cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18609916
title: Qualitative Dataset: Neuroinclusive Accessibility Needs in Digital Citizen Science as Perceived by Neurodivergent Participants, Derived from the 2025 Neuro(Minorities)Science Ideation Session

description: Citizen science involves the active participation of members of the public in scientific research, with participants and professional scientists working together to generate new knowledge for both science and society. Digital citizen science is conducted via online platforms, enabling remote participation, collaboration, and data sharing.

A yet unpublished large-scale study, Zooniverse Participatory Research Platform as a Neuro-Shared Online Space: A User Survey (2024), conducted on Zooniverse, the world’s largest people-powered research platform, demonstrated that a substantial number of neurodivergent individuals contribute to digital citizen science (Apreleva et al., 2026a, in preparation). Despite this, and although digital citizen science platforms commonly follow internationally recognised digital accessibility standards such as the Web Content Accessibility Guidelines (WCAG) 2.2, the perspectives of neurodivergent participants have rarely been treated as a distinct design lens.

Neuro(Minorities)Science is an international working group of 89 adult neurodivergent citizen scientists and allies who collaborated in 2025 to develop actionable, neurodiversity-informed accessibility guidelines for digital citizen science. The project received ethical approval from the Central University Research Ethics Committee at the University of Oxford (R94294/RE001).

During the initial phase of the collaboration, an ideation session was conducted in which all group participants were invited to provide a brief response to the question: “What accessibility features must citizen science projects and platforms have to enable neurodivergent people to participate more actively and more comfortably in online citizen science?”

Anonymised responses were compiled into a dataset and pre-screened by the research lead to remove personal identifiers, as well as irrelevant or offensive content.

This study was funded by the European Union’s Horizon Europe research and innovation programme under grant agreement number 101058677, as part of the IMPETUS project accelerator 2025 (https://impetus4cs.eu).
DOI: 10.25549/rbm-c58-5363
title: Dog Maggie galloping

description: Dog Maggie galloping. This is plate 710, captioned "'Maggie' galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18699122
title: Linked collectors and determiners for: Revision of Andrachne sect. Pseudophyllanthus (Euphorbiaceae), with the description of two new species from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of Andrachne sect. Pseudophyllanthus (Euphorbiaceae), with the description of two new species from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bd0cdfd2-0c66-4ba1-929d-52fb8c0139a5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bd0cdfd2-0c66-4ba1-929d-52fb8c0139a5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129232
title: Linked collectors and determiners for: Revision of Andrachne sect. Pseudophyllanthus (Euphorbiaceae), with the description of two new species from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of Andrachne sect. Pseudophyllanthus (Euphorbiaceae), with the description of two new species from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/bd0cdfd2-0c66-4ba1-929d-52fb8c0139a5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/bd0cdfd2-0c66-4ba1-929d-52fb8c0139a5. Formatted as a Frictionless Data package.
DOI: 10.58053/mapbiomas/tiphn2
title: Coverage and transitions statistics by special territories - Legal Amazon - MapBiomas Brasil Collection 10.1

description: Area data (ha) of land cover class for the Legal Amazon territory from 1985 to 2024, based on MapBiomas Brazil Collection 10.1
DOI: 10.25549/rbm-c58-5327
title: Dogs Ike and Maggie racing

description: Dogs Ike and Maggie racing. This is plate 711, captioned "'Ike' and 'Maggie' racing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5332
title: Dogs Ike and Maggie racing

description: Dogs Ike and Maggie racing. This is plate 711, captioned "'Ike' and 'Maggie' racing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5329
title: Dogs Ike and Maggie racing

description: Dogs Ike and Maggie racing. This is plate 711, captioned "'Ike' and 'Maggie' racing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5330
title: Dogs Ike and Maggie racing

