cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/v72g-gg43
title: B9609 pollen surface sample dataset

description: Raw data for the B9609 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: 10.21233/3yn2-0871
title: Laguna de Mancas ostracode surface sample dataset

description: Raw data for the Laguna de Mancas 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: 10.57830/2306720
title: Estimating occupancy and nest survival of cliff-nesting raptors in an open population framework

description: Data and R code for replicating peregrine falcon model and simulation study in 'Estimating occupancy and nest survival of cliff-nesting raptors in an open population framework'.
DOI: 10.21233/3r5q-hr53
title: Bakchar mire testate amoebae surface sample dataset

description: Raw data for the Bakchar mire testate amoebae 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/d873-nm79
title: Lake Durankulak pollen dataset

description: Raw data for the Lake Durankulak pollen 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: 10.21233/518e-7d85
title: Butcher [23CL118] vertebrate fauna dataset

description: Raw data for the Butcher [23CL118] 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: 10.6084/m9.figshare.28779422
title: 原始数据.csv

description: <b>A LASSO Regression-Driven Predictive Nomogram for Liver Cirrhosis Risk in Patients with Chronic Hepatitis B​</b>
DOI: 10.21233/jdgd-a486
title: Cheng et al. 2020 Site 311 pollen surface sample dataset

description: Raw data for the Cheng et al. 2020 Site 311 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: 10.6084/m9.figshare.28986935
title: Supplementary material (Adv Physiol Ed)

description: Survey questionnaire
DOI: 10.15468/dl.mn3fwj
title: Occurrence Download

description: A dataset containing 16661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gallinula chloropus (Linnaeus, 1758)",
 "Year 2011-2011"
 ]
}

 The dataset includes 16661 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023329-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk758p
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum senanense subsp. mutiloides (Keller) N.Robson",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023333-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/z4v4-z762
title: LDDsite4768 water chemistry dataset

description: Raw data for the LDDsite4768 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: 10.15468/dl.jkrhye
title: Occurrence Download

description: A dataset containing 2302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Armenia, Azerbaijan, Cyprus, Georgia, Israel, Kazakhstan, Kyrgyzstan, Russian Federation, Tajikistan, Turkmenistan, Türkiye, Uzbekistan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anser anser (Linnaeus, 1758)",
 "Year 2020-2024"
 ]
}

 The dataset includes 2302 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023330-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/5fg8-rm69
title: Gestel pollen dataset

description: Raw data for the Gestel pollen 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: 10.21233/9t82-pz12
title: Big Valley Creek water chemistry dataset

description: Raw data for the Big Valley Creek 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: 10.15468/dl.zmmvqh
title: Occurrence Download

description: A dataset containing 5034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptodeira annulata (Linnaeus, 1758)"
 ]
}

 The dataset includes 5034 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023332-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/bpy1-7651
title: Loverin Lake ostracode surface sample dataset

description: Raw data for the Loverin Lake 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/wzfh-nc77
title: Eilandvlei pollen dataset

description: Raw data for the Eilandvlei pollen 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: 10.7803/313.21.1.1.10
title: BA/BIBB-Bewerberbefragung 2021
title: BA/BIBB-Applicants survey 2021

description: Hauptdatensatz + Zusatzvariablen
description: main data set + additional variables
description: Bei der BA/BIBB-Bewerberbefragung handelt es sich um eine repräsentative, hoch gerechnete schriftlich-postalische Stichprobenuntersuchung von Jugendlichen, die bei der Berufsberatung der Bundesagentur für Arbeit als Ausbildungsstellenbewerber/-innen registriert waren.
description: Hauptdatensatz + Zusatzvariablen
description: main data set + additional variables
description: Face-to-face interview: PAPI
description: Jugendlichen, die bei der Berufsberatung der Bundesagentur für Arbeit als Ausbildungsstellenbewerber/-innen registriert waren
description: Geschichtete Zufallsstichprobe
DOI: 10.21233/y1cx-my20
title: Lake Tai ostracode surface sample dataset

description: Raw data for the Lake Tai 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.vzcpe4
title: Occurrence Download

description: A dataset containing 105769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is one of (Switzerland, Liechtenstein, Austria)",
 "Geometry POLYGON((9.02136 46.79824,9.71827 46.79824,9.71827 47.49833,9.02136 47.49833,9.02136 46.79824))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2005-2025"
 ]
}

 The dataset includes 105769 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023298-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2sxg-bh49
title: Karelia testate amoebae surface sample dataset

description: Raw data for the Karelia testate amoebae 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/k922-yx68
title: LAKE COLEMAN water chemistry dataset

description: Raw data for the LAKE COLEMAN 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/br7k-j348
title: North Mayfield diatom surface sample dataset

description: Raw data for the North Mayfield 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: 10.15468/dl.yd6dxc
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is France",
 "DatasetKey is Inventaires et suivis naturalistes de la réserve naturelle nationale des prés salés d'Arès et de Lège-Cap Ferret-Suivi mensuels des limicoles cotiers",
 "GadmGid is FRA.10_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (LC, NT, VU, EN, CR, NE)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 580 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023335-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2ewv-6c70
title: Park Pond Dam pollen surface sample dataset

description: Raw data for the Park Pond Dam 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.xscmkt
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pedicularis yezoensis Maxim.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 230 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023336-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/1s2h-kx44
title: Fairbanks Creek [AKLIV-VP] vertebrate fauna dataset

description: Raw data for the Fairbanks Creek [AKLIV-VP] 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: 10.15468/dl.3km479
title: Occurrence Download

description: A dataset containing 5114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelochelidon nilotica (J.F.Gmelin, 1789)",
 "Year 2010-2010"
 ]
}

