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 ↗
zenodo36/100

Earthquake catalog for "Seismicity modulation due to hydrological loading in a stable continental region: a case study from the Jektvik swarm sequence in Northern Norway"

<p>This folder contains earthquake catalog used in &quot;Seismicity modulation due to hydrological loading in a stable continental region: a case study from the Jektvik swarm sequence in Northern Norway&quot; by Shiddiqi et al. (2022) submitted to Geophysical Journal International.</p>

opencc-by-4.0Sep 2022View details →
zenodo36/100

Reproduction Package for SAS 2022 Article 'Case Study on Verification-Witness Validators: Where We Are and Where We Go'

<p>This artifact is a reproduction package for the SAS 2022 article&nbsp;&#39;Case Study on Verification-Witness Validators: Where We Are and Where We Go&#39;.</p> <p>It contains instructions, data, and scripts for reproducing our results, and the data and tables that we generated in our experiment.</p>

opencc-by-4.0Jan 2022View details →
dryad36/100

Data from: Evaluating species richness using proteomic fingerprinting and DNA-barcoding – a case study on meiobenthic copepods from the Clarion Clipperton Fracture Zone

<p><span>The Clarion Clipperton Fracture Zone (CCZ) is a vast deep-sea region harboring a highly diverse benthic fauna, which will be affected by potential future deep-sea mining of metal-rich polymetallic nodules. Despite the need for conservation plans and monitoring strategies in this context, the majority of taxonomic groups remains scientifically undescribed. However, molecular rapid assessment methods such as DNA-barcoding and Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) provide the potential to accelerate specimen identification and biodiversity assessment significantly in the deep-sea areas. In this study, we successfully applied both methods to investigate the diversity of meiobenthic copepods in the eastern CCZ, including the first application of MALDI-TOF MS for the identification of these deep-sea organisms. Comparing several different species delimitation tools for both datasets, we found that biodiversity values were very similar, with Pielou's Evenness varying between 0.97 and 0.99 in all datasets. Still, direct comparisons of species clusters revealed differences between all techniques and methods, which are likely caused by the high number of rare species being represented by only one specimen, despite our extensive dataset of more than 2000 specimens. Hence, we regard our study as a first approach toward setting up a reference library for mass spectrometry data of the CCZ in combination with DNA-barcodes. We conclude that proteome fingerprinting, as well as the more established DNA-barcoding, can be seen as a valuable tool for rapid biodiversity assessments in the future, even when no reference information is available.</span></p>

opencc-zeroSep 2022View details →
zenodo36/100

Fine-scale subpopulation detection via SNP-based unsupervised method: A case study on the 1000 Genomes Project Resources

<p>Here are the supplementary files to the paper &quot;Fine-scale subpopulation detection via SNP-based unsupervised method:<br> A case study on the 1000 Genomes Project Resources&quot;.<br> <br> The repository is organized as:</p> <ol> <li><strong>Supplementary information</strong>: the additional detailed information for the experiments in the paper <ul> <li>Supplementary_information_IPCAPS_Chaichoompu_v1.pdf</li> </ul> </li> <li><strong>Real-life dataset</strong>: the 1000 genome dataset, which is referred to in the paper and is filtered with the parameters explained in the paper.&nbsp;Reference:&nbsp;https://www.internationalgenome.org/ <ul> <li>1000genomes_with_filtering.zip</li> </ul> </li> </ol>

opencc-by-4.0Jul 2022View details →
dryad36/100

Dataset for: On the estimation of body mass in temnospondyls: A case study using the large-bodied Eryops and Paracyclotosaurus

<p>Temnospondyli are a morphologically varied and ecologically diverse clade of tetrapods that survived for over 200 million years. The body mass of temnospondyls is a key variable in inferring their ecological, physiological, and biomechanical attributes. However, estimating the body mass of these extinct creatures has proven difficult because the group has no extant descendants. Here we apply a wide range of body mass estimation techniques developed for tetrapods to the iconic temnospondyls <em>Paracyclotosaurus davidi</em> and <em>Eryops megacephalus</em>. These same methods are also applied to a collection of extant organisms that serve as ecological and morphological analogues. These include the giant salamanders <em>Andrias japonicus</em> and <em>Andrias davidianus</em>, the tiger salamander <em>Ambystoma tigrinum</em>, the California newt <em>Taricha torosa,</em> and the saltwater crocodile, <em>Crocodylus porosus</em>. We find that several methods can provide accurate mass estimations across this range of living taxa, suggesting their suitability for estimating the body masses of temnospondyls. Based on this, we estimate the mass of <em>Paracyclotosaurus</em> was between 159 and 365 kg, and <em>Eryops</em> was between 102 and 222 kg. These findings provide a basis for examining body size evolution in this clade across their entire temporal span.</p>

