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Figures 1–2. Bob Woodruff. 1 in In Memoriam: Robert E. Woodruff, July 20, 1933-July 8, 2021
Figures 1–2. Bob Woodruff. 1) Bob setting pitfall traps baited with fermented malt at Cove Mountain, Pennsylvania in 1965. 2) Paul Skelley presenting Bob with the CSE Lifetime Achievement Award after the annual meeting in January 2020.
LEMMIv2 config files for instances and runs, July 2022
<p>All yaml configuration files to replicate the content of the https://lemmi.ezlab.org benchmark using the standalone app. See the README.md file.</p>
LEMMI instance 2021_9_VIR_NCBI, July 2022
<p>LEMMI instance 2021_9_VIR_NCBI, to reproduce what is found on https://lemmi.ezlab.org</p> <p>See README.md</p>
Sample of the WoPoss corpus (28th July 2022 )
<p>Sample of the WoPoss corpus annotated by the annotators of the WoPoss team (for a more precise responsibility description, see each file). The sample contains the following works: </p> <ul> <li><em>Octavius</em> by M. Minucius Felix: <ul> <li>Text provided by Perseus Digital Library, with funding from The Mellon Foundation. Original version available for viewing and download at <a href="http://www.perseus.tufts.edu/hopper/">http://www.perseus.tufts.edu/hopper/</a>. Text retrieved from: <a href="http://data.perseus.org/texts/urn:cts:latinLit:stoa0203.stoa001.perseus-lat1">http://data.perseus.org/texts/urn:cts:latinLit:stoa0203.stoa001.perseus-lat1</a>. Original printed edition: <em>Tertullian Apology - De spectaculis - Minucius Felix Octavius</em>. Translated by T.R. Glover & William Heinemann. Harvard University Press: London; Cambridge, Massachusetts. 1931.</li> <li>Reference edition: Minucius Felix, Marcus. <em>Octavius</em>. Edited by Bernhard Kytzler. Bibliotheca scriptorum Graecorum et Romanorum Teubneriana. Berlin, Boston: De Gruyter. 1992.</li> </ul> </li> <li><em>Metamorphoses (First book)</em> by P. Ovidius Naso: <ul> <li>Text provided by Perseus Digital Library, with funding from The Mellon Foundation. Original version available for viewing and download at <a href="http://www.perseus.tufts.edu/hopper/">http://www.perseus.tufts.edu/hopper/</a>. Text retrieved from: <a href="http://data.perseus.org/texts/urn:cts:latinLit:phi0959.phi006.perseus-lat1">http://data.perseus.org/texts/urn:cts:latinLit:phi0959.phi006.perseus-lat1</a>. Original printed edition: Ovid. <em>Metamorphoses</em>. Edited by Hugo Magnus. Gotha, Germany: F.A. Perthes. 1892.</li> <li>Reference edition: <em>P. Ovidi Nasonis Metamorphoses</em>. Edited by Richard Tarrant. Oxford Classical Texts. Oxford: Clarendon Press. 2004.</li> </ul> </li> <li><em>Satyricon</em> by G. Petronius Arbiter: <ul> <li>Text provided by Perseus Digital Library, with funding from The Mellon Foundation. Original version available for viewing and download at <a href="http://www.perseus.tufts.edu/hopper/">http://www.perseus.tufts.edu/hopper/</a>. Text retrieved from: <a href="http://data.perseus.org/citations/urn:cts:latinLit:phi0972.phi001.perseus-lat1:1">http://data.perseus.org/citations/urn:cts:latinLit:phi0972.phi001.perseus-lat1:1</a>. Original printed edition: Petronius Arbiter. <em>Petronius</em>. Edited by Michael Heseltine. London: William Heinemann. 1913.</li> <li>Reference edition: Petronius Arbitrer. <em>Satyricon reliquiae</em>. Edited by Konrad Müller. Bibliotheca scriptorum Graecorum et Romanorum Teubneriana. Berlin, Boston: De Gruyter. 2004.