description: Dogs Ike and Maggie racing. This is plate 711, captioned "'Ike' and 'Maggie' racing" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18129236
title: Linked collectors and determiners for: Revision of the Traumatomutilla quadrinotata species-group (Hymenoptera: Mutillidae, Sphaeropthalminae): new synonyms, sex associations, and a new species from the Brazilian Atlantic Forest.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the Traumatomutilla quadrinotata species-group (Hymenoptera: Mutillidae, Sphaeropthalminae): new synonyms, sex associations, and a new species from the Brazilian Atlantic Forest". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c383cf79-740f-49c4-9320-be20f18f707d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c383cf79-740f-49c4-9320-be20f18f707d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18699125
title: Linked collectors and determiners for: Revision of the Traumatomutilla quadrinotata species-group (Hymenoptera: Mutillidae, Sphaeropthalminae): new synonyms, sex associations, and a new species from the Brazilian Atlantic Forest.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the Traumatomutilla quadrinotata species-group (Hymenoptera: Mutillidae, Sphaeropthalminae): new synonyms, sex associations, and a new species from the Brazilian Atlantic Forest". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c383cf79-740f-49c4-9320-be20f18f707d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c383cf79-740f-49c4-9320-be20f18f707d. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5418
title: Dog Dread jumping hurdle

description: Dog Dread jumping hurdle. This is plate 712, captioned "'Dread' jumping hurdle" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18129238
title: Linked collectors and determiners for: The taxonomy of Cyrtodactylus consobrinus (Peters, 1871) (Squamata, Gekkonidae) and the description of a new species from the Thai-Malay Peninsula.

description: Natural history specimen data linked to collectors and determiners held within, "The taxonomy of Cyrtodactylus consobrinus (Peters, 1871) (Squamata, Gekkonidae) and the description of a new species from the Thai-Malay Peninsula". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c6212135-bbcf-4cb4-9ec1-7e4591564ee4 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c6212135-bbcf-4cb4-9ec1-7e4591564ee4. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18699126
title: Linked collectors and determiners for: The taxonomy of Cyrtodactylus consobrinus (Peters, 1871) (Squamata, Gekkonidae) and the description of a new species from the Thai-Malay Peninsula.

description: Natural history specimen data linked to collectors and determiners held within, "The taxonomy of Cyrtodactylus consobrinus (Peters, 1871) (Squamata, Gekkonidae) and the description of a new species from the Thai-Malay Peninsula". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c6212135-bbcf-4cb4-9ec1-7e4591564ee4 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c6212135-bbcf-4cb4-9ec1-7e4591564ee4. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5409
title: Dog Dread jumping hurdle

description: Dog Dread jumping hurdle. This is plate 712, captioned "'Dread' jumping hurdle" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5413
title: Dog Dread jumping hurdle

description: Dog Dread jumping hurdle. This is plate 712, captioned "'Dread' jumping hurdle" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5414
title: Dog Dread jumping hurdle

description: Dog Dread jumping hurdle. This is plate 712, captioned "'Dread' jumping hurdle" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5422
title: Dog Dread jumping hurdle

description: Dog Dread jumping hurdle. This is plate 712, captioned "'Dread' jumping hurdle" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18612670
title: Qualitative Dataset: Neuroinclusive Accessibility Needs in Digital Citizen Science as Perceived by Zooniverse Participants, Derived from the 2024 User Survey

description: A large-scale study entitled Zooniverse Participatory Research Platform as a Neuro-Shared Online Space: A User Survey was conducted in 2024 on Zooniverse, the world’s largest people-powered research platform. The primary aims of the survey were to provide initial data on neurodiversity representation among contributors to digital citizen science and to gain first insights into the experiences of neurodivergent and neurotypical digital volunteers and researchers in this global, neuro-shared online space. The study received research ethics approval (R94294/RE001) from the Central University Research Ethics Committee at the University of Oxford.

A subset of these data, consisting of free-text responses to the question: “Do you think the Zooniverse research experience could be improved for people with neurodivergent conditions? If so, how?”, was used to inform the development of accessibility guidelines for neurodiversity-friendly digital citizen science as part of the Neuro(Minorities)Science project. Neuro(Minorities)Science is a lived-experience participatory research group of 89 neurodivergent citizen scientists and allies from multiple countries who work remotely and asynchronously, in writing, to improve the accessibility of digital citizen science projects and platforms globally.

