Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
351
datasets available to search
ShareScore release 0.9.0
Dataset results
351 results for “mimicker”
DU00-W-212 airfoil polars, mimicked DanAero inflow
<p>Averaged lift and drag coeffficients of a DU00-W-212 profile in turbulent inflow generated with an active grid at Reynolds numbers 500,000 and 900,000. The inflow pattern was mimicked from measurements a the blade with a 5-hole pressure probe performed in teh DanAero project.</p> <p>Data is obtained with a three-component load cell and via integration of 48 scanned pressure tabs along the chord.<br> Standard wind tunnel corrections according to Allen & Vincenti are applied.</p> <p>Data sets 203, 204, 210, 211: flow tripped on the surface at 1.5% chord on upper airfoil side, 10% chord on lower airfoil side<br> Data sets 203, 211, 225, 230: measured starting at positive angles of attack (AOA) to negative AOAs<br> Data sets 204, 210, 224, 239: measured starting at negative angles of attack (AOA) to positive AOAs</p> <p>The experiment was performed within in the EU-funded project AVATAR (www.eera-avatar.eu).</p>
Mimicking CA3 Temporal Dynamics Controls Limbic Ictogenesis
<p>This dataset includes the microelectrode array recordings from the paper Mimicking CA3 Temporal Dynamics Controls Limbic Ictogenesis.</p>
CTU-SME-11: a labeled dataset with real benign and malicious network traffic mimicking a small medium-size enterprise environment
<p>As technology advances, the number and complexity of cyber-attacks increase, forcing defense techniques to be updated and improved. To help develop effective tools for detecting security threats it is essential to have reliable and representative security datasets. Many existing security datasets have limitations that make them unsuitable for research, including lack of labels, unbalanced traffic, and outdated threats.</p> <p>CTU-SME-11 is a labeled network dataset designed to address the limitations of previous datasets. The dataset was captured in a real network that mimics a small-medium enterprise setting. Raw network traffic (packets) was captured from 11 devices using tcpdump for a duration of 7 days, from 20th to 26th of February, 2023 in Prague, Czech Republic. The devices were chosen based on the enterprise setting and consists of IoT, desktop and mobile devices, both bare metal and virtualized. The devices were infected with malware or exposed to Internet attacks, and factory reset to restore benign behavior. </p> <p>The raw data was processed to generate network flows (Zeek logs) which were analyzed and labeled. The dataset contains two types of levels, a high level label and a descriptive label, which were put by experts. The former can take three values, benign, malicious or background. The latter contains detailed information about the specific behavior observed in the network flows. The dataset contains 99 million labeled network flows. The overall compressed size of the dataset is 80GB and the uncompressed size is 170GB.</p>
Climate Change Across Seasons Experiment (CCASE) at the Hubbard Brook Experimental Forest: growth and enzyme activity traits of soil fungi isolated from CCASE in July 2017, grown under a common garden experiment in the laboratory that mimicked CCASE soil temperature treatments
Projections for the northeastern U.S. indicate that mean air temperatures will rise and snowfall will become less frequent, causing more frequent soil freezing. To test fungal responses to these combined chronic and extreme soil temperature changes, we conducted a laboratory-based common garden experiment with soil fungi that had been subjected to different combinations of growing season soil warming, winter soil freeze/thaw cycles, and ambient conditions for four years in the field. We found that fungi originating from field plots experiencing a combination of growing season warming and winter freeze/thaw cycles had inherently lower activity of acid phosphatase, but higher cellulase activity, that could not be reversed in the lab. In addition, fungi quickly adjusted their physiology to freeze/thaw cycles in the laboratory, reducing growth rate and potentially reducing their carbon use efficiency. Our findings suggest that less than four years of new soil temperature conditions in the field can lead to physiological shifts by some soil fungi, as well as irreversible loss or acquisition of extracellular enzyme activity traits by other fungi. These findings could explain field observations of shifting soil carbon and nutrient cycling under simulated climate change. These data were gathered as part of the Hubbard Brook Ecosystem Study (HBES). The HBES is a collaborative effort at the Hubbard Brook Experimental Forest, which is operated and maintained by the USDA Forest Service, Northern Research Station.
