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19,293 results for “western”

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zenodo36/100

Figure 6 in Maratus yanchep, a new peacock spider from Western Australia (Araneae: Salticidae: Euophryini: Australphryni)

Figure 6 (continued from previous page, continued on next page). Medial to lateral views of the left pedipalp of type males for Maratus yanchep, in alcohol.

opencc-by-nd-4.0Dec 2023View details →
zenodo36/100

Figure 6 in Maratus yanchep, a new peacock spider from Western Australia (Araneae: Salticidae: Euophryini: Australphryni)

Figure 6 (continued on next page). Medial to lateral views of the left pedipalp of type males for Maratus yanchep, in alcohol.

opencc-by-nd-4.0Dec 2023View details →
zenodo36/100

Figure 6 in Maratus yanchep, a new peacock spider from Western Australia (Araneae: Salticidae: Euophryini: Australphryni)

Figure 6 (continued from previous page, continued on next page). Medial to lateral views of the left pedipalp of type males for Maratus yanchep, in alcohol.

opencc-by-nd-4.0Dec 2023View details →
zenodo36/100

Aridity record of the Arabian Peninsula for the last 200 kyr: environmental magnetic evidence from the western equatorial Indian Ocean

<p><span>The evolution of aridity and its forcing mechanisms in the Arabian Peninsula are of significance for better understanding the environmental response of the region to global change and the impact of past climate shifts in human evolution. Paleoclimatic reconstructions for the region are predominantly derived from fragmentary terrestrial records. Here, we present a detailed environmental magnetic record for marine sediments from the western equatorial Indian Ocean, which constitute the terminal sink for eolian material originated from the Arabian Peninsula.</span></p>

opencc-by-4.0Apr 2024View details →
zenodo36/100

Multitrack Western Instrumental Classical Trio Dataset

<p>Synthesized Trio dataset with added percussion (hammer sounds) based on the piano of the original piece. The original use case was to find remixing preferences for cochlear implant users in Western instrumental classical music with a low number of instruments and with a similar separation of musical components as used in pop music remixing (i.e. melody, bass, accompaniment, and percussion).</p> <p>&nbsp;</p> <p>Note, that instruments differ from the original composition. The used instruments are shown in the table below. The compositions' MIDI files were kindly provided by Classical Archive (www.classicalarchives.com/midi.html), and Native Instruments kindly supplied us with the Contact library for the synthesis.</p> <p>&nbsp;</p> <p>Instruments selected for synthesis:</p> <table> <tbody> <tr> <td>&nbsp;</td> <td>Melody</td> <td>Bass</td> <td>Accompaniment</td> <td>Percussion</td> </tr> <tr> <td>Arrangement 1</td> <td>Clarinet</td> <td>Cello</td> <td>Piano</td> <td>Dampened Piano (Leather)</td> </tr> <tr> <td>Arrangement 2</td> <td>Cello</td> <td>(Bass-)Clarinet</td> <td>Harpsichord</td> <td>Dampened Piano (Felt)</td> </tr> </tbody> </table> <p>&nbsp;</p> <p>The excerpts were taken from the following pieces:</p> <ol> <li>Dvorak - Trio No 4 in E minor for Piano, Violin &amp; Cello Op 90</li> <li>Mendelssohn - Piano Trio No 1 in D minor. Op 49&nbsp;</li> <li>Bach - Trio Sonata in G (BWV1039)</li> <li>Debussy - Piano Trio in G major</li> </ol> <p>&nbsp;</p> <p>Each track is loudness balanced using the ReplayGain implemented foobar2000.</p> <p><br>For more information, please refer to the corresponding paper: Althoff, Gajecki, Nogueira (2024) Trends In Hearing.</p> <p>If you use this dataset please cite: Althoff, Gajecki, Nogueira (2024) Trends In Hearing.</p>

opencc-by-nc-sa-4.0May 2023View details →
zenodo36/100

Data for "Association of western US compound hydrometeorological extremes with Madden-Julian oscillation and ENSO interaction"

