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.
2
datasets available to search
ShareScore release 0.9.0
Dataset results
2 results for “civil security”
Civil War hinders crop production and threatens food security in Syria
<p>Satellite-based annual productive cropland maps (30 m, 1998-2019) and annual night-time lights maps (1 km, 1992-2019) over Syria.</p>
UK 2024 Survey on Civil protection and domestic security in contemporary hybrid warfare
<p>The dataset deals with the analysis of three hypotheses:</p> <ul> <li>H1: Hybrid conflicts are distinguished by a unique combination of conventional, irregular, cyber, and informational activities carried out by a broad spectrum of actors (state, non-state, and international) to achieve strategic advantage without crossing the threshold of open armed conflict.</li> <li>H2: The threats to civilians in hybrid conflicts are multidimensional and include direct military effects, the consequences of cyber attacks on critical infrastructure, and the impact of information activities on the social cohesion and psyche of individuals, requiring an integrated response at the national and international levels</li> <li>H3: Effective civil protection in the context of hybrid conflicts requires implementing integrated warning and response systems, educating the public about cyber security, and building resilience to psychological and informational actions, considering the specificity and complexity of hybrid threats.</li> </ul> <p>The above hypotheses require methodological choices, including decisions on such issues as which sources should be considered and the list of characteristics to be studied under each hypothesis. The study used secondary source analysis. The analysis of the available literature on the subject made it possible to survey the state of knowledge on hybrid warfare and establish a theoretical framework. The theoretical framework adopted based on the literature analysis was compared with the results of empirical research. The empirical research was conducted on secondary sources through media reports describing the war in Ukraine. The analysis of secondary sources made it possible to adopt a period of analysis that was adequate for the characteristics of modern hybrid warfare. In addition, collecting primary data through observations would have been impossible regarding time, workload, and researcher safety. A systematic literature review was used to examine the literature on the subject, and a content analysis method was used to analyze media reports.<br>The analysis of secondary sources was supplemented by surveys conducted among civilians affected by the hybrid war between Ukraine and the Russian Federation.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.