MAPWORMS - Mimicking Adaptation and Plasticity in WORMS
<p>This is a video representing the MAPWORMS project.</p>
Mimicking Natural Deterrent Strategies in Plants using Adhesive Spheres
<p>With a continuous increase in world population and food production, chemical pesticide use is growing accordingly, yet unsustainably. As chemical pesticides are harmful to the environment and pests develop resistance, sustainable and effective pesticide alternatives are needed. Inspired by nature, we mimic one defense strategy of plants, glandular trichomes, to shift away from using chemical pesticides by moving towards a physical immobilization strategy via adhesive particles. Through a controlled oxidation of a biobased starting material, triglyceride oils, an adhesive material is created while monitoring the reactive intermediates. After being milled into particles, nanoindentation shows these particles to be adhesive even at low contact forces. A suspension of particles is then sprayed onto chrysanthemum leaves and found to be highly effective at immobilizing a target pest, thrips, \textit{Frankliniella occidentalis}. Typical of small arthropod pests, thrips cause crop damage predominantly through virus transfer, which is prevented by their immobilization. We show that through this scalable fabrication process, biosourced materials can be used to create an effective, sustainable physical pesticide.</p>
Figure 2 in New state records of the firefly-mimicking cockroach Achroblatta luteola (Blanchard, 1843) (Blattodea: Blaberidae: Panchlorinae) in Mexico
Figure 2. Records of Achroblatta luteola for Mexico and neighboring areas. Red dot represents a doubtful record (Guanajuato). / Registros de Achroblatta luteola para México y áreas limÍtrofes. Punto rojo representa un registro dudoso (Guanajuato).
Figure 1. Achroblatta luteola from Veracruz, Mexico. A in New state records of the firefly-mimicking cockroach Achroblatta luteola (Blanchard, 1843) (Blattodea: Blaberidae: Panchlorinae) in Mexico
Figure 1. Achroblatta luteola from Veracruz, Mexico. A. Dorsal view of adult female. B. Ventral view of adult male. C. Antenna. D. Dorsal view of the pronotum. E. Supra-anal plate of male (pr = paraproctus, sap = supranal plate). F. Subgenital plate of male (app = apodeme, st = style, sgp = subgenital plate). G. Male genitalia (L1 = left sclerite one). Scale bars A, B=10 mm; C, D=2 mm; E-G=1 mm. / A. Vista dorsal de hembra adulta. B. Vista ventral de macho adulto. C. Antena. D Pronoto en vista dorsal. E. Lámina supra-anal masculina (pr = paraprocto, sap = lámina supra-anal). F. Lámina subgenital masculina (app = apodema, st = estilo, sgp = lámina subgenital). G. Genitales masculinos (L1 = esclerito izquierdo uno). Barras de escala A, B=10 mm; C, D=2 mm; E-G=1 mm.
Linked collectors and determiners for: New species of Mutillid Mimicking Enoclerus Gahan (Coleoptera: Cleridae: Clerinae) from Mexico and Central America.
Natural history specimen data linked to collectors and determiners held within, "New species of Mutillid Mimicking Enoclerus Gahan (Coleoptera: Cleridae: Clerinae) from Mexico and Central America". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/b00e90b8-95b1-4d04-96b0-7e1b2abd5bf8">https://bionomia.net/dataset/b00e90b8-95b1-4d04-96b0-7e1b2abd5bf8</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/b00e90b8-95b1-4d04-96b0-7e1b2abd5bf8">https://gbif.org/dataset/b00e90b8-95b1-4d04-96b0-7e1b2abd5bf8</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: New species of ant-mimicking jumping spiders of the genus Myrmarachne MacLeay, 1839 (Araneae: Salticidae) from north Queensland, Australia.
Natural history specimen data linked to collectors and determiners held within, "New species of ant-mimicking jumping spiders of the genus Myrmarachne MacLeay, 1839 (Araneae: Salticidae) from north Queensland, Australia". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/52192ca0-b613-4ff5-a942-13b0a0532a0a">https://bionomia.net/dataset/52192ca0-b613-4ff5-a942-13b0a0532a0a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/52192ca0-b613-4ff5-a942-13b0a0532a0a">https://gbif.org/dataset/52192ca0-b613-4ff5-a942-13b0a0532a0a</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: An update on the ant-mimicking genus Corinnomma Karsch, 1880 (Araneae, Corinnidae, Castianeirinae).
