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Replication Data for: Non-prototypical aspectual clusters and corpus data: the grozit' 'threaten' cluster in Russian
No full textThe dataset accompanies the article Non-prototypical Aspectual Clusters and Corpus Data: the grozit’ ‘threaten’ cluster in Russian. The dataset includes contexts where the Russian verbs grozit’ ‘threaten, impf’, ugrožat’ ‘threaten, impf’, prigrozit’ ‘threaten, pf’, pogrozit’ ‘threaten, pf’ and ugrozit’ ‘threaten, pf’ are used. The data were culled from the Russian National Corpus (https://ruscorpora.ru/) in 2022. The dataset covers the period from XVIII to XXI centuries and consists of 250 examples of grozit’, 280 examples of ugrožat’, 1906 examples of prigrozit’, 2118 examples of pogrozit’ and 28 examples of ugrozit’, a total of 4582 examples
Replication data for: Are non-social species more social than we think? Seasonal patterns in sociality in a solitary terrestrial carnivore
No full textDATASET MIGRATED FROM FIGSHARE: Replication data for: Are non-social species more social than we think? Seasonal patterns in sociality in a solitary terrestrial carnivoreReplication data for: Flexibility in female spatiotemporal behavioral tactics to counter infanticide risk during the mating seasonGPS data used for the manuscript (see above). The GPS-collars were equipped between 2003-2022 on brown bears in south-central Sweden by the Scandinavian Brown Bear Research Project (SBBRP). This is the raw data to create the dyad associations and annual/seasonal social networks using the spatsoc package in R.Additional R code can be provided on request.</p
Microbathymetry and Orthomosaics from EMAN7 Expedition 2022 to cold seeps offshore the Vesterålen coast (northern Norway)
No full textThe dataset includes three ultra-high-resolution orthomosaics (Area_1, Area_2, and Area_3), obtained through ROV photogrammetry, in three selected cold seep areas associated with cold water corals in the Hola Trough, offshore the Vesterålen coast.
Furthermore, it encompasses ROV multibeam echosounder data collected onboard R/V Kronprins Håkon (Myre – Tromsø, 08-16/06/2022), during the CAGE22-3 Cruise (cruise report:https://septentrio.uit.no/index.php/cage/article/view/6760). The ROV microbathymetry was acquired during DIVE02 close to Node 7, a submarine cabled observatory
Soapstone sinkers for line fishing from the collection of the University Museum Bergen, Norway, TEMPA-3D project
No full textAn asset of 3D models of soapstone sinkers for line fishing from the collection of the University Museum Bergen. The dataset comprises 13 sinkers studied during the TEMPA-3D research project, representing a collection of Late Mesolithic and Neolithic artifacts. It consists of 13 3D models and presents both the models themselves and the RAW image data used during photogrammetric procedures. The accuracy is approximately 0.2 mm
Other broadleaves (P_OthBL) map for 2020
No full textThis dataset provides a high-resolution (10 m) pan-European map of forest Other broadleaves (P_OthBL) for the year 2020, along with an accompanying standard deviation layer. It is part of the PathFinder collection of forest structure maps, which integrates Sentinel-2 satellite imagery, auxiliary geospatial layers, and National Forest Inventory (NFI) data to deliver detailed forest attribute predictions across Europe. The map supports applications in forest management, biomass estimation, carbon accounting, and ecological modeling. For methodology and data integration details, see the documentation dataset of the PathFinder collection (https://doi.org/10.18710/OEYKEG) and the following publication: Miettinen, J., Breidenbach, J. et al. (2025). PathFinder's High-Resolution Pan-European Forest Structure Maps: An Integration of Earth Observation and National Forest Inventory Data. Zenodo. https://doi.org/10.5281/zenodo.17107267
E-CAUCAFall: Event Based Human Fall Detection Dataset
No full textThis dataset consists of RGB-to-Event converted data for Human Fall Detection. It is intended for use in Human Fall Detection tasks leveraging Neuromorphic/Event-based Vision. The dataset includes Event images, RGB images, and files containing raw event data
Replication Data for: "Riparian forest buffer management: Evaluating adherence to certification standards"
No full textThis dataset contains research data collected from 27 forest stand next to watercourses. The data was sampled from randomly selected stands in South-Eastern Norway focusing on species composition, stand structure, and site conditions. All stands were harvested in 2020 and 2021. All the stands were logged as clearcuts subject to The Programme for the Endorsement of Forest Certification (PEFC) 2015 requirements of riparian buffer. The aim of this study was to investigate the quality of the subjective assessment of riparian buffer management being applied and whether the management complies with the requirements and intentions of the certification standard
Search strategies for a review article on better protection of children and young people through more systemic interaction in preventing and managing harmful sexual behavior in schools
