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gellum black. Femora all black or forefemur ferruginous in apicoventral half; foretibia brown or ferruginous, midtibia brown ferruginous, hindtibia brown; tarsi varying from brown to ferruginous. ♂.– Unknown. GEOGRAPHIC DISTRIBUTION.– Known only from higher elevations (1020-1130 m above sea level) of Ranomafana National Park, Madagascar. RECORDS (Fig. 29).— All specimens were collected in Ranomafana National Park, Fianarantsoa Province. Holotype: ♀, Belle Vue at Talatakely at 21º15.99'S 47º25.21'E, alt. 1020 m, 14-21 Jan 2002, M. Irwin and R. Harin 'Hala (CAS). Paratypes: Radio tower at forest edge at 21º15.05'S 47º24.43'E, alt. 1130 m, 23 Aug – 7 Sept 2006 and 1-11 Nov 2006, M. Irwin and R. Harin 'Hala (2 ♀, CAS); same data as holotype except 22-28 Nov 2001 and R. Harin 'Hala alone (1 ♀, CAS); Vohiparara at 21º13.57'S 47º22.19'E, alt. 1110 m, 22-28 Nov 2001, R. Harin 'Hala (1 ♀, CAS). FIGURE 29. Collecting localities of Tachytes melanogaster sp. nov. in A Review of the Wasp Genus Tachytes Panzer, 1806 of Madagascar (Hymenoptera: Crabronidae)
gellum black. Femora all black or forefemur ferruginous in apicoventral half; foretibia brown or ferruginous, midtibia brown ferruginous, hindtibia brown; tarsi varying from brown to ferruginous. ♂.– Unknown. GEOGRAPHIC DISTRIBUTION.– Known only from higher elevations (1020-1130 m above sea level) of Ranomafana National Park, Madagascar. RECORDS (Fig. 29).— All specimens were collected in Ranomafana National Park, Fianarantsoa Province. Holotype: ♀, Belle Vue at Talatakely at 21º15.99'S 47º25.21'E, alt. 1020 m, 14-21 Jan 2002, M. Irwin and R. Harin 'Hala (CAS). Paratypes: Radio tower at forest edge at 21º15.05'S 47º24.43'E, alt. 1130 m, 23 Aug – 7 Sept 2006 and 1-11 Nov 2006, M. Irwin and R. Harin 'Hala (2 ♀, CAS); same data as holotype except 22-28 Nov 2001 and R. Harin 'Hala alone (1 ♀, CAS); Vohiparara at 21º13.57'S 47º22.19'E, alt. 1110 m, 22-28 Nov 2001, R. Harin 'Hala (1 ♀, CAS). FIGURE 29. Collecting localities of Tachytes melanogaster sp. nov.
Repository of WESC2017 paper data - Benefits of subcomponent testing over full- scale blade testing elaborated on a trailing-edge bond line design
<p>Title:<br> <a href="https://doi.org/10.5194/wes-3-1-2018">Benefits of subcomponent over full-scale blade testing elaborated on a trailing-edge bond line design validation</a></p> <p>Authors:<br> <a href="mailto:malo.rosemeier@iwes.fraunhofer.de">Malo Rosemeier</a>, Gregor Basters, and Alexandros Antoniou</p> <p>Affiliation:<br> Division Structural Components, Fraunhofer IWES, Fraunhofer Institute for Wind Energy Systems, Am Seedeich 45, 27572 Bremerhaven, Germany</p> <p>The following data used for the study is provided:</p> <ul> <li> data_blade.zip contains input data for fusedwind-dev (https://github.com/FUSED-Wind/fusedwind-dev) of the DTU10MW blade.</li> <li>data_becas.zip contains input/ output data obtained for/ from BECAS with BECASWrapper (https://gitlab.windenergy.dtu.dk/HAWTOpt2/BECASWrapper).</li> <li>data_rfoil.zip contains polars obtained from Rfoil.</li> <li>data_feproc.zip contains the ANSYS APDL models obtained with FEPROCWrapper (https://gitlab.iwes.fraunhofer.de/git/bdt/FEPROCWrapper).</li> <li>*.sqlite data bases contain all results data which can be accessed with the `post.py` script.</li> <li>result_plots.zip contain the results generated by the `post.py` script.</li> </ul> <p>For further details see the manuscript.</p>
Back to the edge: relative coordinate system for use-wear analysis [complement to Online Resource 3]
<p>3D micro surface data processed in ConfoMap v7.4.8633 (a derivative of MountainsMap Imaging Topography developed by Digital Surf, Besançon, France).</p> <p>Instructions to download all files at once are given here: <a href="https://doi.org/10.5281/zenodo.4011952">https://doi.org/10.5281/zenodo.4011952</a></p>
The influence of lattice termination on the edge states of the quantum spin Hall insulator monolayer 1T'-WTe_2
