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РИС. 4. Места находок Amuranodonta kijaensis в бассейне р. Амур: черные точки – ранее иЗвестные местонахождениЯ, белые квадраты – впервые обнаруженные колонии. Номера локалитетов соответствуют таковым в таблице 1. FIG. 4. Localitions of finds of Amuranodonta kijaensis in the Amur River basin: black dots are previously known locations, white squares are newly discovered colonies. The locality numbers correspond to those in Table 1. in Новые данные об охранЯемом пресноводном двустворчатом моллюске Amuranodonta kijaensis Moskvicheva, 1973 (Unionidae, Anodontinae)
РИС. 4. Места находок Amuranodonta kijaensis в бассейне р. Амур: черные точки – ранее иЗвестные местонахождениЯ, белые квадраты – впервые обнаруженные колонии. Номера локалитетов соответствуют таковым в таблице 1. FIG. 4. Localitions of finds of Amuranodonta kijaensis in the Amur River basin: black dots are previously known locations, white squares are newly discovered colonies. The locality numbers correspond to those in Table 1.
Рис. 9. Блок-схема прогноЗирования сроков установки коллекторов и оЖидаемого количества спата [Белогрудов, 1980]. Fig. 9. The block diagram of prediction timing for installation of collectors and the expected number of spat [Belogrudov, 1980]. in Review of methods for the forecast of mollusk's spat productivity in sea-farms of Primorye and probable ways of their enhancement
Рис. 9. Блок-схема прогноЗирования сроков установки коллекторов и оЖидаемого количества спата [Белогрудов, 1980]. Fig. 9. The block diagram of prediction timing for installation of collectors and the expected number of spat [Belogrudov, 1980].
US Automatic Number Plate Recognition Market 2024 To 2033
<p><a href="https://www.custommarketinsights.com/report/us-automatic-number-plate-recognition-market/" target="_blank" rel="noopener">US Automatic Number Plate Recognition Market Size</a>, Trends and Insights By Application (Traffic Management, Toll Collection, Law Enforcement, Parking Management), By Product Type (Fixed ANPR Systems, Mobile ANPR Systems, Portable ANPR Systems), By End User (Government Agencies, Law Enforcement, Toll Operators, Parking Management Firms), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>As per the current market research conducted by the CMI Team, the <a href="https://www.custommarketinsights.com/report/us-automatic-number-plate-recognition-market/"><strong>US Automatic Number Plate Recognition Market</strong></a> is expected to record a CAGR of <strong>9.06%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>3.19 Billion</strong>. By 2033, the valuation is anticipated to reach USD 6.93 billion<strong>.</strong></p> <p>This chart shows the count of images and instances trained and validated for car and license plate detection that form a part of ANPR systems in the US marketplace. Shares images were analyzed: 183 images of the training subset and 20 images of the validation subset. In the case of car detection, there were 819 instances 740 were designated for training and 79 for validation.</p> <p>Moreover, 246 license plate instance samples were used, with 227 in the training and 19 in the validation sets. These datasets illustrate the tremendous amount of work and precision involved in the ANPR technology because of the increasing use of such systems for managing traffic issues, enforcing laws and collecting tolls on highways across the United States. This extensive data training emphasizes the accuracy and sharpness of the ANPR systems that authorities provide to the market by definition of vehicle identification and control.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=58799" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=58799</a></p>
Polygons with small denominator containing a small number of lattice points
<p>The denominator of a rational polytope \(P\) is an integer \(r\) such that the dilated polytope \(rP\) has lattice point vertices. The size of a polytope is the number of lattice points it contains. This dataset contains polygons with denominator 2 and 3 with small size, classified using a growing algorithm as described in [HHK24].</p> <p>The data consists of files "denom_r_size_k_polygons.txt" which record the denominator \(r\) size \(k\) polygons \(P\). Each entry consists of the vertices and volume of \(rP\), the Ehrhart \(\delta\)-vector/\(h^*\)-vector of \(P\), and an ID number, which is unique among polygons of given size and denominator. Entries are ordered by their ID number. There are 50,564 entries in total.</p> <p><strong>Example entry:</strong></p> <p>ID=1<br>Vertices=[[ 1, 0 ], [ 0, 1 ], [ 3, 5 ]]<br>Volume=7<br>DeltaVec=[ 1, 0, 3, 7, 3, 0 ]</p> <p>If you make use of this data, please cite [HHK24] and the DOI for this data:</p> <p>doi:10.5281/zenodo.14230584</p> <p><strong>References:</strong></p> <p>[HHK24] Girtrude Hamm, Johannes Hofscheier, Alexander Kasprzyk, Classification and Ehrhart Theory of Denominator 2 Polygons. (preprint) arxiv:2411.19183</p>
