cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.md5zwh
title: Occurrence Download

description: A dataset containing 2606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chrysichthys ogooensis, Chrysichthys okae, Chrysichthys ornatus, Chrysichthys platycephalus, Chrysichthys polli, Chrysichthys punctatus, Chrysichthys sharpii, Chrysichthys stappersii, Chrysichthys teugelsi, Chrysichthys thonneri, Chrysichthys thysi, Chrysichthys turkana, Chrysichthys uniformis, Chrysichthys wagenaari, Chrysichthys walkeri, Cirrhinus cirrhosus, Citharichthys stampflii, Citharidium ansorgii, Citharinops distichodoides, Citharinus citharus, Citharinus congicus, Citharinus eburneensis, Citharinus gibbosus, Citharinus latus, Citharinus macrolepis, Clariallabes attemsi, Clariallabes brevibarbis, Clariallabes centralis, Clariallabes heterocephalus, Clariallabes laticeps, Clariallabes longicauda, Clariallabes manyangae, Clariallabes melas, Clariallabes mutsindoziensis, Clariallabes petricola, Clariallabes platyprosopos, Clariallabes simeonsi, Clariallabes teugelsi, Clariallabes uelensis, Clariallabes variabilis, Clarias agboyiensis, Clarias albopunctatus, Clarias alluaudi, Clarias angolensis, Clarias anguillaris, Clarias buettikoferi, Clarias buthupogon, Clarias camerunensis, Clarias cavernicola, Clarias dhonti, Clarias dumerilii, Clarias ebriensis, Clarias engelseni, Clarias gabonensis, Clarias gariepinus, Clarias hilli, Clarias jaensis, Clarias laeviceps, Clarias lamottei, Clarias liocephalus, Clarias longior, Clarias maclareni, Clarias macromystax, Clarias ngamensis, Clarias nigromarmoratus, Clarias pachynema, Clarias platycephalus, Clarias salae, Clarias stappersii, Clarias submarginatus, Clarias theodorae, Clarias werneri, Clarotes laticeps, Clupeocharax schoutedeni, Clypeobarbus bellcrossi, Clypeobarbus bomokandi, Clypeobarbus congicus, Clypeobarbus hypsolepis, Clypeobarbus matthesi, Clypeobarbus pleuropholis, Clypeobarbus pseudognathodon, Clypeobarbus schoutedeni, Cobitis maroccana, Coelotilapia joka, Congocharax olbrechtsi, Congochromis dimidiatus, Congochromis pugnatus, Congochromis sabinae, Congochromis squamiceps, Congoglanis alula, Congolapia bilineata, Congothrissa gossei, Congresox talabonoides, Copadichromis atripinnis, Copadichromis azureus, Copadichromis borleyi, Copadichromis chizumuluensis, Copadichromis chrysonotus, Copadichromis cyaneus, Copadichromis cyanocephalus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.1382 2.0599,28.1382 2.0599,28.1382 -6.9401,37.1382 -6.9401,37.1382 2.0599))"
 ]
}

 The dataset includes 2606 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006936-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15827028
title: A Systematic Review to Unravel the True Meaning of Physical Assistant Robots (Dataset)

description: Data pertaining to the Systematic Review conducted for the article titled ‘A Systematic Review to Unravel the True Meaning of Physical Assistant Robots’.
DOI: 10.5281/zenodo.15827029
title: A Systematic Review to Unravel the True Meaning of Physical Assistant Robots (Dataset)

description: Data pertaining to the Systematic Review conducted for the article titled ‘A Systematic Review to Unravel the True Meaning of Physical Assistant Robots’.
DOI: 10.15468/dl.wqjymh
title: Occurrence Download

description: A dataset containing 5010212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2022-2023"
 ]
}

 The dataset includes 5010212 records from 2718 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006878-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdrt7d
title: Occurrence Download

description: A dataset containing 109258214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 109258214 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050069-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/f5fr7h
title: Data on coral species occurrences in Japan since 1929

description: This dataset contains the species occurrence record of zooxanthellate reef‐building corals at 1059 sites on the Japanese coast, recorded from 1929 to 2020. We compiled coral occurrence data including 482 species from 162 literature sources, most of which were written in Japanese and published as gray literature in local journals or individual reports. This dataset is published as a data paper in Ecological Research (see https://doi.org/10.1111/1440-1703.12136).
DOI: 10.15468/dl.9ntgqc
title: Occurrence Download

description: A dataset containing 613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes nigrum",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 613 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002972-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ka4kyc
title: Occurrence Download

description: A dataset containing 8234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes nigrum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8234 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002971-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977889
title: Impact of Minimum Motif Length (1 vs. 2) on Homopolymer Detection in Tandem Repeats

description: This dataset is related to our study on Tandem Repeats. For additional results and detailed information on mouse strains, please refer to https://zenodo.org/records/15313223.

The homopolymers_min1_vs_min2.rar archive is primarily intended to compare the effect of setting the minimum motif length to 1 versus 2 on homopolymer detection. The archive contains two subfolders and four files. The colab-repeat-finder subfolder includes the Python files used to run the scripts, with the key script being perfect_repeat_finder.py. The reference subfolder contains the mouse reference genome mm39.fa.

