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4,404 results for “digits”

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zenodo40/100

Survey - digital skills and forests visit in Warsaw agglomeration

<p>The database contains the results of a survey conducted among a sample of over 1,400 people living in the Warsaw agglomeration. The study focused on determining the digital skills of residents and the use of digital tools when planning and visiting forest areas. It also examined which applications are used to share content about spending time in forests and how this content is shared.</p>

opencc-by-4.0Oct 2024View details →
zenodo40/100

Dataset for Unauthorized Access Attacks on Digital Meter SICAM via TCP/IP Communication

<p>This dataset captures network traffic involving unauthorized access attacks on a Digital Meter SICAM device within a controlled test environment. It includes both normal operations and simulated attacks over TCP/IP communication. The clean traffic records legitimate interactions between the Control Station and the SICAM meter, including successful logins, data retrievals, and routine logoffs at specified timestamps. The attack traffic documents an intruder's activities after infiltrating the network: conducting network scans with Nmap, executing dictionary and brute-force attacks using Hydra to discover passwords, and accessing measured values on the SICAM meter.</p>

opencc-by-4.0Oct 2024View details →
zenodo40/100

Zurich Participatory Budgeting Digital Voting Experiment

<p>This release contains the dataset from the study Designing Digital Voting Systems for Citizens: Achieving Fairness and Legitimacy in Participatory Budgeting. The experiment, conducted in March 2023 with 180 participants from ETH Zurich and the University of Zurich, explores how different voting input formats and aggregation methods (Greedy and MES) affect citizens' perceptions of fairness and trustworthiness in Participatory Budgeting (PB).</p> <p>The dataset includes:</p> <ul> <li>Voting data across six formats (A-F).</li> <li>Participants' perceptions of fairness and voting ease.</li> <li>Responses to simulated voting outcomes.</li> </ul> <p>This research is part of a Swiss National Science Foundation (SNSF) project (NRP 77 Digital Transformation, project no. 187249).&nbsp;</p> <h4>Citation:</h4> <p>If you use the data, please cite the study as follows:</p> <p>Joshua C. Yang, Carina I. Hausladen, Dominik Peters, Evangelos Pournaras, Regula H&auml;nggli Fricker, and Dirk Helbing. 2024. Designing Digital Voting Systems for Citizens: Achieving Fairness and Legitimacy in Participatory Budgeting. ACM Digital Government: Research and Practice. <a href="https://doi.org/10.1145/3665332" target="_new" rel="noopener">https://doi.org/10.1145/3665332</a></p>

opencc-by-4.0Oct 2024View details →
zenodo40/100

CHARACTERIZATION OF BREAST LESIONS BY PROCESSING DIGITAL BREAST IMAGES

<p><span>This Rendering to the World Health Organization, women in both developed and developing nations are most likely to develop breast cancer. This illness causes breast cells to grow and multiply out of control. According to research institutes and international organizations, there are various screening methods available based on age, and breast cancer can be cured if detected in time. The Breast Imaging Reporting and Data System (BIRADS) is a standardized system that is commonly used in these techniques to report results and findings. Results are sorted by BIRADS into six categories, numbered 0 through 6. Furthermore, mammography is the most widely utilized screening technique.</span></p> <p><span>This study suggests using mammography data processing to identify breast lesions. Adaptive filters are used for image cropping and contrast enhancement during the pre-processing phase. The pectoral muscle is then segmented using segmentation techniques that consider morphological and area growth factors. The lesion is then divided into sections at the muscle and breast levels using the Discrete Wavelet Transform (DWT), which finds any micro calcifications. Furthermore, to distinguish between dense lesions and other kinds of lesions, an area cultivation approach combined with multiple thresholding techniques is employed. Lastly, the obtained segmentation is used to extract textural and morphological features.</span></p> <p><span>When expert-segmented and automatically segmented images were compared, the Sorensen Decade similarity index was 0.73, indicating the effectiveness of the suggested method. Considering that the lesion area on a mammogram can only be roughly delineated by hand or automatically, this is a promising outcome.</span></p>

opencc-by-4.0Oct 2024View details →
zenodo40/100

Linked collectors and determiners for: Vascular plants from European Russia in the CSBG SB RAS Digital herbarium.

