Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

1,393

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

1,393 results for “Traces”

Learn how ShareScore rates datasets ↗
zenodo40/100

Contact tracing solutions for COVID-19: applications, data privacy and security :: Suplementary Material

<p>Supplementary Material for the paper &quot;Contact tracing solutions for COVID-19: applications, data privacy and security&quot;</p>

opencc-by-4.0Dec 2021View details →
zenodo40/100

Unit Test Trace Analysis Data

<p>In order to find performance changes at code level, Peass (https://github.com/DaGeRe/peass) uses unit tests as proxy for the performance of a software. The performance of a unit test may not change if the called source stays the same. Therefore, PeASS&#39; regression test selection identifies which tests to execute. For further analysis of the performance changes, the changed source is analysed and methods, which are called and which contain source code changes, are extracted.</p> <p>This dataset provides the results of the regression test selection and source code analysis of Apache Commons Compress, CSV, DBCP, fileupload, imaging, IO, JCS, numbers, pool and text and httpcomponents-core.</p> <p>To execute the analysis, execute the following steps:</p> <pre><code class="language-bash">tar -xvf peass_metadata_commons.tar # extract folder chmod +x getCalls.sh # Make script executable, since Zenodo provides scripts without x flag ./getCalls.sh # Execute analysis</code></pre> <p>This consumes a significant amount of hard disc space and contains long filenames; therefore execution on eCryptfs might yield problems.</p>

opencc-by-4.0Apr 2021View details →
zenodo40/100

Dataset: An Overhead Analysis of MPI Profiling and Tracing Tools

<p>Runtime measurements of ECP Proxy Applications with the following MPI performance analysis tools:</p> <ul> <li>Score-P</li> <li>mpiP</li> <li>IPM</li> <li>HPCToolkit</li> <li>Extrae</li> <li>Pilgrim</li> </ul>

opencc-by-4.0May 2022View details →
zenodo40/100

Long-term dynamics of trace elements concentrations in the organism of the shrews (Sorex) during the periods of high and reduction emissions from the copper smelter

<p>Data and code for mixed-model analysis for the article:&nbsp;</p> <p>Mukhacheva S.V. (2022) Long-term dynamics of trace elements concentrations in the organism of the shrews (Sorex) during the periods of high and reduction emissions from the copper smelter&quot; // Russian Journal of Ecology. Vol. 5.&nbsp;</p> <p>Data provided by S.V. Mukhacheva</p> <p>Code provided by A.N. Sozontov</p>

opencc-by-4.0May 2022View details →
zenodo40/100

Traces of scientific workflow instances with and without memoization

<p>This is a collection of anonymized traces describing the execution of workflows on a POWER and x86-64 cluster.</p> <p>This dataset contains the measurements we used to evaluate our workflow memoization system in:</p> <pre><code>Vassiliadis, V., Johnston, A. M., McDonagh, L. J. "Fast, Transparent, and High-Fidelity Memoization Cache-Keys for Computational Workflows." 2022 IEEE International Conference on Services Computing (SCC). IEEE, 2022.</code></pre> <p>&nbsp;</p>

opencc-by-4.0Jul 2022View details →
zenodo40/100

Tracing Maize History in Northern Iroquoia through Radiocarbon Date Summed Probability Distributions Data

<p>These files contain the data used in the radiocarbon summed probability distribution and complementary analyses to create a history of maize (<em>Zea mays</em> ssp. <em>mays</em>) in Northern Iroquoia. Results piublished in:</p> <p>Hart, John P.. &quot;Tracing Maize History in Northern Iroquoia Through Radiocarbon Date Summed Probability Distributions&quot; <em>Open Archaeology</em>, vol. 8, no. 1, 2022, pp. 594-607. <a href="https://doi.org/10.1515/opar-2022-0256">https://doi.org/10.1515/opar-2022-0256</a></p> <p>&nbsp;</p>

opencc-by-4.0Feb 2022View details →
zenodo40/100

The Tracing Convective Momentum Transport in Complex Cloudy Atmospheres Experiment - Level 2