</li> </ul> </li> <li><em>De spectaculis</em> by Q. S. F. Tertullianus: <ul> <li>Text provided by Perseus Digital Library, with funding from The Mellon Foundation. Original version available for viewing and download at <a href="http://www.perseus.tufts.edu/hopper/">http://www.perseus.tufts.edu/hopper/</a>. Text retrieved from: <a href="http://data.perseus.org/texts/urn:cts:latinLit:stoa0275.stoa027">http://data.perseus.org/texts/urn:cts:latinLit:stoa0275.stoa027</a>. Original printed edition: <em>Tertullian Apology - De spectaculis - Minucius Felix Octavius</em>. Translated by T.R. Glover & William Heinemann. Harvard University Press: London; Cambridge, Massachusetts. 1931.</li> <li>Reference edition: Tertullianus, Quintus Septimius Florens. <em>Les spectacles = (De spectaculis)</em>. Sources chrétiennes no 332. Paris: Les Editions du Cerf. 1986.</li> </ul> </li> <li><em>Senatus consultum de Bacchanalibus</em>: <ul> <li>Text provided by Epigraphic Database Rome (EDR). Record: EDR169402, 24-04-2021 (Annarosa GALLO) <a href="http://www.edr-edr.it/edr_programmi/res_complex_comune.php?do=book&id_nr=EDR169402">http://www.edr-edr.it/edr_programmi/res_complex_comune.php?do=book&id_nr=EDR169402</a>. Based on the edition: Gallo, Annarosa, “Senatus consulta de Bacchanalibus. Normenpluralität in der Tafel von Tiriolo und in der livianischen Überlieferung” in <em>Die <em>senatus consulta</em> in den epigraphischen Quellen. Texte und Bezeugungen</em> edited by Pierangelo Buongiorno and Giuseppe Camodeca. Stuttgart: Franz Steiner Verlag. 2021, pp. 107-145.</li> </ul> </li> </ul> <p>How to cite</p> <p>To cite single files or the results related to single files, please use the following format:</p> <ul> <li><em>Octavius</em> by M. Minucius Felix. How to cite: Dell’Oro, Francesca; Reymond, Séverine; Bermúdez Sabel, Helena (2022). <em><em>Octavius</em> by M. Minucius Felix annotated according to the WoPoss guidelines</em>. Swiss National Science Foundation.</li> <li><em>Metamorphoses (First book)</em> by P. Ovidius Naso. How to cite: Dell’Oro, Francesca; Bermúdez Sabel, Helena (2022). <em>First book of the <em>Metamorphoses</em> by P. Ovidius Naso annotated according to the WoPoss guidelines</em>. Swiss National Science Foundation.</li> <li><em>Satyricon</em> by G. Petronius Arbiter. How to cite: Dell’Oro, Francesca; Marongiu, Paola; Bermúdez Sabel, Helena (2022). <em><em>Satyricon</em> by G. Petronius Arbiter annotated according to the WoPoss guidelines</em>. Swiss National Science Foundation.</li> <li><em>De spectaculis</em> by Q. S. F. Tertullianus. How to cite: Dell’Oro, Francesca; Reymond, Séverine; Bermúdez Sabel, Helena (2022). <em><em>De spectaculis</em> by Q. S. F. Tertullianus annotated according to the WoPoss guidelines</em>. Swiss National Science Foundation.</li> <li><em>Senatus consultum de Bacchanalibus</em>. How to cite: Dell’Oro, Francesca; Bermúdez Sabel, Helena (2022). <em><em>Senatus consultum de Bacchanalibus</em> annotated according to the WoPoss guidelines</em>. Swiss National Science Foundation.</li> </ul> <p>To cite the project and/or website as a whole please use the following format:</p> <ul> <li>Francesca Dell’Oro, dir., <em>WoPoss. A corpus to analyse the evolution of modality in the diachrony of the Latin language</em>, Swiss National Science Foundation [<a href="https://woposs.unine.ch/">https://woposs.unine.ch/</a>].</li> </ul> <p> </p>
Yearly CDIP:MOP-alongshore modeled wave statistics for California, January 2000 - July 2022