Using the example code provided in script_example.txt, two files can be generated: mm39.perfect.repeat.bed and mm39.perfect.repeat.setting1.bed. The file mm39.perfect.repeat.bed corresponds to results obtained with the minimum motif length set to 2, while mm39.perfect.repeat.setting1.bed corresponds to results with the minimum motif length set to 1.

The R script compare.R compares homopolymers between these two result files and includes detailed code annotations. The comparison shows that homopolymer detection results are identical whether the minimum motif length is set to 1 or 2.
DOI: 10.5281/zenodo.16977888
title: Impact of Minimum Motif Length (1 vs. 2) on Homopolymer Detection in Tandem Repeats

description: This dataset is related to our study on Tandem Repeats. For additional results and detailed information on mouse strains, please refer to https://zenodo.org/records/15313223.

The homopolymers_min1_vs_min2.rar archive is primarily intended to compare the effect of setting the minimum motif length to 1 versus 2 on homopolymer detection. The archive contains two subfolders and four files. The colab-repeat-finder subfolder includes the Python files used to run the scripts, with the key script being perfect_repeat_finder.py. The reference subfolder contains the mouse reference genome mm39.fa.

Using the example code provided in script_example.txt, two files can be generated: mm39.perfect.repeat.bed and mm39.perfect.repeat.setting1.bed. The file mm39.perfect.repeat.bed corresponds to results obtained with the minimum motif length set to 2, while mm39.perfect.repeat.setting1.bed corresponds to results with the minimum motif length set to 1.

The R script compare.R compares homopolymers between these two result files and includes detailed code annotations. The comparison shows that homopolymer detection results are identical whether the minimum motif length is set to 1 or 2.
DOI: 10.15468/dl.zt8v6c
title: Occurrence Download

description: A dataset containing 39776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Spergula morisonii"
 ]
}

 The dataset includes 39776 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002974-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ettqr3
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes nigrum",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002975-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/b44c-ap54
title: Data used in the development and validation of the RQ7 model

description: Data collated for the development and validation of the RQ7 model, used to generate statistics, figures and maps for analysis.
DOI: 10.15468/iomgfj
title: imr_mareano_beamtrawl

description: Data collected with a 2m beamtrawl towed about 200-300m. Dataset contains numbers and combined wet weight of specimen (down to 1 mg) within same species or higher taxonomic unit. Samples are preserved on formalin and then alcohol. After id the material is stored at the Bergen Museum, Bergen, Norway.
DOI: 10.5281/zenodo.14760356
title: Test files for running deeptools4

description: deepTools is a suite of python tools particularly developed for the efficient analysis of high-throughput sequencing data, such as ChIP-seq, RNA-seq or MNase-seq.
DOI: 10.15468/dl.yydt65
title: Occurrence Download

description: A dataset containing 9697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes nigrum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9697 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002976-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16978222
title: GrippeWeb - Daten des Wochenberichts

description: GrippeWeb ist ein Online-Portal des Robert Koch-Instituts (RKI). Es wurde im Jahr 2011 gegründet und ist das erste Webportal, das die Aktivität akuter Atemwegserkrankungen (ARE) in Deutschland beobachtet, und dabei Informationen direkt aus der Bevölkerung verwendet. Es ist ein robustes und zeitnahes System der partizipativen syndromischen Surveillance, welches aus den ganzjährigen wöchentlichen Selbstauskünften von Bürgerinnen und Bürgern gespeist wird und somit unabhängig von einer ärztlichen Konsultation ist. GrippeWeb wurde vom RKI u. a. als Überwachungsinstrument in der Vorbereitung und Bewältigung zukünftiger Pandemien entwickelt und als dieses auch zur Lagebewertung und Risikoeinschätzung der Coronavirus Disease 2019 (COVID-19) Pandemie genutzt.

Bei GrippeWeb registrierte Teilnehmer und Teilnehmerinnen, werden wöchentlich gefragt, ob sie eine neu aufgetretene Atemwegserkrankung hatten mit Symptomen wie z.B. Husten, Schnupfen, Halsschmerzen oder Fieber, oder ob dies nicht der Fall war. Darüber hinaus werden u.a. potentielle Erregernachweise abgefragt. Über diese Angaben lassen sich wöchentliche gewichtete Inzidenzen (pro 100.000 Einw.) von akuten Atemwegserkrankungen (ARE), und grippeähnlichen Erkrankungen (Influenza-like Illness = ILI) in der Bevölkerung schätzen. Die wöchentlich aktualisierten Ergebnisse werden jeden Freitag im GrippeWeb-Wochenbericht unter www.rki.de/grippeweb veröffentlicht sowie der Datensatz auf GitHub zur Verfügung gestellt.
DOI: 10.5281/zenodo.16978221
title: SARI-Hospitalisierungsinzidenz

description: Zur Einschätzung der Krankheitslast schwerer symptomatischer Atemwegsinfektionen im stationären Bereich wird mithilfe von Daten aus der syndromischen Krankenhaussurveillance ICOSARI die Inzidenz der Fälle, die mit einer schweren akuten respiratorischen Infektion (SARI) in ein Krankenhaus zur Behandlung aufgenommen wurden, pro 100.000 Einwohner berechnet. Zeitnahe und valide Daten über die Häufigkeit von SARI im zeitlichen Verlauf und im Kontext zirkulierender Atemwegserreger in der Bevölkerung sind essenziell für die Einschätzung der epidemiologischen Lage und die Entwicklung und Anpassung von Präventionsstrategien.
DOI: 10.15468/dl.gfq5ts
title: Occurrence Download

description: A dataset containing 37207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dermacentor"
 ]
}