<p>The first field campaign from the Tracing Convective Momentum Transport in Complex Cloudy Atmospheres experiment project (CMTRACE) took place in Cabauw, the Netherlands, between September 13th and October 3rd 2021. During this field campaign, two cloud radars and one wind lidar were operated with a similar scanning strategy for deriving wind speed and direction profiles from near the surface up to cloud tops. Here we provide the daily Level 2 data from the campaign. At this level, several processing steps were applied to the Level 1 data from each instrument to minimize the differences between the sampled volumes resampled and temporal and spatial resolution to generate merged profiles of wind speed and direction. The raw dataset is available for the users on request from the corresponding author.</p>

opencc-by-4.0Jul 2022View details →
zenodo40/100

Task resource usage of Google Cluster Usage Trace dataset

<p>The dataset contains csv files. All csv files named by its cluster number and machine id. There are 2 features , time stamp and mean CPU usage. This data set is prepared from task resource usage (TRU) table of GCT dataset for the research purpose. Mainly TRU contains task information. Sum Average algorithm employed and calculate the machine information for every 5 minute time stamp.</p>

opencc-by-4.0Aug 2022View details →
zenodo40/100

Weights for automatic two-dimensional bedrock fracture trace mapping from outcrop images

<p>This file contains weights for&nbsp;automatic&nbsp;two-dimensional bedrock fracture trace mapping.&nbsp;The weights have been trained on manually mapped traces (https://doi.org/10.5281/zenodo.7077574) that were digitized from UAV-acquired drone orthomosaics from&nbsp;along the shoreline of Loviisa, South-East Finland (https://doi.org/10.5281/zenodo.7077518).&nbsp;Code for automatic mapping and weights generation&nbsp;is available on GitHub (https://github.com/nialov/ALSA).</p> <p>Data is published as&nbsp;Hierarchical Data Format, version 5&nbsp;(HDF5).</p> <p>The work in automatic mapping was done as part of a Geological Survey of<br> Finland project, Kallioper&auml;n Rikkonaisuus, during 2021-2022.</p>

opencc-by-4.0Sep 2022View details →
zenodo40/100

Based and confused: Tracing the political connotations of a memetic phrase across the web

