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BRAIN Journal-Redesigning a Flexible Material Master Data Application with Language Dependency-Figure 4. Table structure and relationships
<p>The structure of the tables, primary keys and foreign keys are shown in figure 4.The names of the fields in the database tables are relevant for their content. Only the SPRAS field in the translation-tables TABT and ARET must be explained: SPRAS is a system-field which stands for the language and is used in order to maintain the languages in which the tab/area is translated into.</p>
BRAIN Journal-Redesigning a Flexible Material Master Data Application with Language Dependency-Figure 1. Popup layout for the Material Master Data Application
<p>The Material Master Data Application provides an update popup layout, including tabs, areas and fields (also customer-specific fields). Each tab consists of one or more areas and each area of one or more fields, similar to the example below (figure 1). The application is called flexible because the user must have the possibility to add, delete, reorder or rename tabs, areas and fields.</p>
BRAIN Journal-Redesigning a Flexible Material Master Data Application with Language Dependency-Figure 3. The logical data model of tables and views
<p>The five tables, named TAB, TABT, AREA, ARET and FLD, are combined within three views (TABV, AREV and FLDV) which build a cluster view, TAFC (figure 3). </p>
Influence of Vegetation Flexibility on Hydrodynamics and Wave Attenuation, Hydralab+ Experiment Dataset
<p>This dataset provides the raw data from a series of experiments investigating the influence of submerged aquatic vegetation blade flexibility on wave hydrodynamics. The experiments were conducted as part of collaborative research between the University of Hull and the University of Aberdeen as part of Hydralab+ (www.hydralab.eu), and were completed within the Aberdeen University Random Wave Flume (AURWF). The dataset is supported by a data storage report titled "HYPLUS-HULL-ABDN-01: Influence of Vegetation Flexibility on Hydrodynamics and Wave Attenuation". Due to storage capacity restrictions, the photograph and video media has been removed from this dataset, but can be provided upon request form the authors.</p> <p>The experimental campaign is distinguished into two experimental series:</p> <p>Series 1 - Velocity Measurements:</p> <p>Velocity measurements were conducted for three regular wave conditions, for nine surrogate aquatic vegetation canopies: two canopy heights, two canopy densities, and four vegetation flexibilities. High-resolution non-intrusive velocity measurements were made with a two-component Laser-Doppler Anemometer (LDA), measuring a vertical profile in the centre of each canopy from the flume baseboard top to slightly below the free surface. These measurements were coupled with wave gauge recordings.</p> <p>Series 2 - Wave Attenuation Measurements</p> <p>Wave attenuation measurements were obtained for the nine surrogate vegetation canopies explained in series 1, plus one additional canopy with a greater submergence ratio, for a total of 2 irregular and 12 regular wave conditions.</p>
New Alternatives to the Flexibility of Electric Demand
<p>Over the past decades, the role of electric consumers has been increasingly active in terms of their connection with the profile of electricity demand they have. This change in approach has also been supported by the integration of renewable generation sources, which add a certain level of uncertainty to the system.</p>
Flexible nitrogen utilisation by the metabolic generalist pathogen Mycobacterium tuberculosis
<p>Data on uptake and metabolism of all 20 amino acids by Mycobacterium tuberculosis H37Rv (20 amino acids uptake.zip), shown in Figure 2.</p> <p>Data on kinetics of labelling on 15N-Asp (15N Asp.zip), shown in Figure 4g and h.</p> <p>Data on kinetics of labelling on 15N2-Asn (15N Asn.zip), shown in Figure 4g and h.</p> <p>Data on kinetics of labelling on 15N-Glu (15N Glu.zip), shown in Figure 4g and h.</p> <p>Data on kinetics of labelling on 15N2-Gln (15N Gln.zip), shown in Figure 4g and h.</p> <p>Data on kinetics of labelling on 15N-NH4+ (15N NH4+.zip), shown in Figure 4g and h.</p> <p>Data on position specific labelling with Asn and Gln (PIL.zip), shown in Figure 4b to f.</p> <p>Data on co-metabolism of Glu/Gln and Asp/Asn (co-metabolism.zip), shown in Figure 5.</p>