<p><strong>Overview</strong></p> <ul> <li>Yearly wave averages for all 11,594 CDIPS-MOPS alongshore sites in California.</li> <li>Sites are defined in the files "CDIP_Transects.csv" and "CDIP_Transects.geojson". The bounds of each site are listed in the file "CA_region_bounds.csv"</li> <li>Data are described here: https://cdip.ucsd.edu/documents/index/product_docs/mops/mop_intro.html</li> <li>Data are obtained from here: https://thredds.cdip.ucsd.edu/thredds/catalog.html</li> </ul> <p><strong>Methods</strong></p> <ul> <li>Data are computed from hourly inshore wave hindcasts and nowcasts. Data download script is the file "CDIP_MassDownloader.ipynb"</li> <li>wave summary statistics have been computed using the file "Create_stats.ipynb". All yearly data are simple averages (i.e. mean values) of the hourly data</li> </ul> <p><strong>Data files</strong><br> Data have been split into 25 regions, defined in "CA_regions.json"</p> <p>Data are provided in geoJSON format, in the form of one file per region, and one file for all regions</p> <p><strong>Data fields</strong></p> <ul> <li>Hs: significant wave height [meters]</li> <li>Tp: peak wave period [seconds]</li> <li>Ta: average wave period [seconds]</li> <li>Dp: peak wave direction [degrees]</li> <li>Da: average wave direction [degrees]</li> <li>Ea: wave energy density, averaged over wave frequencies</li> <li>Es: wave energy density, summed over wave frequencies</li> <li>QC: quality flag</li> <li>waveTime: UTC time string</li> <li>metaWaterDepth: water depth of modeled wave data (range is 10-15m)</li> </ul>
Monthly CDIP:MOP-alongshore modeled wave statistics for California, January 2000 - July 2022
<p><strong>Overview</strong></p> <ul> <li>Monthly wave averages for all 11,594 CDIPS-MOPS alongshore sites in California.</li> <li>Jan 2000 to July 2022 inclusive</li> <li>Sites are defined in the files "CDIP_Transects.csv" and "CDIP_Transects.geojson". The bounds of each site are listed in the file "CA_region_bounds.csv"</li> <li>Data are described here: https://cdip.ucsd.edu/documents/index/product_docs/mops/mop_intro.html</li> <li>Data are obtained from here: https://thredds.cdip.ucsd.edu/thredds/catalog.html</li> </ul> <p><strong>Methods</strong></p> <ul> <li>Data are computed from hourly inshore wave hindcasts and nowcasts. Data download script is the file "CDIP_MassDownloader.ipynb"</li> <li>wave summary statistics have been computed using the file "Create_stats.ipynb". All monthly data are simple averages (i.e. mean values) of the hourly data</li> </ul> <p><strong>Data files</strong></p> <ul> <li>Data have been split into 25 regions, defined in "CA_regions.json"</li> <li>Data are provided in geoJSON format, in the form of one file per region, and one file for all regions</li> </ul> <p><strong>Data fields</strong></p> <ul> <li>Hs: significant wave height [meters]</li> <li>Tp: peak wave period [seconds]</li> <li>Ta: average wave period [seconds]</li> <li>Dp: peak wave direction [degrees]</li> <li>Da: average wave direction [degrees]</li> <li>Ea: wave energy density, averaged over wave frequencies</li> <li>Es: wave energy density, summed over wave frequencies</li> <li>QC: quality flag</li> <li>waveTime: UTC time string</li> <li>metaWaterDepth: water depth of modeled wave data (range is 10-15m)</li> </ul>
LPL7 - July 2022
<p>Measurements of LPL7 (Archipielago Chinijo) in July 2022</p> <p>Archipielago Chinijo</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL7">info</a></p>
Tweets from the European Patent Office account (@epoorg): April 2009-July 2022
<p>19566 tweets released by th the European Patent Office account (@epoorg): April 2009-July 2022.</p> <p>Fields: id<gx:category>, author_id<gx:category>, author_name<gx:category>, author_handler<gx:category>, author_avatar<gx:url> ,user_created_at<gx:date>, user_description<gx:text>, user_favourites_count<gx:number>, user_followers_count<gx:number>, user_following_count<gx:number>, user_listed_count<gx:number>, user_tweets_count<gx:number>, user_verified<gx:boolean>, user_location<gx:text>, lang<gx:category>, type<gx:category>,text<gx:text>, date<gx:date>, mention_ids<gx:list[category]>, mention_names<gx:list[category]>, retweets<gx:number>, favorites<gx:number>, replies<gx:number>, quotes<gx:number>, links<gx:list[url]>, links_first<gx:url>, image_links<gx:list[url]>, image_links_first<gx:url>, rp_user_id<gx:category>, rp_user_name<gx:category>, location<gx:text>, tweet_link<gx:url>, source<gx:text>, search<gx:category></p>
