cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35111/7r78-ra45
title: 2019 NIST Speaker Recognition Evaluation Test Set -- CTS Challenge

description: <h3>Introduction</h3>
<p>2019 NIST Speaker Recognition Evaluation Test Set -- CTS Challenge was developed by the Linguistic Data Consortium (LDC) and NIST (National Institute of Standards and Technology). It contains approximately 635 hours of Tunisian Arabic telephone recordings for development and test, answer keys, enrollment, trial files and documentation from the CTS Challenge portion of the NIST-sponsored <a href="https://www.nist.gov/itl/iad/mig/nist-2019-speaker-recognition-evaluation">2019 Speaker Recognition Evaluation (SRE)</a>.</p>
<p>The ongoing series of SRE yearly evaluations conducted by NIST are intended to be of interest to researchers working on the general problem of text independent speaker recognition. To this end the evaluations are designed to be simple, to focus on core technology issues, to be fully supported and to be accessible to those wishing to participate.</p>
<p>The 2019 evaluation task was speaker detection, that is, to determine whether a specified target speaker was speaking during a segment of speech. The evaluation was conducted in two parts: (1) a leaderboard-style challenge based on conversational telephone speech from LDC's Call My Net 2 (CMN2) corpus; and (2) a separate evaluation using audio-visual material collected by LDC for the VAST (Video Annotation for Speech Technology) project. Further information about the evaluation is contained in the evaluation plan included in this release.</p>
<h3>Data</h3>
<p>The telephone speech data for the CTS Challenge was drawn from the CMN2 collection conducted by LDC in Tunisia in which Tunisian Arabic speakers called friends or relatives who agreed to record their telephone conversations lasting between 8-10 minutes. The speech segments include PSTN (public switched telephone network) and VOIP (voice over IP) data. This telephone speech is presented in sphere format as 8-bit a-law with a sample rate of 8000 KHz.</p>
<h3>Samples</h3>
<p>Please see the following <a href="desc/addenda/LDC2023S03.sph">audio sample</a>.</p>
<h3>Updates</h3>
<p>None at this time.</p>
DOI: 10.15468/dl.dujv95
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Arapaima gigas (Schinz, 1822)"
 ]
}

 The dataset includes 411 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018633-250426092105405/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/11706391
title: BOS Kemdikbud
DOI: 10.15468/dl.chyrsj
title: Occurrence Download

description: A dataset containing 4 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
 GBIF_WITHIN('POLYGON((-99.02003 19.24201,-98.93072 19.24201,-98.93072 19.30892,-99.02003 19.30892,-99.02003 19.24201))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 800 OR occurrence.acceptedtaxonkey = 800 OR occurrence.kingdomkey = 800 OR occurrence.phylumkey = 800 OR occurrence.classkey = 800 OR occurrence.orderkey = 800 OR occurrence.familykey = 800 OR occurrence.genuskey = 800 OR occurrence.specieskey = 800)
 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 4 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018629-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42waaz
title: Occurrence Download

description: A dataset containing 1036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.25976 7.12017,-76.32591 4.62943,-73.86906 4.54466,-73.97301 7.1483,-76.25976 7.12017))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saguinus leucopus (Günther, 1877)"
 ]
}

 The dataset includes 1036 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018634-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8p4j8
title: Occurrence Download

description: A dataset containing 131848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aptenodytes forsteri G.R.Gray, 1844"
 ]
}

 The dataset includes 131848 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018632-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e207101
title: Students' perception of SSQ, conception of VE and learning satisfaction

description: This study surveyed 10,721 Chinese secondary vocational students, part of the Basic Education Enhancement Three-Year Action Plan Program aimed at improving educational standards through advanced pedagogical methods, better infrastructure, and enhanced teacher training. Conducted from March 15 to July 1, 2022, the study utilized a purposeful stratified random sampling method to ensure a representative sample across X city’s diverse vocational educational landscape. The questionnaire assessed students' perceptions of school service quality, views on vocational education, and satisfaction with learning outcomes.
description: purposeful stratified random sampling technique
description: web-based survey;
DOI: 10.3886/e207101v1-177396
title: Students' perception of SSQ, conception of VE and learning satisfaction

