076035-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m6txp
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium assoanum Loscos & J.Pardo)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076037-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58m3yn
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium septulatum DC.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076038-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ktcj7
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium turczaninowii Sond.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076039-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnz4gs
title: Occurrence Download

description: A dataset containing 2175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium crassifolium Cav.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2175 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076041-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my935q
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.32_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Eleutherodactylus Duméril & Bibron, 1841"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076042-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c3n4h
title: Occurrence Download

description: A dataset containing 18547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium orientale L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18547 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076043-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntkcs8
title: Occurrence Download

description: A dataset containing 5909 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amaranthus palmeri S.Watson"
 ]
}

 The dataset includes 5909 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076044-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5837v
title: Occurrence Download

description: A dataset containing 2269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium polymorphum (Murray) Roth)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2269 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076045-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sw3mz
title: Occurrence Download

description: A dataset containing 2252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sisymbrium runcinatum Lag. ex DC.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2252 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076046-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pufh3z
title: Occurrence Download

description: A dataset containing 2635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pteris vittata L."
 ]
}

 The dataset includes 2635 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076047-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8664s5
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Machine Observation, Human Observation, Observation, Specimen)",
 "Continent is North America",
 "GadmGid is one of (USA.33_1, USA.46_1, USA.30_1, USA.20_1, CAN.9_1, CAN.11_1, USA.22_1, USA.40_1, USA.7_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlosyne nycteis (Doubleday)",
 "Year 2004-2024"
 ]
}

 The dataset includes 1040 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005559-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jdp5f
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmia pingreeana Michener, 1937"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005566-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vet52x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Armas Järvelä's Lepidoptera Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005564-250525065834625/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/14489938
title: List Benchmarks Kaggle
DOI: 10.15468/dl.3ppn46
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castilla elastica",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083874-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16603415
title: Federated Learning in Healthcare : A Systematic Review with a Focus on Client Selection

description: This dataset supports the systematic literature review titled "Federated Learning in Healthcare: A Systematic Review with a Focus on Client Selection". It contains structured metadata from peer-reviewed studies published between 2020 and 2025, specifically focusing on how clients are selected in Federated Learning, particularly within healthcare applications. The dataset includes both hard and soft client selection strategies, offering detailed annotations related to healthcare domains.In addition to the categorised client selection data, the Excel file includes entries retrieved from multiple academic repositories such as IEEE Xplore, ACM Digital Library, PubMed, ScienceDirect, and Scopus. Each sheet systematically organises relevant bibliographic and research information to support transparency and traceability of the review process.
DOI: 10.5281/zenodo.16603416
title: Federated Learning in Healthcare : A Systematic Review with a Focus on Client Selection

description: This dataset supports the systematic literature review titled "Federated Learning in Healthcare: A Systematic Review with a Focus on Client Selection". It contains structured metadata from peer-reviewed studies published between 2020 and 2025, specifically focusing on how clients are selected in Federated Learning, particularly within healthcare applications. The dataset includes both hard and soft client selection strategies, offering detailed annotations related to healthcare domains.In addition to the categorised client selection data, the Excel file includes entries retrieved from multiple academic repositories such as IEEE Xplore, ACM Digital Library, PubMed, ScienceDirect, and Scopus. Each sheet systematically organises relevant bibliographic and research information to support transparency and traceability of the review process.
DOI: 10.15468/dl.87es9k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichomalopsis peregrina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083878-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b7z8h
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bleda ugandae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083876-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e3g5b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichomalopsis albopilosus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083877-250717081556266/datasets/export for details.
DOI: 10.15468/dl.xae9gc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum elaeagnifolium",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083879-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/twc8-8856
title: Eden vertebrate fauna dataset

description: Raw data for the Eden vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/3qbh-wc56
title: Diamond Lake water chemistry dataset

description: Raw data for the Diamond Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gsty-9j26
title: LDDsite2943 ostracode surface sample dataset

description: Raw data for the LDDsite2943 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.5a4k3a
title: Occurrence Download

description: A dataset containing 38352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.85535 -11.267,-74.93267 -11.32378,-74.90205 -10.83496,-75.83973 -10.7823,-75.85535 -11.267))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 38352 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022726-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/9e5h-va32
title: LDDsite3000 water chemistry dataset

description: Raw data for the LDDsite3000 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1k4s-j602
title: Trail Creek Cave 9 [AKBEN001] vertebrate fauna dataset

description: Raw data for the Trail Creek Cave 9 [AKBEN001] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/99et-wm91
title: 908 pollen surface sample dataset

description: Raw data for the 908 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8jgw-c721
title: Eagle Lake (Ea) water chemistry dataset

description: Raw data for the Eagle Lake (Ea) water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/r9yd-be48
title: North Penetangore River water chemistry dataset

description: Raw data for the North Penetangore River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6yh7-0f12
title: Haleakalā Volcano 7K pollen surface sample dataset

description: Raw data for the Haleakalā Volcano 7K pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.rdqbs3
title: Occurrence Download

description: A dataset containing 1272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diastylis goodsiri (Bell, 1855)"
 ]
}

 The dataset includes 1272 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022727-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/txc1-j236
title: LDDsite2034 water chemistry dataset

description: Raw data for the LDDsite2034 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6qzb-yc91
title: RP-70 diatom surface sample dataset

description: Raw data for the RP-70 diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/yjsz-d369
title: Robertson [34Gd-144] macroinvertebrate dataset

description: Raw data for the Robertson [34Gd-144] macroinvertebrate dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/e17a-qd70
title: St. Catherines Island vertebrate fauna dataset

description: Raw data for the St. Catherines Island vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/tv8w-ck81
title: Gunma Prefecture ostracode surface sample dataset

description: Raw data for the Gunma Prefecture ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/d47s-av47
title: Wall's Farm ostracode surface sample dataset

description: Raw data for the Wall's Farm ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.