Supplementary data for "Stability and flexibility of Heterometallic Formate Perovskites with the Dimethylammonium Cation: Pressure-induced Phase transitions and Density Functional Theory Calculations"
<p>Optimized structures for DMANaCr, DMAKCr and DMAZn.</p> <p>For each structure there is a zip-file containing the force constants used for the phonon calculation, the phonon frequencies at the gamma point, the calculated thermal properties and the phonon partial density of states.</p> <p>For further information see the associated paper.</p>
Adult-level learning and behavioural flexibility in T. scincoides
<p>Raw data files and R code</p> <p> </p>
Reproducibility package for the KDD 2019 paper "Pairwise Comparisons with Flexible Time-Dynamics"
<p>This archive contains the data necessary to reproduce most experiments and all plots presented in the following paper:</p> <p>Lucas Maystre, Victor Kristof, Matthias Grossglauser, <a href="https://arxiv.org/abs/1903.07746">Pairwise Comparisons with Flexible Time-dynamics</a>, KDD 2019.</p>
Hourly U.S. Building Electricity Use, Cost, and Emissions Baselines to Support Time-Sensitive Analyses of Energy Efficiency and Flexibility Measures
<p>These data underpin an analysis of the time-sensitive impacts of energy efficiency and flexibility measures in the U.S. building sector using Scout (<a href="https://scout.energy.gov">scout.energy.gov</a>), a reproducible and granular model of U.S. building energy use developed by the U.S. national labs for the U.S. Department of Energy's Building Technologies Office.</p> <p>The analysis applies sub-annual adjustments to U.S. baseline building energy use, cost, and emissions in order to characterize how these metrics vary across hour of the day, season, and geographic region in the U.S. building sector. These adjustments are based on daily energy load, price, and emissions shapes from various data sources and are used to re-apportion baseline energy, cost, and emissions totals from <a href="https://www.eia.gov/outlooks/aeo/data/browser/%20/%20%7b%20/%20# \ }/?id=2-AEO2018 \ { \ & \ }cases=r ef2018 \ { \ & \ }sourcekey=0">EIA's Annual Energy Outlook (AEO) Reference Case projections</a> across all hours of a year. The resulting sub-annual baselines are specified by building sector, end use, region, and season and can be used in analyses of building efficiency and flexibility measures to quantify their time-sensitive impacts at the national scale. Analyses of these data demonstrate that energy efficiency measures continue to show strong value under a time-sensitive framework while the value of flexibility depends on assumed electricity rates, measure magnitude and duration, and the amount of savings already captured by efficiency.</p> <p>The data uploaded below include CSV files that show hourly energy use, cost, and emissions totals for the U.S. building sector as well as by end-use, region, and season. An additional CSV includes residential and commercial price intensities (USD/quad) for all hours of the day based on different time-of-use (TOU) rate data from the U.S. Utility Rate Database (URDB). Further detail on each of these CSVs is given below:</p> <ul> <li>'TSV_baseline_totals.csv': this file shows hourly total energy, cost, and emissions estimates for commercial and residential buildings in 2018 and 2030. It presents these estimates in Quads (source), Quads (site), and TWh (site). For the cost totals, it presents two estimates for each year and building sector, including one using the median TOU rate from the URDB and one using the average retail rate for the corresponding building sector. For converting source energy to site, total delivered electricity and electricity-related losses data for the residential and commercial sector are drawn from <a href="https://www.eia.gov/outlooks/aeo/data/browser/#/?id=2-AEO2018&sourcekey=0">AEO Summary Table A2</a>.