cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k5ujwt
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RB - Rio de Janeiro Botanical Garden Herbarium Collection",
 "TaxonKey is Euterpe edulis"
 ]
}

 The dataset includes 93 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033922-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.483cqd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petroselinum crispum",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033925-250920141307145/datasets/export for details.
DOI: 10.15468/dl.f7dktv
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil)",
 "TaxonKey is Cryptotis mayensis"
 ]
}

 The dataset includes 273 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033923-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/hvpchp
title: Great white shark (Carcharodon carcharias) location data from a satellite telemetry tag (ptt id 45869) deployed in the North Pacific Ocean from 2009-09-23 to 2009-12-13, deployment id 5f0668aa6321be13bc7ef669

description: This is the OBIS extraction of Great white shark (Carcharodon carcharias) location data from a satellite telemetry tag (ptt id 45869) deployed in the North Pacific Ocean from 2009-09-23 to 2009-12-13, deployment id 5f0668aa6321be13bc7ef669 from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0282700. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.7294/30226351
title: Data associated with "Student and Instructor Perceptions of Data Science Integration into Science and Engineering Courses"

description: Data science literacy is increasingly vital for undergraduate engineering and science students, yet questions remain about effective integration approaches across established curricula. This study presents a case study investigating the impact of integrating discipline-specific data science modules into existing undergraduate STEM courses at three different universities in the United States (US) through a multi-university research-practice partnership examining both student perspectives and instructor course assessments. Using mixed methods analysis of survey responses from 877 students and instructors' grades and interviews across six courses, we examined changes in students' perceptions of data science across various demographics, academic levels, and disciplines and compared student and instructor perspectives. Results show significant increases in students' self-reported motivation, skills, interest, and confidence after completing one or more modules, with initial perception being the strongest predictor of final perception after controlling for course and institution differences. Analysis revealed general alignment between student self-assessments and instructor evaluations. Students highlighted benefits including real-world applications and career relevance, while identifying challenges with data science tools and varying experience levels. These findings provide insights for engineering educators seeking to integrate data science into their curricula.
DOI: 10.7294/30226351.v1
title: Data associated with "Student and Instructor Perceptions of Data Science Integration into Science and Engineering Courses"

description: Data science literacy is increasingly vital for undergraduate engineering and science students, yet questions remain about effective integration approaches across established curricula. This study presents a case study investigating the impact of integrating discipline-specific data science modules into existing undergraduate STEM courses at three different universities in the United States (US) through a multi-university research-practice partnership examining both student perspectives and instructor course assessments. Using mixed methods analysis of survey responses from 877 students and instructors' grades and interviews across six courses, we examined changes in students' perceptions of data science across various demographics, academic levels, and disciplines and compared student and instructor perspectives. Results show significant increases in students' self-reported motivation, skills, interest, and confidence after completing one or more modules, with initial perception being the strongest predictor of final perception after controlling for course and institution differences. Analysis revealed general alignment between student self-assessments and instructor evaluations. Students highlighted benefits including real-world applications and career relevance, while identifying challenges with data science tools and varying experience levels. These findings provide insights for engineering educators seeking to integrate data science into their curricula.
DOI: 10.15468/cyrp7e
title: False killer whale (Pseudorca crassidens) location data from a satellite telemetry tag (ptt id 53631) deployed in the North Pacific Ocean, and the Papahanaumokuakea Marine National Monument from 2010-09-27 to 2010-10-01, deployment id 572d7a82d76c5c0b4d149751

description: This is the OBIS extraction of False killer whale (Pseudorca crassidens) location data from a satellite telemetry tag (ptt id 53631) deployed in the North Pacific Ocean, and the Papahanaumokuakea Marine National Monument from 2010-09-27 to 2010-10-01, deployment id 572d7a82d76c5c0b4d149751 from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0303314. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.6084/m9.figshare.30240552
title: HRSD_HDO1_DKDNL1_1

description: In this study, we aimed to evaluate BNR and investigate microbial community changes when the DO is reduced in the aerated portions of wastewater treatment trains.
DOI: 10.6084/m9.figshare.30240552.v1
title: HRSD_HDO1_DKDNL1_1

description: In this study, we aimed to evaluate BNR and investigate microbial community changes when the DO is reduced in the aerated portions of wastewater treatment trains.
DOI: 10.15468/dl.r6dh4m
title: Occurrence Download

description: A dataset containing 306616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is SAU",
 "OccurrenceStatus is Present",
 "Year 1999-2025"
 ]
}