<p>We study the influence of sample termination on the electronic properties of the novel quantum spin Hall insulator monolayer 1T'-WTe<sub>2</sub>. For this purpose, we construct an accurate, minimal 4-orbital tight-binding model with spin-orbit coupling by employing a combination of density-functional theory calculations, symmetry considerations, and fitting to experimental data. Based on this model, we compute energy bands and 2-terminal conductance spectra for various ribbon geometries with different terminations, with and without magnetic field.</p> <p>The provided repository contains all code and data to reproduce the results of this study.</p>
Text-fig. 10. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate, NM S 4766, x 26. Lateral plates on undersurface of arm segment in Hunsrück Slate articulated specimen. Short thin groove spines on ventral edge of lateral arm plates protect undersurface of vertebra and partially cover ambulacral groove. in Isolated Ossicles Of The Family Eospondylidae Spencer Wright, 1966, In The Lower Devonian Of Bohemia (Czech Republic) And Correction Of The Systematic Position Of Eospondylid Brittlestars (Echinodermata: Ophiuroidea: Oegophiurida)
Text-fig. 10. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate, NM S 4766, x 26. Lateral plates on undersurface of arm segment in Hunsrück Slate articulated specimen. Short thin groove spines on ventral edge of lateral arm plates protect undersurface of vertebra and partially cover ambulacral groove.
Text-fig. 7B. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate, BMNH E3358, x 4. Hunsrück Slate articulated specimen. Underside of arm showing two contrasting appearances of lateral arm plates in a single arm. The arm is rolled slightly. Of the left lateral arm plates the lateral surface is extensively exposed. The spine ridge faces distally (posteriorly). Of the right lateral arm plates only the ventral edge that borders the ambulacral groove is exposed. in Isolated Ossicles Of The Family Eospondylidae Spencer Wright, 1966, In The Lower Devonian Of Bohemia (Czech Republic) And Correction Of The Systematic Position Of Eospondylid Brittlestars (Echinodermata: Ophiuroidea: Oegophiurida)
Text-fig. 7B. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate, BMNH E3358, x 4. Hunsrück Slate articulated specimen. Underside of arm showing two contrasting appearances of lateral arm plates in a single arm. The arm is rolled slightly. Of the left lateral arm plates the lateral surface is extensively exposed. The spine ridge faces distally (posteriorly). Of the right lateral arm plates only the ventral edge that borders the ambulacral groove is exposed.
Text-fig. 6. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate, NM S 4766, x 12.5. Undersurface of arm segments in Hunsrück Slate articulated specimen. A few lateral plates are displaced and expose details of vertebrae. The canal for radial water vessel is in center of zygosphene knob and zygotreme pit, like spout and funnel. At distal outer edges of vertebrae is cupola for tube feet. There are no under arm plates. in Isolated Ossicles Of The Family Eospondylidae Spencer Wright, 1966, In The Lower Devonian Of Bohemia (Czech Republic) And Correction Of The Systematic Position Of Eospondylid Brittlestars (Echinodermata: Ophiuroidea: Oegophiurida)
Text-fig. 6. Eospondylus primigenius (STÜRTZ) Bundenbach, Eschenbach-Bocksberg quarry, Lower Devonian, Lower Emsian (Zlichovian), Hunsrück Slate, NM S 4766, x 12.5. Undersurface of arm segments in Hunsrück Slate articulated specimen. A few lateral plates are displaced and expose details of vertebrae. The canal for radial water vessel is in center of zygosphene knob and zygotreme pit, like spout and funnel. At distal outer edges of vertebrae is cupola for tube feet. There are no under arm plates.
Fig. 1 in Association of Ovalisia rutilans (Fabricius, 1777) (Coleoptera: Buprestidae) with thermophilous habitats toward its range edge in northern Poland
Fig. 1. Occurrence of Ovalisia rutilans in Poland (according to Burakowski et al. 1985, Gutowski & Ůugowoj 2000, Z. Chrul, J. Kurzawa, K.Maciejewski, pers.com. – see Appendix). The square indicates the study area.