<p><em>Datasets and details for the paper &quot;<a href="https://doi.org/10.1177/20539517231163175">Based and confused: Tracing the political connotations of a memetic phrase across the web</a>&quot;</em></p> <p><strong>Datasets</strong></p> <p>Datasets for the case study on the spread of the vernacular term &quot;based&quot; across 4chan/pol/, Reddit, and Twitter. Data was gathered in November 2021. All files are anonymised as much as possible. They contain:</p> <ul> <li>Comments on 4chan and Reddit mentioning &quot;based&quot;. False positives were filtered out until the precision was over 0.9. See filtering steps below. <ul> <li>Reddit: Comments mentioning &quot;based&quot; between 2010-01-01 and 2021-11-01. Collected via the Pushshift API. Data from deleted subreddits may be absent in their last month.</li> <li>4chan/pol/: Posts and comments mentioning &quot;based&quot; between 2013-11-28 and 2021-11-01. Data derived from 4plebs and 4CAT.</li> <li><em>Twitter data was not included for ethical reasons, but constitutes: Tweets mentioning &quot;based&quot; between 2010-01-01 and 2021-11-01. Collected via the Twitter v2 API. Retweets or promoted tweets not allowed.</em></li> </ul> </li> <li>Counts per day and month for the datasets above.</li> <li>Sampled and annotated posts from three snapshots. Includes the 200 most-liked or highest-scoring posts from Twitter and Reddit, and a random sample for 4chan/pol/. Annotated with general comments, who was deemed based, and whether the post concerns meta-discussion on the term. Snapshots: <ul> <li>July 2012</li> <li>January 2017</li> <li>September 2021</li> </ul> </li> <li>The most-common words between &quot;based &quot; and &quot;pilled&quot; on all three platforms, used for the ternary plot in the paper.</li> </ul> <p><strong>Queries</strong></p> <p>Table 2 below details the queries we carried out for the collection of the initial datasets. For all platforms, we chose to retain non-English languages since the diffusion of the term in other languages was also deemed relevant.</p> <table> <caption>Initial queries for the datasets</caption> <tbody> <tr> <td>source</td> <td>query</td> <td>query type</td> </tr> <tr> <td>Twitter</td> <td> <p>(#based OR</p> <p>(based (pilled OR pill OR redpilled OR redpill OR chad OR virgin OR cringe OR cringy OR triggered OR trigger OR tbh OR lol OR lmao OR wtf OR swag OR nigga OR finna OR bitch OR rare)</p> <p>)</p> <p>OR &quot; is based&quot; OR &quot;that\&#39;s based&quot; OR &quot;based as fuck&quot; OR &quot;based af&quot; OR &quot;too based&quot; OR &quot;fucking based&quot; &quot;extremely based&quot; OR &quot;totally based&quot; OR &quot;incredibly based&quot; OR &quot;very based&quot; OR &quot;so based&quot; OR &quot;pretty based&quot; OR &quot;quite based&quot; OR &quot;kinda based&quot; OR &quot;kind of based&quot; OR &quot;fairly based&quot; OR &quot;based ngl&quot; OR &quot;as based as&quot; OR &quot;thank you based &quot; OR &quot;stay based&quot; OR &quot;based god&quot;)</p> <p>-&quot;based in&quot;-&quot;based off&quot;-&quot;based * off&quot;-&quot;based around&quot;-&quot;based * around&quot;-&quot;based on&quot;-&quot;based * on&quot;-&quot;based out of&quot;-&quot;based upon&quot;-&quot;based * upon&quot;-&quot;based at&quot;-&quot;based from&quot;-&quot;is based by&quot;-&quot;is based of&quot;-&quot;on which * is based&quot;-&quot;upon which * is based&quot;-&quot;which is based there&quot;-&quot;is based all over&quot;-&quot;based more on&quot;-&quot;plant based&quot;-&quot;text based&quot;-&quot;turn based&quot;-&quot;need based&quot;-&quot;evidence based&quot;-&quot;community based&quot; -&quot;web based&quot;</p> <p>-is:retweet -is:nullcast</p> </td> <td>Twitter v2 API</td> </tr> <tr> <td>Reddit</td> <td>based -&quot;based in&quot; -&quot;based off&quot; -&quot;based around&quot; -&quot;based on&quot; -&quot;based them on&quot; -&quot;based it on&quot; -&quot;evidence based&quot;</td> <td>Pushshift API</td> </tr> <tr> <td>4chan/pol/</td> <td>lower(body) LIKE &#39;%based%&#39; AND lower(body) NOT SIMILAR TO &#39;%(-based|debased|based in |based off |based around |based on |based them on|based it on|based her on|based him on|based only on|based completely on|based solely on|based purely on|based entirely on|based not on |based not simply on|based entirely around|based out of|based upon |based at |is based by |is based of|on which it is based|on which this is based|which is based there|is based all over|which it is based|is based of |based firmly on|based off |based solely off|based more on|plant based|text based|turn based|need based|evidence based|community based|home based|internet based|web based|physics based)%&#39;</td> <td>PostgreSQL</td> </tr> </tbody> </table> <p><strong>Data gaps</strong></p> <p>There were some data gaps for 4chan/pol/ and Reddit. /pol/ data was missing because of gaps in the archives (mostly due to outages). The following time periods are incomplete or missing entirely:</p> <ul> <li> <p>15 - 16 April 2019</p> </li> <li> <p>14 - 15 December 2019</p> </li> <li> <p>3 - 10 December 2020</p> </li> <li> <p>29 March 2021</p> </li> <li> <p>10 - 12 April 2021</p> </li> <li> <p>16 - 18 August 2021</p> </li> <li> <p>11 October 2021</p> </li> </ul> <p>The 4plebs archive moreover only started in November 2013, meaning the first two years of /pol/&rsquo;s existence are missing.