opencc-zeroOct 2022View details →
zenodo36/100

Fig. 4 in Long Term (1985-2018) Changes Of The Habitat Suitability Of European Souslik Assessed By Maxent Modelling Based On Landsat Satellite Imagery - A Case Study From A Mountain Landscape Of Central Bulgaria

Fig. 4. Response curves, representing the dependence of predicted suitability both on the

opencc-by-4.0Aug 2022View details →
zenodo36/100

Fig. 1 in Long Term (1985-2018) Changes Of The Habitat Suitability Of European Souslik Assessed By Maxent Modelling Based On Landsat Satellite Imagery - A Case Study From A Mountain Landscape Of Central Bulgaria

Fig. 1. Satellite view of the study area. White circles represent the location of the colonies

opencc-by-4.0Aug 2022View details →
zenodo36/100

Figs 1–3 in Effects of diet and feed composition on antibacterial activity of hemolymph of saproxylic beetles: A case study of Zophobas atratus (Coleoptera: Tenebrionidae)

Figs 1–3. Results of disk-diffusive test. Effects of artificial fungi-based and standard

opencc-by-4.0Jul 2022View details →
zenodo36/100

Figs 6, 7 in Effects of diet and feed composition on antibacterial activity of hemolymph of saproxylic beetles: A case study of Zophobas atratus (Coleoptera: Tenebrionidae)

Figs 6, 7. Results of photometric bacterial test. Viability of gram-negative E. сoli ATCC

opencc-by-4.0Jul 2022View details →
zenodo36/100

Figs 4, 5 in Effects of diet and feed composition on antibacterial activity of hemolymph of saproxylic beetles: A case study of Zophobas atratus (Coleoptera: Tenebrionidae)

Figs 4, 5. Results of photometric bacterial test. Dynamics of effects of artificial and

opencc-by-4.0Jul 2022View details →
zenodo36/100

Figure 5 in Breeding biology review of White-backed Stilt Himantopus melanurus in Brazil and a case study in the largest restinga protected area (Aves, Charadriiformes, Recurvirostridae)

Figure 5. Footprints records of possible predators and cattle trampling near nests of White-backed Stilt Himantopus melanurus in Restinga de Jurubatiba National Park. (A) Footprints of domestic dogs and trampling of cattle in the Visgueiro lagoon (2018). (B) crab-eating fox (Cerdocyon thous) footprints, and (C) crab-eating raccoon (Procyon cancrivorus) footprints in adjacent area (2020). Photos: Lucas R.M. Porto.

opencc-by-nc-4.0Aug 2022View details →
zenodo36/100

Figure 4 in Breeding biology review of White-backed Stilt Himantopus melanurus in Brazil and a case study in the largest restinga protected area (Aves, Charadriiformes, Recurvirostridae)

Figure 4. Predated/degraded eggs of White-backed Stilt Himantopus melanurus in Restinga de Jurubatiba National Park in October 2018. A, B and C: Colony 1 (Visgueiro), D: Colony 2 (Maria Menina). Photos: Lucas R.M. Porto.

opencc-by-nc-4.0Aug 2022View details →
zenodo36/100

Figure 3 in Breeding biology review of White-backed Stilt Himantopus melanurus in Brazil and a case study in the largest restinga protected area (Aves, Charadriiformes, Recurvirostridae)

Figure 3. Frequency of occurrence of the materials used to build the nests of the White-backed Stilt Himantopus melanurus in the Restinga de Jurubatiba National Park and adjacent area.

opencc-by-nc-4.0Aug 2022View details →
zenodo36/100

Figure 2 in Breeding biology review of White-backed Stilt Himantopus melanurus in Brazil and a case study in the largest restinga protected area (Aves, Charadriiformes, Recurvirostridae)