 The dataset includes 37207 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002977-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nam379
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes nigrum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 205 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002978-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dlaxsw
title: imr_mareano_grab

description: Dataset contains species name, their number of specimen and wet-weight for each taxa (0,1 mg). Samples were originally preserved in formaline and later converted to ethanol. After identification samples are stored at Bergen Museum/University of Bergen.
DOI: 10.15468/dl.yw4tx2
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex chinensis"
 ]
}

 The dataset includes 166 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002979-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbfcjv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pagaronia confusa"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002982-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gecvl4
title: imr_mareano_rpsledge

description: Hyperbenthic decanted crustacea collected with Rothlisberg-Piercy sledge, hauls 5-10 min bottomtime. All samples after 2012 are preserved on board in ethanol. Taxa identified as detailed as possible. Specimens kept at Bergen Museum, Bergen, Norway.
DOI: 10.15468/dl.aypxvb
title: Occurrence Download

description: A dataset containing 44600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ajuga chamaepitys"
 ]
}

 The dataset includes 44600 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002981-250827131500795/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/12893377
title: SBO Incident Simulation for AP1000
DOI: 10.5281/zenodo.16978028
title: Special Olympics in Wartime A Comparative Analysis of Ukraine and Peer European Programs

description: This record provides the standardized English master questionnaire used to survey Special Olympics athletes and coaches in Ukraine, Germany, and the Czech Republic (March–May 2025). The instrument operationalizes Program Access and Quality (PAQ-SO), Perceived Organizational Support (POS-SO) – with sport-specific and psychosocial/humanitarian subscales – and psychosocial outcomes (PSS-4 stress, ULS-3 loneliness, BRS resilience). It includes response scales, scoring rules, accessibility guidance, and an assistance protocol to ensure neutral support for participants with intellectual disabilities. Certified translations (Ukrainian, German, Czech) were derived from this master via forward- and back-translation. Ethics approval: Research Ethics Committee of the Educational and Scientific Institute of Journalism (protocol no. ESIJ-REC-2025-0102, 28 February 2025). 
description: Figure 3B. Dumbbell comparison with 95% CI ticks. Group means for program access & support (PAQ-SO, POS–Sport, POS–Psychosocial) and psychosocial outcomes (PSS-4 stress, ULS-3 loneliness, BRS resilience) for Ukraine vs. Europe (Czech Republic & Germany). Error bars show 95% CIs (n = 150 per group; 2:1 athlete-to-coach ratio preserved). Within-Europe differences are descriptive (ns); omnibus group effect p < .001.
DOI: 10.5281/zenodo.16978029
title: Special Olympics in Wartime A Comparative Analysis of Ukraine and Peer European Programs

description: This record provides the standardized English master questionnaire used to survey Special Olympics athletes and coaches in Ukraine, Germany, and the Czech Republic (March–May 2025). The instrument operationalizes Program Access and Quality (PAQ-SO), Perceived Organizational Support (POS-SO) – with sport-specific and psychosocial/humanitarian subscales – and psychosocial outcomes (PSS-4 stress, ULS-3 loneliness, BRS resilience). It includes response scales, scoring rules, accessibility guidance, and an assistance protocol to ensure neutral support for participants with intellectual disabilities. Certified translations (Ukrainian, German, Czech) were derived from this master via forward- and back-translation. Ethics approval: Research Ethics Committee of the Educational and Scientific Institute of Journalism (protocol no. ESIJ-REC-2025-0102, 28 February 2025). 
description: Figure 3B. Dumbbell comparison with 95% CI ticks. Group means for program access & support (PAQ-SO, POS–Sport, POS–Psychosocial) and psychosocial outcomes (PSS-4 stress, ULS-3 loneliness, BRS resilience) for Ukraine vs. Europe (Czech Republic & Germany). Error bars show 95% CIs (n = 150 per group; 2:1 athlete-to-coach ratio preserved). Within-Europe differences are descriptive (ns); omnibus group effect p < .001.
DOI: 10.15468/dl.f82cvn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes rubrum",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002984-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4vurh
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes rubrum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 445 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002985-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pkwfp
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes rubrum",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 820 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002986-250827131500795/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/12893457
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pkwxqd
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes rubrum",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002990-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52m3ab
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "GadmGid is DEU.16_1",
 "Geometry POLYGON((10.80045 50.83393,11.24775 50.83393,11.24775 51.19824,10.80045 51.19824,10.80045 50.83393))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lacerta agilis"
 ]
}

 The dataset includes 394 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002988-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.