</p> <p>The data returned by the Pushshift API did not return posts for certain dates. We somewhat mitigated this by also retrieving data through the new Beta endpoint. However, the following time periods were still missing data:</p> <ul> <li> <p>1 - 30 September 2017</p> </li> <li> <p>1 February - 31 March 2018</p> </li> <li> <p>5 - 6 November 2020</p> </li> <li> <p>23 March 2021 through 27 March 2021</p> </li> <li> <p>10 - 13 April 2021</p> </li> </ul> <p><strong>Filtering</strong></p> <p>Afterward initial data collection, we carried out several rounds of filtering to get rid of remaining false positives. For 4chan/pol/, we only needed to do this filtering once (attaining 0.95 precision), while for Twitter we carried out eight rounds (0.92 precision). For Reddit, we formulated nearly 500 exclusions but failed to generate a precision over 0.9. We thus had to do more rigorous filtering. We observed that longer comments were more likely to be false positives, so we removed all comments over 350 characters long. We settled on this number on the basis of our first sample; almost no true positives were over 350 characters long. Furthermore, we removed all comments except for those wherein <em>based</em> was used as a standalone word (thus excluding e.g. &ldquo;plant-based&rdquo;), at the start or end of a sentence, in capitals, or in conjunction with certain keywords or in certain phrases (e.g. &ldquo;kinda based&rdquo;). We also deleted posts by bot accounts by (rather crudely) removing posts of usernames including &lsquo;bot&rsquo; or &lsquo;auto&rsquo;. This finally led to a precision of 0.9.</p> <table> <caption>Filters used for the 4chan/pol/ data.</caption> <tbody> <tr> <td>-based|location based</td> </tr> </tbody> </table> <table> <caption>Filters used for the Twitter data.</caption> <tbody> <tr> <td> <p>@-mentions with &ldquo;based&rdquo;</p> <p>&quot;on which &lt;max. 25 characters&gt; is based&quot;</p> <p>&quot;where &lt;max. 25 characters&gt; is based&quot;<br> &quot;kinda based &lt;max. 15 characters&gt; off &quot;</p> <p>&quot;wherever &lt;max. 15 characters&gt; is based&quot;</p> <br> #based #customer| alkaline based| anime based | are based near | astrology based | at the based of| b0Iuip5wnA| based economy| based game | based locally| based my name | based near | based not upon| based points| based purely off| based quite near | based solely off| based soy source| based upstairs| blast based| class based| clearly based of this| combat based| condition based| dos based| emotional based| eth based| fact based| gender based| he based his | he&#39;s based in | indian based| is based for fans| is based lies| is based near | is based not around | is based not on | is based once again on | is based there| is based within| issue based| jersey based| listen to 01 we rare| music based| oil based| on which it&#39;s based| page based 1000| paper based| park based | pc based| pic based| pill based regimen| puzzle based| sex based | she based her | she&#39;s based in | skill based| story based| they based their | they&#39;re based in| toronto based| trigger on a new yoga 2| u.s. based| universal press| us based| value based| we&#39;re based in | where you based?| you&#39;re based in |#alkaline #based|#apps #based|#based #acidic|#flash #based|#home #based|#miami #based|#piano #based|#value #based|american based|australia based|australian based|based&nbsp; my decision|based entirely around|based entirely on|based exactly on |based her announcement|based her decision|based her off|based him off|based his announcement|based his decision|based largely on|based less on|based mostly on|based my guess|based only around|based only on|based partly on|based partly upon|based purely on |based solely around|based solely on|based strictly on|based the announcement|based the decision|based their announcement|based their decision|based, not upon|battery based|behavior based|behaviour based|blockchain based|book based series|canon based|character based|cloud based|commision based|component based|computer based|confusion based|content based|depression based|dev based|dnd based|factually based|faith based|fear based|flash based|flintstones based|flour based|home based|homin based|i based my|interaction based|is based circa|is based competely on|is based entirely off|is based here|is based more on|is based outta|is based totally on |is based up here|is based way more on|live conferences with r3|living based of|london based|luck based|malex based|market based|miami based|needs based|nyc&nbsp; based|on which the film is based|opinion based|piano based|point based|potato based|premise is based|region based|religious based|science based|she is based there|slavery based show|softball based|thanks richard clark|u.k. based|uk based|vendor based|vodka based|volunteer based|water based|where he is based|where the disney film is based|where the military is based|who are based there|who is based there|wordpress cms</td> </tr> </tbody> </table> <table> <caption>Filters used for the Reddit data.