</li> <li>'TSV_baseline_end-use.csv': this file shows hourly energy, cost, and emissions estimates for commercial and residential buildings in 2018 and 2030 broken out by building end-use. It presents totals in terms of both source and site energy as above and presents cost totals based on the median TOU rate for each building sector from the URDB.</li> <li>'TSV_baseline_region.csv': this file shows hourly energy, cost, and emissions estimates for commercial and residential space heating and cooling end uses in 2018 and 2030 for each <a href="https://www.eia.gov/consumption/residential/maps.php">American Institute of Architects (AIA) climate zone</a>. It presents totals in terms of both source and site energy as above and presents cost totals based on the median TOU rate for each building sector from the URDB.</li> <li>'TSV_baseline_region_season.csv': this file shows a similar disaggregation of the data as ‘TSV_baseline_region.csv’, but it further disaggregates results by season. The seasonal definitions are as follows: 'intermediate' (October to November; March to April), 'winter' (November to February), and 'summer' (May to September).</li> <li>'TSV_annual_price_intensities.csv': this file presents annual hourly price intensities for the commercial and residential building sectors in 2018 and 2030 based on different TOU rate data from the URDB. Three different rate structures are included for each building sector, and these are the 5th, 50th, and 95th percentile of all existing commercial and residential TOU rates in the URDB in terms of their peak to off-peak price ratio.</li> </ul>
Fig. 3. The lecanocrinid species Ammonicrinus doliiformis Wolburg, 1938a in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 3. The lecanocrinid species Ammonicrinus doliiformis Wolburg, 1938a (for 1937) from the Selscheid Formation of Ohle, Sauerland (Wolburg 1938a: 230). A. Casts of nearly complete specimen. Specimen attached to a brachiopod valve (right arrow) (A1), showing the characteristic triangular connection between mesi− and dististele (left arrow) and slightly compressed mesistele (from Wolburg 1938a: pl. 17: 1); detail view of the attachment disc (arrow) (A2), encrusting the brachiopod (from Wolburg 1938a: pl. 18: 8); detail view of the triangular connection between mesi− and dististele (arrow) (A3) (from Wolburg 1938a: pl. 17: 6a); detail view of the coiled, slightly compressed mesistele (A4) (from Wolburg 1938a: pl. 17: 4). B. Former assumed reconstruction of life mode, figured with a crown that protrudes toward the lateral−exterior (arrow) (from Wolburg 1938a: 240, fig. 5). C. Former assumed reconstruction of the crown (1938a: 233, fig. 4). Not to scale.
Fig. 4 in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 4. First illustration of the actual plate diagram and definition of genus Ammonicrinus as a lecanocrinid Flexibilia by Ubaghs (1952). A. Ammonicrinus doliiformis Wolburg, 1938a (for 1937), SMF−XXIII−165a from the "Rommersheim Formation" of the Auburg, Gerolstein, Eifel, Germany (Ubaghs 1952: 220). View of coiled mesistele (A1); view of exposed proxistele (A2) (taken from Ubaghs 1952: pl. 3: 1, 3). B. Anomalous crown of "Ammonicrinus wanneri" from the "Rommersheim Formation" of the Steineberg, N of Kerpen, Eifel, Germany (Ubaghs 1952: 220) (= holotype of A. jankei sp. nov., no. SMF−XXIII−167a) coiled by the mesistele. View of the coiled mesistele (B1) (Ubaghs 1952: pl. 1: 3); partly excavated crown (B2), showing radiating ridges on radials and one slightly lobe−like enlarged appendage that possibly could support the lateral water respectively faecal−ejection (arrow) (Ubaghs 1952: pl. 1: 4); excavated crown in lateral view (B3, B4), the second "radianal plate" respectively "supplementary plate" (see arrows) is based on an anomaly (Ubaghs 1952: pl. 2: 3, 2); plate diagram (B5), showing the two anomalous plates (arrows) (slightly modified after Ubaghs 1952: 205, fig. 1); schematic drawing of the coiled specimen (B6); reconstruction of the assumed living feeding position (B7) (Ubaghs 1952: 110, fig. 2; p. 223, fig. 5). Not to scale.
