cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp2/nlb8it
title: CapnoBase IEEE TBME Respiratory Rate Benchmark

description: The CapnoBase TBME RR benchmark dataset contains 42 cases of 8-min recordings. In addition to the CO2 waveforms (capnograms), these cases have also the Photoplethysmogram (PPG) from pulse oximetry available. Labels from an expert are available for pulse peaks from PPG and breaths from CO2. Also, the benchmark contains the results from the Karlen et al. IEEE TBME paper on multi-parameter RR calculation. This can be used to directly compare algorithm performances.
The benchmark dataset is used by researchers to test and compare algorithms. &lt;b&gt;This dataset should not be used to train or tune an algorithm as it may bias the performance results.&lt;/b&gt;
description: Capnobase
description: This dataset contains the pulse oximetry benchmark data set that was used for the validation of the SmartFusion respiratory rate (RR) estimation algorithm. The SmartFusion estimates RR from the photoplethysmogram (PPG) using three respiratory induced variation of the PPG. The data in this set were derived from the CapnoBase dataset.
<br>
The dataset contains:
<br>
raw PPG signal for 42 cases of 8 min duration 
pulse peak and artifact labels validated by an expert rater
reference CO2 signal and derived instantaneous RR for all cases
reference ECG signal with R peak and artifact labels, validated by an expert rater
reference instantaneous HR derived from ECG and PPG pulse peak labels 
output of SmartFusion algorithm and sub-components when applied to this Benchmark data set for comparison with your algorithm
<br>
Each file contains a case of 8 minutes.<br>
Data types are:<br>
% param: samplingrates and case name, ventilation mode<br>
% meta: meta information such as demographics<br>
% signal: raw co2 and pleth signals<br>
% labels: labels for beats, breaths and artifacts obtained from a human rater<br>
% reference: trends derived from labels<br>
% SFresults: RR obtained using Smart Fusion approach, and steps thereof<br>
Check also the <i>README.txt</i> file in the root folder for more information.
<br>
<br>
<b>Revision History</b>:
<br>
03/01/2021 R4: transfer to dataverse with updated doi, added csv and preview files
11/02/2015 R3: adds demographics information such as weight, age and ventilation mode to the meta structure
01/05/2013 R2: 1) fixes erroneous reference.hr.pleth that were previously imported from signal that was not corrected for artifacts; 2) adds signal.ecg, labels.ecg, and reference.hr.ecg ; allows to compare hr against ECG 
28/04/2013 R1: initial public release
DOI: 10.15468/dl.vt9qmm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus decipiens adesmophloia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040884-251025141854904/datasets/export for details.
DOI: 10.15468/dl.nar4mp
title: Occurrence Download

description: A dataset containing 6123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosellinia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6123 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040886-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2p5cc
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.7188 21.59913, -105.5688 21.59913, -105.5688 21.74913, -105.7188 21.74913, -105.7188 21.59913))"
 ]
}

 The dataset includes 653 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040885-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/6c08b1b
title: Survey data analysis

description: include the raw data collected from the survey, the code from R used to clean the data, and then the model. The research aims to explore mining workers’ perceptions of how autonomous and automated systems affect their situational awareness, team communication, and trust. A cross-sectional online survey was designed to assess the perceptions and experiences of workers with automation. This can reveal insights into the interaction between workers and mining automation, as well as coordination with both team workers and automated systems that require improvement for better performance and safety.
DOI: 10.15468/dl.yb229m
title: Occurrence Download

description: A dataset containing 42582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Mantodea"
 ]
}

 The dataset includes 42582 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040888-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4reu4
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus falcata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 671 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040890-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lck-c6a-gl2
title: Teschenites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9k-wrv-6a6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1t1-l16-xe8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cht-0l4-cw5
title: Quinqueloculina candeiana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3nn-pfk-1gt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p3x-5kt-j97
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/40a-ytl-khk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/paz-xjz-1a9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t44-gct-wpf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0lv-23t-62g
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kad-7cq-b0p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xky-j4v-ka4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvw-620-4by
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gw8-pwv-yb5
title: Clavulina angularis d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jse-g0d-qfa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3z-lj0-hsv
title: Heterostegina depressa d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rp6-5m3-jgt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ylt-zzd-qrd
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqk-g8r-t8q
title: Terebratula Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rg6-75t-2nh
title: Dendritina striatopunctata Hofker, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mls-h5r-t7f
title: Neocomites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eps-4xn-sa5
title: †Orbitolites carpenteri Smout, 1963

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wct-g60-4gk
title: Phylloceras

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

description: A dataset listing the 19822 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "OccurrenceStatus is Present",
 "Year is 2021"
 ]
}

