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FIGURE 2 in Findings of Daphnia (Ctenodaphnia) Dybowski et Grochowski (Branchiopoda: Cladocera) in Cenozoic volcanogenic lakes in Germany, with discussion of their indicator value
FIGURE 2. Fossils from Rott in the collection of SIUB. 1 - ephippium, syntype of Daphnia fossilis von Heyden, 1862, fragment A557. 2 - presumable adult female, A 648bB. 3-4 - clusters of ephippia attached to small sticks, A654 and A644a. 5-8 - general view of ephippia, A644a, A647 (two), A654b. All scales equal 1 mm. Abbreviations: ap - anterior projection; el - egg loculus.
Dataset: Stimulus selection drives value-modulated somatosensory processing in superior colliculus
<p>Pluta Lab</p> <p>.mat data files used in the following paper</p> <p>Stimulus selection drives value-modulated somatosensory processing in superior colliculus </p> <p>Details can be found in readme.txt</p>
Fig. 1. Example pollinator contribution value for 3 in Importance of insect pollinators for Florida agriculture: a systematic review of the literature
Fig. 1. Example pollinator contribution value for 3 hypothetical crops including banana (no value), tomatoes (moderate value), and watermelons (high value).
Crafting a Unique and Competitive Value Proposition_Video 1
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Crafting a Unique and Competitive Value Proposition_Video 3
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Crafting a Unique and Competitive Value Proposition_Video 2
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Resources for "BMF CP 94: Temperature and rainfall as predictors of embeddedness and hierarchy cultural values"
<p><span>The current study is conducted to examine the following research questions:</span><span><span><span> </span></span></span></p> <ul> <li><span>How are the temperature and rainfall associated with the countries’ cultural values of embeddedness and hierarchy cultural values?</span></li> </ul>
Resources for "BMF CP 95: Temperature and population density as predictors of embeddedness and hierarchy cultural values "
<p><span>The current study is conducted to examine the following research questions:</span></p> <ul> <li><span>How are the temperature and population density associated with the countries’ cultural values of embeddedness and hierarchy cultural values?</span></li> </ul>
Clinically relevant or statistically significant: effects, p-values and confidence intervals
<p><span>When evaluating and interpreting medical studies, a distinction must be made as to whether the result is clinically relevant and/or statistically significant. For this decision, it is best to calculate effects, p-values and confidence intervals. A decision can be made depending on the effects and the p-values or confidence intervals (e.g. 95% CI). </span></p> <p><span>The diagram illustrates the different scenarios of a clinically relevant and/or statistically significant result. </span></p>
Design values of the detectors developed in the project PrimA-LTD
<p>Design values and expected energy resolution at <em>T</em> = 20 mK of all detectors developed for PrimA-LTD. The detectors are designed to have a signal rise time of 1 μs and a signal decay time of 1 ms. A SQUID white noise level of 0.15 μPhi0 ∕√Hz and SQUID 1/f noise level at 1 Hz of 3 μPhi0 ∕√Hz is assumed.</p>
Knowledge-inspired fusion strategies for the inference of PM2.5 values with a Neural Network - CAMS data for experiments
<p>Contains data generated by the CAMS model (during a global reanalysis), used to train and evaluate the models presented article "Knowledge-inspired fusion strategies for the inference of PM2.5 values with a Neural Network" - DOI of this article will be provided as soon as it is available.</p> <p>This data can be downloaded from the Copernicus Atmospheric Data Store (https://ads.atmosphere.copernicus.eu/#!/home), and is also hosted by the ICARE Data and Services Center (https://www.icare.univ-lille.fr/).</p> <p>This dataset only contains the specific data collection used for the experiments presented in aforementioned article. It is only a portion of the data available from these two websites.</p>
Linked collectors and determiners for: A review of the taxonomy and osteology of the Rhombophryne serratopalpebrosa species group (Anura: Microhylidae) from Madagascar, with comments on the value of volume rendering of micro-CT data to taxonomists.
Natural history specimen data linked to collectors and determiners held within, "A review of the taxonomy and osteology of the Rhombophryne serratopalpebrosa species group (Anura: Microhylidae) from Madagascar, with comments on the value of volume rendering of micro-CT data to taxonomists". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/c96e6bc4-729c-469c-9f1e-1f301d83357d">https://bionomia.net/dataset/c96e6bc4-729c-469c-9f1e-1f301d83357d</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/c96e6bc4-729c-469c-9f1e-1f301d83357d">https://gbif.org/dataset/c96e6bc4-729c-469c-9f1e-1f301d83357d</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Tasmanian Natural Values Atlas.
Natural history specimen data linked to collectors and determiners held within, "Tasmanian Natural Values Atlas". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/2985efd1-45b1-46de-b6db-0465d2834a5a">https://bionomia.net/dataset/2985efd1-45b1-46de-b6db-0465d2834a5a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/2985efd1-45b1-46de-b6db-0465d2834a5a">https://gbif.org/dataset/2985efd1-45b1-46de-b6db-0465d2834a5a</a>. Formatted as a Frictionless Data package.
Regression Model to Predict the Higher Heating Value of Poultry Waste from Proximate Analysis.
