cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28282802.v1
title: Dataset of 2500 synthetic single-family floor plan images ranging from T0 to T4

description: This dataset comprises 2,500 images of synthetic floor plans generated using the EPSAP algorithm. The floor plans range from T0 (2 rooms) to T4 (10 rooms) house typologies. Each image has a width and height of 3000 px.One of the zip files is black and white, meaning the walls and openings are black. The second zip contains the same floor plans, but each room is assigned a color. The color scheme is:Walls and openings, RGB 0,0,0<br>"Hall", RGB 230,230,230<br>"Corridor", RGB 200,230,230<br>"Living Room", RGB 230,200,230<br>"Kitchen", RGB 230,230,200<br>"Bathroom", RGB 230,200,200<br>"Single Bedroom", RGB 200,200,230<br>"Master Bedroom", RGB 170,170,230<br>"Private Bathroom", RGB 230,170,170<br>"Double Bedroom A", RGB 140,140,230<br>"Double Bedroom B", RGB 110,110,230<br>"Living Room with Kitchnette", RGB 230,170,230<br>The generative design algorithm is EPSAP v2.4.0. You may find more information about it at:<br>– https://www.sciencedirect.com/science/article/pii/S0010448513000055<br>– https://www.sciencedirect.com/science/article/pii/S0010448513000031<br>– https://www.sciencedirect.com/science/article/pii/S0926580513001027<br>– https://www.sciencedirect.com/science/article/pii/S1364032119304435<br>This dataset can be utilized in machine learning, particularly for applications such as generative design and image retrieval.
DOI: 10.60707/e7ky-ja90
title: X-ray CT data for Bennu particle OREX-800172-0
DOI: 10.15468/dl.h9njn9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex agnus-castus",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000748-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3ajyg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Yuhina gularis",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000754-250827131500795/datasets/export for details.
DOI: 10.15468/dl.mkwkgq
title: Occurrence Download

description: A dataset containing 3154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplohymenium triste"
 ]
}

 The dataset includes 3154 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000752-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvwf7z
title: Occurrence Download

description: A dataset containing 3154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplohymenium triste"
 ]
}

 The dataset includes 3154 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000753-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85rpz5
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex agnus-castus",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000755-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amdvg9
title: Occurrence Download

description: A dataset containing 1235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterois miles",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 1235 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000756-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdsc3p
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desmophyllum dianthus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000757-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bazvny
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex agnus-castus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000760-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.599tdv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitex agnus-castus",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000761-250827131500795/datasets/export for details.
DOI: 10.60707/jeeq-k010
title: X-ray CT data for Bennu particle OREX-800171-0
DOI: 10.25430/researchdata.cab.unipd.it.00001631
title: BRAIN PROCESSING OF MUSIC FEATURES IN MUSICIANS AND NON-MUSICIANS: A PILOT STUDY

description: The present repository presents the data analyzed in the study "Brain processing of musical features in musicians and non-musicians: a pilot study" by Passarotto et al. (in review).

It contains electroencephalographic data from five pianists (P), five violinists (V), and five non-musicians (NM) recorded while listening to four audio recordings (track). Nine musical features from the audio recordings are also reported. EEG data was recorded using a 32-channel system and relative power (EEG_relative_power) in the delta [1-4] Hz, theta [4.5-7.5] Hz, alpha [8-12] Hz and beta [13-30] Hz bands were computed (EEG_band) for each channel (EEG_ch).

The database is provided in long-format. For further details, see the readme.txt file.
DOI: 10.15468/dl.wjmpy6
title: Occurrence Download

description: A dataset containing 12056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nuttallanthus canadensis"
 ]
}

 The dataset includes 12056 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000758-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7xg-qh7-j6h
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5281/zenodo.16964825
title: Data_WP5_2 Mental Health Surveys

description: This dataset was used to assess mental well-being, anxiety, and mood or depressive disorders, including at preclinical stages. The dataset includes responses provided by volunteers to internationally validated surveys, administered both before and after the intervention (Phase IIa and Phase IIb), employing the following standardized psychological instruments:

1)      State-Trait Anxiety Inventory (STAI): A widely used tool for measuring both state and trait anxiety. It is suitable for use in both clinical and general populations. Higher scores reflect higher levels of anxiety, helping to differentiate anxiety from depression (Spielberger et al., 1983).