Salmonella, Shiga toxin-producing Escherichia coli O157:H7 and Listeria monocytogenes numbers during dry-aging of beef loins
<p>This dataset contains bacterial count data and loin characteristics from an experimental study assessing the survival/growth of <em>Salmonella</em>, <em>Escherichia coli</em> O157:H7 and <em>Listeria monocytogenes</em> during dry-aging of beef loins, after artificial inoculation. </p> <p>Four different csv files are provided with tabular data. A detailed description of the data is provided in the readme file.</p> <p> </p>
Number of public and private hospitals and number of beds available in the spanish sanitary system in 1986
<p>Number of public and private hospitals and number of beds avaiable in the spanish sanitary system in 1986.</p> <p>Information about funding sources or sponsorship that supported the collection of the data: Financial support from the European Union, the European Regional Development Fund (ERDF), and Spain’s Ministry of Science and Innovation -State Research Agency- for the project entitled "The historical keys of hospital development in Spain and its international comparison during the twentieth century", Ref. RTI2018-094676-B-I00.</p>
Number of public and private hospitals and number of beds available in the spanish sanitary system in 1970
<p>Number of public and private hospitals and number of beds avaiable in the spanish sanitary system in 1970.</p> <p>Information about funding sources or sponsorship that supported the collection of the data: Financial support from the European Union, the European Regional Development Fund (ERDF), and Spain’s Ministry of Science and Innovation -State Research Agency- for the project entitled "The historical keys of hospital development in Spain and its international comparison during the twentieth century", Ref. RTI2018-094676-B-I00.</p>
An estimation of the absolute number of axons indicates that human cortical areas are sparsely connected
<p>This is a collection of preprocessed data and standalone Matlab analysis code for the PLoS: Biology article of the same name, <a href="https://doi.org/10.1371/journal.pbio.3001575">https://doi.org/10.1371/journal.pbio.3001575</a>. The primary processed diffusion MRI connectivity data was reported and previous distributed in our eNeuro article <a href="http://doi.org/10.1523/ENEURO.0416-20.2020">https://doi.org/10.1523/ENEURO.0416-20.2020</a>. The replication dataset was reported and previous distributed by Arnatkeviciute et al. 2021, Nature Communications (<a href="http://doi.org/10.1038/s41467-021-24306-2">https://doi.org/10.1038/s41467-021-24306-2</a>). Please cite these publications when using relevant code or data. Files with the .mat extension are Matlab v7.3 data files. The raw imaging data from which these files were derived are available from <a href="https://db.humanconnectome.org/">https://db.humanconnectome.org</a>.</p>
Maps of depths are created for the site of 50 m length. Flow types are turbulent, broken standing waves, unbroken standing waves, and rippled. The average width was 8 m and varied from 5.5 to 12 m. Bed elements included bars, rocks, and step/pools. The average depth was 0.35 m, with a maximum of 0.6 m. The average velocity was 0.4 m/s, with a maximum of 1.2 m/s (figs 10). Distribution of bottom habitats at the locations with the crayfish are as follows: megalital — 5 %, macrolithal — 30 %, mesolithal — 25 %, microlithal — 15 %, psammal — 15 %, CPOM — 10 %. Assessment by hydrobiological parameters showed that the presence of Lyngbya and Oscillatoria, as well as the increase of the number of Oligochae- in New Findings Of White Clawed Crayfish, Austropotamobius Pallipes (Decapoda, Astacidae), And Peculiarities Of Its Spatial Distribution In Neretvica (Bosnia And Herzegovina)
Maps of depths are created for the site of 50 m length. Flow types are turbulent, broken standing waves, unbroken standing waves, and rippled. The average width was 8 m and varied from 5.5 to 12 m. Bed elements included bars, rocks, and step/pools. The average depth was 0.35 m, with a maximum of 0.6 m. The average velocity was 0.4 m/s, with a maximum of 1.2 m/s (figs 10). Distribution of bottom habitats at the locations with the crayfish are as follows: megalital — 5 %, macrolithal — 30 %, mesolithal — 25 %, microlithal — 15 %, psammal — 15 %, CPOM — 10 %. Assessment by hydrobiological parameters showed that the presence of Lyngbya and Oscillatoria, as well as the increase of the number of Oligochae-
