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Appendix Figures A.1 - A.15 of the paper "Advanced classification of hot subdwarf binaries using artificial intelligence techniques and Gaia DR3 data". This work has been accepted for publication in the journal Astronomy & Astrphysics (A&A) on September 24, 2024.
<p><strong>Figure captions:</strong></p> <p> </p> <p><strong>Fig. A.1.</strong> Heatmap with the number of common stars (true positives) labeled as binary for the five methods used.</p> <p> </p> <p><strong>Fig. A.2.</strong> Heatmap with the number of common stars (true negatives) labeled as single for the five methods used.</p> <p> </p> <p><strong>Fig. A.3.</strong> Color-magnitude diagrams, showing the 2815 stars of our sample from Sect. 3. Colors indicate the label predictions by SOM (left panel) and CNN (right panel).</p> <p> </p> <p><strong>Fig. A.4.</strong> K-S test comparing radial SOM (black) and CNN (blue).</p> <p> </p> <p><strong>Fig. A.5.</strong> Spectra of the star "LAMOSTJ112914.11+471501.7" (blue color) and in the background (gray color) the 35 stars classified as binary by Solano et al. (2022) with VOSA tools.</p> <p> </p> <p><strong>Fig. A.6.</strong> Spectra of the star "HD14829" (red color) and in the background (gray color) the 53 stars classified as single by Drilling et al. (2013).</p> <p> </p> <p><strong>Fig. A.7.</strong> Spectra of the star "Feige98" (red color) and in the background (gray color) the 53 stars classified as single by Drilling et al. (2013).</p> <p> </p> <p><strong>Fig. A.8.</strong> Spectra of the star "PG0304+184" (red color) and in the background (gray color) the 53 stars classified as single by Drilling et al. (2013).</p> <p> </p> <p><strong>Fig. A.9.</strong> Spectra of the star "PG1510+635" (red color) and in the background (gray color) the 53 stars classified as single by Drilling et al. (2013).</p> <p> </p> <p><strong>Fig. A.10.</strong> Cluster 0 of spectra (blue color) with the other spectra in the background (gray color).</p> <p> </p> <p><strong>Fig. A.11.</strong> Cluster 4 of spectra (brown color) with the other spectra in the background (gray color).</p> <p> </p> <p><strong>Fig. A.12.</strong> Cluster 1 of spectra (yellow color) with the other spectra in the background (gray color).</p> <p> </p> <p><strong>Fig. A.13.</strong> Cluster 3 of spectra (red color) with the other spectra in the background (gray color).</p> <p> </p> <p><strong>Fig. A.14.</strong> Cluster -1 of spectra (pink color) with the other spectra in the background (gray color).</p> <p> </p> <p><strong>Fig. A.15.</strong> Cluster 2 of spectra (green color) with the other spectra in the background (gray color).</p>
AURORA Energy Tracker App Dashboard on 9 September 2024
<p>Snapshots of the AURORA Energy Tracker dashboard, showing data collected on 9 September 2024 regarding average user, energy labels and gender distribution.</p> <p>The dashboard is available at https://dashboard.aurora-h2020.eu/en-GB and shows data from 6 February 2024. Note that AURORA is an ongoing citizen science project and the data on this page is provided without guarantee.</p>
LPL11 - September 2024
<p>Measurements of LPL11 (Frontera Rural Park) in September 2024</p> <p>El Hierro</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL11">info</a></p>
LPL7 - September 2024
<p>Measurements of LPL7 (Archipielago Chinijo) in September 2024</p> <p>Archipielago Chinijo</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL7">info</a></p>
LPL3 - September 2024
<p>Measurements of LPL3 (Madeira East Coast) in September 2024</p> <p>Madeira</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL3">info</a></p>
LPL11 - September 2024
<p>Measurements of LPL11 (Frontera Rural Park) in September 2024</p> <p>El Hierro</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL11">info</a></p>
LPL3 - September 2024
<p>Measurements of LPL3 (Madeira East Coast) in September 2024</p> <p>Madeira</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL3">info</a></p>
LPL2 - September 2024
<p>Measurements of LPL2 (Caldera de Taburiente NP) in September 2024</p> <p>La Palma</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL2">info</a></p>
LPL7 - September 2024
<p>Measurements of LPL7 (Archipielago Chinijo) in September 2024</p> <p>Archipielago Chinijo</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL7">info</a></p>
Data complementing the Avian influenza overview June - September 2024