<p>The files in this dataset are used to reproduce the figures in a paper entitled "Association of western US compound hydrometeorological extremes with Madden-Julian oscillation and ENSO interaction", submitted to <em>Communications Earth &amp; Environment</em>.</p> <p>The data are in the NetCDF format including the climatological frequency of compound precipitation and temperature extremes over the western US and their changes associated with Madden-Julian oscillation and ENSO. Reanalysis ERA5 data contain the geopotential height, integrated vapor transport, and temperature advections.&nbsp;</p>

opencc-by-4.0Apr 2024View details →
zenodo36/100

Western Canada Crustal Model 2022

<p>We present a new model of Moho depth and Vp/Vs in western Canada (i.e., <em>WCANM22</em>) by integrating existing seismic constraints from active source experiments (e.g., Lithoprobe) and new measurements from passive teleseismic data (i.e., receiver functions). Crustal properties determined from various data types are reconciled by considering the spatial coherence between sampling points using the kriging interpolation. All the receiver functions we calculated are also included in this repository.</p>

opencc-by-4.0Apr 2024View details →
zenodo36/100

Dataset used for the article Intergroup Ethnocentrism and Social Media: Evidence from three western Democracies

<p>This is the dataset, used for the paper <strong>Intergroup Ethnocentrism and Social Media: Evidence from three western Democracies</strong>, submitted to the Information, Communication &amp; Society for review.&nbsp;This work was supported by an Audencia Foundation research grant Innovation and Stability.</p>

opencc-by-4.0Sep 2017View details →
zenodo36/100

HiRISE and MOC-NA Images Used in "Mapping of Western Valles Marineris Light-toned Layered Deposits and Newly Classified Rim Deposits"

<p>These files contain the images used in the paper "Mapping of Western Valles Marineris Light-toned Layered Deposits and Newly Classified Rim Deposits"</p> <p>All images examined, and all images used in the creation of figures are listed within these documents. They are seperated by region, and type of image (HiRISE, MOC-NA)</p>

opencc-by-4.0Sep 2024View details →
zenodo36/100

SHARAD Tracks Mapped in "Mapping of Western Valles Marineris Light-toned Layered Deposits and Newly Classified Rim Deposits"

<p>These three .CSV files contain the SHARAD tracks, as exported by JMARS.</p> <p>This data contains overlaps in each file, as they are sorted by the location in which they were examined, for example, if the SHARAD track crosses all three plateaus examined in the study, that SHARAD track will be listed in all three files.&nbsp;</p> <p>The Radar_Track_LOCATION_and_DETECTIONS.xlxs file contains information on if a basal detection was located in a particular track, and on what plateau the detection was located.&nbsp;</p>

opencc-by-4.0Sep 2024View details →
zenodo36/100

Supplementary material: One of Many: A Neolithic Settlement History of the Three Lakes Region in Western Switzerland

<p>Data and code to produce the figures of the paper "One of Many: A Neolithic Settlement History of the Three Lakes Region in Western Switzerland" by Julian Laabs. In the edited book: Heitz, C., Stapfer, R., Hinz, M. (Eds.), 2024. Aufgetau(ch)t. Arch&auml;ologie zu Seeufer&shy;&shy;siedlungen, Eisfunden und Klimawandel. Festschrift f&uuml;r Albert Hafner zum 65. Geburtstag. Sidestone Press, Leiden. DOI: <a href="https://doi.org/10.59641/uu545xg">10.59641/uu545xg</a><br><br></p>

opencc-by-4.0Nov 2024View details →
zenodo36/100

Data from: "Distance decay effects predominantly shape spider but not carabid community composition in crop fields in north-western Europe"

Open the record for dataset details and reuse information.

