Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

3,225

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

3,225 results for “Case of study”

Learn how ShareScore rates datasets ↗
zenodo28/100

Evaluating the Accuracy of Different Number of GEDI Footprints for Interpolation and Aboveground Biomass Estimation: A Case Study from Shangri-La

Open the record for dataset details and reuse information.

opencc-by-4.0Apr 2024View details →
zenodo28/100

Semgrep*: Further Improving Static Application Security Testing (SAST) Tools: An Industry Case-Study

<p>Scripts to download and build data.</p> <p>&nbsp;</p> <p>Yaml files for additional SAST rules.</p>

opencc-by-4.0Nov 2024View details →
zenodo28/100

Analysis of The Use of Organic Materials as Subgrade Layer of Rigid Pavement (Case Study: Semarang – Demak Toll Road Section 1)

Open the record for dataset details and reuse information.

opencc-by-4.0Nov 2024View details →
zenodo28/100

Utilizing GIS and Remote Sensing for Safer Urban Transport: A Case Study of Navi Mumbai, India

Open the record for dataset details and reuse information.

opencc-by-4.0Nov 2024View details →
zenodo28/100

Code and case study results.

Open the record for dataset details and reuse information.

opencc-by-4.0Nov 2024View details →
zenodo28/100

Multimodal Argument Mining: A Case Study in Political Debates

<p>MM-USED supplementary files for building the corpus</p>

opencc-by-4.0May 2024View details →
zenodo28/100

Database of: The Mexican flora as a study case in systematics (Taxonomy, Phylogenetics, and Evolution); GenBank's accession meta-analysis

<p>Result database of&nbsp;The Mexican flora as a study case in systematics (Taxonomy, Phylogenetics, and Evolution); GenBank&rsquo;s accession meta-analysis.</p>

opencc-by-4.0Nov 2021View details →
dryad28/100

eDNA metabarcoding as a means to assess distribution of subterranean fish communities: Iranian blind cave fishes as a case study

<p>One of the most important steps in conservation of the subterranean life forms is to decipher their distribution and ecology, which is challenging using traditional approaches. Development of an environmental DNA (eDNA) assay provides an efficient means for discovering and monitoring subterranean life forms. In this study, the distribution of three Iranian blind cave fish species (blind Iran cave barb <i>Garra typhlops</i>, blind Lorestan cave barb <i>Garra lorestanensis</i>, and blind cave loach <i>Eidinemacheilus smithi</i>) was assessed using <i>12S rRNA</i> gene eDNA metabarcoding performed using MiFish-U PCR primers and preliminary species distribution modelling (SDM) using bioclimatic data. The majority of sampling localities with positive detection of cave barb eDNA fall within suitable habitats in the Zagros Mountains of Iran. Our results revealed that Lorestan and Iran cave barbs have differential distribution patterns, with some extent of habitat overlap in the vicinity of the originally discovered cave barb locality. According to the observed distribution patterns, the blind Lorestan cave barb and cave loach<i> </i>are mostly distributed in habitats close to the Seazar River (Dez River drainage, Iran), and the blind Iran cave barb is distributed toward the west and probably in a few springs in the Karkheh River drainage. Our data support the previously proposed distribution pattern for the cave barbs, in which the species show partial niche separation and reproductive isolation, with the Lorestan cave barb being a water flow-dependent species and the Iran cave barb being a generalist species preferring variable flow rates. We showed eDNA metabarcoding to be a useful approach for ecological surveys of subterranean fish biodiversity with implications for conservation.</p>

opencc-zeroNov 2021View details →
zenodo28/100

Federated learning dataset: A case study of vibration analysis for desktop 3D printers

<p>This dataset contains the acceleration data collected from six low-cost 3D printers (same make and model) air-printing cubes with different printing speeds. This dataset can be used as a case study for federated learning, personalized learning, etc.</p>

opencc-by-4.0Nov 2021View details →
zenodo28/100

Coupling Multiple Models For Dynamic Simulation Of Geological Hazard Chains: A Case Study Of Baige Landslide, Jinsha River, China

<p><strong>Coupling Multiple Models For Dynamic Simulation Of Geological Hazard Chains: A Case Study Of Baige Landslide, Jinsha River, China </strong></p>

opencc-by-4.0Nov 2021View details →
dryad28/100

Spatial patterns of phylogenetic diversity and endemism in the Western Ghats, India: a case study using ancient predatory arthropods