Daily Edge of Each Polynya in Antarctic (DEEP-AA)
<p>The dataset of Daily Edge of Each Polynya in Antarctic (DEEP-AA) maps the area of each polynya daily. It uses a polynya tracking and identification method proposed by Lin et al., and effectively records the daily areas of both frequent and infrequent polynyas in wintertime (April to October). The DEEP-AA spans from 2003 to 2022 (2011.09.01-2012.07.31 missed). </p> <p><strong>It should be noticed that ONLY the dataset of SIC60_6.25km_20d.zip is recommended, and the other ones used only in sensitive anaylsis were NOT parameter tuned. Be careful to use sets other than SIC60_6.25km_20d.zip.</strong></p> <p>You can get the codfe to create the dataset from the <a href="https://github.com/Mou-si/DEEP/releases/tag/v1.1.0">Github release</a>.</p> <p>A description of the dataset has been published: Lin, Y. et al. A dataset of the daily edge of each polynya in the Antarctic. <em>Sci. Data</em> 11, 1006 (2024).</p> <h3><strong>Contents in DEEP-AA</strong></h3> <ul> <li>DEEP-AA <ul> <li>Subsets (*.zip) <ul> <li>Daily maps (DEEP_*.nc)</li> <li>OverviewMap.mat</li> <li>Input.txt</li> </ul> </li> </ul> </li> </ul> <h3><strong>Subsets</strong></h3> <p>Multiple subsets (*.zip) under various parameter settings are provided here. Among them, <strong>SIC60_6.25km_20d.zip is recommended.</strong> Its spatial resolution is <strong>6.25 km</strong> (polar stereographic grid, EPSG code 3412) and the temporal resolution is <strong>1 day</strong>. This subset is built based on sea ice concentration data from the University of Bremen (https://doi.org/10.1594/PANGAEA.919778, and https://doi.org/10.1594/PANGAEA.898400), combined with ERA5 2m air temperature (https://doi.org/10.24381/cds.adbb2d47), Circum-Antarctic landfast sea ice extent, 2000-2018 - version 2.2 (https://doi.org/doi:10.26179/5d267d1ceb60c), and U.S. National Ice Center Arctic and Antarctic Sea Ice Concentration and Climatologies in Gridded Format, Version 1 (https://doi.org/10.7265/46cc-3952).</p> <p>The other subsets are the results of simple parameter modification (1 or 2 parameters) based on the setting of SIC60_6.25km_20d.zip. You can get detailed parameter settings in the Input.txt in every subset.</p> <h3><strong>Files of each subset<br></strong></h3> <p><strong><em>Daily maps (DEEP_*.nc)</em></strong></p> <p><strong>DEEP-AA provides a NetCDF file daily containing a polynya map for that day. We give each polynya a 9-bit unique ID</strong> that does not change over time, and <strong>in the daily maps, the area of each polynya is masked by its ID</strong>. The last bit of the ID also represents the attributes of the polynya: the even number indicates coastal polynya, odd number indicates open-ocean polynya.</p> <p>In addition, the other open water, open sea, lands, etc. are also recorded in the maps. See details in the following table:</p> <table> <tbody> <tr> <th>Value</th> <th>Meanings</th> </tr> <tr> <td>>0, even number</td> <td>coastal polynya ID mask</td> </tr> <tr> <td>>0, odd number</td> <td>open-ocean polynya ID mask</td> </tr> <tr> <td>-100</td> <td>mask of landfast ice</td> </tr> <tr> <td>-2</td> <td>open sea</td> </tr> <tr> <td>-1</td> <td>the other open waters (not polynyas)</td> </tr> <tr> <td>NaN or -999</td> <td>mask of lands</td> </tr> </tbody> </table> <p> </p> <p><strong><em>OverviewMap.mat</em></strong></p> <p>An overview map of all polynyas identified. It maps all the Antarctic polynyas in that subset by their ID masks. You can run the MATLAB script <a href="https://github.com/Mou-si/DEEP/blob/main/OverviewMapTool/PolynyaIDsFinder_Guide.m" target="_blank" rel="noopener">PolynyaIDsFinder_Guide.m</a> to view it and inquire about polynyas' IDs easily.</p> <p><strong><em>Input.txt</em></strong></p> <p>It records the parameters used to create the subset.</p>
OWL reasoner evaluation results - mobile and edge