opencc-by-4.0Dec 2024View details →
zenodo36/100

Potency Magnitude Catalog for Western US Earthquakes: 1950-2024

<p>Earthquake catalog for the western US, derived from the US Geological Survey's Comprehensive Catalog (<a href="https://earthquake.usgs.gov/earthquakes/search/" target="_blank" rel="noopener">https://earthquake.usgs.gov/earthquakes/search/</a>) and supplemented with estimates of seismic potency and potency magnitude.&nbsp;The dataset is space-delimited with the following columns, listed on the header line:</p> <ul> <li>evid: ComCat event id</li> <li>time: ComCat preferred origin time (UTC)</li> <li>lat: ComCat preferred latitude</li> <li>lon: ComCat preferred longitude</li> <li>dep: ComCat preferred event depth</li> <li>mag: ComCat preferred magnitude</li> <li>mag_typ: ComCat preferred magnitude type</li> <li>logP0: Estimate of seismic potency in units of cm*km^2 (log10)</li> <li>Mp: Potency magnitude, equivalent to moment magnitude (Mw) assuming a shear modulus of 36 GPa in calculated moment</li> <li>main: Clustering designation (1 or 0) indicating whether or not the event is the mainshock within a cluster of events. Clustering is defined via the nearest-neighbor diagram method of Zaliapin and Ben-Zion (2013).</li> </ul> <p>If you use this dataset in your research, please cite:&nbsp;</p> <div> <div>Trugman, D. T., &amp; Ben‐Zion, Y. (2024). Potency&ndash;Magnitude Scaling Relations and a Unified Earthquake Catalog for the Western United States. <em>The Seismic Record</em>, <em>4</em>(3), 223&ndash;230. <a href="https://doi.org/10.1785/0320240022">https://doi.org/10.1785/0320240022</a></div> </div>

opencc-by-4.0Dec 2023View details →
zenodo36/100

Supporting datasets used in the paper entitled "Aircraft-based observation of mineral dust particles over the western North Pacific in summer using a complex amplitude sensor"

<p>This archive contains datasets used in the paper entitled "Aircraft-based observation of mineral dust particles over the western North Pacific in summer using a complex amplitude sensor."</p>

opencc-by-4.0Nov 2024View details →
zenodo36/100

STC-MODSCAG Snow Disappearance Date (SDD) for Western US 2001-2021

<p>Snow Disappearance Date (SDD) was derived from <em>Spatially and Temporally Complete MODIS Snow Covered Area and Grain-size (STC-MODSCAG)<strong>, </strong></em>a daily fractional snow cover product derived from Moderate Resolution Imagining Spectrometer (MODIS) surface reflectance bands that produces a spatially and temporally complete dataset. Using multiple-end member spectral mixture analysis, MODSCAG solves for subpixel snow-covered area (SCA) and grain size of the fractional snow cover. MODSCAG allows the snow spectral reflectance to vary by pixel to account for the spatial heterogeneity of snow in mountainous terrain. STC-MODSCAG is known to underestimate snow under the canopy.&nbsp;</p> <p>We calculated SDD for each water year by working backwards to identify the first date at which each pixel switches from &ldquo;snow&rdquo; (greater than 15% snow cover) to &ldquo;no snow&rdquo; (less than 15% snow cover) following Crumley et al. (2020). We required at least 10 days of snow cover preceding the calculated SDD to ensure ephemeral late-season snow events were not captured. We also set a threshold of 30 days of snow per water year to count as a snowy pixel of interest to avoid ephemeral snowpacks. We masked out pixels with greater than 70% canopy cover, as determined by the National Land Cover Dataset (NLCD). SDD was calculated for each pixel in the seasonal snow zone across the western U.S. for the 20 years (WY 2002-2022) of STC-MODSCAG.&nbsp;</p>

opencc-by-4.0Aug 2024View details →
zenodo36/100

Supporting material for: Geological analysis of the dome field in western Utopia Planitia, on Mars

<p>These are the suplementary materials for the named paper, included shapefiles, jupyter notebook and raster images used in the paper.&nbsp;</p>

opencc-by-4.0Dec 2024View details →
zenodo36/100

ROM model data for North Western Mediterranean Deep Water Formation

<p>ROM model data for North Western Mediterranean Deep Water Formation</p>

opencc-by-4.0Jul 2021View details →
dryad36/100

Large-scale eDNA metabarcoding survey reveals marine biogeographic break and transitions over tropical north-western Australia