CONGA: Copy number variation genotyping in ancient genomes and low-coverage sequencing data
<p>To date, ancient genome analyses have been largely confined to the study of single nucleotide polymorphisms (SNPs). Copy number variants (CNVs) are a major contributor of disease and of evolutionary adaptation, but identifying CNVs in ancient shotgun-sequenced genomes is hampered by (i) most published genomes being <1x coverage, (ii) ancient DNA fragments being typically <80 bps. These characteristics preclude state-of-the-art CNV detection software to be effectively applied to ancient genomes. Here we present CONGA, an algorithm tailored for genotyping deletion and duplication events in genomes with low depths of coverage. Simulations and down-sampling experiments show that CONGA can genotype deletions >1 kbps with F-scores >0.75 at >=1x, and distinguish between heterozygous and homozygous states. Using CONGA, we analyse deletion events at 10,018 loci in 56 ancient human genomes spanning the last 50,000 years, with coverages 0.4x-26x. We show that inter-individual genetic diversity measured using deletions and SNPs are highly correlated, as in modern-day genomes, confirming that deletion frequencies broadly reflect demographic history. We also identify signatures of strong purifying selection on deletions in ancient-genomes, such as an excess of singletons compared to those in SNPs. CONGA paves the way for systematic studies of drift, mutation load, and adaptation in ancient and modern-day gene pools through the lens of CNVs.</p>
Total number of Roman imperial portraits, per emperor (N=2135), excluding imperial portraits of unknown emperors
<p>The figure presented here includes the total number of sculptural portraits of Roman emperors (mostly carved from marble or casted in bronze) that were collected for the purposes of analyzing the representation of Roman emperors in freestanding sculpture. PhD dissertation: S. Heijnen (2022), Portraying Change: The Representation of Roman Emperors in Freestanding Sculpture (ca. 50 BC - ca. 400 AD). Dissertation. Radboud University.</p>
Number of imperial portraits (average), per year of reign (N=1625), excluding emperors that ruled less than a year and imperial portraits that circulated prior to the emperor's accession
<p>The figure presented here includes the average number of sculptural portraits of Roman emperors (mostly carved from marble or casted in bronze), per year of rule, that were collected for the purposes of analyzing the representation of Roman emperors in freestanding sculpture. PhD dissertation: S. Heijnen (2022), Portraying Change: The Representation of Roman Emperors in Freestanding Sculpture (ca. 50 BC - ca. 400 AD). Dissertation. Radboud University.</p>
FIG. 6. — Tovomita saulensis J in The maximum and the minimum: two new species of Tovomita Aubl. (Clusiaceae) from the Guiana Shield with an unusual number of stamens
FIG. 6. — Tovomita saulensis J.Engel & Molino, sp. nov.: A, male inflorescence; B, staminate floral bud dissected: androecium (top left), sepals (top right), petals (bottom); C, detail of pistillode (red circle) and stamens; D, detail of leaf venation; A, Mori et al. 24002; B, C, D, Phillippe et al. 26984. Photographs by Julien Engel. Scale bars: A, D, 5 mm; B, C, 1 mm.
FIG. 2 in The maximum and the minimum: two new species of Tovomita Aubl. (Clusiaceae) from the Guiana Shield with an unusual number of stamens
FIG. 2. — Tovomita maxima Molino & J.Engel, sp. nov.: A, male inflorescence; B, fruit; C, open fruit showing four seeds (one seed missing); D, seeds (two with the red aril removed, one in longitudinal section); A, Sabatier & Fonty 5595; B-D, no voucher. A-D, Photographs by Daniel Sabatier.
FIG. 3 in The maximum and the minimum: two new species of Tovomita Aubl. (Clusiaceae) from the Guiana Shield with an unusual number of stamens
FIG. 3. — Tovomita maxima Molino & J.Engel, sp. nov.: A, gynoecium; B, pistillate flower (perianth missing); C, outer sepals; D, staminate floral buds (note calyptrate bracteoles); E; two inner sepals (top left) and seven petals; F, androecium; C, E, F, from dissected staminate floral bud; A, B, Larpin 1057; C, E, F, Clarke 7145; D, Tostain et al. 2488. Photographs by Julien Engel. Scale bars: A-E, 5 mm; F, 2 mm.