This data subset was derived from 7,873 responses to a single survey question in 2024. The lead researcher manually pre-screened all responses to exclude: (1) blank fields (no response); (2) responses in languages other than English; (3) brief responses that did not address the question (e.g., “I don’t know,” “No opinion,” “I am not sure,” “Yes,” “No”); (4) irrelevant or explicitly abusive responses; and (5) personal identifiable information. This process resulted in 1,669 pre-filtered, de-identified free-text responses comprising the final dataset.

This study was funded by the European Union’s Horizon Europe research and innovation programme under grant agreement number 101058677, as part of the IMPETUS project accelerator 2025 (https://impetus4cs.eu).

____Warning: The free-text responses in this dataset have not been edited and reflect a wide range of perspectives. As a result, the dataset may contain political statements related to the provision of neurodiversity-related accommodations in research participation, as well as language that may be inconsiderate or potentially triggering.
DOI: 10.5281/zenodo.18612669
title: Qualitative Dataset: Neuroinclusive Accessibility Needs in Digital Citizen Science as Perceived by Zooniverse Participants, Derived from the 2024 User Survey

description: A large-scale study entitled Zooniverse Participatory Research Platform as a Neuro-Shared Online Space: A User Survey was conducted in 2024 on Zooniverse, the world’s largest people-powered research platform. The primary aims of the survey were to provide initial data on neurodiversity representation among contributors to digital citizen science and to gain first insights into the experiences of neurodivergent and neurotypical digital volunteers and researchers in this global, neuro-shared online space. The study received research ethics approval (R94294/RE001) from the Central University Research Ethics Committee at the University of Oxford.

A subset of these data, consisting of free-text responses to the question: “Do you think the Zooniverse research experience could be improved for people with neurodivergent conditions? If so, how?”, was used to inform the development of accessibility guidelines for neurodiversity-friendly digital citizen science as part of the Neuro(Minorities)Science project. Neuro(Minorities)Science is a lived-experience participatory research group of 89 neurodivergent citizen scientists and allies from multiple countries who work remotely and asynchronously, in writing, to improve the accessibility of digital citizen science projects and platforms globally.

This data subset was derived from 7,873 responses to a single survey question in 2024. The lead researcher manually pre-screened all responses to exclude: (1) blank fields (no response); (2) responses in languages other than English; (3) brief responses that did not address the question (e.g., “I don’t know,” “No opinion,” “I am not sure,” “Yes,” “No”); (4) irrelevant or explicitly abusive responses; and (5) personal identifiable information. This process resulted in 1,669 pre-filtered, de-identified free-text responses comprising the final dataset.

This study was funded by the European Union’s Horizon Europe research and innovation programme under grant agreement number 101058677, as part of the IMPETUS project accelerator 2025 (https://impetus4cs.eu).

____Warning: The free-text responses in this dataset have not been edited and reflect a wide range of perspectives. As a result, the dataset may contain political statements related to the provision of neurodiversity-related accommodations in research participation, as well as language that may be inconsiderate or potentially triggering.
DOI: 10.5281/zenodo.18699127
title: Linked collectors and determiners for: Drypetes (Euphorbiaceae) in Madagascar and the Comoro Islands.

description: Natural history specimen data linked to collectors and determiners held within, "Drypetes (Euphorbiaceae) in Madagascar and the Comoro Islands". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c96f81d7-ab78-42a7-ba14-34df2cd5d6c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c96f81d7-ab78-42a7-ba14-34df2cd5d6c0. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5429
title: Dog Dread jumping hurdle

description: Dog Dread jumping hurdle. This is plate 712, captioned "'Dread' jumping hurdle" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18129242
title: Linked collectors and determiners for: Drypetes (Euphorbiaceae) in Madagascar and the Comoro Islands.