North China Record-Breaking Rainfall of July 2021 tied to the Arctic Sea-ice change
<p><strong>1、General Introduction:</strong></p> <p>This dataset includes the model simulation data used in the article going to be submitted to Geophysical Research Letters, named “North China Record-Breaking Rainfall of July 2021 tied to the Arctic Sea-ice change”. The Community Atmosphere Model version 5 (CAM5; Neale et al., 2012) in the Community Earth System Model, version 1.2.1 (CESM1.2.1) with a 1.9<sup>◦</sup> ×2.5<sup>◦ </sup>finite volume grid and 30 hybrid sigma pressure levels is utilized to conduct atmospheric model experiments. To validate the impact of the Arctic sea-ice, the Community Atmosphere Model version 5 (CAM5; Neale et al., 2012) in the Community Earth System Model, version 1.2.1 (CESM1.2.1) with a 1.9◦ ×2.5◦ finite volume grid and 30 hybrid sigma pressure levels is adopted. Two experiments are designed. One is called the control experiment (CTL). In this experiment, the model is forced by the seasonal-varying climatology of SST and SIC as the lower boundary forcing. Another is called the sensitivity experiment (SEN). This experiment is the same as the CTL except that SIC and SST over the Barents-East Siberian Sea region (50°–165°E, 70°–80°N) in June and July are set to be the observational values in 2021. Both the CTL and SEN experiments are integrated for 35 years including a 10-year spin-up, whilst the last 25-year ensemble mean is analyzed in the article. The differences between the SEN and CTL experiments (SEN-CTL) reflect the atmospheric responses to the reduced SIC and increased SST over the Barents-East Siberian Sea region in June-July 2021.</p> <p><strong>2、Description of this dataset:</strong></p> <p>CTL represents the control experiment while SEN represents the sensitive experiment. OMEGA, PRECC, PRECL, T, U, V, Z3, and TS denote the vertical velocity, convective precipitation rate, large-scale (stable) precipitation rate, temperature, zonal wind, meridional wind, geopotential height, and surface temperature respectively. All files contain a time coverage from 1 to 35 model-year with a monthly time resolution.</p> <p>The post-processing from 30 hybrid sigma pressure levels to 17 pressure levels has been conducted on the raw data of the model simulations for the variables of OMEGA, T, U, V, and Z3.</p>
Direct solar Radiation (DNI) data in Aglantzia Cyprus July 2016- December 2020
<p>DNI data registrered on the roof of the Novel Technologies Laboratory Building of the Cyprus Institute (coordinates <a href="https://maps.app.goo.gl/HBZAVfvxJCv61dFn7">35.141446, 33.380970</a>), from the 1st of July 2016 until the 31st of December 2020. The time step is 1 s.</p> <p>The instrument is LP Pyhre 16 AC with EKO STR 21G tracker. </p> <p> </p>
Dissolved nitric oxide concentrations and other parameters measured in the Lower Elbe Estuary and the Hamburg Port Area during the RV Ludwig Prandtl Cruise in July 2021
<p>The Elbe River's high nutrient loads and phytoplankton biomass contribute to the complex nutrient turnover processes in the Elbe Estuary, especially within the Port of Hamburg. This campaign aims to investigate the nitrogen turnover processes and nitrous oxide and nitric oxide production in the Elbe Estuary and the Port of Hamburg from 26 to 29 July 2021. Surface water samples were collected on board the RV <em>Ludwig Prandtl</em> using a FerryBox flow-through system. The system, which draws water from approximately 2 meters below the surface through a membrane pump, continuously