Fig. 14. A in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 14. A. Schematic reconstruction of Ammonicrinus (strongly modified after Piotrowski 1977: 209, fig. 3) of a feeding Ammonicrinus within low−intensity current water. Alternating water pressure was possibly generated in the interior of the enrolled proximal stem by slow, bellow−like partial opening and closing (red arrows) of the base of the central mass; due to the synarthrial (bifacial) articulation of the ammonicrinid mesistele that developed two huge ligamentary facets (orange), separated by the fulcrum, bellow−like partial opening could possibly enabled by stiffening of the outer ligaments (see orange bars in A1); closing could be controlled by stiffening of the inner ligaments (see orange bars in A2). A1, suction during opening may result from low−pressure (P−) and create an ingesting water flow (blue arrow); A, ejection during closure (red arrow) resulted from overpressure (P+); to minimise faecal recycling, 2 the water ejection may have occurred laterally (blue arrows), feasibly at both lateral centres, which have "openings". B. Lobe−like enlarged appendages (framed in red) could possibly support the lateral water faecal−ejection (modified from Ubaghs 1952: pl. 1: 4). C. Reconstruction of a feeding "encased runner−type" of A. leunisseni sp. nov., attached to a tabulate coral (model); the spined specimen dwelled enrolled on the muddy seafloor; alternating water pressure was obviously generated in the interior of the enrolled proximal stem globe by non−muscular, probably MCT−controlled, slow, bellow−like partial opening and closing of the oblate sphere at its bottom (dashed arrow); suction during opening created an ingesting water flow (see arrow on the left), which was funnelled in a "canal", formed by the unspined interior of the columnals of the mesistele, whose U−shaped LCEE additionally formed a protection against immersive sediment; ejection during closure resulted from overpressure; to minimise faecal recycling, the water ejection occurred supposably laterally, feasibly at both lateral centres, which accordingly show "openings" (see arrows on the right). Not to scale.
Fig. 9. Lecanocrinid Ammonicrinus species. A–J. Ammonicrinus wanneri Springer, 1926. A–I in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 9. Lecanocrinid Ammonicrinus species. A–J. Ammonicrinus wanneri Springer, 1926. A–I. From the Eifel (locality 3, Appendix 1), Germany, Lower Givetian (Middle Devonian). J. From the Eifel (locality 7, Appendix 1), Germany, Lower Givetian (Middle Devonian). A. Lateral view of a partly preserved specimen (GIK−2133) with coiled mesistele. B. Lateral view, respectively view of external columnal flanks of the coiled mesistele of a partly preserved specimen (GIK−2134) with one preserved, postulated cup ossicle (arrow). C. View of external columnal flanks of the mesistele of a partly preserved specimen (GIK−2135). D. Lateral view, respectively view of external columnal flanks of the coiled mesistele of a partly preserved specimen (GIK−2136), +
Fig. 8 in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 8. Reconstruction of a spined "settler−type" of Ammonicrinus leunisseni sp. nov., attached to a brachiopod brachial valve (Schizophoria sp.); the original (GIK−2103) from locality 6 is figured in Fig. 12L. Not to scale.