 The dataset's 19822 records were derived from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023932-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/vcw-dyp-2kb
title: Nonion boueanum (d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61z-0r1-8vh
title: Quinqueloculina vulgaris d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kj8-6l4-pt7
title: Rosalina valvulata d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0wx-tw5-sgs
title: Peneroplis planatus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fmp-p5h-shv
title: Homotrema rubrum (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpq-3kx-4ek
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lzm-89m-04s
title: Articularia sagra (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xkw-4ha-nht
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lt6-pbg-mz8
title: Uvigerina flintii Cushman, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s8q-aqp-2ld
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4pc4ya
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichopteroides binocularis (Beebe, 1932)",
 "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 ((8.9648 28.8496,-0.0352 28.8496,-0.0352 19.8496,8.9648 19.8496,8.9648 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008687-250525065834625/datasets/export for details.
DOI: 10.15468/dl.kuf8tg
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaetostoma vagum)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042045-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24403/jp.1490420
title: A collective drug high and personal downfall : Outside Looking In (T. C. Boyle) / von Luana de Souza Sutter
DOI: 10.15468/dl.gruery
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 223 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042046-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m327eg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042048-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/z963-r372
title: "Toxic-Bias Reasoning Dataset"

description: "The ToxicBias-Reasoning dataset is designed for bias detection and reasoning generation in online discourse, with a special focus on Indian sociocultural contexts. Each record includes a raw comment text, a binary bias label, one or more bias categories, and a natural language rationale explaining the classification. This structure enables training and evaluation of models not only for prediction but also for explainable AI in bias-sensitive applications.Columns:comment_text \u2013 Raw input text containing potential bias.category \u2013 One or more assigned categories: {caste, religion, race, gender, LGBTQ+, political} or none (non-bias).reason \u2013 Natural language rationale justifying the assigned category\/label.bias \u2013 Binary label: 1 = biased, 0 = non-biased.Dataset Statistics:Total Instances: 7,562Biased: 5,818Non-biased: 1,744Category Distribution: Race (2,211), Religion (1,783), Gender (651), LGBTQ+ (577), Political (774), Caste (247).Splits:Train\/Validation: Human-annotated labels + GPT-4o\u2013assisted human-in-the-loop rationales (5-fold cross-validation provided).Test: Fully human-annotated labels and rationales for high-quality evaluation.Use Cases:Binary Bias Detection (bias vs. non-bias).Multilabel Category Classification (detecting overlapping biases).Reasoning Generation (training\/evaluating explainable models that provide justifications)."
DOI: 10.34740/kaggle/dsv/12862208
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.pqjcyp
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042047-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24403/jp.1490702
title: „Did I draw this?“ : Sterben und Zeich(n)en einer Figur / von Tobias Funke
DOI: 10.5281/zenodo.16940044
title: Raw data supporting the manuscript on G6PC and FOXO1 in renal cell carcinoma

description: This dataset contains the raw data supporting the manuscript entitled “G6PC as a Tumor Suppressor in Renal Cell Carcinoma: A Multidimensional Analysis of Mechanisms and Clinical Implications.”

The dataset includes:





Uncropped Western blot images with molecular weight markers. Bands of interest (G6PC, FOXO1, β-actin) are clearly indicated.




Original experimental data tables, including cell viability (CCK-8), colony formation, wound healing, transwell assays, and xenograft tumor measurements.



All data are provided to ensure transparency and reproducibility of the results presented in the manuscript.
DOI: 10.5281/zenodo.16940045
title: Raw data supporting the manuscript on G6PC and FOXO1 in renal cell carcinoma

description: This dataset contains the raw data supporting the manuscript entitled “G6PC as a Tumor Suppressor in Renal Cell Carcinoma: A Multidimensional Analysis of Mechanisms and Clinical Implications.”

The dataset includes:





Uncropped Western blot images with molecular weight markers. Bands of interest (G6PC, FOXO1, β-actin) are clearly indicated.




Original experimental data tables, including cell viability (CCK-8), colony formation, wound healing, transwell assays, and xenograft tumor measurements.



All data are provided to ensure transparency and reproducibility of the results presented in the manuscript.
DOI: 10.15468/dl.3rtf6d
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is Eswatini",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042051-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9gqx9
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeobarbus somereni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042049-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjtfgd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042050-250811113504898/datasets/export for details.
DOI: 10.6084/m9.figshare.29979217
title: Hymenochaetales

description: Hymenochaetales
DOI: 10.6084/m9.figshare.29979217.v1
title: Hymenochaetales

description: Hymenochaetales
DOI: 10.6084/m9.figshare.29979226
title: Russian Criticism of Western Liberal Democracy: A Security Perspective

description: The main directions of Russian criticism of Western democracy in the context of Russian-Chinese rapprochement
DOI: 10.6084/m9.figshare.29979226.v1
title: Russian Criticism of Western Liberal Democracy: A Security Perspective

description: The main directions of Russian criticism of Western democracy in the context of Russian-Chinese rapprochement
DOI: 10.15468/dl.9s3zrv
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 104 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042054-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yetv9
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042055-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac64jq
title: Occurrence Download

description: A dataset containing 2412606 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'AU'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 2412606 records were derived from 2438 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042039-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15573996
title: Corporate Social Responsibility sebagai Strategi Meningkatkan Loyalitas Konsumen dan Citra Perusahaan: Kajian Sistematis Literatur 2018–2023
DOI: 10.5281/zenodo.15573997
title: Corporate Social Responsibility sebagai Strategi Meningkatkan Loyalitas Konsumen dan Citra Perusahaan: Kajian Sistematis Literatur 2018–2023
DOI: 10.15468/dl.82v4kq
title: Occurrence Download

description: A dataset containing 60700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Phacellodomus striaticeps (Orbigny & Lafresnaye, 1838), Tayassu pecari (Link, 1795), Pecari tajacu (Linnaeus, 1758))"
 ]
}

 The dataset includes 60700 records from 435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014837-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.