2)      Perceived Stress Scale (PSS): Measures how individuals perceive stress in their lives, emphasizing their thoughts and feelings over the past month. Participants are encouraged to respond quickly and intuitively, minimizing overthinking (Cohen et al., 1983).

3)      Warwick-Edinburgh Mental Well-being Scale (WEMWBS): Designed to measure mental well-being in the general population and to evaluate the impact of programs, policies, and interventions aimed at improving well-being. The scale is available in two versions: the full 14-item version and a shorter 7-item version. The 14-item version uses five response categories, which are summed to produce an overall score (Tennant et al., 2007). 

Data are stored by ULL, and each data file is accompanied by a data dictionary to support the identification and interpretation of the variables, questions, and response options.
DOI: 10.5281/zenodo.16964826
title: Data_WP5_2 Mental Health Surveys

description: This dataset was used to assess mental well-being, anxiety, and mood or depressive disorders, including at preclinical stages. The dataset includes responses provided by volunteers to internationally validated surveys, administered both before and after the intervention (Phase IIa and Phase IIb), employing the following standardized psychological instruments:

1)      State-Trait Anxiety Inventory (STAI): A widely used tool for measuring both state and trait anxiety. It is suitable for use in both clinical and general populations. Higher scores reflect higher levels of anxiety, helping to differentiate anxiety from depression (Spielberger et al., 1983).

2)      Perceived Stress Scale (PSS): Measures how individuals perceive stress in their lives, emphasizing their thoughts and feelings over the past month. Participants are encouraged to respond quickly and intuitively, minimizing overthinking (Cohen et al., 1983).

3)      Warwick-Edinburgh Mental Well-being Scale (WEMWBS): Designed to measure mental well-being in the general population and to evaluate the impact of programs, policies, and interventions aimed at improving well-being. The scale is available in two versions: the full 14-item version and a shorter 7-item version. The 14-item version uses five response categories, which are summed to produce an overall score (Tennant et al., 2007). 

Data are stored by ULL, and each data file is accompanied by a data dictionary to support the identification and interpretation of the variables, questions, and response options.
DOI: 10.15468/dl.sm4px3
title: Occurrence Download

description: A dataset containing 82132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dianthus armeria"
 ]
}

 The dataset includes 82132 records from 1311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050066-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16965252
title: Image classification, photograph tagging, and visual cues for predictions

description: The ARXPHOTO314 dataset is a collection of image samples of photographs that could be found on users’ mobile devices. It contains 18320 samples that belong to 40 main categories, further organized under 314 classes of concepts that humans perceive in a photograph. All images are provided with a free license, and additionally, we include in the metadata the name of the photographer, the source repository and the image URL. It is suitable for the tasks of image classification and fine-grained image classification.
DOI: 10.5281/zenodo.16965253
title: Image classification, photograph tagging, and visual cues for predictions

description: The ARXPHOTO314 dataset is a collection of image samples of photographs that could be found on users’ mobile devices. It contains 18320 samples that belong to 40 main categories, further organized under 314 classes of concepts that humans perceive in a photograph. All images are provided with a free license, and additionally, we include in the metadata the name of the photographer, the source repository and the image URL. It is suitable for the tasks of image classification and fine-grained image classification.
DOI: 10.22002/c1z5g-rhf58
title: PW 1305

