cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qt4z33
title: Occurrence Download

description: A dataset containing 3344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "KingdomKey is Plantae",
 "HasCoordinate is true",
 "Geometry POLYGON ((-155.8931 20.23268, -155.8817 20.16216, -155.8381 20.10038, -155.7915 20.04838, -155.6743 19.96694, -155.7226 19.92775, -155.9511 19.8429, -156.0241 19.76147, -156.0318 19.69551, -155.9728 19.59669, -155.95 19.49119, -155.9212 19.47668, -155.9241 19.43946, -155.888 19.33601, -155.9059 19.1513, -155.8933 19.0904, -155.841 19.02062, -155.6556 18.94782, -155.598 18.97686, -155.5585 19.04464, -155.5565 19.07796, -155.5085 19.13342, -155.4508 19.15091, -155.2997 19.26015, -155.1934 19.2585, -155.1326 19.27472, -154.9684 19.36196, -155.1367 19.3237, -155.2158 19.34145, -155.3192 19.46236, -155.3417 19.57101, -155.3956 19.65808, -155.3724 19.72088, -155.3252 19.78184, -155.3201 19.82761, -155.3429 19.89421, -155.4804 20.00649, -155.5548 20.02948, -155.6783 20.02892, -155.7372 20.05886, -155.8119 20.1882, -155.7999 20.20938, -155.7303 20.20419, -155.7707 20.2454, -155.8654 20.26783, -155.8931 20.23268), (-155.4254 19.76171, -155.5132 19.77922, -155.5516 19.80845, -155.5563 19.84287, -155.4913 19.87955, -155.4125 19.88328, -155.3976 19.87214, -155.3938 19.83132, -155.4254 19.76171), (-155.9115 19.72036, -155.8482 19.71769, -155.7833 19.6485, -155.8613 19.65607, -155.9115 19.72036), (-155.5594 19.75931, -155.4786 19.6945, -155.4588 19.59768, -155.413 19.55851, -155.3941 19.49023, -155.5841 19.29378, -155.7037 19.1838, -155.7398 19.1699, -155.7865 19.2465, -155.7884 19.34658, -155.755 19.41116, -155.719 19.57886, -155.6944 19.61454, -155.5893 19.68247, -155.5729 19.7559, -155.5594 19.75931), (-155.9052 19.74382, -155.9372 19.72124, -155.9306 19.69043, -155.8789 19.56402, -155.8118 19.48397, -155.814 19.12881, -155.8393 19.15935, -155.8615 19.24726, -155.8546 19.4174, -155.9727 19.72178, -155.9467 19.74594, -155.9052 19.74382), (-155.432 19.38751, -155.4472 19.31843, -155.6062 19.08836, -155.694 19.0685, -155.7042 19.10656, -155.6416 19.21354, -155.4869 19.35966, -155.432 19.38751))",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 3344 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009669-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7y1-hma-mtn
title: Conus terebra Born, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5517/ccdc.csd.cc28gvzl
title: CCDC 2099660: Experimental Crystal Structure Determination

description: Related Article: Walker R. Marks, Eric W. Reinheimer, Takele Seda, Lev N. Zakharov, John D. Gilbertson|2021|Inorg.Chem.|60|15901|doi:10.1021/acs.inorgchem.1c02285
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28lrbz
title: CCDC 2103391: Experimental Crystal Structure Determination

description: Related Article: Benjamin T. Jones, Javier García-Cárceles, Lewis Caiger, Ian R. Hazelden, Richard J. Lewis, Thomas Langer, John F. Bower|2021|J.Am.Chem.Soc.|143|15593|doi:10.1021/jacs.1c08615
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28gvby
title: CCDC 2099640: Experimental Crystal Structure Determination

description: Related Article: Walker R. Marks, Eric W. Reinheimer, Takele Seda, Lev N. Zakharov, John D. Gilbertson|2021|Inorg.Chem.|60|15901|doi:10.1021/acs.inorgchem.1c02285
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28lrc0
title: CCDC 2103392: Experimental Crystal Structure Determination