Natural history specimen data linked to collectors and determiners held within, "An update on the ant-mimicking genus Corinnomma Karsch, 1880 (Araneae, Corinnidae, Castianeirinae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/71c41e60-f4a5-45e3-966d-35b08d2229c9">https://bionomia.net/dataset/71c41e60-f4a5-45e3-966d-35b08d2229c9</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/71c41e60-f4a5-45e3-966d-35b08d2229c9">https://gbif.org/dataset/71c41e60-f4a5-45e3-966d-35b08d2229c9</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Two new species of the bee-mimicking genus Mallophora (Diptera, Asilidae) from Colombia.
Natural history specimen data linked to collectors and determiners held within, "Two new species of the bee-mimicking genus Mallophora (Diptera, Asilidae) from Colombia". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/f4b7e77a-07f1-4369-8c6a-73456c97a772">https://bionomia.net/dataset/f4b7e77a-07f1-4369-8c6a-73456c97a772</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f4b7e77a-07f1-4369-8c6a-73456c97a772">https://gbif.org/dataset/f4b7e77a-07f1-4369-8c6a-73456c97a772</a>. Formatted as a Frictionless Data package.
Figs 1–4 in Leptomorphus sevciki sp. nov., a remarkable new wasp-mimicking fungus gnat from Brunei (Diptera: Mycetophilidae)
Figs 1–4. Leptomorphus sevciki sp. nov.: 1 – male (Photo: J. Ševčík); 2 – female (Photo: J. Ševčík); 3 – male, habitus; 4 – female, habitus.
Figs 13–15. 13 in Leptomorphus sevciki sp. nov., a remarkable new wasp-mimicking fungus gnat from Brunei (Diptera: Mycetophilidae)
Figs 13–15. 13 – The larvae of Leptomorphus sevciki sp. nov. on the surface of an unidentified wood encrusting fungus growing on a log in a rainforest in Brunei. 14 – The pupae of L. sevciki sp. nov., on the underside of a log in a rainforest in Brunei. 15 – The fallen tree over a pathway with hanging pupae in Ulu Temburong National Park in Brunei. (Photos: J. Ševčík).
Figs 9–12 in Leptomorphus sevciki sp. nov., a remarkable new wasp-mimicking fungus gnat from Brunei (Diptera: Mycetophilidae)
Figs 9–12 – Leptomorphus sevciki sp. nov., male, terminalia: 9 – ventral part, internal view; 10 – ventral part, external view; 11 – dorsal part, internal view; 12 – dorsal part, external view. Abbreviations: cerc = cercus; ej ap = ejaculatory apodeme; epi = epiproct; gst = gonostylus; hyp = hypoproct; mvl st 9 = medioventral lobe of sternite 9; lvl st 9 = lateroventral lobe of sternite 9; par = paramere; par ap = parameral apodeme; st 9 = sternite 9; tg 9 = tergite 9.
Figs 5–8. 5–7 in Leptomorphus sevciki sp. nov., a remarkable new wasp-mimicking fungus gnat from Brunei (Diptera: Mycetophilidae)
Figs 5–8. 5–7 – Leptomorphus sevciki sp. nov., male: 5 – antennae; 6 – thorax, V-shape mark; 7 – wing; 8 – female, genitalia, lateral view.
Fig. 6 in Courtship and male-male interaction behaviour of Orsima ichneumon (Simon, 1901), an ant-mimicking jumper spider (Arachnida: Salticidae)
Fig. 6. Male (right) creeps toward female, tapping female's legs I with own legs I, male with extended legs I and extended palps (position 2).
Fig. 11. Male O in Courtship and male-male interaction behaviour of Orsima ichneumon (Simon, 1901), an ant-mimicking jumper spider (Arachnida: Salticidae)
Fig. 11. Male O. ichneumon with raised body and slightly flexed up abdomen (ca. 30°), palps in position 1.
Fig. 3 in Courtship and male-male interaction behaviour of Orsima ichneumon (Simon, 1901), an ant-mimicking jumper spider (Arachnida: Salticidae)
Fig. 3. Male Orsima ichneumon in resting position: (a) with legs I stretched out, abdomen lowered to substrate and palps slightly extended in position 2; (b) with hunched legs I, palps held in front of the cephalothorax.
Fig. 2 in Courtship and male-male interaction behaviour of Orsima ichneumon (Simon, 1901), an ant-mimicking jumper spider (Arachnida: Salticidae)
Fig. 2. (a) Typical forest edge habitat for Orsima ichneumon; (b) Orsima ichneumon are also found on Clerodendrum villosum, a roadside and forest-edge shrub covered in extra-floral nectaries.
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.