<p>The response variable is High Heating Values (HHV), while the independent variables are Fixed Carbon (FC), Volatile Matter (VM), and Ash (A). </p>
Pairwise FST values for Aedes aegypti populations in Florida and southern California
<p>In the affiliated paper we compare likely the oldest populations of <i>Aedes aegypti</i> in continental North America with some of the newest to illuminate the range of genetic diversity and structure that can be found within the invasive range of this important disease vector. <i>Aedes aegypti</i> populations in Florida have likely persisted since the 1600-1700s, while populations in southern California derive from new invasions that occurred in the last ten years. For this comparison, we genotyped 1,193 individuals from 29 sites at 12 highly variable microsatellites and a subset of these individuals at 23,961 single nucleotide polymorphisms (SNPs). This dataset contains the pairwise FST values generated with both genetic datasets.</p>
Text-fig. 9. Mean individual differences in non-metric and metric variables of M1 from respective mean values of extant A. flavicollis, A. sylvaticus and A. uralensis in the Recent samples (left) and fossils of particular Pleistocene biozones (right), superimposed to variation ranges and centroids of the former ones. in Genus Apodemus In The Pleistocene Of Central Europe: When Did The Extant Taxa Appear?
Text-fig. 9. Mean individual differences in non-metric and metric variables of M1 from respective mean values of extant A. flavicollis, A. sylvaticus and A. uralensis in the Recent samples (left) and fossils of particular Pleistocene biozones (right), superimposed to variation ranges and centroids of the former ones.
Text-fig. 3. Scatter diagram of mean L/W values of selected Spermophilinus upper first molars (M1 and M2) from Switzerland and south Germany. The crosses correspond to the minimum and maximum values of the length and width. The intersection gives the value of the mean. Comparative data are after Ziegler and Fahlbusch (1986), Bolliger (1992), Kälin (1993), Ziegler (1995, 2005), Kälin and Engesser (2001), Prieto (2007), Prieto et al. (2009, 2017), Seehuber (2009). Blue: localities younger than ~14 Ma (S. bredai); Green: localities ranging from ~14 Ma to ~15Ma (S. bredai); Red: localities ranging from ~15 Ma to ~16 Ma (S. besana); Yellow: older localities (most S. besana). in Dental Anomaly In A Middle Miocene Fossil Of The Genus Spermophilinus (Rodentia, Sciuridae) From Southern Germany
Text-fig. 3. Scatter diagram of mean L/W values of selected Spermophilinus upper first molars (M1 and M2) from Switzerland and south Germany. The crosses correspond to the minimum and maximum values of the length and width. The intersection gives the value of the mean. Comparative data are after Ziegler and Fahlbusch (1986), Bolliger (1992), Kälin (1993), Ziegler (1995, 2005), Kälin and Engesser (2001), Prieto (2007), Prieto et al. (2009, 2017), Seehuber (2009). Blue: localities younger than ~14 Ma (S. bredai); Green: localities ranging from ~14 Ma to ~15Ma (S. bredai); Red: localities ranging from ~15 Ma to ~16 Ma (S. besana); Yellow: older localities (most S. besana).
Global dataset of Sentinel-1 azimuth shift values and derived horizontal displacements from COMET LiCSAR system
<p>For this dataset, we were exploiting spatio-temporal behaviour of side-products of coregistration of Sentinel-1 radar images, that were generated in last couple of years, within the COMET LiCSAR system for computing interferograms. These side-products are sub-pixel (azimuth) offsets, allowing for a very precise match of the images (up to a 0.0005 pixels). We have shown that by a proper approach, these offsets can be used as measurements of large-scale horizontal motion - in our case, using 250x250 km resolution cells, we aimed to measure motion of tectonic plates. Our measurements are fitting well to the latest ITRF2014 plate motion model, although the E component contains an extra overall shift, not explained at the moment of sharing the outputs.</p> <p>The sub-pixel offsets (result of intensity cross correlation and spectral diversity estimation, w.r.t. precise orbit ephemerides) were corrected for solid Earth tides and ionospheric phase advance, using external models. The code shared within the dataset includes the correction functions. The data contains both original and corrected values. Also, the data contains ITRF2014 plate motion values.</p> <p>The dataset contains outputs from both COMET LiCSAR frame units and their decomposition into N, E motion vectors, as well as some metadata on the frames that are necessary for the reprocessing if needed.</p>
Figure 11. Maximum likelihood phylogram. Bootstrap values greater than 50 in Evolution of cave living in Hawaiian Schrankia (Lepidoptera: Noctuidae) with description of a remarkable new cave species
Figure 11. Maximum likelihood phylogram. Bootstrap values greater than 50% are illustrated on tree as first value; Bayesian posterior probabilities are the second value. Values <50 are not labelled. Colours represent islands (black is Hawaii Island; red is Maui, blue is Oahu; green is Kauai). Asterisks denote flightless individuals. Black circles represent dark-zone morph Schrankia howarthi; grey circles represent twilight-zone individuals. Locality information for individual moths may be found in the Appendix.
A Global Social Network Values Dataset
<p>Online social networks enable individuals to present a version of themselves to their immediate social circle and beyond. Those presentations express cultural factors such as an individual's gender, location, political, philosophical, and religious values. However, obtaining such data is often challenging on the aggregate level as it typically involves negotiations with private entities and ownership restrictions. This study presents a dataset of 244,629,979 user accounts from the platform Vkontakte, an online social network collected in June of 2020. Vkontakte is a social media platform similar to Facebook that allows individuals to connect with other users, communicate with them through public and private messages, and create public personas. This dataset can perform cross-national and cross-cultural analyses of online values from a large portion of the world.</p>
ScienceDex guides
Understand access before you commit
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.