</caption> <tbody> <tr> <td> <p>Allowed all posts:</p> <ol> <li> <p>&ldquo;based&rdquo; and one of the following keywords:<br> &quot;left&quot;, &quot;right&quot;, &quot;lib&quot;, &quot;trump&quot;, &quot;fren&quot;, &quot;god&quot;, &quot;pill&quot;, &quot;chad&quot;, &quot;virgin&quot;, &quot;cring&quot;, &quot;trigger&quot;, &quot;tbh&quot;, &quot;lol&quot;, &quot;lmao&quot;, &quot;wtf&quot;, &quot;damn&quot;, &quot;swag&quot;, &quot;nigga&quot;, &quot;finna&quot;, &quot;bitch&quot;, &quot;rare&quot;, &quot;department&quot;, &quot;amogus&quot;</p> </li> <li> <p>&ldquo;based&rdquo; in one of the following collocations:<br> &quot;is based&quot;, &quot;&gt;based &quot;, &quot;based and &quot;, &quot;the based &quot;, &quot;that is based&quot;, &quot;that&#39;s based&quot;,&quot;this is based&quot;,&quot;he&#39;s based&quot;,&quot;she&#39;s based&quot;,&quot;they&#39;re based&quot;,&quot;so based&quot;,&quot;totally based&quot;,&quot;actually based&quot;,&quot;too based&quot;,&quot;very based&quot;,&quot;incredibly based&quot;,&quot;totally based&quot;,&quot;extremely based&quot;,&quot;fucking based&quot;,&quot;unfathomably based&quot;,&quot;based as fuck&quot;,&quot;based af&quot;,&quot;unironically based&quot;,&quot;the most based&quot;,&quot;super based&quot;,&quot;ultra based&quot;,&quot;utterly based&quot;,&quot;completely based&quot;,&quot;pretty based&quot;,&quot;quite based&quot;,&quot;kinda based&quot;,&quot;kind of based&quot;,&quot;fairly based&quot;,&quot;based ngl&quot;,&quot;as based as&quot;,&quot;stay based&quot;,&quot;keep based&quot;,&quot;ty based &quot;,&quot;thank you based&quot;,&quot;thanks based&quot;,&quot;bless you based&quot;</p> </li> <li> <p>Posts were based was used in a certain format:<br> BASED (all caps)<br> Based (capitalised)<br> based (at the start of a comment)<br> based (at the end of a comment)<br> Based.<br> \nBased<br> based.<br> . based<br> #based</p> </li> </ol> <p>Excluded all posts with the following patterns:</p> <ul> <li>based AND system (e.g. &ldquo;ARM based system)</li> <li>&quot;based &lt;max. 25 characters&gt; on&quot;</li> <li>&quot;based &lt;max. 25 characters&gt; off&quot;</li> <li>&quot;based &lt;max. 25 characters&gt; around&quot;</li> <li>&quot;where &lt;max. 25 characters&gt; is based&quot;</li> <li>&quot;where &lt;max. 25 characters&gt;re based&quot;</li> <li>&quot;where &lt;max. 25 characters&gt; are you based&quot;</li> </ul> <p>Excluded all posts with the following collocations:</p> <p>&nbsp;amd based| animal based| app based| arch based| are based inside| are based near| area based| arm based| asset based| based a bit off| based after | based censor | based chips| based consumer| based definition| based dessert| based device| based diet| based entirely on| based food| based gpu| based harassment| based highly around| based machine| based magic| based mostly in| based not on | based of that| based of whether| based only off | based product| based program| based project| based transaction| based upon| belief based| bell based| bleach based| book based| bp based| br based| bsd based| bt based| card based| caustic based| challenge based| chassis based| cis based| class based| cloud based| coconut based| cream based| creature based| csx based| cube based| cuisine based| dare based| debt based| dex based| driver based| earth based| eu based| event based| fact based| faith based| faith based| fat based| fear based| ffmpeg based| flash based| flipswitch| flour based| food based| foundry based| frog based| gcd based| gel based| gig based| glitch based| glue based| grid based| ground based| hit based| hours based| i based it | incentive based| iota based| is based extensively on| is based extremely on| is based heavily| is based inside| is based per | is based solely on| is primarily based| judgement based| latex based| law based| lead based| light based| lightning based| logic based| loot based| lore based| luck based| mac based| map based| match based| meaning based| melt based| meta based| mib based| mobile based| na based | node based| norfolk based| nyc based| oat based| oil based| pc based| pea based| pg based| power based| price based| project based| projectile based| proof based| race based| race based| rage based| ratio based| reaction based| reality based| result based| rhythm based| rights based| round based| rule based| salt based| samba based| samurai based| sap based| sea based| self based| seo based| sex based| shadow based| sinus based| soy based| soy based| space based| spr based| stack based| stat based| state based| stealth based| strength based| team based| time based| token based| transformer based| trent based| tuna based| tw based| u.s. based| uk based| uk based| us based| usa based| values based| vg based| war based| ward based| water based| where based?