Natural history specimen data linked to collectors and determiners held within, "Vascular plants from European Russia in the CSBG SB RAS Digital herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/85f9137e-8aec-4e0b-9ed6-0af4dbe491e8">https://bionomia.net/dataset/85f9137e-8aec-4e0b-9ed6-0af4dbe491e8</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/85f9137e-8aec-4e0b-9ed6-0af4dbe491e8">https://gbif.org/dataset/85f9137e-8aec-4e0b-9ed6-0af4dbe491e8</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Flora Sumatra: Digitizing and data basing specimens of the Sumatran Flora deposited at Herbarium Universitas Andalas (ANDA)-Part 2.

Natural history specimen data linked to collectors and determiners held within, "Flora Sumatra: Digitizing and data basing specimens of the Sumatran Flora deposited at Herbarium Universitas Andalas (ANDA)-Part 2". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/39e85504-1ebe-4671-be65-19ccdc1d7c7d">https://bionomia.net/dataset/39e85504-1ebe-4671-be65-19ccdc1d7c7d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/39e85504-1ebe-4671-be65-19ccdc1d7c7d">https://gbif.org/dataset/39e85504-1ebe-4671-be65-19ccdc1d7c7d</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Family Primulaceae in Digital Herbaria of CSBG SB RAS (NS).

Natural history specimen data linked to collectors and determiners held within, "Family Primulaceae in Digital Herbaria of CSBG SB RAS (NS)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/f8b3dfc3-e0d9-4173-a63b-436aedce0469">https://bionomia.net/dataset/f8b3dfc3-e0d9-4173-a63b-436aedce0469</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f8b3dfc3-e0d9-4173-a63b-436aedce0469">https://gbif.org/dataset/f8b3dfc3-e0d9-4173-a63b-436aedce0469</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Taxonomy and Biogeography without frontiers – WhatsApp, Facebook and smartphone digital photography let citizen scientists in more remote localities step out of the dark.

Natural history specimen data linked to collectors and determiners held within, "Taxonomy and Biogeography without frontiers – WhatsApp, Facebook and smartphone digital photography let citizen scientists in more remote localities step out of the dark". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/d9953b25-4b14-437c-aecf-1ccb60e8d698">https://bionomia.net/dataset/d9953b25-4b14-437c-aecf-1ccb60e8d698</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/d9953b25-4b14-437c-aecf-1ccb60e8d698">https://gbif.org/dataset/d9953b25-4b14-437c-aecf-1ccb60e8d698</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Digitized specimen conserved in CRSN herbarim from Kahuzi-Biega National Park.

Natural history specimen data linked to collectors and determiners held within, "Digitized specimen conserved in CRSN herbarim from Kahuzi-Biega National Park". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/c9b2b2ff-6596-4162-aac2-9a39a45c4e8d">https://bionomia.net/dataset/c9b2b2ff-6596-4162-aac2-9a39a45c4e8d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/c9b2b2ff-6596-4162-aac2-9a39a45c4e8d">https://gbif.org/dataset/c9b2b2ff-6596-4162-aac2-9a39a45c4e8d</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Genus Rhododendron in Digital herbarium of CSBG SB RAS (NS, NSK).

Natural history specimen data linked to collectors and determiners held within, "Genus Rhododendron in Digital herbarium of CSBG SB RAS (NS, NSK)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/a85dfdfc-345c-4b02-ba1e-140ca992b662">https://bionomia.net/dataset/a85dfdfc-345c-4b02-ba1e-140ca992b662</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a85dfdfc-345c-4b02-ba1e-140ca992b662">https://gbif.org/dataset/a85dfdfc-345c-4b02-ba1e-140ca992b662</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Family Primulaceae in Digital Herbaria of CSBG SB RAS (NSK).

Natural history specimen data linked to collectors and determiners held within, "Family Primulaceae in Digital Herbaria of CSBG SB RAS (NSK)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/769dbaf7-8238-43fa-9717-90973e41706d">https://bionomia.net/dataset/769dbaf7-8238-43fa-9717-90973e41706d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/769dbaf7-8238-43fa-9717-90973e41706d">https://gbif.org/dataset/769dbaf7-8238-43fa-9717-90973e41706d</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Naturalis Biodiversity Center (NL) - Museum collection digitized at storage unit level.

Natural history specimen data linked to collectors and determiners held within, "Naturalis Biodiversity Center (NL) - Museum collection digitized at storage unit level". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/62d82928-dc6f-40dc-85b3-f2be47e7b49a">https://bionomia.net/dataset/62d82928-dc6f-40dc-85b3-f2be47e7b49a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/62d82928-dc6f-40dc-85b3-f2be47e7b49a">https://gbif.org/dataset/62d82928-dc6f-40dc-85b3-f2be47e7b49a</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: The digitization of plant specimens of NTU.

