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dryad36/100

Data from: Machine learning confirms new records of maniraptoran theropods in Middle Jurassic UK microvertebrate faunas

<p>Current research suggests that the initial radiation of maniraptoran theropods occurred in the Middle Jurassic, although their fossil record is known almost exclusively from the Cretaceous. However, fossils of Jurassic maniraptorans are scarce, usually consisting solely of isolated teeth, and their identifications are often disputed. Here, we apply different machine learning models, in conjunction with morphological comparisons, to a suite of isolated theropod teeth from Bathonian microvertebrate sites in the UK in order to determine if any of these can be confidently assigned to Maniraptora. We generated three independent models developed on a training dataset with a wide range of theropod taxa and broad geographical and temporal coverage. Classifying the Middle Jurassic teeth in our sample against these models indicates the presence of at least three distinct dromaeosaur morphotypes, plus a therizinosaur and troodontid, in these assemblages, a conclusion supported by morphological comparison. These new referrals significantly extend the ranges of Therizinosauroidea and Troodontidae, by some 27 million years. These results indicate that not only were maniraptorans present in the Middle Jurassic, as predicted by previous phylogenetic analyses, but had already radiated into a diverse fauna that pre-dated the break-up of Pangaea. This study also demonstrates the power of machine learning to provide quantitative assessments of isolated teeth in providing a robust, testable framework for taxonomic identifications, and highlights the importance of assessing and including evidence from microvertebrate sites in faunal and evolutionary analyses.</p>

opencc-zeroApr 2023View details →
dryad36/100

Data for: Variation in eye lenses of two new Late Devonian phacopid trilobites from western Junggar, NW China

<p>The Suborder Phacopina, characterized by schizochroal eyes, is among the most common groups of trilobites in Devonian strata. The marine sediments of the Famennian in western Junggar, Xinjiang, contain abundant low-disparity phacopids, which have previously been designated to <em>Omegops</em> <em>accipitrinus</em> <em>mobilis</em>, <em>Phacops</em> <em>circumspectans</em> <em>tuberculosus</em>, and <em>Omegops</em> <em>cornelius</em>, based on small numbers of poorly preserved specimens. In this study, these phacopids were identified as two new species of <em>Omegops</em>, <em>O</em>. <em>honggulelengensis</em> sp. nov. and <em>O</em>. <em>xiangi</em> sp. nov., based on nearly 200 well-preserved specimens. The intraspecific variations of eye-lenses of these specimens were quantitatively analyzed. Based on differences in the total number, number of dorso-ventral files, and arrangement of the eye lenses, the absence of lenses in the middle part of the visual surface, and asymmetry of the number and/or arrangement of lenses in the two eyes, it was concluded that the reasons for intraspecific variation in eye lenses of Late Devonian <em>Omegops</em> from western Junggar were different from previously described factors, but were likely genetic or embryological malfunctions, or abnormalities caused by pathological conditions. Diversity of lenses in the schizochroal eyes shows that the number and arrangement of eye lenses were not stable in Phacopina. Therefore, many specimens are needed for quantitative study to determine the true characteristics of the number or arrangement of eye lenses when these features are used in the systematic taxonomy of Phacopina.</p>

opencc-zeroApr 2023View details →
dryad36/100

Phylogenetic data for: Synchrospora gen. nov., a new Peronosporaceae genus with aerial lifestyle from a natural cloud forest in Panama

<p class="MsoNormal"><span>During a survey of <em>Phytophthora</em> diversity in Panama, fast-growing oomycete isolates were obtained from naturally fallen leaves of an unidentified tree species in a tropical cloud forest. Phylogenetic analyses of sequences from the nuclear ITS, LSU and ß–tubulin loci and the mitochondrial <em>cox1</em> and <em>cox2</em> genes revealed they belong to a new species of a new genus, officially described here as <em>Synchrospora</em> gen. nov., which resided as a basal genus within the Peronosporaceae. The type species <em>S. medusiformis</em> has unique morphological characters. The sporangiophores show determinate growth, multifurcating at the end forming a stunted, candelabra-like apex from which multiple (8 to &gt;100) long, curved pedicels are growing simultaneously in a medusa-like way. The caducous papillate sporangia mature and are shed synchronously. The breeding system is homothallic, hence more inbreeding than outcrossing, with smooth-walled oogonia, plerotic oospores and paragynous antheridia. Optimum and maximum temperatures for growth are 22.5 and 25–27.5 °C, consistent with its natural cloud forest habitat. It is concluded that <em>S. medusiformis</em> is adapted to a lifestyle as canopy-dwelling leaf pathogen in tropical cloud forests. More oomycete surveys in the canopies of tropical rainforests and cloud forests are needed to elucidate the diversity and role of oomycetes and, in particular, <em>S. medusiformis</em> and possibly other <em>Synchrospora</em> taxa in this as yet under-explored habitat.</span></p>

opencc-zeroApr 2023View details →
zenodo36/100

Supplementary Data: Simple, but not simplified: A new approach for optimising beyond-Standard Model physics searches at the Large Hadron Collider