No full textDATASET MIGRATED FROM FIGSHARE: This dataset consists of the search documentation for a review article on better protection of children and young people through more systemic interaction in preventing and managing harmful sexual behavior in schools. It contains search strategies for the databases Medline (Ovid), PsycInfo (Ovid), Academic Search Elite (EBSCO), ERIC (EBSCO), Web of Science and Scopus (Elsevier).</p
Replication Data for: Volumetric study of particle-wake interactions based on free falling finite particles
No full textThis dataset consists of the time-resolved three-dimensional velocity flow fields and the reconstructed point-clouds of the finite settling particles as described in the article titled: "Volumetric study of particle-wake interactions based on free falling finite particles" which is published in the Experiments in Fluids. The velocity vectors and the point-clouds were obtained via the Shake-The-Box technique and the Iterative Particle Reconstruction method, respectively. Four different particle geometries with a longest length scale of 12 mm and same volume (density ratio of 1.15) were investigated: sphere, circular cylinder, square cylinder and flat cuboid. The data set includes two different flow situation: 1) the particle was falling individually into the quiescent flow; 2) the particle was falling immediately after a group of 20 leading particles which generated a bulk wake. This work was funded by the European Union (see funding information): Views and opinions expressed are, however, those of the authors only and do not necessarily reflect those of the European Union, the Research Executive Agency, or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.Abstract from the manuscript: Research on free falling particles has predominantly focused on wake dynamics and vortex shedding of individual particles in quiescent flow. However, when these particles fall collectively, the wakes of neighboring particles alter the flow fields. To investigate how the settling and wake dynamics of particles are affected by the wakes of other settling particles, we conducted volumetric experiments using the shake-the-box technique. Negatively buoyant 12 mm particles of four different geometries (sphere, flat cuboid, circular, and square cylinders) were first released individually into quiescent water. Subsequently, the particles were released individually into the bulk wakes of 20 monodisperse particles. Using four high-speed cameras and LEDs, we simultaneously captured both 3D particle and fluid motions in the terminal velocity regime. The imaging domain measured 90 mm × 90 mm × 40 mm. Our results show that all trailing particles settling through the bulk wakes gain additional downward momentum from the turbulent wakes, causing them to fall faster than in quiescent flow. However, when the induced velocity of the preceding wakes is subtracted, the relative settling velocity was found to be essentially the same as the particle falling in quiescent fluid. Upstream of the particle, the vortices in the bulk wake interact with the developing shear layer along the particle. The wake downstream of the trailing particle also appears more chaotic than that in quiescent flow
Supporting data for: Exploring Definitions of Quality and Diversity in Sonic Measurement Spaces
No full textData accompanying the article Exploring Definitions of Quality and Diversity in Sonic Measurement Spaces The Innovation Engine algorithm is used to evolve sounds, where Quality Diversity search is guided by Behaviour Definitions by unsupervised models and full-reference and no-reference quality evaluation approaches.Sonic discoveries have shaped and transformed creative processes in sound art and music production. Compositions prompted by new timbres influence and improve our lives. Modern technology offers a vast space of sonic possibilities to explore. Background and expertise influence the explorers ability to navigate that space of possibilities. Efforts have been made to develop automated systems that can systematically generate and explore these sonic possibilities. One route of such efforts has involved the search for diversity and quality with evolutionary algorithms, automating the evaluation of those metrics with supervised models. We continue on that path of investigation by further exploring possible definitions of quality and diversity in sonic measurement spaces by applying and dynamically redefining unsupervised models to autonomously illuminate sonic search spaces. In particular we investigate the applicability of unsupervised dimensionality reduction models for defining dynamically expanding, structured containers for a quality diversity search algorithm to operate within. Furthermore we evaluate different approaches for defining sonic characteristics with different feature extraction approaches. Results demonstrate considerable ability in autonomously discovering a diversity of sounds, as well as limitations of simulating evolution within the confines of a single, structured, albeit dynamically redefined, search landscape. Sound objects discovered in traversals through such autonomously illuminated sonic spaces can serve as resources in shaping our lives and steering them through diverse creative paths, along which stepping stones towards interesting innovations can be collected and used as input to human culture