| whiplash based| wine based| wis based| xp based| you based your | zone based|-based|ability based|achievement based|acoustic based|alcohol based|american based|amphetamine based|android based|armor based|artifact based|asia based|assumption based|athletically based|attack based|barter based|based a bit on|based almost entirely on|based and referenced|based around |based at |based entirely around|based entirely off|based entirely on|based exclusively on|based from her |based from my |based from our |based from their |based from your |based her decision|based her opinion|based his decision|based his opinion|based in |based it off |based just around |based just off |based just on |based just outside|based mostly on|based my decision|based my opinion|based of a |based of an |based of of |based of what|based off |based on |based our decision|based our opinion|based out of|based outside|based purely on|based salad|based solely around|based solely on|based strictly on |based their decision|based their opinion|based upon |battery based|bean based|bitcoin based|blockchain based|blueberry based|box based|browser based|camera based|canada based|carbon based|caste based|causality based|cellulose based|chance based|character based|charisma based|chicago based|chrome based|chromium based|church based|city based|classroom based|clinically based|combo based|commision based|commission based|community based|compassion based|computer based|concept based|connection based|consensus based|consumer based|consumption based|cookie based|corn based|cornstarch based|corporate based|country based|crypto based|customer based|cutthroath based|cypher based|dairy based|debian based|defence based|democracy based|desktop based|detective based|diamond based|dioxide based|discussion based|domestic based|donation based|element based|elemental based|emotion based|empathy based|employment based|enchantment based|energy based|english based|error based|espresso based|estonia based|europe based|european based|evasion based|evidence based|evidenced based|exploration based|explosive based|factually based|faith based|fetish based|fiction based|fire based|firefox based|frantic based|fundamental based|gender based|github based|gps based|grappling based|gravity based|greed based|ground based|group based|he based his|heat based|home based|horizon based|hotkey based|houston based|i based my |income based|input based|inquiry based|intel based|interest based|internet based|is based all over|is based by |is based of|is based of |israeli based|issue based|japan based|java based|javascript based|jelly based|kent based|knowledge based|land based|latin based|lecture based|level based|linux based|liverpool based|location based|london based|magic based|market based|melee based|merit based|mexico based|military based|mission based|momentum based|monetary based|monster based|movement based|music based|mustard based|myth based|mythology based|m&eacute;xico based|narrative based|nature based|need based|neelix based|neutral based|number based|objective based|on which it is based|on which this is based|opinion based|outcome based|oxide based|pagan based|party based|pattern based|pcr based|penalty based|percentage based|performance based|peroxide based|personality based|petroleum based|phonk based|physics based|picture based|plant based|pornographic based|potato based|product based|protocol based|ptsd based|recovery based|religion based|religions based|religious based|results based|revenue based|reward based|rfid based|ribbon based|rng based|road based|role-playing based|rpg based|ryzen based|sample based|sativa based|sci fi based|science based|scientific based|server based|service based|sexually based|she based her|shellac based|silicone based|simulation based|sketch based|skill based|smear based|snapshot based|source based|spider based|sprite based|sql based|story based|strategically based|strategy based|subscription based|sword based|tech based|text based|they are based there|they based their|thunder based|tomato based|tower based|transaction based|transformation based|triplet based|turn based|u.k. based|uk based|unix based|usa based|usd based|vagina based|vector based|vinegar based|water based|we based our|wealth based|web based|where are you based|where i&#39;m based|where they are based|where they were based|where you based?|which is based there|which it is based|windows based|x4 based|yeast based</p> <p>Excluded all posts with &ldquo;bot&rdquo; or &ldquo;auto&rdquo; in the username</p> </td> </tr> </tbody> </table> <p>&nbsp;</p>