<p><strong>Supplementary Data</strong></p> <p><em>Simple, but not simplified: A new approach for optimising beyond-Standard Model physics searches at the Large Hadron Collider</em></p> <p>This record contains the full dataset generated for the study &quot;<em>Simple, but not simplified: A new approach for optimising beyond-Standard Model physics searches at the Large Hadron Collider</em>&quot;. It contains the following files:</p> <ul> <li>data_cross_sections_full_exact.csv - a CSV file with the soft breaking parameters M1, M2, mu and tanb, the neutralino/chargino masses, the cross sections for neutralino-neutralino, chargino-neutralino and chargino-chargino production at the LHC operating at a CM energy of 13 TeV, and the branching ratios of the unstable charginos/neutralinos.&nbsp;</li> <li>benchmark_points.zip - this zip file contains the SLHA files for the four benchmark points as shown in the paper, together with the prospino output for the cross section.&nbsp;</li> </ul> <p>&nbsp;</p>

opencc-by-4.0May 2023View details →
dryad36/100

Correlation between body size and longevity: new analysis and data covering six taxonomic classes of vertebrates

<p class="MsoNormal"><span>Large bodied species are known to live longer than small bodied species. However, it is less clear whether the positive correlation varies across taxa. In this short communication, we combine data entries from literature and databases on body mass and maximum life span for 3722 species covering </span><span>taxonomic Classes <span><em><span>Chondrichthyes</span></em><span>, <em>Teleostei, Amphibia</em>, <em>Reptilia, Aves</em><span>, and</span><em> Mammalia</em>.</span> </span>We then analyze the log(maximum life span) – log(body mass) relationship using generalized linear model with nested random intercepts and slopes for Class/Order/Family. Our analyses generally demonstrate the positive longevity – body mass relationship but also reveal that slopes and intercepts differ slightly among all Classes except <em>Reptilia</em> and <em>Amphibia</em>. Highest slopes can be found in Classes <em>Aves</em> and <em>Chondrichthyes</em>. Differences between the smallest and largest Family-level slopes was more than threefold. While these preliminary analyses provide a brief overview of body size – longevity relationships across taxa, the dataset collated in the present study could serve as a start point for in-depth phylogenetic analyses to uncover complex pathways through which body size and its correlates might have evolved. </span></p>

opencc-zeroMay 2023View details →
dryad36/100

New data and systematic considerations on the Blattogryllopterida (Insecta: Grylloblattida) from the Jurassic Daohugou locality in China

<p class="MsoNormal"><span>The systematics of the Blattogryllopterida (Grylloblattida) from the Jurassic Daohugou locality (China) is reconsidered. </span><span>The holotypes of<em> </em></span><em><span>Plesioblattogryllus</span></em><em><span> </span></em><em><span>magnificus</span></em><span> and </span><em><span>Duoduo</span></em><em><span> </span></em><em><span>qianae</span></em><span> are examined, and new synonymies are proposed: <em>Plesioblattogryllus </em>Huang, Nel &amp; Petrulevičius, 2008 =</span><em><span> Duoduo </span></em><span>Cui, 2012, <strong>syn. nov.</strong>; </span><em><span>Plesioblattogryllus magnificus</span></em><span> Huang, Nel &amp; Petrulevičius, 2008 =</span><em><span> Duoduo qianae</span></em><span> Cui, 2012, <strong>syn. nov.</strong> The holotype of <em>Plesioblattogryllus minor</em> Ren &amp; Aristov, 2011 is reinvestigated and re-documented, and a new well-preserved single wing of this rare species, also uncovered from the Jurassic Daohugou locality, is described. Besides the holotype, it is the first specimen exhibiting well-exposed wing venation characters for the species. Particular characters, such as the desclerotised MP, are better observed and complemented by Reflectance Transforming Imaging documentation. The new specimen might be a hind wing with a reduced plicatum, a trait yet unknown in grylloblattids. Based on these new data it occurs that, in contrast to <em>P. magnificus</em> and most Blattogryllopterida, the species possesses a long RP+MA fusion, with a long basal free part of MA and a very short basal free section of RP. Together with other characters, it justifies the erection of a new genus, <em>Aristoviblattogryllus</em> <strong>gen. nov.</strong>, to accommodate the species</span><span> </span><em><span>Aristoviblattogryllus</span></em><em><span> </span></em><em><span>minor</span></em><span> </span><span>(</span><span>Ren &amp; Aristov, 2011</span><span>), <strong>comb. nov</strong></span><strong><span>.</span></strong></p>

opencc-zeroDec 2022View details →
zenodo36/100

Fig. 3 in Three new earthworm species of Microchaetus Rapp, 1849, and new data on two earlier known species of this genus (Oligochaeta: Microchaetidae)

