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8,537 results for “Openness”

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dryad32/100

Data for: Linking vertical movements of large pelagic predators with distribution patterns of biomass in the open ocean

<p>Many predator species make regular excursions from near-surface waters to the twilight (200-1,000 m) and midnight (1,000-3,000 m) zones of the deep pelagic ocean. While the occurrence of significant vertical movements into the deep ocean has evolved independently across taxonomic groups, the functional role(s) and ecological significance of these movements remain poorly understood. Here, we integrate results from satellite tagging efforts with model-predictions of deep prey layers in the North Atlantic Ocean to determine if prey distributions are correlated with vertical habitat use across 12 species of predators. Using 3D movement data for 344 individuals that traversed nearly 1.5 million km of pelagic ocean in &gt;42,000 days, we found that nearly every tagged predator frequented the twilight zone and many made regular trips to the midnight zone. Using a predictive model, we found clear alignment of predator depth use with the expected location of deep pelagic prey for at least half of the predator species. We compared high-resolution predator data with shipboard acoustics and selected representative matches that highlight the opportunities and challenges in the analysis and synthesis of these data. While not all observed behavior was consistent with estimated prey availability at depth, our results suggest that deep pelagic biomass likely has high ecological value for a suite of commercially important predators in the open ocean. Careful consideration of the disruption to ecosystem services provided by pelagic food webs is needed before the potential costs and benefits of proceeding with extractive activities in the deep ocean can be evaluated.</p>

opencc-zeroOct 2023View details →
zenodo32/100

Open access journals in the field of library and information sciences (LIS)

<p>List of foreign open access journals in the field of LIS is presented</p>

opencc-by-4.0Aug 2023View details →
zenodo32/100

A Open One-Step RT-qPCR for SARS-CoV-2 detection

<p>Sequences of the plasmids needed to purify the required enzymes for a standardized One-Step open RT-qPCR protocol to detect SARS-CoV-2 RNA in clinical samples. Supplementary Information</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation

<p>This dataset contains trained deep learning models and sample data for the manuscript "MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation". Please find the software and more information including tutorials here: https://github.com/MMV-Lab/mmv_im2im.</p><p>&nbsp;</p><p>sample_data.zip includes the following datasets:</p><ul><li>Labelfree prediction of nuclear structure from 2D/3D brighteld images<ul><li>2D<ul><li><a href="https://zenodo.org/record/6139958#.Y78QJKrMLtU">https://zenodo.org/record/6139958#.Y78QJKrMLtU</a></li><li><a href="https://zenodo.org/record/6140064#.Y78YeqrMLtU">https://zenodo.org/record/6140064#.Y78YeqrMLtU</a></li><li>Both repositories have a Creative Commons Attribution 4.0 International License</li></ul></li><li>3D<ul><li><a href="https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset">https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset</a></li><li>Terms of use: <a href="https://www.allencell.org/terms-of-use.html">https://www.allencell.org/terms-of-use.html</a></li><li>"Your use of the Content, including creation of derivative works of the services, data and tools, must be for research or other noncommercial purposes unless it is otherwise set forth in these Terms or agreed to in writing by the Allen Institute."</li></ul></li></ul></li><li>2D semantic segmentation of tissues from H&amp;E images<ul><li><a href="https://www.kaggle.com/datasets/sani84/glasmiccai2015-gland-segmentation">https://www.kaggle.com/datasets/sani84/glasmiccai2015-gland-segmentation</a></li><li>"<strong>The dataset used in this competition is provided for research purposes only. Commercial uses are not allowed.</strong><br>If you intend to publish research work that uses this dataset, you must cite our review paper to be published after the competition"</li></ul></li><li>Instance segmentation<ul><li>2D<ul><li><a href="https://bbbc.broadinstitute.org/BBBC010">https://bbbc.broadinstitute.org/BBBC010</a></li><li>Terms of use: <a href="https://bbbc.broadinstitute.org/">https://bbbc.broadinstitute.org/</a></li><li>"Researchers are encouraged to use these image sets as reference points when developing, testing, and publishing new image analysis algorithms for the life sciences."</li></ul></li><li>3D<ul><li><a href="https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset">https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset</a></li><li>Terms of use: <a href="https://www.allencell.org/terms-of-use.html">https://www.allencell.org/terms-of-use.html</a></li><li>"Your use of the Content, including creation of derivative works of the services, data and tools, must be for research or other noncommercial purposes unless it is otherwise set forth in these Terms or agreed to in writing by the Allen Institute."</li></ul></li></ul></li><li>Compare semantic segmentation and instance segmentation<ul><li><a href="https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset">https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset</a></li><li>Terms of use: <a href="https://www.allencell.org/terms-of-use.html">https://www.allencell.org/terms-of-use.html</a></li><li>"Your use of the Content, including creation of derivative works of the services, data and tools, must be for research or other noncommercial purposes unless it is otherwise set forth in these Terms or agreed to in writing by the Allen Institute."</li></ul></li><li>Unsupervised semantic segmentation<ul><li><a href="https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset">https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset</a></li><li>Terms of use: <a href="https://www.allencell.org/terms-of-use.html">https://www.allencell.org/terms-of-use.html</a></li><li>"Your use of the Content, including creation of derivative works of the services, data and tools, must be for research or other noncommercial purposes unless it is otherwise set forth in these Terms or agreed to in writing by the Allen Institute."</li></ul></li><li>Generating synthetic images<ul><li><a href="https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset">https://open.quiltdata.com/b/allencell/packages/aics/hipsc_single_cell_image_dataset</a></li><li>Terms of use: <a href="https://www.allencell.org/terms-of-use.html">https://www.allencell.org/terms-of-use.html</a></li><li>"Your use of the Content, including creation of derivative works of the services, data and tools, must be for research or other noncommercial purposes unless it is otherwise set forth in these Terms or agreed to in writing by the Allen Institute."</li></ul></li><li>Image denoising<ul><li><a href="https://csbdeep.bioimagecomputing.com/scenarios/">https://csbdeep.bioimagecomputing.com/scenarios/</a></li><li>Two datasets: "Denoising in 3D (Planaria nuclei)" and "Denoising in 3D (Tribolium nuclei)"</li><li>Terms of use: <a href="http://csbdeep.bioimagecomputing.com/">http://csbdeep.bioimagecomputing.com/</a></li><li>"The entire CSBDeep toolbox is fully open source and intended to be used from either Python or <a href="https://fiji.sc">Fiji</a>."</li></ul></li><li>Imaging modality transformation<ul><li><a href="https://zenodo.org/record/4624364#.Y9bWOoHMIqJ">https://zenodo.org/record/4624364#.Y9bWOoHMIqJ</a></li><li>Two datasets: "Confocal_2_STED.zip" (Microtubule and Nuclear_Pore_complex)</li><li>Repository has a Creative Commons Attribution 4.0 International License</li></ul></li><li>Staining transformation:<ul><li><a href="https://zenodo.org/record/4751737#.Y9gbv4HMLVZ">https://zenodo.org/record/4751737#.Y9gbv4HMLVZ</a></li><li>Dataset "BC-DeepLIIF_Training_Set.zip" and "BC-DeepLIIF_Validation_Set.zip"</li><li>Repository has a Creative Commons Attribution 4.0 International License</li></ul></li></ul><p>&nbsp;</p>

openmit-licenseOct 2023View details →
zenodo32/100

Egg-shaped pot with small opening & vertical rim

It concerns a type 4, egg-shaped pot in the typology of the El Argar culture of the Siret brothers, excavated in the southeast of Spain. These hand shaped vessels are associated with funerary contexts and are regularly found together with type 8 beakers. This type of ceramic is characterized by a dark, polished, metallic surface. In this case the pot equipped with a single handle. (Argaric culture, 2300 BC - 1600 BC). Inv n.: PG.41.1.052 Find this object in the museum's online catalog [Carmentis](https://www.carmentis.be:443/eMP/eMuseumPlus?service=ExternalInterface&amp;module=collection&amp;objectId=133835&amp;viewType=detailView) Source: Objaverse 1.0 / Sketchfab