measured in situ biogeochemical parameters, including dissolved oxygen, pH, salinity, and water temperature. Discrete water samples were collected every 20 minutes for nutrient analysis, chlorophyll a, and dissolved nitric oxide (NO) following established collection, preservation, and storage protocols (Schulz et al., 2022; Norbisrath et al., 2022). Furthermore, nitrous oxide (N2O) concentrations were measured continuously using laser-based off-axis integrated cavity output spectroscopy (OA_ICOS) coupled with a water/gas equilibrator. Additionally, wind speeds at a height of 10 meters were recorded using a MaxiMet GMX600 weather station. Triplicate NO samples were analyzed within 20 minutes of collection, adhering to the method outlined by Lutterbeck and Bange (2015).</p>
Рис. 4. РаспреΔеΛение чисΛенности и биомассы зоопΛанктона гиΔротермаΛьной зоны Харанорского воΔохраниΛища в июΛе 2019 г. Fig. 4. Distribution of zooplankton abundance and biomass in the hydrothermal zone of the Kharanor reservoir in July 2019 in Zooplankton Structure And Distribution In The Hydrothermal Zone Of Cooling Reservoirs (Trans-Baikal Territory)
Рис. 4. РаспреΔеΛение чисΛенности и биомассы зоопΛанктона гиΔротермаΛьной зоны Харанорского воΔохраниΛища в июΛе 2019 г. Fig. 4. Distribution of zooplankton abundance and biomass in the hydrothermal zone of the Kharanor reservoir in July 2019
Рис. 2. РаспреΔеΛение чисΛенности и биомассы зоопΛанктона гиΔротермаΛьной зоны оз. Кенон в июΛе 2019 г. Fig. 2. Distribution of zooplankton abundance and biomass in the hydrothermal zone of Lake Kenon in July 2019 in Zooplankton Structure And Distribution In The Hydrothermal Zone Of Cooling Reservoirs (Trans-Baikal Territory)
Рис. 2. РаспреΔеΛение чисΛенности и биомассы зоопΛанктона гиΔротермаΛьной зоны оз. Кенон в июΛе 2019 г. Fig. 2. Distribution of zooplankton abundance and biomass in the hydrothermal zone of Lake Kenon in July 2019
Рис. 1. ЭкоΛого-географическая характеристика зоопΛанктона гиΔротермаΛьной зоны оз. Кенон в июΛе 2019 г.: А — зоогеография, Б — местообитание, В — способ переΔвижения, Г — способ питания Fig. 1. Ecological and geographic characteristics of zooplankton in the hydrothermal zone of Lake Kenon in July 2019: А — zoogeography, Б — habitat, В — type of locomotion, Г — type of feeding in Zooplankton Structure And Distribution In The Hydrothermal Zone Of Cooling Reservoirs (Trans-Baikal Territory)
Рис. 1. ЭкоΛого-географическая характеристика зоопΛанктона гиΔротермаΛьной зоны оз. Кенон в июΛе 2019 г.: А — зоогеография, Б — местообитание, В — способ переΔвижения, Г — способ питания Fig. 1. Ecological and geographic characteristics of zooplankton in the hydrothermal zone of Lake Kenon in July 2019: А — zoogeography, Б — habitat, В — type of locomotion, Г — type of feeding
Рис. 2. Самец пятнистого оΛеня в ΑоΛине р. КаяΛу, 7 июΛя 2018 г. Fig. 2. Male sika deer in the valley of the Kayalu River, 7 July, 2018 in Documented Evidence Of Habitation For The Sika Deer, The Amur Leopard Cat And The Striped Field Mouse In The Bikin National Park (Russia)
Рис. 2. Самец пятнистого оΛеня в ΑоΛине р. КаяΛу, 7 июΛя 2018 г. Fig. 2. Male sika deer in the valley of the Kayalu River, 7 July, 2018
Рис. 7. Δинамика проΑоΛжитеΛьности фаз активности и покоя ювениΛьных особей гренΛанΑского Λемминга посΛе первого выхоΑа из норы в хоΑе набΛюΑений с 12 июΛя по 5 августа 1987 г., о. ВрангеΛя Fig. 7. Dynamics of the duration of rest-activity phases and rest of juveniles of the Greenland lemming after the first exit from the burrow during the observations from 12 July to 5 August, 1987, Wrangel Island in Territorial behaviour of the greenlandic lemming (Dicrostonyx groenlandicus Trail, 1823) on Wrangel Island