description: Related Article: Benjamin T. Jones, Javier García-Cárceles, Lewis Caiger, Ian R. Hazelden, Richard J. Lewis, Thomas Langer, John F. Bower|2021|J.Am.Chem.Soc.|143|15593|doi:10.1021/jacs.1c08615
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mfq
title: CCDC 2183033: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mgr
title: CCDC 2183034: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mhs
title: CCDC 2183035: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mjt
title: CCDC 2183036: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mkv
title: CCDC 2183037: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mlw
title: CCDC 2183038: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.dagg6z
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindropuntia fulgida",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 815 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000301-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2c8mmx
title: CCDC 2183039: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mny
title: CCDC 2183040: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mpz
title: CCDC 2183041: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mq0
title: CCDC 2183042: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c8mr1
title: CCDC 2183043: Experimental Crystal Structure Determination

description: Related Article: Zachary W. Schroeder, Robert McDonald, Michael J. Ferguson, Wesley A. Chalifoux, Rik R. Tykwinski, Dan Lehnherr|2022|J.Org.Chem.|87|16236|doi:10.1021/acs.joc.2c01755
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.xp488g
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Anser fabalis)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000302-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.15837798
title: SCOOTER: A Human Evaluation Framework for Unrestricted Adversarial Examples
title: ImageNet S-R50-N and Generated Adversarial Examples

description: SCOOTER Evaluation and Dataset Creation Process Data

This data collection contains the following information associated with our six initial SCOOTER studies:



The real image baseline (ImageNet S-R50-N), containing 2966 ImageNet instances that we used to generate adversarial examples (AEs)

Notes on how we processed the validation set images to generate ImageNet S-R50-N (see notes.txt and removed_or_modified.txt)

All AEs generated within our six SCOOTER studies (see the directories semanticadv/, cadv/, ncf/, diffattack/, advpp/, and aca/) + the collected ratings per image (see the Salman2020Do_R50_annotations.csv file per directory)

The ratings generated by GPT-4o (see 4o_ratings/)

The predictions of our victim model for all ImageNet Validation set images that displayed exactly one ImageNet object (>39,000 images, see predictions_salman_clean.csv)


The first four files are all contained in images_v1.0.0.zip, while the last file is stored separately. More information on how to process the information at hand is available at our GitHub repository: https://github.com/DrenFazlija/SCOOTER

SCOOTER Data 1.0.1

The repository now includes an additional file called scooter_db_entries.zip, which contains SQL table data that can be directly used to set up the web app:



modified.csv: All 6,924 generated modified images with their respective metadata (e.g., associated attack name and victim model)

real.csv: All 2,966 ImageNet S-R50-N images with their respective metadata.

atc.csv: All instruction manipulation check and bogus item images.

ishihara.csv: All Ishihara-like images.

cc.csv: All final comprehension check images.


For more information about the web app, check out the dedicated section of our repository: https://github.com/DrenFazlija/SCOOTER/tree/main/ui

Citation

Please cite the original paper when using (parts of) our data:

@misc{fazlija2025scooterhumanevaluationframework,
      title={SCOOTER: A Human Evaluation Framework for Unrestricted Adversarial Examples}, 
      author={Dren Fazlija and Monty-Maximilian Zühlke and Johanna Schrader and Arkadij Orlov and Clara Stein and Iyiola E. Olatunji and Daniel Kudenko},
      year={2025},
      eprint={2507.07776},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2507.07776}, 
}
DOI: 10.6084/m9.figshare.29544839
title: Datainh.sav

description: Cognitive inhibition, Stroop test, structured physical activity, unstructured physical activity, Moroccan children
DOI: 10.6084/m9.figshare.29544839.v1
title: Datainh.sav

description: Cognitive inhibition, Stroop test, structured physical activity, unstructured physical activity, Moroccan children
DOI: 10.15468/dl.bev5vm
title: Occurrence Download

description: A dataset containing 1166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum hirsutum"
 ]
}

 The dataset includes 1166 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000303-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg8bc5
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindropuntia kleiniae",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000306-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857942
title: Executive Function Predicts Self-Injurious Behaviour in Autistic Children With Co-Occurring Intellectual Disability, 2022-2023

description: The Self-Injurious Behaviour (SIB) Study was made up of a series of rigorous, inter-connected observational studies in samples of autistic children with an intellectual disability (ID) aged between 4-15 years. The study aimed to evaluate the feasibility of remotely administering a novel battery of direct executive functioning (EF) measures, examining potential links between direct and informant report measures of EF. The study also aimed to explore any potential relationships between SIB and both informant report and novel direct measures of EF.