description: This study surveyed 10,721 Chinese secondary vocational students, part of the Basic Education Enhancement Three-Year Action Plan Program aimed at improving educational standards through advanced pedagogical methods, better infrastructure, and enhanced teacher training. Conducted from March 15 to July 1, 2022, the study utilized a purposeful stratified random sampling method to ensure a representative sample across X city’s diverse vocational educational landscape. The questionnaire assessed students' perceptions of school service quality, views on vocational education, and satisfaction with learning outcomes.
description: purposeful stratified random sampling technique
description: web-based survey;
DOI: 10.15468/dl.uh8y9y
title: Occurrence Download

description: A dataset containing 581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 581 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018635-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15353227
title: DMPQV Competency Questions
DOI: 10.5281/zenodo.15353228
title: DMPQV Competency Questions
DOI: 10.5281/zenodo.15353182
title: Treatment Response Groups (TRGs) for use in landscape-scale assessments of fuel treatment types and locations in the Snake River Plain, Northern Basin and Range, and Central Basin and Range level III ecoregions in the western United States

description: This data publication contains raster spatial data (GeoTIFF) representing Treatment Response Groups (TRGs) - sagebrush and pinyon-juniper (PJ) vegetation associations that differ in resilience and resistance and thus responses to fuel treatments - for use in landscape-scale assessments of fuel treatment types and locations in the Snake River Plain, Northern Basin and Range, and Central Basin and Range level III ecoregions in the Great Basin region of the western United States, which includes portions of Nevada, Idaho, Oregon, and Utah. We aggregated the base set of TRGs into TRG combinations with varying responses to woody fuel treatments based on the dominant sagebrush association, the presence ofpinyon-juniper expansion into the sagebrush associations, resilience to disturbance, and resistance to the invasive annual grass, cheatgrass (Bromus tectorum). We assigned fuel treatments to each TRG based on a review of post-treatment fire behavior and ecological responses. These data represent conditions from 2016-2022.
DOI: 10.5281/zenodo.15353183
title: Treatment Response Groups (TRGs) for use in landscape-scale assessments of fuel treatment types and locations in the Snake River Plain, Northern Basin and Range, and Central Basin and Range level III ecoregions in the western United States

description: This data publication contains raster spatial data (GeoTIFF) representing Treatment Response Groups (TRGs) - sagebrush and pinyon-juniper (PJ) vegetation associations that differ in resilience and resistance and thus responses to fuel treatments - for use in landscape-scale assessments of fuel treatment types and locations in the Snake River Plain, Northern Basin and Range, and Central Basin and Range level III ecoregions in the Great Basin region of the western United States, which includes portions of Nevada, Idaho, Oregon, and Utah. We aggregated the base set of TRGs into TRG combinations with varying responses to woody fuel treatments based on the dominant sagebrush association, the presence ofpinyon-juniper expansion into the sagebrush associations, resilience to disturbance, and resistance to the invasive annual grass, cheatgrass (Bromus tectorum). We assigned fuel treatments to each TRG based on a review of post-treatment fire behavior and ecological responses. These data represent conditions from 2016-2022.
DOI: 10.15468/dl.75m3r9
title: Occurrence Download

description: A dataset containing 1139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mauremys caspica (Gmelin, 1774)"
 ]
}

 The dataset includes 1139 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018636-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vchwm
title: Occurrence Download

description: A dataset containing 39778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.83888 6.01495,-75.8415 5.98648,-75.84824 5.96962,-75.86547 5.94228,-75.85648 5.93291,-75.83963 5.92205,-75.82277 5.90069,-75.79542 5.87896,-75.77257 5.88084,-75.76133 5.89732,-75.76507 5.90856,-75.77107 5.91793,-75.76245 5.92354,-75.75009 5.93104,-75.73398 5.92879,-75.71413 5.92767,-75.68266 5.9449,-75.67666 5.98086,-75.70439 5.9921,-75.719 5.99997,-75.74072 6.00746,-75.75871 6.00559,-75.77669 6.00297,-75.79842 6.00484,-75.8179 6.00709,-75.83888 6.01495))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 39778 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018637-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqf6ng
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena winnemuccana LaBerge, 1973"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018638-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ntgfm
title: Occurrence Download

description: A dataset containing 15078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colocasia esculenta (L.) Schott",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 15078 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018640-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15353244
title: DMPQV Competency Questions
DOI: 10.5281/zenodo.15353245
title: DMPQV Competency Questions
DOI: 10.25919/hxc4-dh28
title: Parkes observations for project PX500 semester 2025APRS_07