<p>Results of an evaluation campaign concerning OWL ontology classification on mobile and edge devices.</p> <p>Experiments were conducted using the evOWLuator framework.</p> <h2>Mobile</h2> <p><strong>Device:</strong> Samsung Galaxy Tab S6 Lite</p> <p><strong>Dataset:</strong> <a href="https://doi.org/10.5281/zenodo.10791">ORE 2014 competition corpus</a> (full dataset)</p> <p><strong>Reasoners:</strong></p> <ul> <li><a href="http://www.hermit-reasoner.com">HermiT</a> (v1.3.8)</li> <li><a href="https://github.com/stardog-union/pellet">Pellet</a> (v2.3.1)</li> <li><a href="https://jfact.sourceforge.net">JFact</a> (v1.2.1)</li> <li><a href="https://github.com/TrOWL/core">TrOWL</a> (v1.5)</li> <li><a href="https://github.com/liveontologies/elk-reasoner">ELK</a> (v0.4.3)</li> <li><a href="http://julianmendez.github.io/jcel">jcel</a> (v0.24.1)</li> </ul> <p><strong>Metrics</strong></p> <ul> <li>Correctness</li> <li>Parsing and reasoning time</li> <li>Peak memory usage</li> </ul> <h2>Edge</h2> <p><strong>Device:</strong> Raspberry Pi 4 Model B+</p> <p><strong>Dataset:</strong> <a href="https://doi.org/10.5281/zenodo.10791">ORE 2014 competition corpus</a> (subset)</p> <p><strong>Reasoners:</strong></p> <ul> <li><a href="https://www.derivo.de/products/konclude">Konclude</a> (v0.7.0)</li> <li><a href="https://github.com/TrOWL/core">TrOWL</a> (v1.5)</li> <li><a href="http://owl.cs.manchester.ac.uk/tools/fact">FaCT++</a> (v1.6.3.1)</li> </ul> <p><strong>Metrics:</strong></p> <ul> <li>Correctness</li> <li>Parsing and reasoning time</li> <li>Peak memory usage</li> <li>Energy usage (<a href="https://github.com/fenrus75/powertop">PowerTOP</a>)</li> <li>Energy usage (<a href="https://www.msoon.com/high-voltage-power-monitor">Monsoon High Voltage Power Monitor</a>)</li> </ul>
NYC Bike Sharing Network: Time-Series Enhanced Nodes and Edges Dataset
<p>This dataset presents a comprehensive graph representation of the New York City Bike Sharing system, structured with nodes representing stations and edges delineating trips between these stations. The dataset is distinctive in integrating dynamic properties as time series data, which are meticulously updated using historical records (csv files) and live data feeds (gbfs files) provided by<a href="https://citibikenyc.com/system-data" target="_blank" rel="noopener"> NYC Bike sharing system</a>. </p> <ul> <li> <p><strong>Nodes</strong>:</p> <ul> <li><strong>Source</strong>: Data is collected from the New York City Bike Station Information API.</li> <li><strong>Attributes</strong>: <ul> <li><strong>ID</strong>: Unique identifier for each station.</li> <li><strong>Name</strong>: Name of the station.</li> <li><strong>Capacity</strong>: Number of bikes the station can accommodate.</li> <li><strong>Short ID</strong>: A condensed identifier used internally.</li> </ul> </li> <li><strong>Time Series Data</strong>: <ul> <li>Updated every 5 minutes from the Station Status API.</li> <li>Captures changes in bike availability, recording values only when they differ from previous data points.</li> </ul> </li> </ul> </li> <li> <p><strong>Edges</strong>:</p> <ul> <li><strong>Source</strong>: Compiled from trip data provided in CSV format specific to NYC Bike Sharing.</li> <li><strong>Attributes</strong>: <ul> <li><strong>Trip Counter</strong>: Total number of trips recorded.</li> <li><strong>Bike Type Counter</strong>: Counts trips made with electric versus classic bikes.</li> <li><strong>Trip Type Counter</strong>: Separates trips made by members versus casual riders.</li> <li><strong>Active Trips Tracker</strong>: Tracks the number of active trips at any given moment.</li> </ul> </li> <li><strong>Aggregation</strong>: Trip data between identical start and end points, in the same direction, are aggregated into a single edge, with time-series tracking the frequency of these trips.</li> </ul> </li> </ul>
Linked collectors and determiners for: erica_edge_2024.
Natural history specimen data linked to collectors and determiners held within, "erica_edge_2024". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/78413536-9c86-4c6d-873b-869503fe713a">https://bionomia.net/dataset/78413536-9c86-4c6d-873b-869503fe713a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/78413536-9c86-4c6d-873b-869503fe713a">https://gbif.org/dataset/78413536-9c86-4c6d-873b-869503fe713a</a>. Formatted as a Frictionless Data package.
