cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.h6f5wc
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Flacourtia inermis Roxb.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 67 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002790-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h96snm
title: Occurrence Download

description: A dataset listing the 47 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset's 47 records were derived from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002788-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2zp-fmp-4e1
title: Talpa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9a9-e89-794
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ry1-e0g-wkf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6s-b9x-2fn
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/597-6wr-rat
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yg-wzg-19q
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aym-4l6-kse
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ykd-yth-jkb
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5v2-tfl-ckp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x36-r4n-elr
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h97-wqq-4bf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/my1-7kd-g9e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7q-s1m-87l
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1cz-6gl-b7t
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pgb-0p7-xgk
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vez-eff-824
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdq-efl-bml
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f19-2cr-blx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyn-fja-137
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11c-0j5-e2x
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wk-0lx-8vs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prk-e4b-vkl
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3x6-68z-r9m
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hz8-jgx-647
title: †Cyrtospirifer Nalivkin in Fredericks, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ks-rpd-bcg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pve-yk4-zmq
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e31-p3z-4be
title: Capra hircus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f64-dwg-ejg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/at9-gxd-n16
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djm-qch-lkd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8m-cp8-j71
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sk5-nmc-18h
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n51-bkg-2p2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qvz-yqz-071
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xzf-dzs-1lg
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egd-lvf-xhh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6h-6sn-tj3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/czr-37v-px5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pj4-cpc-5tj
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pg8-abl-4b7
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y43-dlj-lnt
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lc8-p4l-vhz
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.14212372
title: Datasets "Exploring the Impact of Apocarotenoids on Pathogenic Fusarium oxysporum f.sp. lini and Endophytic Fo47 strains".

description: Dataset 1 comprises files related to qPCR analysis, measurements of mass and spore counts, and assessments of colony size. Dataset 2 includes photographic documentation of Fol and Fo47 treatments, while Dataset 3 contains microscopic images of Fol and Fo47 following treatments. The UPLC dataset provides files detailing the analysis of fusaric acid production. These datasets support the findings presented in the article 'Exploring the Impact of Apocarotenoids on Pathogenic Fusarium oxysporum f. sp. lini and Endophytic Fo47 Strains.' Comprehensive information regarding the methods and experimental designs can be found within the article.
DOI: 10.5281/zenodo.14212373
title: Datasets "Exploring the Impact of Apocarotenoids on Pathogenic Fusarium oxysporum f.sp. lini and Endophytic Fo47 strains".

description: Dataset 1 comprises files related to qPCR analysis, measurements of mass and spore counts, and assessments of colony size. Dataset 2 includes photographic documentation of Fol and Fo47 treatments, while Dataset 3 contains microscopic images of Fol and Fo47 following treatments. The UPLC dataset provides files detailing the analysis of fusaric acid production. These datasets support the findings presented in the article 'Exploring the Impact of Apocarotenoids on Pathogenic Fusarium oxysporum f. sp. lini and Endophytic Fo47 Strains.' Comprehensive information regarding the methods and experimental designs can be found within the article.
DOI: 10.5281/zenodo.15467258
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250519q Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250519q Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15467259
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250519q Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250519q Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.ctpvqz
title: Occurrence Download

description: A dataset containing 39308 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 Nephrolepis Schott"
 ]
}

 The dataset includes 39308 records from 614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007925-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9zh3jnq
title: Juvenile Shorebird Morphological Data Collected in Alaska and Canada

description: This dataset consists of shorebird chick measurements (wing, primary feather 10, diagonal tarsus, and bill length) and body mass for various shorebird species captured in Alaska and Canada during 1978-2022. Researchers with the U.S. Geological Survey - Alaska Science Center, and collaborators from many government agencies and research institutions have studied shorebirds at numerous sites across North America. This release includes over 2,000 observations relating to 17 shorebird species.
DOI: 10.6084/m9.figshare.29104313
title: letter

description: letter
DOI: 10.15468/dl.8pt9fm
title: Occurrence Download

description: A dataset containing 179 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 Pasimachus obsoletus LeConte, 1846",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 179 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007926-250515123054153/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/11875209
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3886/e230361
title: PCOS Knowledge Survey

description: Amazon mTurk Survey of 382 cisgender females ages 18-30 residing in the United States. 200 respondents have a diagnosis of polycystic ovary syndrome (PCOS). Topics of inquiry include PCOS knowledge, common PCOS symptoms, depression and body image.
DOI: 10.3886/e230361v1
title: PCOS Knowledge Survey

description: Amazon mTurk Survey of 382 cisgender females ages 18-30 residing in the United States. 200 respondents have a diagnosis of polycystic ovary syndrome (PCOS). Topics of inquiry include PCOS knowledge, common PCOS symptoms, depression and body image.
DOI: 10.5281/zenodo.13852029
title: Data and Codes for Effects of the low-carbon energy transition on air pollution and health (2025).

description: This release includes all data and codes used to generate Figure 2, 3, and 5 in: Effects of the low-carbon energy transition on air pollution and health (2025).
DOI: 10.5281/zenodo.13852028
title: Data and Codes for Effects of the low-carbon energy transition on air pollution and health (2025).

description: This release includes all data and codes used to generate Figure 2, 3, and 5 in: Effects of the low-carbon energy transition on air pollution and health (2025).
DOI: 10.5281/zenodo.15466238
title: Data and Codes for Effects of the low-carbon energy transition on air pollution and health (2025).

description: This release includes all data and codes used to generate Figure 2, 3, and 5 in: Effects of the low-carbon energy transition on air pollution and health (2025).
DOI: 10.5281/zenodo.15466480
title: Multimodal-Human-Robot-Teaching-Dataset
title: Human-Robot-Teaching Interaction

description: Summary: This dataset was collected as part of the CISC (Collaborative Intelligence for Safety-Critical Systems) project under the Marie Skłodowska-Curie ITN programme. The data supports research in human-machine interaction and programming by demonstration in safety-critical environments.