description: Pseudomonas aeruginosa strain PW 1305. Acquired from the Transposon mutant collection. (F7 CheW PW1305 phoAwp03q4D05).
description: <strong>Tilt Series Date:</strong> 2015-02-23</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Pseudomonas aeruginosa</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: 10.0 μm,  magnification: 34000x. </p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Streak on LB plates and incubate overnight at 37°C- Inoculate 5 mL MOPS Minimal Media Limited Nitrogen from plate and grow at 30°C for ~24 hours</p>
description: Files available via S3 at ps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-02-23-28/rawdata/</p>PseudomonasdeltaF7CheWTM0029.mrc,  Tilt Series (Pixel Size 0.32 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-02-23-28/rawdata/PseudomonasdeltaF7CheWTM0029.mrc"
        > <i class="download icon"></i> Download </a></p>

        PseudomonasdeltaF7CheWTM0029_part121_57.rec,  Reconstruction (Pixel Size 1.28 nm), 712.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-02-23-28/3dimage_52237/PseudomonasdeltaF7CheWTM0029_part121_57.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/a5340-hdr73
title: M. xanthus PilY1.3-sfGFP

description: PilY1.3-sfGFP (SA7661+pMAT321)Grid box YWC262
description: <strong>Tilt Series Date:</strong> 2017-11-27</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Myxococcus xanthus</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain form Lotte Sogaard-Andersen</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-11-27-135/rawdata/</p>20171127_YWC262_10140.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-11-27-135/rawdata/20171127_YWC262_10140.mrc"
        > <i class="download icon"></i> Download </a></p>

        20171127_YWC262_10140_full.rec,  Reconstruction (Pixel Size 1.56 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-11-27-135/3dimage_90804/20171127_YWC262_10140_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/547m1-2yj31
title: Azospirillum delta Operon1 and 4

description: prepared by Andreas
description: <strong>Tilt Series Date:</strong> 2015-08-25</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Azospirillum brasilense</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -8.0 μm,  magnification: 33000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Gladys Alexandre</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-08-25-10/3dimage_60655/</p>AK23August0009_part121_9.rec,  Reconstruction (Pixel Size 1.32 nm), 688.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-08-25-10/3dimage_60655/AK23August0009_part121_9.rec"
        > <i class="download icon"></i> Download </a></p>

        AK23August0009.mrc,  Tilt Series (Pixel Size 0.33 nm), 3.3 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-08-25-10/rawdata/AK23August0009.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.6zst9c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Styela plicata",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005726-250827131500795/datasets/export for details.
DOI: 10.22002/wfw25-htx34
title: twitching Pseudomonas WT

description: Box YWC219-2Cells incubated on grid to promote twitching
description: <strong>Tilt Series Date:</strong> 2016-08-23</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Pseudomonas aeruginosa</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 3.0°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Sample prepared in collaboration with Alex Persat</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2016-08-23-13/rawdata/</p>20160823_YWC219_20013.mrc,  Tilt Series (Pixel Size 0.39 nm), 1.2 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2016-08-23-13/rawdata/20160823_YWC219_20013.mrc"
        > <i class="download icon"></i> Download </a></p>

        20160823_YWC219_20013_part41_20.rec,  Reconstruction (Pixel Size 1.56 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2016-08-23-13/3dimage_78450/20160823_YWC219_20013_part41_20.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/xc60s-f1473
title: E.coli minicell/Pul T2SS

description: grid box YWC250strain PAP5359 (minCDE knockout)
description: <strong>Tilt Series Date:</strong> 2017-04-17</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain provided by Ingrid Guilvout in Olivera Francetic lab</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-04-17-9/rawdata/</p>20170417_YWC250_10009.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-04-17-9/rawdata/20170417_YWC250_10009.mrc"
        > <i class="download icon"></i> Download </a></p>

        20170417_YWC250_10009_full.rec,  Reconstruction (Pixel Size 1.56 nm), 534.5 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-04-17-9/3dimage_83880/20170417_YWC250_10009_full.rec"
        > <i class="download icon"></i> Download </a></p>