<p><b>Aim:</b> Environmental DNA (eDNA) metabarcoding has demonstrated its applicability as a highly sensitive biomonitoring tool across small spatial and temporal scales in marine ecosystems. However, it has rarely been tested across large spatial scales, or biogeographical barriers. Here, we scale up marine eDNA metabarcoding, test its ability to detect a major marine biogeographic break, and evaluate its use as a regional biomonitoring tool in Australia.</p> <p><b>Location:</b> North-western Australia (NWA)</p> <p><b>Methods:</b> We applied metabarcoding assays targeting the mitochondrial 16S rRNA and CO1 genes to 284 surface seawater eDNA samples collected from 71 mid-shelf, inshore, coastal and nearshore estuarine sites over 700 km of the NWA coastline.</p> <p><b>Results:</b> Metabarcoding detected a wide range of bony fish (404 taxa), elasmobranchs (44) and aquatic reptiles (5). We detected bioregional and depth differentiation within inshore bony fish communities. These findings support the presence of a marine biogeographic break, which is purported to occur in the vicinity of Cape Leveque, demarcating the border between the Kimberley and Canning bioregions. Inshore bony fish and elasmobranch communities, as well as coastal bony assemblages, were additionally found to differ between the South and North Kimberley regions <span><span>suggesting</span></span> previously unrecognised subregional differentiation among these taxa. The overall compositional data has been used to update distribution information for a number of endangered, elusive and data-deficient taxa, including sawfish (family: Pristidae), northern river shark (<i>Glyphis garricki</i>) and wedgefish (genus: <i>Rhynchobatus</i>).</p> <p><b>Main conclusions</b>: eDNA metabarcoding demonstrated a high level of sensitivity that was able to discern fine-scale patterns across the large-scale, remote and oceanographically complex region of North-western Australia. Importantly, this study highlights the potential of integrating broad-scale eDNA metabarcoding alongside other baseline surveys and long-term monitoring approaches, which are crucial for the sustainable management and conservation of marine biodiversity in this unique marine region.</p>

opencc-zeroDec 2021View details →
dryad36/100

Middle Ordovician (middle Darriwilian) Archaeospicularia and Entactinaria (radiolarians) from the Table Cove Formation, Piccadilly Quarry, western Newfoundland, Canada

<p><span><span><span><span><span><span><span><span><span><span><span>New, distinctive, well preserved and previously undescribed constituents of a Middle Ordovician (middle Darriwilian, Dw2) radiolarian assemblage from the Table Cove Formation in Newfoundland are described. Three-dimensional X-ray micro-computed tomography (μ-CT) facilitates detailed examination of key specimens revealing hitherto unknown details of the internal morphologies of key lower Paleozoic taxonomic groups amongst which a lack of knowledge has previously impeded resolution of higher taxonomic rankings. </span></span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span><span>Twenty-seven archaeospiculid and entactinarian taxa are described and illustrated including six new species: <i>Westernbrookia polygonata</i> n. sp., <i>Neopalaeospiculum</i> <i>piccadilliensis</i> n. sp.,<i> Ramuspiculum laxum </i>n. sp.<em> </em><i>Spongentactinia</i><i>nazarovi</i> n. sp., <i>Aspiculum</i> <i>irregulare </i>n. sp.,<i> Nyfrieslandia</i> <i>ramosissima</i> n. sp., </span></span></span></span></span></span></span></span></span></span></span></p> <p><span><span><span><span><span><span><span><span><span><span>The investigation extends the known  ranges of the<em> species: </em><i>Pararcheoentactinia reedae</i> Won and Iams 2002, <i>Sphaeroentactinia robusta </i>Won, 2015, <i>Varispiculum ectospiculatum </i>Won 2015, and </span></span></span></span></span></span></span></span></span></span><i>Svalbardospiculum<em> multifurcatum (</em></i><span><span><span><span><span><span><span><span><span><span>Won, Iams and Reed) 2005, together with the genus <em>Echidnina</em><i> </i>to the mid-Darriwilian.</span></span></span></span></span></span></span></span></span></span></p>

opencc-zeroNov 2021View details →
zenodo36/100

Dataset for "Changes in mechanisms and characteristics of Western U.S. floods over the last sixty years"

<p>This is the data prepared for submission of &quot;Changes in mechanisms and characteristics of Western U.S. floods over the last sixty years.&quot; Four types of data are included:&nbsp;1) daily streamflow on 119 basins from USGS and the selected AM and POT events (time and magnitude) during 1960-2018; 2) basin-averaged Livneh-VIC outputs during 1960-2018; 3) the corresponding FGM for each AMS and POT event on 119 basins, and 4) AR catalog developed by Guan and Waliser (2015)</p>

opencc-by-4.0Nov 2021View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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