Dataset of "Resonant Band-Edge Emissive States in Strongly Confined CsPbBr3 Perovskite Nanoplatelets"
<p>Dataset underpinning the published article:</p> <p>Resonant Band-Edge Emissive States in Strongly Confined CsPbBr<sub>3</sub> Perovskite Nanoplatelets.</p> <p><em>J. Phys. Chem. C, </em><strong>2021,</strong> . <a href="https://doi.org/10.1021/acs.jpcc.1c01353">DOI: 10.1021/acs.jpcc.1c01353</a></p>
Dataset of "Direct Observation of Shallow Trap States in Thermal Equilibrium with Band-Edge Excitons in Strongly Confined CsPbBr3 Perovskite Nanoplatelets""
<p>Dataset underpinning the published article:</p> <p>Direct Observation of Shallow Trap States in Thermal Equilibrium with Band-Edge Excitons in Strongly Confined CsPbBr<sub>3</sub> Perovskite Nanoplatelets</p> <p><em>Adv. Optical Mater.</em> <strong>2021</strong>, <em>9</em>, 2001308. DOI: <a href="http://doi.org/10.1002/adom.202001308">10.1002/adom.202001308</a></p>
A Lagrangian study of interfaces at the edges of cumulus clouds
<p>The upload contains DNS data that has been used to produce the results published in Nair et al, 'A Lagrangian study of interfaces in cumulus clouds,' Journal of the Atmospheric Sciences, 2021. Please read the README file for all necessary information on how to read and analyze the data.</p>
Superior robustness of anomalous nonreciprocal topological edge states
<p>Figure data, raw measured data, and codes for the paper "Superior robustness of anomalous nonreciprocal topological edge states", Nature 2021, by Z. Zhang et al.</p>
Text-fig. 3. a–g, i, j: Quinquala obovata gen. et sp. nov., fruits from Wyoming and Oregon. a, b: Kisinger Lakes flora, Wyoming. a: Enlarged lateral view of split wing displaying venation along outer edge. Note the seed present in the locular area (arrow). UF 19376-60023b. b: Enlarged lateral view of split wing containing seeds within the locular area (arrow). UF 19376-60023c. c: Lateral view of fruit from White Cliffs, Oregon. UF 262-17690. d: Lateral view of fruit from West Branch Creek, Oregon. UF 229-53091. in Winged Fruits Of Rutaceous Affinity From The Eocene Of Western North America
Text-fig. 3. a–g, i, j: Quinquala obovata gen. et sp. nov., fruits from Wyoming and Oregon. a, b: Kisinger Lakes flora, Wyoming. a: Enlarged lateral view of split wing displaying venation along outer edge. Note the seed present in the locular area (arrow). UF 19376-60023b. b: Enlarged lateral view of split wing containing seeds within the locular area (arrow). UF 19376-60023c. c: Lateral view of fruit from White Cliffs, Oregon. UF 262-17690. d: Lateral view of fruit from West Branch Creek, Oregon. UF 229-53091.
Text-fig. 6. Photo of cave lion lower premolar p4 root cut. The approximate age of individual is 9.5 years (No 3 in Tabs 6, 7). The thin layers on the edge of root are the dental cement increments; number 1 marks winter increment, number 2 marks summer increment. Photo by M. Nývltová Fišáková. in The Mammalian Fauna Of Barová Cave (Moravian Karst, The Czech Republic)
Text-fig. 6. Photo of cave lion lower premolar p4 root cut. The approximate age of individual is 9.5 years (No 3 in Tabs 6, 7). The thin layers on the edge of root are the dental cement increments; number 1 marks winter increment, number 2 marks summer increment. Photo by M. Nývltová Fišáková.
Text-fig. 16. Impact marks on the ventral edge of mandible 98-583-C-Př5-90-92, for the metrics of this bone see Table 12. in Consumption Of Canid Meat At The Gravettian Předmostí Site, The Czech Republic
Text-fig. 16. Impact marks on the ventral edge of mandible 98-583-C-Př5-90-92, for the metrics of this bone see Table 12.
Text-fig. 3. Eastern wall of Jirásek's Quarry with studied section, with light-grey Acanthopyge Limestones in lower half of the wall, the UDI (in brown) in upper half followed by bioclastic breccia (Bed 46 sensu Hladil 1993) near the edge of the wall (a) and detail of UDI and adjacent limestones with the most productive beds (b). Photo January, 2019. in Rhynchonelliform Brachiopods And Trilobites Of The 'Upper Dark Interval' In The Koněprusy Area Devonian, Eifelian, Kačák Event; The Czech Republic
Text-fig. 3. Eastern wall of Jirásek's Quarry with studied section, with light-grey Acanthopyge Limestones in lower half of the wall, the UDI (in brown) in upper half followed by bioclastic breccia (Bed 46 sensu Hladil 1993) near the edge of the wall (a) and detail of UDI and adjacent limestones with the most productive beds (b). Photo January, 2019.
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.