 The dataset includes 306616 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033886-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8brxph
title: False killer whale (Pseudorca crassidens) location data from a satellite telemetry tag (ptt id 53644) deployed in the North Pacific Ocean from 2010-09-27 to 2010-11-18, deployment id 57320a75d76c5c4614614802

description: This is the OBIS extraction of False killer whale (Pseudorca crassidens) location data from a satellite telemetry tag (ptt id 53644) deployed in the North Pacific Ocean from 2010-09-27 to 2010-11-18, deployment id 57320a75d76c5c4614614802 from the U.S. Animal Telemetry Network (ATN). This extraction is a subset of detections intended to be useful for the OBIS network. The source dataset, containing the full set of detections, is available at NCEI: https://www.ncei.noaa.gov/archive/accession/0303261. The entire collection of satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN) can be found at: https://doi.org/10.25921/wp4e-ph20
DOI: 10.15468/dl.gh5h4h
title: Occurrence Download

description: A dataset containing 447848 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'PE'
 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.occurrencestatus = 'PRESENT'
 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 447848 records were derived from 1655 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033903-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgxjdb
title: Occurrence Download

description: A dataset containing 249106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "SpeciesKey is Sturnella neglecta Audubon, 1844",
 "HasCoordinate is TRUE",
 "Year is 2023"
 ]
}

 The dataset includes 249106 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020056-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x29ahv
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is Chinese Institute of Biology - Chinese Academy of Sciences",
 "GadmGid is CHN.5.12_1",
 {
 "or" : [
 "Geometry POLYGON((39.83314 10.54416,167.16686 10.54416,167.16686 61.45584,39.83314 61.45584,39.83314 10.54416))",
 "Geometry POLYGON((105.96369 34.25973,105.96451 34.21788,106.04001 34.22034,106.03263 34.26302,105.98749 34.27451,105.97272 34.26794,105.96369 34.25973))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020102-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83qhja
title: Occurrence Download

description: A dataset containing 94792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Buteogallus meridionalis (Latham, 1790)"
 ]
}

 The dataset includes 94792 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020095-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh8xqc
title: Occurrence Download

description: A dataset containing 7385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Ambystoma mavortium Baird, 1850)"
 ]
}

 The dataset includes 7385 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020103-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14170919
title: 3D localization AFM (3D-LAFM) density map of Annexin-V, membrane-bound in a p6 lattice

description: 3D localization AFM (3D-LAFM) density map of Annexin-V, membrane-bound in a p6 lattice, in .afm format and in .mrc format.

Note: The .afm file encodes details for constructing 3D-LAFM density maps and includes experimental conditions in its header. Using .afm files requires the additional installation of the AFM file encoder (available from GitHub). Once the relevant installation is complete, .afm files can be opened in ChimeraX via drag-and-drop. In contrast, .mrc files, which encode only the density values equivalent to .afm files, can be directly opened in ChimeraX without requiring additional software installation.

The deposited .afm file follows the 'AFM1' (metacode) format standard.
DOI: 10.5281/zenodo.14170918
title: 3D localization AFM (3D-LAFM) density map of Annexin-V, membrane-bound in a p6 lattice

description: 3D localization AFM (3D-LAFM) density map of Annexin-V, membrane-bound in a p6 lattice, in .afm format and in .mrc format.

Note: The .afm file encodes details for constructing 3D-LAFM density maps and includes experimental conditions in its header. Using .afm files requires the additional installation of the AFM file encoder (available from GitHub). Once the relevant installation is complete, .afm files can be opened in ChimeraX via drag-and-drop. In contrast, .mrc files, which encode only the density values equivalent to .afm files, can be directly opened in ChimeraX without requiring additional software installation.

The deposited .afm file follows the 'AFM1' (metacode) format standard.
DOI: 10.15468/dl.dj2985
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.5726 40.5382,18.53413 39.14125,22.3553 39.38506,22.3553 45.99493,12.80067 46.52771,10.91173 45.99493,11.74894 43.84009,15.9835 41.26762,17.5726 40.5382))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cystoseira C.Agardh, 1820"
 ]
}

 The dataset includes 382 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020104-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/spqpox
title: dataGM.tab

description: Granular materials. Some samples are submitted to confidential agreements and no information has been provided.
DOI: 10.57745/fqxsdf
title: dataset1.tab
DOI: 10.57745/ly8egk
title: dataset2.tab
DOI: 10.57745/yrj3s6
title: dataset3.tab
DOI: 10.6084/m9.figshare.27193905
title: The effect of intensive music practice on musical abilities and cognition: a study with professional musicians from Spanish Conservatories

description: <b>UNDER REVIEW</b>Vázquez-Fragua, L., Esteban-Rodríguez, L. & Ruiz-Sánchez de León, J.M. (2024). The effect of intensive music practice on musical abilities and cognition: a study with professional musicians from Spanish Conservatories. Music Education Research (<i>sent</i>)<b>ABSTRACT</b>This study aims to provide new evidence on whether intensive and continuous musical practice from childhood is associated with better cognitive performance in young adults. Most research on music cognition has focused on children or beginners, often with heterogeneous inclusion criteria. When research has been conducted with adult musicians, inconsistent results have been reported as a consequence, again, of creating heterogeneous groups of musicians. In this study we attempt to solve these sample selection problems by comparing 121 young professional musicians from Spanish Conservatories with 109 controls who are university students from non-music related disciplines which are mostly non-musicians or, at most, music amateurs. The results show that young professional musicians outperform university students in most cognitive variables, except for intelligence (IQ). Correlations were found between the intensity and duration of amateur music practice and cognitive variables in the control group. It is discussed whether there is an optimal window for music practice to improve cognitive skills, which occurs in the early years of music practice long before reaching the professional stage.
DOI: 10.6084/m9.figshare.27193905.v1
title: The effect of intensive music practice on musical abilities and cognition: a study with professional musicians from Spanish Conservatories