description: Natural history specimen data linked to collectors and determiners held within, "Drypetes (Euphorbiaceae) in Madagascar and the Comoro Islands". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c96f81d7-ab78-42a7-ba14-34df2cd5d6c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c96f81d7-ab78-42a7-ba14-34df2cd5d6c0. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5446
title: Dog Smith aroused by a torpedo

description: Dog Smith aroused by a torpedo. This is plate 714, captioned "'Smith' aroused by a torpedo' from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18699128
title: Linked collectors and determiners for: Butterfly Pavilion's Colorado Invertebrate Surveys.

description: Natural history specimen data linked to collectors and determiners held within, "Butterfly Pavilion's Colorado Invertebrate Surveys". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c9769493-6cb5-4bf2-8ec7-259288b332ba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c9769493-6cb5-4bf2-8ec7-259288b332ba. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129240
title: Linked collectors and determiners for: Butterfly Pavilion's Colorado Invertebrate Surveys.

description: Natural history specimen data linked to collectors and determiners held within, "Butterfly Pavilion's Colorado Invertebrate Surveys". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/c9769493-6cb5-4bf2-8ec7-259288b332ba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/c9769493-6cb5-4bf2-8ec7-259288b332ba. Formatted as a Frictionless Data package.
DOI: 10.6084/m9.figshare.28869170
title: SAFE-HMA per basin

description: Snow Avalanche Frequency Estimation in High Mountain Asia (SAFE-HMA)License: Creative Commons Attribution 4.0 International (CC BY 4.0)<br><b>Overview:</b>The SAFE-HMA repository provides raster maps of snow avalanche deposit frequency across High Mountain Asia (HMA) for the period 1990–2023, using Landsat archives. The data were generated using the Snow Avalanche Frequency Estimation (SAFE) algorithm (Caiserman et al., 2022), extended here to nine major HMA basins.<br><b>Data Description:</b>Format: GeoTIFFSpatial resolution: 30 mTemporal coverage: 1990-2023 (33 years)Values: Number of years with detected avalanche deposits per pixel<br><b>Files:</b>SAFE_HMA_33ys_1990_2023_Thanlwin.tifSAFE_HMA_33ys_1990_2023_Ganga_Brahmaputra.tifSAFE_HMA_33ys_1990_2023_Indus.tifSAFE_HMA_33ys_1990_2023_Tarim.tifSAFE_HMA_33ys_1990_2023_Amu_Darya.tifSAFE_HMA_33ys_1990_2023_Balkhash.tifSAFE_HMA_33ys_1990_2023_Syr_Darya.tifSAFE_HMA_33ys_1990_2023_Junggar.tifSAFE_HMA_33ys_1990_2023_Turpan_Hami.tifreadme.txt<br>If you use these data, please cite both references below:<br>Caiserman, A., Sidle, R. C., Steiner, J., & Shibkov, E. (2026). Long-Term Snow Avalanche Trends in High Mountain Asia: Climatic Drivers and Impacts. Earth’s Future, 14(2), e2025EF006503. https://doi.org/10.1029/2025EF006503<br>Caiserman, A., Sidle, R. C., & Gurung, D. R. (2022). The Cryosphere, 16(8), 3295–3312. https://doi.org/10.5194/tc-16-3295-2022<br><b>Disclaimer:</b><br>This dataset contains avalanche deposit maps derived from remote sensing and associated processing and interpretation. While the data and workflow underwent careful validation, some uncertainties, omissions, and limitations may remain. The dataset is provided "as is" and without warranty of any kind, express or implied. To the maximum extent permitted by applicable law, the authors and their affiliated institutions disclaim any liability for any direct or indirect use of this dataset, or any outcomes resulting from its use. This product is not intended to be used as the sole basis for operational services, safety-critical applications, emergency management actions, or site-specific decisions. Users should apply appropriate caution and are encouraged to use complementary data sources, local knowledge, and expert judgment when interpreting or applying these results.The data was produced by the Mountain Societies Research Institute, University of Central Asia (Tajikistan-Kyrgyzstan).<br>