Parents and caregivers (henceforth ‘caregivers’) across the United Kingdom first completed an eligibility screening call and were invited to take part in either four or five stages of the study dependent upon their eligibility;

For all participants:
1. A questionnaire survey (Online or paper versions available)
2. The Vineland Adaptive Behaviour Interview (via video conferencing software)
3. A comprehensive risk assessment (via video conferencing software)
4. A remote games session (via video conferencing software)
5. For participants who showed weekly self-injury, a ten-day remote sleep assessment (using Motionwatch 8 and paper diary)

Caregivers worked through aspects of the remote protocol as described above. Participation within the SIB Study took between 1 and 6 months, with overall data collection running from June 2022 January 2023. Families were recruited through existing databases, social media, special educational needs schools, charities and links with 19 supporting NHS sites across the UK.

Informant report data on SIB, EF and adaptive behaviour were collected for 171 autistic children with ID and a novel, developmentally appropriate EF task battery was administered remotely to a subsample (N = 126; mean age = 9.95, range 4-15, 28 female, 84.9% showed SIB).
DOI: 10.15468/dl.cj69ps
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adesmia incana"
 ]
}

 The dataset includes 441 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000305-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xahq5w
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Austrocactus ferrarii, Austrocactus philippii, Austrocactus spiniflorus, Eulychnia saint-pieana)"
 ]
}

 The dataset includes 107 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000307-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15863367
title: SUS Survey Results for Evaluating SIFOSA Usability in Nature-Based and Islamic Schools in Pariaman

description: This dataset contains processed results of a usability survey using the System Usability Scale (SUS) method for evaluating SIFOSA (Sistem Informasi Sekolah Alam). The system was implemented at Yayasan Darul Furqan, which runs nature schools, Islamic boarding schools (pesantren), and IT-based schools in Air Santok Village, Pariaman, Indonesia.

The survey was conducted among teachers, students, and school administrative staff, aiming to assess their experience in using the SIFOSA system. A total of 41 respondents rated 10 standard SUS items using a 5-point Likert scale. The resulting average SUS score was 78.5, categorized as "Good" in terms of usability, showing high user acceptance.

Key columns include:





Individual item ratings (Q1–Q10)




Positive/negative normalization




Total and final SUS score per respondent




Gender classification (e.g., Female)



This dataset supports the study:"Usability Evaluation of SIFOSA Using the System Usability Scale (SUS) Method", published for Scopus indexing.

The data can be reused for:





Educational usability benchmarking




Comparative UX research in rural vs urban school systems




Designing user-centric school information systems for low-tech environment
DOI: 10.5281/zenodo.15863368
title: SUS Survey Results for Evaluating SIFOSA Usability in Nature-Based and Islamic Schools in Pariaman

description: This dataset contains processed results of a usability survey using the System Usability Scale (SUS) method for evaluating SIFOSA (Sistem Informasi Sekolah Alam). The system was implemented at Yayasan Darul Furqan, which runs nature schools, Islamic boarding schools (pesantren), and IT-based schools in Air Santok Village, Pariaman, Indonesia.

The survey was conducted among teachers, students, and school administrative staff, aiming to assess their experience in using the SIFOSA system. A total of 41 respondents rated 10 standard SUS items using a 5-point Likert scale. The resulting average SUS score was 78.5, categorized as "Good" in terms of usability, showing high user acceptance.

Key columns include:





Individual item ratings (Q1–Q10)




Positive/negative normalization




Total and final SUS score per respondent




Gender classification (e.g., Female)



This dataset supports the study:"Usability Evaluation of SIFOSA Using the System Usability Scale (SUS) Method", published for Scopus indexing.

The data can be reused for:





Educational usability benchmarking




Comparative UX research in rural vs urban school systems




Designing user-centric school information systems for low-tech environment