opencc-by-4.0Feb 2022View details →
zenodo40/100

Text-fig. 5. Several trace fossil types found within turbidite facies in Majalengka area (Muljana 2012). (a) Chondrites, (b) Planolites, (c–e) Thalassinoides, (f) Cruziana?. Scale bar 5 cm. in Lithofacies And Ichnofacies Of Turbidite Deposits, West Java, Indonesia

Text-fig. 5. Several trace fossil types found within turbidite facies in Majalengka area (Muljana 2012). (a) Chondrites, (b) Planolites, (c–e) Thalassinoides, (f) Cruziana?. Scale bar 5 cm.

opencc-by-4.0Dec 2021View details →
zenodo40/100

Text-fig. 7. Cornacaeae (a–j), Icacinaceae (k–o). a–e: Mastixia. USNM PAL 772364. Scale bar = 1 cm. a: Lateral view of eroded endocarp – the opposite side being missing and the endocarp broken near its mid point, reflected light, palladium coated. b–e: Micro-CT scan surface renderings. b: Rotated 90° from the view in (a). c: Rotated 90° from the view in (b). d: Rotated 90° from (c), exhibiting the damaged "back" face of the endocarp. e: Axillary view of the endocarp; the opposite end missing as apparent in (d). f–j: Cf. Nyssa. DMNH EPI.47808. Scale bar = 1 cm. Micro-CT scan surface renderings. f: Intact face of the endocarp; note ridges and "apical" point. g: Eroded (?gnawed; note horizontal grooving) opposite face of the endocarp. h: Lateral view of the endocarp, eroded/gnawed face to left. i: Apical view, eroded/gnawn portion below. j: Basal view of endocarp. k–o: Iodes DMNH-EPI.47807. Micro-CT scan surface renderings. Scale bar = 1 cm. k: Face view of endocarp. l: Opposite face of endocarp. m: Lateral view demonstrating the compressed nature of the endocarp, note thickened suture marking the probable track of the primary bundle. n: Apical view, primary bundle trace to right. o: Basal view, primary bundle trace to right. in The Early Middle Eocene Wagon Bed Carpoflora Of Central Wyoming, U.S.A.

Text-fig. 7. Cornacaeae (a–j), Icacinaceae (k–o). a–e: Mastixia. USNM PAL 772364. Scale bar = 1 cm. a: Lateral view of eroded endocarp – the opposite side being missing and the endocarp broken near its mid point, reflected light, palladium coated. b–e: Micro-CT scan surface renderings. b: Rotated 90° from the view in (a). c: Rotated 90° from the view in (b). d: Rotated 90° from (c), exhibiting the damaged "back" face of the endocarp. e: Axillary view of the endocarp; the opposite end missing as apparent in (d). f–j: Cf. Nyssa. DMNH EPI.47808. Scale bar = 1 cm. Micro-CT scan surface renderings. f: Intact face of the endocarp; note ridges and "apical" point. g: Eroded (?gnawed; note horizontal grooving) opposite face of the endocarp. h: Lateral view of the endocarp, eroded/gnawed face to left. i: Apical view, eroded/gnawn portion below. j: Basal view of endocarp. k–o: Iodes DMNH-EPI.47807. Micro-CT scan surface renderings. Scale bar = 1 cm. k: Face view of endocarp. l: Opposite face of endocarp. m: Lateral view demonstrating the compressed nature of the endocarp, note thickened suture marking the probable track of the primary bundle. n: Apical view, primary bundle trace to right. o: Basal view, primary bundle trace to right.

opencc-by-4.0Aug 2022View details →
zenodo40/100

Winter time trace gas concentrations during SCALE in 2019

<p>This dataset details the results of measuring climate-relevant trace gases collected during the SCALE 2019 Winter Cruise.&nbsp;</p> <p>The results includ the concentrations of dimethylsulfide (DMS), dimethylsulfoniopropionate (DMSP), dimethylsulfoxide (DMSO), and isoprene in surface seawater, and the concentrations of DMS in the atmosphere.</p> <p>&nbsp;</p>

opencc-by-4.0Oct 2022View details →
zenodo40/100

Measurement Data: Latencies and Traffic Traces in Global Mobile Roaming with Regional Breakouts