It contains multimodal recordings, including eye-tracking data, human posture information (captured via a vision-based system), robot trajectory data, and questionnaire responses related to usability and cognitive load.

The dataset was collected through experiments involving human participants performing teaching tasks with a collaborative robot. All data has been anonymized in line with ethical approvals and is suitable for analysis in human factors, ergonomics, computer vision, and AI feedback systems.

This dataset can be used for academic research in machine learning, human-robot collaboration, and system evaluation studies.

Please cite this dataset if used in publications. Funding for this work was provided by the EU Horizon 2020 programme under Grant Agreement No.955901.

 

Multimodal Human-Robot Teaching Dataset: This dataset captures multimodal interaction data collected during a study on teaching robots through human demonstration. The data includes eye tracking, motion tracking, robot trajectory, and subjective evaluations from participants performing structured teaching tasks under different feedback conditions.

Experiment Overview: Participants(N=28) were asked to perform Pick-and-Place and Sliding tasks using a teaching-by-demonstration interface in a controlled experimental setup. Each participant experienced one of four feedback conditions: No Feedback-NF (Control) Visual Feedback-VF Descrptive Feedback-DF Mixed Feedback-MF Data was collected across multiple modalities to investigate how humans learn and teach robots, with an emphasis on usability, attention, and ergonomic performance.

participants.csv: Participant demographics (age, gender) subjective_responses.csv: NASA-TLX and SUS questionnaire responses per condition and task EyeTracking/: Gaze data and fixation metrics (participant → condition → task) MotionTracking/: Motion capture data

Use Case: This dataset can support research in: Human-robot interaction Cognitive load estimation Programming-by-demonstration systems Eye tracking analysis Multimodal machine learning

License: This dataset is shared under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Citation If you use this dataset, please cite our related data paper (DOI to be added soon).
DOI: 10.15468/dl.pcx94e
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Croatia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astacus astacus (Linnaeus, 1758)"
 ]
}

 The dataset includes 67 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007927-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mruy8x
title: Occurrence Download

description: A dataset containing 1048 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 Nephthytis Schott"
 ]
}

 The dataset includes 1048 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007929-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxvgsx
title: Occurrence Download

description: A dataset containing 307 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 Helluomorphoides ferrugineus (LeConte, 1853)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 307 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007930-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jqqkn
title: Occurrence Download

description: A dataset containing 35216115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 35216115 records from 3896 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007907-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpswnu
title: Occurrence Download

description: A dataset containing 266460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is iNaturalist Research-grade Observations",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 266460 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012232-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4a6z6
title: Occurrence Download

description: A dataset containing 1014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centrocercus urophasianus (Bonaparte, 1827)"
 ]
}

 The dataset includes 1014 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000632-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15541536
title: data_0
DOI: 10.5281/zenodo.15541537
title: data_0
DOI: 10.22002/12t8f-xbm82
title: Salmonella typhimurium

description: Session notes: Salmonella fliL minicells with T3SS Tilt series notes:  Tomogram notes:
description: <strong>Tilt Series Date:</strong> 2012-09-26</p>
<strong>Data Taken By:</strong> Morgan Beeby</p>
<strong>Species / Specimen:</strong> Salmonella typhimurium</p>
<strong>Strain:</strong> serovar Typhimurium str. LT2</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-66.0°, 66.0°), step: -1.5°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: 5.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> </p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-09-26-3/rawdata/</p>12sep26a_fliL_0010.st,  Tilt Series (Pixel Size 0.512 nm), 636.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-09-26-3/rawdata/12sep26a_fliL_0010.st"
        > <i class="download icon"></i> Download </a></p>

        12sep26a_fliL_0010.rec,  Reconstruction (Pixel Size 1.12 nm), 353.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2012-09-26-3/3dimage_23137/12sep26a_fliL_0010.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/zvjqm-3ge68
title: Campylobacter jejuni

description: Session notes: Campy flhAc Tilt series notes:  Tomogram notes:
description: <strong>Tilt Series Date:</strong> 2011-12-17</p>
<strong>Data Taken By:</strong> Morgan Beeby</p>
<strong>Species / Specimen:</strong> Campylobacter jejuni</p>
<strong>Strain:</strong> subsp. jejuni 81116</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1.5°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: 15.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> rundir</p>
<strong>Processing Software Used:</strong> </p>
description: Files available via S3 at ps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2011-12-17-7/rawdata/</p>11dec17a_flhAc_0010.st,  Tilt Series (Pixel Size 0.774 nm), 726.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2011-12-17-7/rawdata/11dec17a_flhAc_0010.st"
        > <i class="download icon"></i> Download </a></p>

        11dec17a_flhAc_0010.rec,  Reconstruction (Pixel Size 0.0 nm), 63.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/mba2011-12-17-7/3dimage_22201/11dec17a_flhAc_0010.rec"
        > <i class="download icon"></i> Download </a></p>