description: <b>UNDER REVIEW</b>Vázquez-Fragua, L., Esteban-Rodríguez, L. & Ruiz-Sánchez de León, J.M. (2024). The effect of intensive music practice on musical abilities and cognition: a study with professional musicians from Spanish Conservatories. Music Education Research (<i>sent</i>)<b>ABSTRACT</b>This study aims to provide new evidence on whether intensive and continuous musical practice from childhood is associated with better cognitive performance in young adults. Most research on music cognition has focused on children or beginners, often with heterogeneous inclusion criteria. When research has been conducted with adult musicians, inconsistent results have been reported as a consequence, again, of creating heterogeneous groups of musicians. In this study we attempt to solve these sample selection problems by comparing 121 young professional musicians from Spanish Conservatories with 109 controls who are university students from non-music related disciplines which are mostly non-musicians or, at most, music amateurs. The results show that young professional musicians outperform university students in most cognitive variables, except for intelligence (IQ). Correlations were found between the intensity and duration of amateur music practice and cognitive variables in the control group. It is discussed whether there is an optimal window for music practice to improve cognitive skills, which occurs in the early years of music practice long before reaching the professional stage.
DOI: 10.15468/dl.5ya3fu
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.5726 40.5382,18.53413 39.14125,22.3553 39.38506,22.3553 45.99493,12.80067 46.52771,10.91173 45.99493,11.74894 43.84009,14.51123 41.89817,15.9835 41.26762,17.5726 40.5382))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cystoseira C.Agardh, 1820"
 ]
}

 The dataset includes 382 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020105-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xazu5
title: Occurrence Download

description: A dataset containing 0 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 one of (Aspidistra glandulosa Pierre ex Gagnep.)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020106-241107131044228/datasets/export for details.
DOI: 10.57703/ce-9ypwm
title: P15

description: SPM Bruker Icon measurement with CSG01 tip in contact mode and scanasyst AIR tip in PF tapping (Scanasyst) mode.
DOI: 10.26165/juelich-data/5pb3gt
title: SimCATS_GaAs_v1_random_variations_v2

description: Dataset: SimCATS_GaAs_v1_random_variations_v2 Simulated data from the geometric SimCATS model (GitHub Repository, Paper) for benchmarking of semiconductor quantum dot tuning algorithms. Generated using this Jupyter Notebook and used for the final evaluation in Automated Charge Transition Detection in Quantum Dot Charge Stability Diagrams. Key Facts Contains pink, white random telegraph noise, transition blurring, and dot jumps Random variations of charge transitions, sensor, and distortions 1.000 randomly sampled configurations with 100 CSDs each (in total: 100.000 CSDs)   Usage To load the data, e.g. for calculating metrics, please have a look at SimCATS-Datasets (GitHub Repository, ReadTheDocs). The dataset can be loaded as numpy arrays using the function load_dataset or as PyTorch Dataset class (for machine learning purposes) using the class SimcatsDataset.
DOI: 10.5281/zenodo.14180923
title: 19310_2020_10_22_downUpshift_2_0_2_glu_dual_phluorin__glt1_psa1_ura7__thrice_00 (part 2)

description: High throughput time lapse experiment. Details can be found on the 'txt' files inside.
DOI: 10.5281/zenodo.14180924
title: 19310_2020_10_22_downUpshift_2_0_2_glu_dual_phluorin__glt1_psa1_ura7__thrice_00 (part 2)

description: High throughput time lapse experiment. Details can be found on the 'txt' files inside.
DOI: 10.5281/zenodo.14180044
title: Gnomadv4.1 Enhanced Allele Frequencies (EAF) for use in PhyloFrame

description: Source data to accompany manuscript: Equitable machine learning counteracts ancestral bias in precision medicine.
DOI: 10.5281/zenodo.14180045
title: Gnomadv4.1 Enhanced Allele Frequencies (EAF) for use in PhyloFrame

description: Source data to accompany manuscript: Equitable machine learning counteracts ancestral bias in precision medicine.
DOI: 10.15468/dl.wzxnr3
title: Occurrence Download

description: A dataset containing 7 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 one of (Aspidistra globosa Vislobokov & Nuraliev)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020108-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-2ny2d
title: P14

description: SPM Bruker Icon measurement with CSG01 tip in contact mode and scanasyst AIR tip in PF tapping (Scanasyst) mode.
DOI: 10.15468/dl.kwyurg
title: Occurrence Download

description: A dataset containing 3573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alternanthera nodiflora R.Br."
 ]
}

 The dataset includes 3573 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020109-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.