Fig. 13 in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 13. Postmortem epizoan encrusting on disarticulated columnals of the lecanocrinid crinoid species Ammonicrinus sulcatus Kongiel, 1958. A–G. From the Eifel (locality 1, Appendix 1), Germany, upper Eifelian (Middle Devonian). H, I. From the Eifel (locality 2, Appendix 1), Germany, upper Eifelian (Middle Dvonian). A. View of external flanks of a pluricolumnal of the mesistele (GIK−2147), encrusted by a trepostomate bryozoan (Leptrotrypella(?) sp.) (arrows). B. Internal view of a pluricolumnal of the distal−most mesistele (GIK−2148), encrusted by a cystoporate bryozoan (Eridopora(?) sp.) (arrows). C. Facet view of an isolated, distal−most columnal of the mesistele (GIK−2149), encrusted by a trepostomate bryozoan [Leptrotrypella(?) sp.] (arrows). D. External flanks of a pluricolumnal of the mesistele (GIK−2150), encrusted by a trepostomate bryozoan (Eostenopora(?) sp.) (see arrows below); the bryozoan is infested by a crinoid attachment disc (arrows in D2); general view (D1), detail view (D2). E. View of external flanks of a pluricolumnal of the mesistele (GIK−2151), encrusted by a crinoid holdfast (arrow). F. Facet view of an isolated columnal of the mesistele (GIK−2152), encrusted by a cystoporate bryozoan (Cyclotrypa(?) sp.) (arrows). G. Facet view of a pluricolumnal of the mesistele (GIK−2153), encrusted by a cystoporate bryozoan (Cyclotrypa(?) sp.) (arrows). H. Facet view of an isolated columnal of the mesistele (GIK−2154) (H1), encrusted by microconchid valves (see arrows in detail view (H2). I. Facet view of an isolated columnal of the mesistele (GIK−2155), encrusted by a holdfast of a fenestrate bryozoan (arrow). Scale bars 10 mm.
Fig. 2 in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 2. The first figures of Ammonicrinus from Springer (1926) and Krause (1927). A. Ammonicrinus wanneri Springer, 1926 (from Springer 1926: pl. 6: 4a, b). A1, view of the extetrnal flanks of the coiled mesistele; A2, coiled mesistele in lateral view. B. Ammonicrinus leunisseni sp. nov. (= "A. wanneri" in Springer 1926: pl. 6: 5, 5b). B1, view of the extetrnal flanks of the coiled mesistele; B2, coiled mesistele in lateral view. C. Photograph of the holotype of Ammonicrinus wanneri Springer, 1926, USNM−S2115; lateral view of coiled mesistele; connection between mesi− and dististele, dististele and attachment missing (see fracture surface at distal mesistele). D. Photograph of USNM−S2115, the Springer (1926) original of "Ammonicrinus wanneri" (= A. leunisseni sp. nov. herein); lateral view of coiled mesistele; connection between mesi− and dististele, dististele and attachment missing (see fracture surface at distal mesistele). E. Ammonicrinus doliiformis Wolburg, 1938a (for 1937) (= "A. wanneri" in Krause 1927: pl. 8: 4, 2). E1, view of the extetrnal flanks of the coiled mesistele; E2, coiled mesistele in lateral view. A–D from the Middle Devonian, Eifel Limestone; Prüm, Eifel, Germany (Springer 1926: 25); E from the Middle Devonian of Sötenich, Eifel (Krause 1927: 456). A, B, E not to scale; C, D scale bars 10 mm.
Fig. 1. A in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 1. A. Reconstruction of the Ammonicrinus life time position (modified after Piotrowski 1977: 208, fig. 2). B. Ammonicrinus plate diagram (not to scale).
Fig. 7 in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 7. Ammonicrinus leunisseni sp. nov. A. Reconstruction of a "encased runner−type" of A. leunisseni sp. nov. attached to a tabulate coral (model); the spined specimen dwelled enrolled on the muddy seafloor. B. The original (GIK−2102) from the Eifel (locality 6, Appendix 1), Germany, Lower Givetian (Middle Devonian); showing slightly compressed proximal mesistele. A not to scale, B scale bar 10 mm.
Fig. 5 in Revision of the flexible crinoid genus Ammonicrinus and a new hypothesis on its life mode
Fig. 5. Schematic illustrations of Ammonicrinus sulcatus Kongiel, 1958 after Piotrowski (1977). A. Lateral cross section through the feeding crinoid (Piotrowski 1977: 209, fig. 3). B. Former reconstruction of life time position (Piotrowski 1977: 208, fig. 2). Not to scale.
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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.