Natural history specimen data linked to collectors and determiners held within, "The digitization of plant specimens of NTU". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/29d56be4-2b76-4a05-887d-633a3c6a9a83">https://bionomia.net/dataset/29d56be4-2b76-4a05-887d-633a3c6a9a83</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/29d56be4-2b76-4a05-887d-633a3c6a9a83">https://gbif.org/dataset/29d56be4-2b76-4a05-887d-633a3c6a9a83</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Abromeit's Catalogue Digitization.

Natural history specimen data linked to collectors and determiners held within, "Abromeit's Catalogue Digitization". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/52b30c1a-80cd-4a67-97f6-1fefc8d2d3e6">https://bionomia.net/dataset/52b30c1a-80cd-4a67-97f6-1fefc8d2d3e6</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/52b30c1a-80cd-4a67-97f6-1fefc8d2d3e6">https://gbif.org/dataset/52b30c1a-80cd-4a67-97f6-1fefc8d2d3e6</a>. Formatted as a Frictionless Data package.

opencc-zeroJul 2024View details →
zenodo40/100

Linked collectors and determiners for: Obtención de los códigos de barras genéticos de ADN de especies de arácnidos en los ecosistemas forestales de montaña del Ecuador organizados en una plataforma digital a través de una aplicación web para estudios de biodiversidad..

Natural history specimen data linked to collectors and determiners held within, "Obtención de los códigos de barras genéticos de ADN de especies de arácnidos en los ecosistemas forestales de montaña del Ecuador organizados en una plataforma digital a través de una aplicación web para estudios de biodiversidad.". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/39c2d84a-4a44-4b19-afda-34124377957d">https://bionomia.net/dataset/39c2d84a-4a44-4b19-afda-34124377957d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/39c2d84a-4a44-4b19-afda-34124377957d">https://gbif.org/dataset/39c2d84a-4a44-4b19-afda-34124377957d</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Digital Herbarium - NGCPR.

Natural history specimen data linked to collectors and determiners held within, "Digital Herbarium - NGCPR". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/84928441-f3c6-41b3-8393-ee4090086826">https://bionomia.net/dataset/84928441-f3c6-41b3-8393-ee4090086826</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/84928441-f3c6-41b3-8393-ee4090086826">https://gbif.org/dataset/84928441-f3c6-41b3-8393-ee4090086826</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Digitization PEN: Digital Data from the Terrestrial Polyneoptera at American Museum of Natural History.

Natural history specimen data linked to collectors and determiners held within, "Digitization PEN: Digital Data from the Terrestrial Polyneoptera at American Museum of Natural History". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/d475b3b1-1e5a-4d56-a547-f7afb810c4c5">https://bionomia.net/dataset/d475b3b1-1e5a-4d56-a547-f7afb810c4c5</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/d475b3b1-1e5a-4d56-a547-f7afb810c4c5">https://gbif.org/dataset/d475b3b1-1e5a-4d56-a547-f7afb810c4c5</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Historic Butterfly Specimens in the UVM Zadock Thompson Natural History Collection Digitized for the Vermont Butterfly Atlas.

Natural history specimen data linked to collectors and determiners held within, "Historic Butterfly Specimens in the UVM Zadock Thompson Natural History Collection Digitized for the Vermont Butterfly Atlas". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/a5d361b0-410b-44fd-9666-0a938c75abd1">https://bionomia.net/dataset/a5d361b0-410b-44fd-9666-0a938c75abd1</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a5d361b0-410b-44fd-9666-0a938c75abd1">https://gbif.org/dataset/a5d361b0-410b-44fd-9666-0a938c75abd1</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Genus Hedysarum in CSBG SB RAS Digital herbarium.

Natural history specimen data linked to collectors and determiners held within, "Genus Hedysarum in CSBG SB RAS Digital herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/415f72e6-190e-4e71-80de-d376f4ae084d">https://bionomia.net/dataset/415f72e6-190e-4e71-80de-d376f4ae084d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/415f72e6-190e-4e71-80de-d376f4ae084d">https://gbif.org/dataset/415f72e6-190e-4e71-80de-d376f4ae084d</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →
zenodo40/100

Linked collectors and determiners for: Data from CRSN herbarium digitization initiative under BID-funded project.

Natural history specimen data linked to collectors and determiners held within, "Data from CRSN herbarium digitization initiative under BID-funded project". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5">https://bionomia.net/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5">https://gbif.org/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5</a>. Formatted as a Frictionless Data package.

opencc-zeroJan 2024View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.