Fig. 3. Microchaetus sophieae sp. n. Lateral view of clitellum. C = clitellum.

opencc-by-4.0Dec 2002View details →
dryad36/100

Data from: Pollinators and plants as ecosystem engineers: post-dispersal fruits provide new habitats for other organisms

<p><span>Ecosystem engineering consists of</span><span> </span><span>a ubiquitous and fundamental class of interactions where some organisms promote state changes in biotic and abiotic materials which indirectly affect others. Since the concept was created as a counterpoint to traditional flux-based models, pollinators have never been considered to promote ecosystem engineering because they modulate the supply of resources used by seed/fruit consumers. However, dry fruits may persist in the environment for long periods after seed dispersion as empty structures that are an additional alternative for occupancy. These increase the realized niche of some organisms, being a clear example of biogenic habitats. Here, we demonstrate how pollination may boost ecosystem engineering using an illustrative case study based on a specialized interaction between a bee and an orchid with characteristic capsular fruits. We demonstrate that the orchid is fully dependent on the pollinator to set fruits. Post-dispersal fruits are voluminous and remain attached to the plant for several years. By investigating the occupation patterns of arthropods, we show that post-dispersal fruits are</span><span> </span><span>highly suitable for occupants when compared to pre-dispersal and dispersing fruits. Only 13.3% of post-dispersal fruits were never occupied, 33.3% had organisms inside and </span><span>53.3</span><span>% showed</span><span> </span><span>signs of previous occupation. We propose that pollinators are allogenic engineers and plants autogenic, since they promote state changes through their actions and their</span><span> </span><span>own physical structure, respectively. Thus, pollination is a case of cooperative ecosystem engineering whereby the effects of the interaction between two or more species expand habitat suitability. Since most plants rely on pollination to set fruits, we suggest that pollination-mediated engineering constitutes a widespread phenomenon. This offers a new perspective about the effects of pollination in nature, highlighting the importance of pollinators and opening new avenues of investigation of ecosystem dynamics and biodiversity maintenance.</span></p>

opencc-zeroMay 2023View details →
zenodo36/100

A new method for the quantification of ambient particulate matter emission fluxes - Data

<p>An inversion method has been developed in order to quantify the emission fluxes of certain aerosol pollution sources<br> across a wide region in the Northern hemisphere, mainly in Europe and Western Asia. The data employed are the aerosol<br> contribution factors deducted by Positive Matrix Factorization (PMF) on a PM2.5 chemical composition dataset from 16<br> European and Asian cities for the period 2014 to 2016. The spatial resolution of the method corresponds to the geographic<br> grid cell size of the Lagrangian particle dispersion model 5 (FLEXPART 10.4 , 1 x 1 degree) which was utilized for the air mass backward simulations. The area covered is also related to the location of the 16 cities under study.</p>

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

Wide range of Brachyceran fly taxa attracted to synthetic and semi-synthetic generic noctuid lures and the description of new attractants for Sciomyzidae and Heleomyzidae families - RAW Data

<p>Wide range of Brachyceran fly taxa attracted to synthetic and semi-synthetic generic noctuid lures and the description of new attractants for Sciomyzidae and Heleomyzidae families - RAW Data&nbsp;</p>

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

Phylogenomic data exploration with increased sampling provides new insights into the higher-level relationships of butterflies and moths (Lepidoptera)

<p>Genomes, alignments and tree files of the study "Phylogenomic data exploration with increased sampling provides new insights into the higher-level relationships of butterflies and moths (Lepidoptera). Molecular Phylogenetics and Evolution, https://doi.org/10.1016/j.ympev.2024.108113".</p>

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

Evaluation Data for the Annotation of German and English New Testament Texts with Strong's Numbers

<p>This repository provides a gold standard for parallel Bible texts and offers annotation of 20 New Testament verses with Strong&#39;s numbers referring to Greek words.<br> <br> We considered three German texts (Luther 2017, Schlachter, and Hoffnung f&uuml;r alle) and two English texts (New Revised Standard Version and World English Bible),</p> <p>See <a href="https://github.com/jd-s/gold-standard-parallel-bible">https://github.com/jd-s/gold-standard-parallel-bible</a> for more information.</p>