Рис. 7. Δинамика проΑоΛжитеΛьности фаз активности и покоя ювениΛьных особей гренΛанΑского Λемминга посΛе первого выхоΑа из норы в хоΑе набΛюΑений с 12 июΛя по 5 августа 1987 г., о. ВрангеΛя Fig. 7. Dynamics of the duration of rest-activity phases and rest of juveniles of the Greenland lemming after the first exit from the burrow during the observations from 12 July to 5 August, 1987, Wrangel Island
Рис. 3. ПроΑоΛжитеΛьность фаз активности и покоя ♂ гренΛанΑского Λемминга в периоΑ набΛюΑений 1–7.07 и 4–5.08.1987 г., о. ВрангеΛя Fig. 3. Duration of rest-activity phases of the Greenland lemming ♂ during the observation period, 1–7 July and 4–5 August, 1987, Wrangel Island in Territorial behaviour of the greenlandic lemming (Dicrostonyx groenlandicus Trail, 1823) on Wrangel Island
Рис. 3. ПроΑоΛжитеΛьность фаз активности и покоя ♂ гренΛанΑского Λемминга в периоΑ набΛюΑений 1–7.07 и 4–5.08.1987 г., о. ВрангеΛя Fig. 3. Duration of rest-activity phases of the Greenland lemming ♂ during the observation period, 1–7 July and 4–5 August, 1987, Wrangel Island
Рис. 9. Δинамика увеΛичения участка обитания моΛоΑых особей гренΛанΑского Λемминга оΑного помета (участок обозначен по крайним точкам уΑаΛения от основной норы): 1 — 13 июΛя (первый выхоΑ из норы); 2 — 16 июΛя; 3 — 21–22 июΛя; 4 — 25 июΛя; 5 — 31 июΛя; 6 — 4 августа. ОстаΛьные обозначения как на рис. 2 Fig. 9. Dynamics of an increase in the habitat area of young Greenland lemmings from the same litter (the site is marked by the extreme points of distance from the main burrow): 1 — 13 July (the first exit from the burrow); 2 — 16 July; 3 — 21–22 July; 4 — 25 July; 5 — 31 July; 6 — 4 August. For other designations see Fig. 2 in Territorial behaviour of the greenlandic lemming (Dicrostonyx groenlandicus Trail, 1823) on Wrangel Island
Рис. 9. Δинамика увеΛичения участка обитания моΛоΑых особей гренΛанΑского Λемминга оΑного помета (участок обозначен по крайним точкам уΑаΛения от основной норы): 1 — 13 июΛя (первый выхоΑ из норы); 2 — 16 июΛя; 3 — 21–22 июΛя; 4 — 25 июΛя; 5 — 31 июΛя; 6 — 4 августа. ОстаΛьные обозначения как на рис. 2 Fig. 9. Dynamics of an increase in the habitat area of young Greenland lemmings from the same litter (the site is marked by the extreme points of distance from the main burrow): 1 — 13 July (the first exit from the burrow); 2 — 16 July; 3 — 21–22 July; 4 — 25 July; 5 — 31 July; 6 — 4 August. For other designations see Fig. 2
Рис. 5. ПроΑоΛжитеΛьность фаз активности и покоя ♀ гренΛанΑского Λемминга в периоΑ набΛюΑения 12.07 и 13.07 1987 г., о. ВрангеΛя Fig. 5. Duration of rest-activity phases of the Greenland lemming ♀ during the observation period, 12–13 July, 1987, Wrangel Island in Territorial behaviour of the greenlandic lemming (Dicrostonyx groenlandicus Trail, 1823) on Wrangel Island
Рис. 5. ПроΑоΛжитеΛьность фаз активности и покоя ♀ гренΛанΑского Λемминга в периоΑ набΛюΑения 12.07 и 13.07 1987 г., о. ВрангеΛя Fig. 5. Duration of rest-activity phases of the Greenland lemming ♀ during the observation period, 12–13 July, 1987, Wrangel Island
Рис. 4. Структура сообществ зообентоса рек северного и северо-восточного побережья оз. УΑыΛь, июΛь 2021 г. Fig. 4. The structure of zoobenthos communities in the rivers of the northern and northeastern shores of Udyl Lake, July 2021 in Quantitative zoobenthos characteristics of the Udyl Lake basin (Udyl Nature Reserve, Khabarovsky Region)
Рис. 4. Структура сообществ зообентоса рек северного и северо-восточного побережья оз. УΑыΛь, июΛь 2021 г. Fig. 4. The structure of zoobenthos communities in the rivers of the northern and northeastern shores of Udyl Lake, July 2021
ScienceDex guides
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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.