Figure 2. Nests of White-backed Stilt Himantopus melanurus monitored in Restinga de Jurubatiba National Park and adjacent area. A = Nest built with saltmarsh plant Sesuvium portulacastrum L. and suspended over cattle feces; B = Nest with dry saltmarsh plant and mud fragments; C = Nest with shells, saltmarsh plant and mud; D = Nest with mud and dry saltmarsh plant fragments. Photos: Lucas R.M. Porto.

opencc-by-nc-4.0Aug 2022View details →
zenodo36/100

Figure 6 in Breeding biology review of White-backed Stilt Himantopus melanurus in Brazil and a case study in the largest restinga protected area (Aves, Charadriiformes, Recurvirostridae)

Figure 6. Successful nesting records of the White-backed Stilt Himantopus melanurus in Restinga de Jurubatiba National Park and adjacent area. (A) White-backed Stilt chicks found in Visgueiro lagoon (September 2018); (B) Hatchling and eggs in the Maria Menina Lagoon (October 2018); (C and D) Chicks in the nests in Ubatuba lagoon (September 2019). Photos: Lucas R.M. Porto.

opencc-by-nc-4.0Aug 2022View details →
zenodo36/100

Figure 1 in Breeding biology review of White-backed Stilt Himantopus melanurus in Brazil and a case study in the largest restinga protected area (Aves, Charadriiformes, Recurvirostridae)

Figure 1. Breeding records of White-backed Stilt Himantopus melanurus in Brazil (WikiAves – blue, eBird – orange and literature – yellow, Table 2) and this study area (red) with colonies identified in the Restinga de Jurubatiba National Park and adjacent area, in 2018, 2019 and 2020, in the northern coast of Rio de Janeiro state. *Colonies: 1 = Visgueiro/2018; 2 = Maria Menina/2018; 3 = Robalo/2018; 4 = Ubatuba/2019; 5 = Visgueiro/2020; 6 = Adjacent Area/2020.

opencc-by-nc-4.0Aug 2022View details →
zenodo36/100

Understanding the Impact of Digital Technology: a Case Study in Rural Areas [Supplementary Material]

<p>This package contains supplementary material associated to the paper &quot;Understanding the Impact of Digital Technology: a Case Study in Rural Areas&quot;.&nbsp;</p> <p><em>Abstract:</em> Designing systems that account for sustainability concerns demands for a better understanding of the impact that digital technology interventions can have on a certain socio-technical context. However, limited studies are available about the elicitation of impact-related information from stakeholders. This paper reports the experience of the authors in identifying the impact of digitalisation in remote mountain areas, in the context of a system for ordinary land management and hydro-geological risk control. Based on a set of interviews and a workshop, we reconstructed the current socio-technical system. &nbsp;Furthermore, we elicited information about the impact of digital technologies that were introduced in the specific context in recent years (GIS software, instant messaging apps, sensors, drones, etc.). Positive impacts are mostly economic and organisational. Negative ones are higher stress due to the excess of connectivity, and partial reduction of decision-making abilities. Our study contributes to the literature with a set of impacts specific to the case, and a list of lessons learned from the experience.</p> <p>The package contains the following files:</p> <p>1. Socio-technical System.pdf: a graphical representation of the socio-technical system that has been reconstructed by the authors of the paper.</p> <p>2. Description of System Entities.pdf: detailed description of the entities represented in the socio-technical system.</p> <p>3. Incremental Data Analysis.pdf: graphs depicted during data analysis, to represent relations between entities, towards the representation of the socio-technical system.&nbsp;</p> <p>4. Impacts and quotes - selected examples (EN).pdf: sample quotes (translated from Italian) associated to the impacts identified.&nbsp;</p>

opencc-by-4.0Oct 2022View details →
dryad36/100

Data from: Quantitative plant taphonomy: the cosmopolitan Mesozoic fern Weichselia reticulata as a case study