<p>Data complementing the Avian influenza overview June - September 2024</p> <p> </p> <p><strong>Annex A – Data on birds</strong></p> <p>The annex contains figures and tables on HPAI virus detections in birds in Europe as well as a description of the vaccination campaign implemented in France in 2023–2024.</p> <p><strong>Annex B – Characteristics of the HPAI-affected poultry establishments</strong></p> <p>The annex contains a table with the characteristics of the HPAI-affected poultry establishments by affected European country submitted to ADIS between 15 June and 20 September 2024.</p> <p><strong>Annex C – Data on virus sequences</strong></p> <p>The annex contains information on authors, originating and submitting laboratories of the sequences from GISAID's EpiFlu™ Database on which this research is based. All data submitters may be contacted directly via <a title="https://eur03.safelinks.protection.outlook.com/?url=http%3a%2f%2fwww.gisaid.org%2f&data=05%7c02%7c%7cbccd5bb40f5e4a4ccee508dbfbeb3823%7c406a174be31548bdaa0acdaddc44250b%7c1%7c0%7c638380763212264062%7cunknown%7ctwfpbgzsb3d8eyjwijoimc4wljawmdailcjqijoiv2lumziilcjbtii6ik1hawwilcjxvci6mn0%3d%7c3000%7c%7c%7c&sdata=yxkh9bn0bh3m4pak8dja4mkdj1ptc6%2fyqioei05qg1m%3d&reserved=0" href="https://eur03.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.gisaid.org%2F&data=05%7C02%7C%7Cbccd5bb40f5e4a4ccee508dbfbeb3823%7C406a174be31548bdaa0acdaddc44250b%7C1%7C0%7C638380763212264062%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=Yxkh9bN0bH3m4Pak8DJa4Mkdj1PTc6%2FYqIoei05qg1M%3D&reserved=0" target="_blank" rel="noreferrer noopener">www.gisaid.org</a>.</p>
Tweasel traffic collection for TrackHAR adapter work on websites (September 2024)
<p>To start creating TrackHAR adapters for trackers active on the web, we ran a traffic collection on the top 10,000 websites in Germany as per the Chrome User Experience Report (CrUX) for August 2024.</p> <p>The websites were accessed in a headless Chromium browser using Playwright from a French IP address between 2024-09-20 and 2024-09-26. All websites were accessed twice for 60 seconds each: The first time without any user interaction, the second time random user input was provided, meaning that it is possible/likely that consent was given when requested.</p> <p>Source code for the collection: <a href="https://github.com/tweaselORG/experiments/tree/4d00eba66a3b797805a0c5ee32bcdd1e04577217/web-monkey-september-2024">https://github.com/tweaselORG/experiments/tree/4d00eba66a3b797805a0c5ee32bcdd1e04577217/web-monkey-september-2024</a><br>Notes on the collection: <a href="https://github.com/tweaselORG/experiments/issues/3">https://github.com/tweaselORG/experiments/issues/3</a></p>
ERA-NUTS: interim version for 2021, daily data from January 1980 to September 2021
<p>Interim extension for the daily ERA-NUTS dataset.</p> <p>This is the data used for generating the chart in this tweet: https://twitter.com/matteodefelice/status/1446144816744632320</p> <p><strong>DISCLAIMER</strong>: this version has not been completely quality-checked, the next official version (1980-2021) will be released next January. </p> <p><strong>## Data</strong><br> The time-series have daily frequency and are aggregated following the <a href="https://ec.europa.eu/eurostat/web/nuts/background">NUTS 2016 classification</a>. NUTS (Nomenclature of Territorial Units for Statistics) is a European Union standard for referencing the subdivisions of countries (member states, candidate countries and EFTA countries).</p> <p>This dataset contains NUTS0/1/2 time-series for the following variables obtained from the <strong>ERA5 reanalysis data</strong> (in brackets the name of the variable on the Copernicus Data Store and its unit measure):</p> <p> - <strong>t2m</strong>: 2-meter temperature (`2m_temperature`, Celsius degrees)<br> - <strong>ssrd</strong>: Surface solar radiation (`surface_solar_radiation_downwards`, Watt per square meter)<br> - <strong>ro</strong>: Runoff (`runoff`, millimeters)<br> <br> There are also a set of derived variables:<br> - <strong>ws100</strong>: Wind speed at 100 meters (derived by `100m_u_component_of_wind` and `100m_v_component_of_wind`, meters per second)<br> - <strong>HDD</strong>/<strong>CDD</strong>: Heating/Cooling Degree days (derived by 2-meter temperature the <a href="https://ec.europa.eu/eurostat/cache/metadata/en/nrg_chdd_esms.htm">EUROSTAT definition</a>).</p>
Cetacean sightings, n T.t.ponticus 59 45 22 4 2 3 1 2 0 0 4 1 June July August September Fig. 4. Sightings per month for each species. in Vantage point surveys of cetaceans (Mammalia, Cetacea) and their interactions with marine birds
Cetacean sightings, n T.t.ponticus 59 45 22 4 2 3 1 2 0 0 4 1 June July August September Fig. 4. Sightings per month for each species.