<h1>A Shortcut through the IPX: Measuring Latencies in Global Mobile Roaming with Regional Breakouts</h1> <p>This repository contains a description and sample data for the Paper<em> A Shortcut through the IPX: Measuring Latencies in Global Mobile Roaming with Regional Breakouts</em> published at the Network Traffic Measurement and Analysis (TMA) Conference 2024.<br>In the provided README.md file, we present example snippets of the datasets, including an explanation of all contained fields.</p> <p>We cover the three main datasets covered in the related paper:<br>- DT1: User plane traces captured at multiple GGSN/PGW instances of a globaly operating MVNO<br>- DT2: GTP echo round trip times between visited network SGSN/SGWs and home network GGSN/PGWs<br>- DT3: IPX routing information, as extracted from BGP routing tables</p> <p>For legal reasons, we are not able to publish the secondary datasets (DT4, DT5) covered in the manuscript.</p> <p>Finally, for privacy, security, and political reasons, certain fields in each of the datasets have been anonymized. These are indicated by the `_anonymized` prefix.<br>In case of IP addresses, the anonymization ist consistent across datasets, meaning that similar IPs have been anonymized such that their values are still identical after anonymization.</p> <h3>Contact</h3> <p>For questions regarding the dataset, contact Viktoria Vomhoff (viktoria.vomhoff@uni-wuerzburg.de)</p> <p>&nbsp;</p>

opencc-by-4.0Apr 2024View details →
zenodo40/100

FIGURE 8 in Drilling predation traces on recent limpets from northern Patagonia, Argentina

FIGURE 8. Stacked bars with the distribution of observed vs. expected frequencies (uniform distribution) of drill holes in sectors along a dorso ventral direction. Data as percentages.

opencc-by-4.0Sep 2018View details →
zenodo40/100

FIGURE 6 in Drilling predation traces on recent limpets from northern Patagonia, Argentina

FIGURE 6. Box plot of anterior-posterior length (APL) of drilled (n=36) and undrilled (n=59) Nacella magellanica shells. Undrilled shells are slightly larger although non significantly different from drilled ones (Wilcoxon sum ranks test, p= 0.284; t-test, p= 0.179).

opencc-by-4.0Sep 2018View details →
zenodo40/100

FIGURE 5 in Drilling predation traces on recent limpets from northern Patagonia, Argentina

FIGURE 5. Scanning electron microscope images of drill holes on Nacella magellanica shells. (1). Complete and functional Oichnus simplex (CEGH-UNC-26877). (2). Complete non-functional O. simplex (CEGH-UNC-26877). 3. Complete and functional Oichnus ovalis (CEGH-UNC-26876). (4-6). Incomplete O. simplex. (4). Note the flat nature of the bottom. (5) and (6) magnifications of a drill hole wall with probable radular rasp marks. (4-6, CEGH-UNC- 26878).

opencc-by-4.0Sep 2018View details →
zenodo40/100

FIGURE 3 in Drilling predation traces on recent limpets from northern Patagonia, Argentina

FIGURE 3. (1). External view of a specimen of Nacella magellanica with a drilling on the posterior part (CEGH-UNC- 26872). (2). Internal view of a specimen of Nacella magellanica with a drilling on the posterior part, above the Ushaped muscle scar (CEGH-UNC-26873). (3). Modeling of limpet shell as cone and truncated cones to estimate the proportion of the area represented by the different sectors. To the left, a real representation of a limpet shell. The Ushaped muscle scar (U-scar) is visible from the inside. To the right, the model composed of one cone and two truncated cones.

opencc-by-4.0Sep 2018View details →
zenodo40/100

FIGURE 4 in Drilling predation traces on recent limpets from northern Patagonia, Argentina

FIGURE 4. Photographs of drill holes. (1) Successful muricid drill hole (Oichnus simplex) (internal minimum diameter of the hole: 1.76 mm; CEGH-UNC-26874). (2) Unsuccessful muricid drill hole (external minimum diameter of the hole: 1.75 mm; CEGH-UNC-26875). (3 and 4), Octopus drill hole (Oichnus ovalis) (internal minimum and maximum diameters of the hole: 0.15 and 0.27 mm, respectively. Both images correspond to the same specimen, CEGH-UNC- 26876).

opencc-by-4.0Sep 2018View details →
zenodo40/100

FIGURE 2 in Drilling predation traces on recent limpets from northern Patagonia, Argentina

FIGURE 2. Sampling: (1) view of the modern beach of Puerto Lobos showing a boulder field at low tide (distance from the boulder to the steps is approximately 15 m). (2) detail of the 50 x 50 cm quadrate used for sampling mollusk specimens. (3) Detail of the boulder field (from side to side the picture measures ca. 5 m).

opencc-by-4.0Sep 2018View details →

ScienceDex guides

Understand access before you commit

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

Compare curated 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.

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