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data_processing
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Assessing the interaction of oceanic and riverine processes on coastal phytoplankton dynamics in the East China Sea
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ON THE ROLE OF NATIONAL-MENTAL AND SOCIAL REPRESENTATIONS IN THE PROCESS OF FIGURE-UP INTERPRETATION OF THE MEANING OF WORDS
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Pre-processed PanNuke for HoVer-UNet training
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Fig. 6. Prosternal processes. A in The Genera of Agaocephalini (Coleoptera: Scarabaeidae: Dynastinae) of Colombia, with Description of a New Species of Lycomedes Brême
Fig. 6. Prosternal processes. A) Brachysiderus quadrimaculatus, B–C) Mitracephala humboldtii (arrows point to developed processes), D) Spodistes grandis, E) Lycomedes enigmaticus F) L. hirtipes.
Understanding multidisciplinary product development through a synthesis mapping of approaches, processes, methods and tools from the scientific literature - Searchable map
<p>This document introduces a synthesis map of approaches, processes, methods and tools for multidisciplinary product development. The presented map is associated with an open-access article – see the citation box below – and differs from the one provided in the article in that it is searchable, which makes it easier to pinpoint the approaches, processes, methods and tools. This document comprises a legend and the map. </p> <p>To contextualize the map, multidisciplinary products arise from the integration of contributions from mechanical, electrical, electronics, software, and broadly information and communication technologies. <br>This “multidisciplinarity” implies a higher technical and organizational complexity that can invite companies to adapt their development. To support companies in the adaptation of their development and navigate the dense and fragmented scientific literature corpus on multidisciplinary product development, the authors proposed to graphically organize it.</p> <p>In a first phase, multidisciplinary product development was investigated by analyzing three specific types of multidisciplinary products that can be referred to as “cyber-physical systems”, “mechatronics”, and “smart products and systems” in the literature. This first phase led to three maps which graphically organized a total of 236 “concepts and techniques” identified from 167 scientific papers through an extensive literature review and categorized based on a four-level model paired with a decision tree. A second phase, which result is represented below, introduced some simplifications and filters to the initial maps, which narrow down the number of concepts and techniques to 56. The following map represents a preliminary database of concepts and techniques for multidisciplinary product development and serves to support companies in their transformation from the product development perspective by providing them with a synthesized overview of the related literature. This work is particularly suited for companies and researchers looking for getting acquainted with the scientific literature related to multidisciplinary product development and how the different concepts and techniques can be associated.</p>
A chronometric study of the posterior cerebellum's function in emotional processing
<p>Introduction</p> <p>This database includes the raw data linked with the paper “ A chronometric study of the posterior cerebellum’s function in emotional processing ” under review on Current Biology. In this paper, we reported healthy individuals’ mean accuracy rates and reaction times (RTs) during an emotion discrimination task while receiving chronometric and state-dependent TMS over the posterior cerebellum (Experiment 1, 2 and 3), the early visual cortex (Experiment 1) and the posterior superior temporal sulcus (pSTS, Experiment 2 and 3). The present study aimed at investigating the chronometry of the posterior cerebellar involvement during social processing and its functional connectivity with cortical hub of the social brain.</p> <p>Methods</p> <p>In Experiment 1 (N=25), we assessed the temporal involvement of the cerebellum in facial emotion discrimination by applying triple-pulse (20 Hz= TMS over the early visual cortex, the paravermal posterior cerebellum and the vertex at four different time-window: 20-120, 120-220, 220-320, 320-420 ms from stimulus onset. In Experiment 2 (N=24), we delivered double-pulse TMS (40 ms between each pulse, 25 Hz) at 100-140, 130-170, 170-210 ms from stimulus onset, over the paravermal posterior cerebellum, the right pSTS and the vertex. In Experiment 3 (N=36), we used a dual-site condition-and-perturb TMS approach to test cerebellar-pSTS connectivity by conditioning the paravermal posterior cerebellum (and the vertex as control condition in a separate session) through 15 minutes of inhibitory (1 Hz) TMS and then perturbing the pSTS during the execution of the facial emotion discrimination task through five-pulses (10 Hz).</p> <p>Results (in brief)</p> <p>We showed that the posterior cerebellum is recruited at early stages of the emotional processing (starting 100 ms after stimulus onset), simultaneously with the pSTS. A key node of the emotional-social brain. Moreover, we found that the recruitment of the pSTS in emotional processing is dependent on cerebellar activation. Our results are the first to shed light on chronometric aspects of cerebellar function and its causal connectivity with other nodes of the social brain.</p>
ALGORITHM OF DATA PREPARATION FOR CREATION OF CURRENT BPMN MODEL OF ADMINISTRATIVE AND AUXILIARY PROCESSES OF TELECOMMUNICATION ORGANIZATIONS MANAGEMENT.