 The dataset includes 5114 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023334-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/c6n2-hx26
title: Lawhorn vertebrate fauna dataset

description: Raw data for the Lawhorn 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: 10.21233/3mbv-7d18
title: Kelly Pond pollen surface sample dataset

description: Raw data for the Kelly Pond 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.zm7j9k
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicksonia brackenridgei Mett."
 ]
}

 The dataset includes 258 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023337-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vjzuc
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicksonia blumei (Kunze) T.Moore"
 ]
}

 The dataset includes 281 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023338-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/v6zc-7083
title: Okanagan Lake ostracode surface sample dataset

description: Raw data for the Okanagan Lake 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.pxzz8p
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gelochelidon nilotica (J.F.Gmelin, 1789)",
 "Year 2011-2011"
 ]
}

 The dataset includes 523 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023339-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/s8d1-e173
title: Wahl 2002 Surface Sample Site 16 pollen surface sample dataset

description: Raw data for the Wahl 2002 Surface Sample Site 16 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/b6kg-e250
title: Round Lake diatom bottom sample dataset

description: Raw data for the Round Lake diatom bottom 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: 10.5519/qd.s2y7dwvz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2826 records)
DOI: 10.21233/5jdh-xc73
title: Hino ostracode surface sample dataset

description: Raw data for the Hino 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: 10.21233/591h-bt12
title: LDDsite2502 water chemistry dataset

description: Raw data for the LDDsite2502 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: 10.5281/zenodo.15374102
title: rossomyrmex_anatolicus_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15374103
title: rossomyrmex_anatolicus_zanfona_1.fasta.gz
DOI: 10.21233/tayz-ds05
title: CARS10 pollen dataset

description: Raw data for the CARS10 pollen 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: 10.21233/72kb-sx62
title: WASU 77 pollen surface sample dataset

description: Raw data for the WASU 77 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: 10.21233/91ck-k051
title: Evart Site vertebrate fauna dataset

description: Raw data for the Evart Site 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: 10.15468/dl.9t59q4
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicksonia berteroana (Colla) Hook."
 ]
}

 The dataset includes 84 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023340-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/f9m4-b178
title: B96-09 water chemistry dataset

description: Raw data for the B96-09 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: 10.15468/dl.t3d8zt
title: Occurrence Download

description: A dataset containing 3511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is PAK",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3511 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023341-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15043893
title: ECOSoundSet: a finely annotated dataset for the automated acoustic identification of Orthoptera and Cicadidae in North, Central and temperate Western Europe. 2025

description: Here we present ECOSoundSet (European Cicadidae and Orthoptera Sound dataSet), a dataset containing 10,653 recordings of 200 orthopteran and 24 cicada species (217 and 26 subspecies, respectively) present in North, Central, and temperate Western Europe (Andorra, Belgium, Denmark, mainland France and Corsica, Germany, Ireland, Luxembourg, Monaco, Netherlands, United Kingdom, Switzerland), collected partly through targeted fieldwork in South France and Catalonia and partly through contributions from various European entomologists. The dataset is composed of a combination of coarsely labeled recordings, for which we can only infer the presence, at some point, of their target species (weak labeling), and finely annotated recordings, for which we know the specific time and frequency range of each insect sound present in the recording (strong labeling). We also provide a train/validation/test split of the annotated recordings, with respective approximate proportions of 0.8, 0.1 and 0.1, in order to facilitate their incorporation in the training and evaluation of deep learning algorithms. 

We posit that this dataset could serve as a meaningful complement to recordings already available online for the training of deep learning algorithms for the acoustic classification of orthopterans and cicadas in North, Central, and temperate Western Europe.

 

How to cite:

Funosas, D., Massol, E., Bas, Y., Schmidt, S., Arend, D., Gebhard, A., Barbaro, L., König, S., Font, R. C., Sannier, D., Deroussen, F., Sueur, J., Roesti, C., Trilar, T., Forstmeier, W., Roger, L., Matheu, E., Guzik, P., Barataud, J., Pelozuelo, L., Puissant, S., Mueller, S., Schuller, B., Montoya, J.M., Triantafyllopoulos, A., Cauchoix, M. (2025). ECOSoundSet: A finely annotated dataset for the automated acoustic identification of Orthoptera and Cicadidae in North, Central and temperate Western Europe (No. arXiv:2504.20776). arXiv. https://doi.org/10.48550/arXiv.2504.20776