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.25919/sas3-tb52
title: Parkes observations for project P595 semester 2025APRS_04

description: We propose to continue the PULSE@Parkes project in which high school students from Australia and around the World use the Parkes radio telescope in a remote observing model to observe and analyse pulsar data. The data from some PULSE@Parkes observations are used to support the space missions, other observations supplement the P456 Pulsar Timing Array project and the remainder were chosen in order to make a detailed analysis of pulsar timing irregularities and intermittency.
DOI: 10.25919/y75y-xk93
title: Parkes observations for project PX500 semester 2025APRS_06

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.15468/dl.3wm43c
title: Occurrence Download

description: A dataset containing 6671 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Numida meleagris (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 6671 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018641-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqv6pb
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Liberia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophira alata Banks ex C.F.Gaertn."
 ]
}

 The dataset includes 128 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018642-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cywhs
title: Occurrence Download

description: A dataset listing the 6985 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Central African Republic",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 6985 records were derived from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005172-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5ty7-te33
title: "Simulation Data: AGI-Enabled Biconnectivity-Preserving Flocking with Fast Obstacle Avoidance for UAV Swarms in Low Altitude"

description: "The data and scripts are used to reproduce the results of the paper \"AGI-Enabled Biconnectivity-Preserving Flocking with Fast Obstacle Avoidance for UAV Swarms in Low Altitude\"."
DOI: 10.5281/zenodo.15535684
title: Research data for publication DOI: 10.1002/admt.202401404

description: Data from this project are mostly in excel files in a table format. These data comprise e.g.
- pseudonymized medical data from patient samples (age, sex, type of tumor, BRAF mutation status as determined by NGS, tumor tissue % in biopsy, grade, TNM, therapy, etc.)
- digital PCR data 
- data for calculating receiver operating characteristic (ROC) curves
- images showing gel electrophoresis of various samples under various experimental conditions
- optical density tables
- statistical data and tests (to show method accuracy, specificity, sensitivity etc.)
- electrochemical data in a form of electric current values for each sample (replicate values) in various experimental setups (optimization studies, calibration plots, real sample analysis etc.) and their graphical visualization
DOI: 10.5281/zenodo.15535685
title: Research data for publication DOI: 10.1002/admt.202401404

description: Data from this project are mostly in excel files in a table format. These data comprise e.g.
- pseudonymized medical data from patient samples (age, sex, type of tumor, BRAF mutation status as determined by NGS, tumor tissue % in biopsy, grade, TNM, therapy, etc.)
- digital PCR data 
- data for calculating receiver operating characteristic (ROC) curves
- images showing gel electrophoresis of various samples under various experimental conditions
- optical density tables
- statistical data and tests (to show method accuracy, specificity, sensitivity etc.)
- electrochemical data in a form of electric current values for each sample (replicate values) in various experimental setups (optimization studies, calibration plots, real sample analysis etc.) and their graphical visualization
DOI: 10.15468/dl.j3cnsg
title: Occurrence Download

description: A dataset containing 6364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Gnephosis Cass."
 ]
}

 The dataset includes 6364 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001517-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my3gex
title: Occurrence Download

description: A dataset containing 1541619882 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1541619882 records from 17975 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000990-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftzvjm
title: Occurrence Download

description: A dataset containing 128744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antennaria dioica",
 "Year 1957-2022"
 ]
}

 The dataset includes 128744 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035643-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhh9mw
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stomias boa boa"
 ]
}

 The dataset includes 846 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035665-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cn2zj
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus reticulata"
 ]
}

 The dataset includes 403 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035666-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.