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DATA PRE-PROCESSING MECHANISM FOR ANALYSIS OF ECONOMIC INDICATORS
<p><em><span>This article examines today's digitization of the economy, ongoing research in this regard, computerization works in a specific area of the economy, economic analysis, issues of working with digital data in this regard.</span></em></p>
Spatial transcriptomic reconstruction of the mouse olfactory glomerular map suggests principles of odor processing
<p>This deposit contains the MERFISH data used in this study.</p>
FIGURES –. Relatively rare Achnanthales (SEM, New Caledonia, Melanesia). Cocconeis margaritata Riaux-Gobin & Al-Handal, oblong SV areolae bordered by siliceous small beads (37–38), Cocconeis paucistriata Riaux-Gobin, Romero, Compère & Al-Handal (39, 40), SV striae composed of a unique areola on each side of the SV sternum (40, arrow), two (to three) marginal areolae (39, 40), simple process apertures on SV mantle (40, twin arrowheads). Cocconeis sigillata Riaux-Gobin & Al-Handal (41), low marginal crista marginalis and biseriate striae (41, arrowhead) split in two parts by an axial raised area. Achnanthidium glyphos Riaux-Gobin, Compère & Witkowski (42), naviculoïd SV shape, one row of marginal oblong SV areolae (42, arrowhead). See the RV of these taxa on their original description (refs cited above). Scale bars = 3 µm (37), 2 µm (42), 500 nm (40), 400 nm (38). in Marine Achnanthales (Bacillariophyceae) from New Caledonia (Melanesia): assemblage specificities, ultramafic environment
FIGURES –. Relatively rare Achnanthales (SEM, New Caledonia, Melanesia). Cocconeis margaritata Riaux-Gobin & Al-Handal, oblong SV areolae bordered by siliceous small beads (37–38), Cocconeis paucistriata Riaux-Gobin, Romero, Compère & Al-Handal (39, 40), SV striae composed of a unique areola on each side of the SV sternum (40, arrow), two (to three) marginal areolae (39, 40), simple process apertures on SV mantle (40, twin arrowheads). Cocconeis sigillata Riaux-Gobin & Al-Handal (41), low marginal crista marginalis and biseriate striae (41, arrowhead) split in two parts by an axial raised area. Achnanthidium glyphos Riaux-Gobin, Compère & Witkowski (42), naviculoïd SV shape, one row of marginal oblong SV areolae (42, arrowhead). See the RV of these taxa on their original description (refs cited above). Scale bars = 3 µm (37), 2 µm (42), 500 nm (40), 400 nm (38).
Figure 13 in Extra-branchial processes manifest extra diversity: systematics of the genus Trapania (Nudibranchia: Goniodorididae) and nine new species descriptions
Figure 13. Trapania tamaraw sp. nov. Scanning electron micrographs of buccal armature of holotype NMP 041334, (formerly CASIZ 208391). A, jaws. B, detail of rodlets. C, largest portion of radular ribbon. D, newly formed radular teeth.
Entanglement-optimal trajectories of many-body quantum Markov processes
<p>We develop a novel approach aimed at solving the equations of motion of open quantum many-body systems. It is based on a combination of generalized wave function trajectories and matrix product states. We introduce an adaptive quantum stochastic propagator, which minimizes the expected entanglement in the many-body quantum state, thus minimizing the computational cost of the matrix product state representation of each trajectory. We illustrate this approach on the example of a one-dimensional open Brownian circuit. We show that this model displays an entanglement phase transition between area and volume law when changing between different propagators and that our method autonomously finds an efficiently representable area law unraveling.</p>
Procession In The Mist By Ernst Ferdinand Oehme
<u>Source</u>: Flickr <br><u>4DCity URL</u>: <a href="https://4dcity.org/imgupload/1677502669.4294.jpg">https://4dcity.org/imgupload/1677502669.4294.jpg</a> <br><u>Original Image URL</u>: <a href="https://live.staticflickr.com/65535/52627392375_0f412ee9cd_m.jpg">https://live.staticflickr.com/65535/52627392375_0f412ee9cd_m.jpg</a>
Delft3D FM Simulation Data, Drone Observations, and Post-processing Scripts for Tidal Jet Vortices over Complex Bathymetry
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INITIAL PROCESS AND SYNTHESIS GAS CONVERSION IN FISCHER-TROPSCH FUSION REACTION
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surface observe for the research of two extreme rainfall processes
<p>The S band radar and surface observation data for the research of two extreme rainfall processes</p>
Data analysis of the activities developed by teachers to understinds how inpiration can be supported during the conceptualization phase of the LD process
<p>This dataset contains the analysis of the material collected during the workshops conducted with teachers and TEL experts to understand how inspiration can be supported during the conceptualisation phase of the learning activity design process. It is part of a study by Calvera-Isabal M. (to be published). </p> <p>This work has been funded by PID2020-112584RB-C33 funded by MCIN/AEI/10.13039/501100011033, the CS Track project, EU Horizon 2020 programme [grant agreement No 872522], grant for activities to increase the social impact of research in 2021 from Universitat Pompeu Fabra (UPF) and H2O Learn project PID2020-112584RB-C33 funded by MCIN/ AEI / 10.13039/501100011033.</p> <p>Please contact miriam.calvera@upf.edu for data availability.</p>
USING EDUCATIONAL PROJECTS WITH THE HELP OF ICT IN THE EDUCATIONAL PROCESS
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Kg2 SemMed sourced processed dataset
This is an automated upload of output_filtered.csv.
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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.