<p><span><span><span>The Western Ghats (WG) mountain chain in peninsular India is a global biodiversity hotspot, one in which patterns of phylogenetic diversity and endemism remain to be documented across taxa. We used a well-characterized community of ancient soil predatory arthropods from the WG to understand diversity gradients, identify hotspots of endemism and conservation importance, and highlight poorly-studied areas with unique biodiversity. We compiled an occurrence dataset for 19 species of scolopendrid centipedes, which was used to predict areas of habitat suitability using bioclimatic and geomorphological variables in Maxent. We used predicted distributions and a time-calibrated species phylogeny to calculate taxonomic and phylogenetic indices of diversity, endemism and turnover. We observed a decreasing latitudinal gradient in taxonomic and phylogenetic diversity in the WG, which supports expectations from the latitudinal diversity gradient. The southern WG had the highest phylogenetic diversity and endemism, and was represented by lineages with long branch lengths as observed from relative phylogenetic diversity/endemism. These results indicate the persistence of lineages over evolutionary time in the southern WG and are consistent with predictions from the southern WG refuge hypothesis. The northern WG, despite having low phylogenetic diversity, had high values of phylogenetic endemism represented by distinct lineages as inferred from relative phylogenetic endemism. The distinct endemic lineages in this sub-region might be adapted to life in lateritic plateaus characterized by poor soil conditions and high seasonality. Sites across an important biogeographic break, the Palghat Gap, broadly grouped separately in comparisons of species turnover along the WG. The southern WG and Nilgiris, adjoining the Palghat Gap, harbour unique centipede communities, where the causal role of climate or dispersal barriers in shaping diversity remains to be investigated. Our results highlight the need to use phylogeny and distribution data while assessing diversity and endemism patterns in the WG.</span></span></span></p>

opencc-zeroSep 2022View details →
zenodo28/100

Supplementary material 1 from: Amburgey SM, Yackel Adams AA, Gardner B, Lardner B, Knox AJ, Converse SJ (2021) Tools for increasing visual encounter probabilities for invasive species removal: a case study of brown treesnakes. NeoBiota 70: 107-122. https://doi.org/10.3897/neobiota.70.71379

R code to fit the spatial capture-recapture model in JAGS

opencc-zeroDec 2021View details →
zenodo28/100

Supplementary material 2 from: Amburgey SM, Yackel Adams AA, Gardner B, Lardner B, Knox AJ, Converse SJ (2021) Tools for increasing visual encounter probabilities for invasive species removal: a case study of brown treesnakes. NeoBiota 70: 107-122. https://doi.org/10.3897/neobiota.70.71379

Code used to simulate detection probabilities

opencc-zeroDec 2021View details →
zenodo28/100

FIG. 4 in Bryozoan faunas at the Tortonian-Messinian transition. A palaeoenvironmental case study from Crete Island, eastern Mediterranean

FIG. 4. — Schematic sedimentary log of Kapariana composite section with sample location and semi-quantitative abundances of bryozoan species.

opencc-zeroDec 2021View details →
zenodo28/100

Results from the test of the MCDA-MSS with the 56 case studies from the energy systems analysis literature

<p>Results from the test of the MCDA-MSS with the 56 case studies from the energy systems analysis literature</p>

opencc-by-4.0Dec 2021View details →
zenodo28/100

Supplementary material 1 from: Cerri J, Carnevali L, Monaco A, Genovesi P, Bertolino S (2022) Blacklists do not necessarily make people curious about invasive alien species. A case study with Bayesian structural time series and Wikipedia searches about invasive mammals in Italy. NeoBiota 71: 113-128. https://doi.org/10.3897/neobiota.71.69422

Supplementary information

opencc-zeroFeb 2022View details →
zenodo28/100

How patients with mild dementia living in a nursing home benefit from dementia cafés: a case-control study focusing on psychological and behavioural symptoms and caregiver burden

<p><strong>Background:&nbsp;</strong>Dementia is a syndrome, mainly due to neurodegeneration, affecting cognition, behaviour, feelings and relationships. Pharmacological treatment is still challenging and thus different ways to improve/slow down the disease are necessary.</p> <p><strong>Methods:&nbsp;</strong>Twenty-five subjects with mild dementia, living in a nursing home, and their relatives were invited to attend a dementia cafe, a community group which provides support for families affected by dementia. Each patient was evaluated by a neuropsychologist, through the administration of a specific neuropsychological battery, before and at the end of the study. Their outcomes were compared to a matched group of patients with dementia receiving psycho-counselling.</p> <p><strong>Results:&nbsp;</strong>After the dementia cafe meetings, patients showed higher significant changes in mood (P &lt; 0.01), behavioural symptoms (P &lt; 0.001), quality of life (P &lt; 0.001), and caregiver burden (P &lt; 0.001). The control group significantly improved only in quality of life with a reduction of caregiver burden.</p> <p><strong>Conclusions:&nbsp;</strong>Our findings confirm that patients with dementia may benefit from the dementia cafe, especially concerning behavioural symptoms. Moreover, caregivers find these caf&eacute;s to be welcoming, relaxed places to socialise and access support and information. Future dementia caf&eacute;s should create programs and comfortable environments answering to the different needs of the patients.</p>

opencc-by-4.0May 2021View details →
zenodo28/100

Case Study Data Chapter 5

<p>Data for the case study in chapter 5</p>

opencc-by-4.0Mar 2022View details →
zenodo28/100

Case Study Data Chapter 5

<p>Case Study Data Chapter 3</p>

opencc-by-4.0Mar 2022View details →
zenodo28/100

Supplementary material 1 from: Sur S, Saikia PK, Saikia MK (2022) Speed thrills but kills: A case study on seasonal variation in roadkill mortality on National highway 715 (new) in Kaziranga-Karbi Anglong Landscape, Assam, India. In: Santos S, Grilo C, Shilling F, Bhardwaj M, Papp CR (Eds) Linear Infrastructure Networks with Ecological Solutions. Nature Conservation 47: 87-104. https://doi.org/10.3897/natureconservation.47.73036

Figures S1–S5

opencc-zeroMar 2022View 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.