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

Volume of Interest: Exploring New Data Types in Urban Functional Zones

<p>随着全球城镇化的发展,实现城市功能区的精细化识别已成为一项挑战。基于POI数据的传统方法不足以识别不同区域的功能特征。以往研究中基本单位设置不精确、POI重分类标准模糊、功能区定义模糊等局限性,成为获得准确识别结果的重大障碍。为了解决这些问题,本研究提出了一种将POI数据扩展到三维空间并生成VOI(感兴趣体积)数据的方法。以香港一个小区域为例,采用一系列指标量化功能特征,然后将识别结果与基于POI的方法进行比较。最终鉴定总体准确率和kappa系数分别达到85.67%和0.7619,表明基于VOI的方法与实际情况基本吻合。分析表明,VOI数据包含更丰富、更全面的城市空间信息,能够更好地反映城市内不同区域之间的联系和影响。本研究可为城市功能区深入研究提供参考案例。</p>

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

Volatile traps as a new supplementary method of light trap for assessing diversity and composition of Macroheterocera assemblages - RAW Data

<p>Volatile traps as a new supplementary method of light trap for assessing diversity and composition of Macroheterocera assemblages - RAW Data</p>

opencc-by-4.0Jul 2023View details →
dryad36/100

Data from: A phylogenetic analysis of Marcetia (Melastomataceae, Marcetieae) and three new sprawling species from Bahia, Brazil

<p>Binary images of leaves and anther connectives of <em>Marcetia</em> <em>alba</em>, <em>M. barbadensis</em>, <em>M. minima</em>, and <em>M. serratifolia</em>. These images were used to generate outlines for the shape analyses in Momocs.</p>

opencc-zeroJul 2023View details →
zenodo36/100

FIG. 8 in New data on the distribution of the genus Roeseliana Zeuner, 1941 (Orthoptera, Tettigoniidae, Tettigoniinae) in the southwestern Balkans, with description of R. epirotica n. sp.

FIG. 8. — Locality of Mazarakia, Epirus, Greece.

opencc-zeroJul 2023View details →
zenodo36/100

FIG. 5. — Roeseliana epirotica n in New data on the distribution of the genus Roeseliana Zeuner, 1941 (Orthoptera, Tettigoniidae, Tettigoniinae) in the southwestern Balkans, with description of R. epirotica n. sp.

FIG. 5. — Roeseliana epirotica n. sp. ♀,holotype,lateral view. Body length 24.5 mm.

opencc-zeroJul 2023View details →
zenodo36/100

FIG. 7. — Roeseliana epirotica n in New data on the distribution of the genus Roeseliana Zeuner, 1941 (Orthoptera, Tettigoniidae, Tettigoniinae) in the southwestern Balkans, with description of R. epirotica n. sp.

FIG. 7. — Roeseliana epirotica n. sp. ♀ in natura.

opencc-zeroJul 2023View details →
zenodo36/100

FIG. 6. — Roeseliana epirotica n in New data on the distribution of the genus Roeseliana Zeuner, 1941 (Orthoptera, Tettigoniidae, Tettigoniinae) in the southwestern Balkans, with description of R. epirotica n. sp.

FIG. 6. — Roeseliana epirotica n. sp. ♂, allotype, lateral view.Body length 19.5 mm.

opencc-zeroJul 2023View details →
dryad36/100

New insights into infrageneric relationships of Lonicera (Caprifoliaceae) as revealed by nuclear ribosomal DNA cistron data and plastid phylogenomics

<p>The discontinuous geographic distribution pattern of plants in the north temperate zone has been a focus of biogeographic research, especially concerning the mechanisms behind the formation of such a pattern and the spatial and temporal evolution of this intermittent distribution pattern. Hypotheses of boreotropical origin, land bridge migration, and out-of-Tibet have been proposed to explain the formation of the discontinuous distribution pattern. The distribution of <em>Lonicera</em> shows a typical Europe-Asia-North America discontinuous distribution, which makes for a good case study to investigate the above three hypotheses. In this study, we inferred the phylogeny based on plastid genomes and a nuclear data set with broad taxon sampling, covering 83 species representing two subgenera and four sections. Both nuclear and plastid phylogenetic analyses found section <em>Isika</em> polyphyletic, while sections <em>Nintooa</em>, <em>Isoxylosteum</em>, and <em>Coelxylosteum</em> were monophyletic in subgenus <em>Chamaecerasus</em>. Based on the nuclear and chloroplast phylogeny, we suggest transferring L. <em>maximowiczii</em> and L. <em>tangutica</em> into section <em>Nintooa</em>. Reconstruction of ancestral areas suggests that <em>Lonicera</em> originated in the Qinghai-Tibetan Plateau (QTP) and/or Asia, and subsequently dispersed to other regions. The aridification of the Asian interior may have facilitated the rapid radiation of <em>Lonicera</em> in the region. At the same time, the uplifts of the Tibetan Plateau appear to have triggered the spread and recent rapid diversification of the genus on the QTP and adjacent areas. Overall, our results deepen the understanding of the evolutionary diversification history of <em>Lonicera</em>.</p>

opencc-zeroAug 2023View details →

ScienceDex guides

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

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

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

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

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

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

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

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

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

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

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