FIG. 4 in The maximum and the minimum: two new species of Tovomita Aubl. (Clusiaceae) from the Guiana Shield with an unusual number of stamens
FIG. 4. — Distribution of Tovomita maxima Molino & J.Engel, sp. nov. (·) and Tovomita saulensis J.Engel & Molino, sp. nov. (*).
FIG. 5. — Tovomita saulensis J in The maximum and the minimum: two new species of Tovomita Aubl. (Clusiaceae) from the Guiana Shield with an unusual number of stamens
FIG. 5. — Tovomita saulensis J.Engel & Molino, sp. nov.: A, leaf adaxial surface (left), abaxial surface (right); B, stem with male inflorescence; C, part of male inflorescence; D, staminate floral bud; E, detail of stamens (left), detail of pistillode and stamens (right); F, immature fruits; G, transverse section of immature fruit apical rostrum (i.e., remaining styles and stigmas); H, sepals (from dissected bud); I, petals (from dissected bud); A, D, E, Phillippe et al. 26984; B, C, H, I, Mori et al. 24002; F, G, Mori & Pipoly 15551. Drawn by Laurence Ramon. Scale bars: A, B, F, 1 cm; C, 5 mm; D, E, G-I, 1 mm.
FIG. 1 in The maximum and the minimum: two new species of Tovomita Aubl. (Clusiaceae) from the Guiana Shield with an unusual number of stamens
FIG. 1. — Tovomita maxima Molino & J.Engel, sp. nov.: A, stem with male inflorescence; B, part of male inflorescence; C, staminate flower; D, detail of stamens; E, staminate floral bud longitudinal section (note the pistillode in the middle); F, pistillate flower (perianth missing); G, petals (from dissected bud); H, gynoecium (left), ovary transverse section (right); I, pistillate flower apical view; J, detail of staminodes; K; staminate floral bud (note calyptrate bracteoles); L, fruit medial section (left), fruit lateral view (right); A, B, Sabatier & Fonty 5595; C-E, K, Tostain et al. 2488; F, H-J, Larpin 1057; G, Sabatier & Molino 5153; L, Granville & Crozier 13646 (left), Henkel 4994 (right). Drawn by Laurence Ramon. Scale bars: A, B, I, 2 cm; C, 1 cm; D-I, K, 5 mm; J, 1 mm.
Increasing numbers of harbour seals and grey seals in the Solent
<p>Harbour seals (<i>Phoca vitulina</i>) and grey seals (<i>Halichoerus grypus</i>) both occur within the UK, but display regional contrasting population trends. Whilst grey seals are typically increasing in number, harbour seals have shown varying trends in recent decades following repeated pandemics. There is a need for monitoring of regional and local populations to understand overall trends. This study utilised a 20-year dataset of seal counts from two neighbouring harbours in the Solent region of south England. Generalised additive models showed a significant increase in the numbers of harbour (mean 5.3 to 30.5) and grey seals (mean 0 to 12.0) utilising Chichester Harbour. Conversely, in Langstone Harbour there has been a slight decrease in the number of harbour seals (mean 5.3 to 4.0). Accompanying photographic data from 2016-18 supports the increase in seal numbers within Chichester Harbour, with a total of 68 harbour and 8 grey seals identified. These data also show evidence of site fidelity of harbour seals in this area, with almost a quarter of animals resighted within the past three years. Overall, this long-term study indicates an increasing number of both harbour and grey seals within the Solent. However, more research is required to identify the drivers of this trend.</p>
Number of chamber measurement locations for accurate quantification of landscape-scale greenhouse gas fluxes: Importance of land use, seasonality, and greenhouse gas type
<p>Contains all raw data measured in the Schwingbach Earth Observatory (SEO) from Spring, Summer and Autumn 2020. Data was measured with an on-site LGR laser from the GHG emissions, and with 100cm³ soil cores for the soil characteristics. Details can be found in the corresponding manuscript "Number of chamber measurement locations for accurate quantification of landscape-scale greenhouse gas fluxes: Importance of land use, seasonality, and greenhouse gas type"</p>
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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.