<p>A quantitative approach to plant taphonomy focusing on preservation type and fragment size is tested by comparing 3338 <em>Weichselia reticulata </em>fragments from 25 Lower Cretaceous localities of different ages and depositional environments. Moreover, palaeobiological insights are also obtained from the taphonomic analyses. In the case of the specimens of <em>Weichselia reticulata</em> included in this work, charred remains are the most frequent preservation type. They are the smallest and most homogeneous in size, probably due to the fragmentation of the fronds while burning and to the fact that burnt fragments are more fragile and break easily during the initial abrasion and attrition produced by transport. The sizes of charred fragments vary depending on the depositional environment, suggesting that biostratinomic processes, and not fire temperature, are the main cause for size differences, and providing valuable insight into the distance the remains might have traveled from production to final deposition. The taphonomic analyses suggest that <em>Weichselia reticulata</em> is allochthonous in all the localities analysed, and that its habitat would have been prone to fire and not far from freshwater systems. This case study shows promising results that can be implemented on different plant groups and chronostratigraphic ages, allowing for the proposal of a taphonomic model.</p>

opencc-zeroOct 2022View details →
zenodo36/100

Aesthetic responses to the Covid-19 pandemic: The corona-performance No Problama. A case study

<p>The video files document the artistic content&nbsp;of the corona performance <em>No problama.&nbsp;</em>Each video presents music, verbal texts and photos from work processes and&nbsp;the final performance on 21 May 2021. The&nbsp;performance mirrors events,&nbsp;emotions and individuals&#39; responses&nbsp;to the crisis&nbsp;during the first weeks of&nbsp;the lockdown in Norway in March 2020. &nbsp;Music students, children, teachers and dancers took part in the project.</p>

opencc-by-4.0Sep 2022View details →
zenodo36/100

Global sensitivity and uncertainty analysis of an atmospheric chemistry transport model: the FRAME model (version 9.15.0) as a case study

<p>Atmospheric chemistry transport models (ACTMs) are widely used to underpin policy decisions associated with the impact of potential changes in emissions on future pollutant concentrations and deposition. It is therefore essential to have a quantitative understanding of the uncertainty in model output arising from uncertainties in the input pollutant emissions. ACTMs incorporate complex and non-linear descriptions of chemical and physical processes which means that interactions and non-linearities in input&ndash;output relationships may not be revealed through the local one-at-a-time sensitivity analysis typically used. The aim of this work is to demonstrate a global sensitivity and uncertainty analysis approach for an ACTM, using as an example the FRAME model, which is extensively employed in the UK to generate source-receptor matrices for the UK Integrated Assessment Model and to estimate critical load exceedances. An optimised Latin hypercube sampling design was used to construct model runs within &plusmn;&nbsp;40&nbsp;% variation range for the UK emissions of SO<sub>2</sub>, NO<sub>x</sub> and NH<sub>3</sub>, from which regression coefficients for each input-output combination and each model grid (&gt;10,000 across the UK) were calculated. Surface concentrations of SO<sub>2</sub>, NO<sub>x</sub> and NH<sub>3</sub> (and of deposition of S and N) were found to be predominantly sensitive to the emissions of the respective pollutant, while sensitivities of secondary species such as HNO<sub>3</sub> and particulate SO<sub>4</sub><sup>2-</sup>, NO<sub>3</sub><sup>-</sup> and NH<sub>4</sub><sup>+</sup> to pollutant emissions were more complex and geographically variable. The uncertainties in model output variables were propagated from the uncertainty ranges reported by the UK National Atmospheric Emissions Inventory for the emissions of SO<sub>2</sub>, NO<sub>x</sub> and NH<sub>3</sub> (&plusmn;&nbsp;4&nbsp;%, &plusmn;&nbsp;10&nbsp;% and &plusmn; 20&nbsp;% respectively). The uncertainties in the surface concentrations of NH<sub>3</sub> and NO<sub>x</sub> and the depositions of NH<sub>x</sub> and NO<sub>y</sub> were dominated by the uncertainties in emissions of NH<sub>3</sub>, and NO<sub>x</sub> respectively, whilst concentrations of SO<sub>2</sub> and deposition of SO<sub>y</sub> were affected by the uncertainties in both SO<sub>2</sub> and NH<sub>3</sub> emissions. Likewise, the relative uncertainties in the modelled surface concentrations of each of the secondary pollutant variables (NH<sub>4</sub><sup>+</sup>, NO<sub>3</sub><sup>-</sup>, SO<sub>4</sub><sup>2-</sup> and HNO<sub>3</sub>) were due to uncertainties in at least two input variables. In all cases the spatial distribution of relative uncertainty was found to be geographically heterogeneous. The global methods used here can be applied to conduct sensitivity and uncertainty analyses of other ACTMs.</p> <p>The dataset contains model outputs used for the sensitivity and uncertainty analyses.</p>

opencc-by-4.0Dec 2017View 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.