August–September temperature reconstruction over the period 1792–2020 based on a tree-ring maximum latewood density
<p>We present a late summer (August–September) temperature reconstruction over the period<br> 1792–2020 based on a tree-ring maximum latewood density (MXD) chronology for the southern Tibetan Plateau (TP).<br> The reconstruction explained 66.2% of the variance in the instrumental temperature records during the calibration period<br> 1960–2020.</p>
September 2023 OCFL Community Meeting
<p>This month's community meeting was allocated to hold a Community Listening Session. Full notes from the listening session can be found at: <a href="https://github.com/OCFL/spec/wiki/2023.09.13-Community-Meeting">https://github.com/OCFL/spec/wiki/2023.09.13-Community-Meeting</a></p> <p>More information about the Community Listening Sessions and future Community Listening Session dates can be found at: <a href="https://ocfl.io/news/#community-listening-sessions-for-version-2-of-the-oxford-common-file-layout">https://ocfl.io/news/#community-listening-sessions-for-version-2-of-the-oxford-common-file-layout</a></p>
Data complementing the Avian influenza overview June-September 2023
<p>Annex A – Data on wild bird species and HPAI virus detections in birds</p> <p>The annex contains tables and figures on wild bird species and HPAI virus detections in birds.</p> <p> </p> <p>Annex B – Applied prevention and control measures on avian influenza</p> <p>The annex contains an overview of specific prevention and control measures applied in Austria, Belgium, Bulgaria, Czechia, Denmark, Finland, France, Iceland, Italy, Latvia, Lithuania, Luxembourg, Netherlands, Norway, Poland, Slovakia, Spain, Sweden and Switzerland in relation to recent avian influenza outbreaks in poultry, wild birds or mammals.</p> <p> </p> <p>Annex C – Characteristics of the HPAI A(H5N1)-positive poultry establishments</p> <p>The annex contains a table with the characteristics of the HPAI A(H5N1)-positive poultry establishments by affected EU Member State from 9 June to 18 August 2023. </p> <p> </p> <p>Annex D- Data on virus sequences</p> <p>The annex contains information on authors, originating and submitting laboratories of the sequences from GISAID’s EpiFlu™ Database on which this research is based. All submitters of data may be contacted directly via <a href="https://www.gisaid.org./">www.gisaid.org.</a></p>
LPL3 - September 2023
<p>Measurements of LPL3 (Madeira East Coast) in September 2023</p> <p>Madeira</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL3">info</a></p>
LPL7 - September 2023
<p>Measurements of LPL7 (Archipielago Chinijo) in September 2023</p> <p>Archipielago Chinijo</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL7">info</a></p>
LPL2 - September 2023
<p>Measurements of LPL2 (Caldera de Taburiente NP) in September 2023</p> <p>La Palma</p><p> Light Pollution Laboratorie <a href="https://data.eelabs.eu/api/lpls/LPL2">info</a></p>
"It was recorded on Sunday, morning of the 28th of September as some of the slower runners of the Berlin Marathon made it past Torstrasse near my flat. Iwas out to buy some bread for breakfast, but Iusually bring a camera and my Edirol R-1 recorder whenever Igo out. Since Iwas freshly returned to Berlin Iguess Iwas sensitive to the more antiquated sounds which still survive there, like that of the organ grinder. Iam generally interested in how human beings are replacing the presence of Nature with an artificial environment made entirely by human hands (and thus far more understandable, it is hoped). In this new Human Nature, the sounds of Nature are also Human made. Iwrite about these things, but Ialso use the sounds in my videos and my interactive and generative media work, so generally Iam wandering around building up my archive of media documents for use as material in future works." [Baruch/ gottlieb]17 in Collecting Sounds. Online Sharing of Field Recordings as Cultural Practice
"It was recorded on Sunday, morning of the 28th of September as some of the slower runners of the Berlin Marathon made it past Torstrasse near my flat. Iwas out to buy some bread for breakfast, but Iusually bring a camera and my Edirol R-1 recorder whenever Igo out. Since Iwas freshly returned to Berlin Iguess Iwas sensitive to the more antiquated sounds which still survive there, like that of the organ grinder. Iam generally interested in how human beings are replacing the presence of Nature with an artificial environment made entirely by human hands (and thus far more understandable, it is hoped). In this new Human Nature, the sounds of Nature are also Human made. Iwrite about these things, but Ialso use the sounds in my videos and my interactive and generative media work, so generally Iam wandering around building up my archive of media documents for use as material in future works." [Baruch/ gottlieb]17
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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.
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.