opencc-by-nc-sa-2.0Apr 2020View details →
zenodo32/100

Carinated vase with wide opening - PG.41.1.899

Carinated vase with wide opening. Argaric culture. Early-Middle Bronze Age (2300-1600 BC). Inventory number: PG.41.1.899 Find this object in the museum's online catalog [Carmentis](https://www.carmentis.be:443/eMP/eMuseumPlus?service=ExternalInterface&amp;module=collection&amp;objectId=132841&amp;viewType=detailView) Source: Objaverse 1.0 / Sketchfab

opencc-by-nc-sa-2.0May 2020View details →
zenodo32/100

Egg-shaped pot with small opening - PG.2807.1083

It concerns a type 4, egg-shaped pot in the typology of the El Argar culture of the Siret brothers, excavated in the southeast of Spain. These hand shaped vessels are associated with funerary contexts and are regularly found together with type 8 beakers. This type of ceramic is characterized by a dark, polished, metallic surface. (Argaric culture, 2300 BC - 1600 BC). Inv n.: PG.2807.1083 Find this object in the museum's online catalog [Carmentis](https://www.carmentis.be:443/eMP/eMuseumPlus?service=ExternalInterface&amp;module=collection&amp;objectId=133701&amp;viewType=detailView) Source: Objaverse 1.0 / Sketchfab

opencc-by-nc-sa-2.0Apr 2020View details →
zenodo32/100

goEast Open Frame Award 2021

Source: Objaverse 1.0 / Sketchfab

opencc-byApr 2021View details →
ClinicalTrials.gov32/100

Effects of AbClo Fascial Approximation Device in Patients With Open Abdomen on Respiratory Mechanics

ClinicalTrials.gov study NCT07154589. IPD Sharing: NO. Countries: 1. Publications: 11.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Evaluation of Performance-based Functional Outcome Measures After Open Abdominal Surgery

ClinicalTrials.gov study NCT06351280. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Neurological Complications Comparing Endoscopically vs. Open Harvest of the Radial Artery

ClinicalTrials.gov study NCT01848886. IPD Sharing: Not stated. Countries: 1. Publications: 3.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Pathology Assessment of Mesorectal Fascia After TME by Laparoscopic, Open, TransAnal and Robotic Approaches (LOTARTME)

ClinicalTrials.gov study NCT04949672. IPD Sharing: NO. Countries: 1. Publications: 11.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Open-Label Pharmacokinetic of Oseltamivir in Healthy Obese Thai Adult Subjects

ClinicalTrials.gov study NCT01049763. IPD Sharing: Not stated. Countries: 1. Publications: 18.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Phase III, Open-label, Study of First-line Dato-DXd in Combination With Rilvegostomig for Advanced Non-squamous NSCLC With High PD-L1 Expression (TC ≥ 50%) and Without Actionable Genomic Alterations

ClinicalTrials.gov study NCT06357533. IPD Sharing: YES. Countries: 21. Publications: 0.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov32/100

The Effect of Dronabinol on Ocular Hemodynamics in Patients With Primary Open Angle Glaucoma

ClinicalTrials.gov study NCT04596826. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Open Versus Laparoscopic Left Hepatic Sectionectomy

ClinicalTrials.gov study NCT03958825. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Mouth Opening, Prevention, Education, Nutrition (OPEN)

ClinicalTrials.gov study NCT03979924. IPD Sharing: NO. Countries: 1. Publications: 16.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Open-labelled Study to Evaluate the Effect of SE5-OH Tablets on Healthy Women With Menopausal Symptoms

ClinicalTrials.gov study NCT06398236. IPD Sharing: Not stated. Countries: 1. Publications: 41.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Effect of Manual Massage Technique on Swelling, Pain and Mouth Opening After Bilateral Lower Third Molar Surgery

ClinicalTrials.gov study NCT06787027. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov32/100

Cost-Effectiveness Analysis of a Virtual Reality-Assisted Hypnotherapy Program on Quality of Life in Patients with Chronic Low Back Pain: a Multicenter, Randomized, Prospective, Comparative, Open-Labe

ClinicalTrials.gov study NCT06698354. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View 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

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