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113 results for “research software”

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zenodo24/100

Figure 3 from: Wagner S (2015) Continuous and Focused Developer Feedback on Software Quality (CoFoDeF) . Research Ideas and Outcomes 1: e7576. https://doi.org/10.3897/rio.1.e7576

Figure 3 - Distribution of the work packages over time, with milestones

opencc-by-4.0Dec 2015View details →
zenodo24/100

Figure 2 from: Wagner S (2015) Continuous and Focused Developer Feedback on Software Quality (CoFoDeF) . Research Ideas and Outcomes 1: e7576. https://doi.org/10.3897/rio.1.e7576

Figure 2 - Work packages strategy

opencc-by-4.0Dec 2015View details →
zenodo24/100

Figure 1 from: Graziotin D (2016) Software quality information needs. Research Ideas and Outcomes 2: e8865. https://doi.org/10.3897/rio.2.e8865

Figure 1 - Timeline of the research activities and future implication.

opencc-by-4.0Apr 2016View details →
zenodo24/100

Research software findability in Australia – raw dataset

<p>This raw data set contains 157 responses to 18 questions in a survey conducted by the Australian Research Data Commons (ARDC) to<br> better understand how researchers find research software to use. The last 4&nbsp; questions, which might contain identifiable information, have been removed from the dataset. To see the questions, visit the record &ldquo;Research software findability in Australia - survey questions&rdquo;.</p>

opencc-by-4.0Nov 2022View details →
ClinicalTrials.gov24/100

BIO|CONCEPT.BIOMONITOR-HF Collect Clinical Data From Heart Failure Patients Using BIOMONITOR Devices With a Study Specific Research Software

ClinicalTrials.gov study NCT06989580. IPD Sharing: YES. Countries: 2. Publications: 0.

controlledIPD-YESFeb 2026View details →
zenodo20/100

Assessing and mapping the potential development of forest ecosystems, link to research data and scientific software

<p>Research data and scientific software related to: Schr&ouml;der W. Nickel S, Jenssen M, Riediger J 2015. Methodology to assess and map the potential development of forest ecosystems exposed to climate change and atmospheric nitrogen deposition: a pilot study in Germany. Science of the Total Environment 521-522:108-122</p>

restrictedNov 2015View details →
zenodo20/100

Modelling and mapping heavy metal accumulation in moss and natural surface soil throughout Norway (1990-2010), link to research data and scientific software

<p>Research data and scientific software related to an investigation of statistical relations between the accumulation of heavy metals in moss and natural surface soil and potential influencing factors such as atmospheric deposition. Data were collected in 1995, 2000, 2005 and 2010 throughout Norway. Statistical correlations of a set of potential predictors (elevation, precipitation, density of different land uses, population density, physical properties of soil) with concentrations of cadmium, mercury and lead in moss and natural surface soil were evaluated. Spatio-temporal trends were estimated by use of multivariate regression-kriging and generalized linear models.</p>

restrictedSep 2014View details →
zenodo20/100

Correlating heavy metal deposition and respective concentration in moss and natural surface soil for ecological land classes in Norway (1990-2010), link to research data and scientific software

<p>Research data and scientific software related to a study on statistical correlations between modelled atmospheric heavy metal deposition and respective accumulation in moss and natural surface soil for different natural landscapes in Norway. Data on cadmium, lead, and mercury were collected in 1995, 2000, 2005 and 2010 throughout Norway. The landscape information was derived from the Ecological Land Classification of Europe. Correlations between concentration and respective modelled deposition data were computed for each land class.</p>

restrictedJun 2015View details →
zenodo20/100

Integrative evaluation of biomonitoring data and modelings indicating atmospheric deposition of heavy metals, link to research data and scientific software

<p>Research data and scientific software related to integrative statistical analyses based on deposition data calculated with the model LOTOS-EUROS (LE) and the EMEP/MSC-East model (Germany, Europe) and Biomonitoring data on As, Cd, Cr, Cu, Ni, Pb, Zn concentrations in moss, leaves and needles and soil derived from the European Moss Survey (EMS), the German Environmental Specimen Bank (ESB) and the International Co-operative Programme on Assessment and Monitoring of Air Pollution Effects on Forests (ICP Forests). The modelled HM deposition and respective concentrations in moss (EMS), leaves and needles (ESB, ICP Forests) and soil (ICP Forests) were investigated for their statistical relationships. Regression kriging was applied to calculate maps of Cd and Pb deposition across Germany.</p>

restrictedMay 2017View details →
zenodo20/100

Random Forest models and maps of heavy metal and nitrogen concentrations in moss in 2010 across Europe, link to research data and scientific software

<p>Research data and scientific software related to a study exploring the statistical relations between the concentration of nine heavy metals (As, Cd, Cr, Cu, Hg, Ni, Pb, V, Zn) and N in moss specimens collected in 2010 throughout Europe and a set potential explanatory variables (such as the atmospheric deposition calculated by use of two chemical transport models, distance from emission sources, density of different land uses, population density, elevation, precipitation, clay content of soils). Statistical analysis and modelling relies on Random Forest (RF). RF-models in conjunction with a Geographical Information System (GIS) were then used for mapping spatial patterns of element concentrations in moss across Europe.</p>

restrictedMar 2017View details →
zenodo20/100

Survey data in PDF-What industry wants from academia in software testing research (phase 2)

<p>Survey data in PDF-What industry wants from academia in software testing research</p>

opencc-by-4.0Jul 2017View details →
zenodo20/100

Modelling spatial patterns of correlations between concentrations of heavy metals in mosses and atmospheric deposition across Europe in 2010, link to research data and scientific software

<p>Research data and scientific software related to a study investigating the correlations between the concentrations of nine heavy metals in moss and atmospheric deposition within ecological land classes covering Europe. Additionally, it is examined to what extent the statistical relations are affected by the land use around the moss sampling sites.</p>

restrictedDec 2018View details →
ClinicalTrials.gov16/100

WINCATI Software Tool for Survey Research

ClinicalTrials.gov study NCT00005451. IPD Sharing: Not stated. Countries: 0. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →

ScienceDex guides

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

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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