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.
242
datasets available to search
ShareScore release 0.9.0
Dataset results
242 results for “Beauty”
Fig. 1 in A social beauty: distribution, ecology and conservation of Iris oratoria in the Central Mediterranean Region (Insecta: Mantodea)
Fig. 1 – Presence records of Iris oratoria in the Central Mediterranean region, from the original records here presented (orange dots), collecting records from preserved specimens in museum collections and literature (red dots), from occasional records not related to confirmed populations (blue dots) and from citizen-science observations (green dots). Base map: OpenStreetMap.
The Beauty Survey
<p>This repository contains the data collected during and the code used to analyze the Beauty Survey. A pre-print of the associated paper including our analysis and findings can be found at <a href="https://arxiv.org/abs/2407.11981" target="_blank" rel="noopener">this link</a>.</p> <p>Zip files have been uploaded to this repository to stay within the file limit enforced by Zenodo. To use our code and data simply unzip these folders while mainting the current directory structure. </p> <p>While the code here is complete and stands on its own, any new features added can be found in the GitHub repository associated with this project (<a href="https://github.com/ellisalicante/theBeautySurvey_Analysis" target="_blank" rel="noopener">link</a>).</p> <p>AG and NO are supported by a nominal grant received at the ELLIS Unit Alicante Foundation from the Regional Government of Valencia in Spain (Convenio Singular signed with Generalitat Valenciana, Conselleria de Innovacion, Industria, Comercio y Turismo, Direccion General de Innovacion), along with grants from the European Union’s Horizon 2020 research and innovation programme - ELISE (grant agreement 951847) and ELIAS (grant agreement 101120237), and by grants from the Banc Sabadell Foundation and Intel corporation. BL is partially supported by the European Union’s Horizon Europe research and innovation program under grant agreement No. 101120237 (ELIAS) and by the PNRR project FAIR - Future AI Research (PE00000013), under the NRRP MUR program funded by the NextGenerationEU.</p>
Linked collectors and determiners for: Big and beautiful: the Megaxyela species (Hymenoptera, Xyelidae) of East Asia and North America.
Natural history specimen data linked to collectors and determiners held within, "Big and beautiful: the Megaxyela species (Hymenoptera, Xyelidae) of East Asia and North America". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/e6b25548-6721-4e1e-a68e-663c949b3306">https://bionomia.net/dataset/e6b25548-6721-4e1e-a68e-663c949b3306</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/e6b25548-6721-4e1e-a68e-663c949b3306">https://gbif.org/dataset/e6b25548-6721-4e1e-a68e-663c949b3306</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: ' Endless forms most beautiful': taxonomic revision of the planarian Geoplana vaginuloides (Darwin, 1844) and discovery of numerous congeners (Platyhelminthes: Tricladida).
Natural history specimen data linked to collectors and determiners held within, "' Endless forms most beautiful': taxonomic revision of the planarian Geoplana vaginuloides (Darwin, 1844) and discovery of numerous congeners (Platyhelminthes: Tricladida)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/9dd11965-9958-4665-aef8-d4b9d8d458f0">https://bionomia.net/dataset/9dd11965-9958-4665-aef8-d4b9d8d458f0</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/9dd11965-9958-4665-aef8-d4b9d8d458f0">https://gbif.org/dataset/9dd11965-9958-4665-aef8-d4b9d8d458f0</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Endangered beauties: micro-CT cranial osteology, molecular genetics and external morphology reveal three new species of chameleons in the Calumma boettgeri complex (Squamata: Chamaeleonidae).
Natural history specimen data linked to collectors and determiners held within, "Endangered beauties: micro-CT cranial osteology, molecular genetics and external morphology reveal three new species of chameleons in the Calumma boettgeri complex (Squamata: Chamaeleonidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/99b3b009-f006-4146-b335-cbfdc2fcd60b">https://bionomia.net/dataset/99b3b009-f006-4146-b335-cbfdc2fcd60b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/99b3b009-f006-4146-b335-cbfdc2fcd60b">https://gbif.org/dataset/99b3b009-f006-4146-b335-cbfdc2fcd60b</a>. Formatted as a Frictionless Data package.
Satellite swarm versus night sky beauty, by Torsten Hansen, Germany
<p>Third place in the 2021 IAU OAE Astrophotography Contest, category Light pollution.</p> <p>This image of Venus and the Pleiades also shows the tracks of the Starlink satellites. These satellites which are located at an altitude of approximately 550 kilometres, are part of an ever-growing constellation of satellites aimed to provide worldwide internet access. The reflective surfaces of the satellites, coupled with the fact that they are orbiting around the Earth, means that astronomical observations which require very long exposures capture “tracks” of the satellites in their images. Astronomical images used for scientific research are not usable because the measurements and data will contain these “tracks”. Because the number of satellites is expected to grow, it is likely that in the near future there will be no place on Earth where these satellites will not be visible crossing the sky. This is a new type of light pollution that seems to be an upcoming problem we will have to deal with, as these satellites might prevent optimal observation of the sky.</p> <p>Credit: Torsten Hansen/IAU OAE</p>
"The sound comes from a meadow in the Sierra Nevada Mountains in California. The meadow is at an elevation of 2400 meters near a mountain named Olancha Peak, which is 3700 meters in altitude. Ihave a group of friends with which Ibackpack (trek) into the mountains. Our goal was to spend some time in the mountains and hike to the top of Olancha Peak (…) By the time we reached the meadow, we were in a forest and there was still snow on the ground in some places. We took the trip in June of 2006. The Sierra Nevada Mountains are a large mountain range. Much of the range is protected by national parks or preserved areas we call 'wilderness areas' (…) Ihave been backpacking for nearly 40 years and Iwill hopefully continue with this challenging activity for 40 years more! Many of my friends are much younger than Iam and it gives me much satisfaction to be able to have as much or more stamina for this activity than they have! When we are on these trips, we hike up peaks, catch fish, drink some whiskey around campfires and enjoy our time in the beautiful solitude. My memories of this trip were of the steep, hot hike from the desert to the cool meadow; the overall beauty of the nature, the absolute solitude of our campsite near the meadow; the strenuous hike to the top of Olancha Peak; the camaraderie of my friends; and, of course the sound of the frogs in the meadow. The frog sounds were astounding to me and Iwould listen in awe of the creature's instinctual desire to reproduce and continue the existence of their kind. Surely there were different species in the meadow for some of the frog sounds were different than others. The sounds only occurred after the Sun went down for the evening. Istood next to the creek in the meadow and recorded the sounds using my digital camera." [Peter/plentz1960]16 in Collecting Sounds. Online Sharing of Field Recordings as Cultural Practice
"The sound comes from a meadow in the Sierra Nevada Mountains in California. The meadow is at an elevation of 2400 meters near a mountain named Olancha Peak, which is 3700 meters in altitude. Ihave a group of friends with which Ibackpack (trek) into the mountains. Our goal was to spend some time in the mountains and hike to the top of Olancha Peak (…) By the time we reached the meadow, we were in a forest and there was still snow on the ground in some places. We took the trip in June of 2006. The Sierra Nevada Mountains are a large mountain range. Much of the range is protected by national parks or preserved areas we call 'wilderness areas' (…) Ihave been backpacking for nearly 40 years and Iwill hopefully continue with this challenging activity for 40 years more! Many of my friends are much younger than Iam and it gives me much satisfaction to be able to have as much or more stamina for this activity than they have! When we are on these trips, we hike up peaks, catch fish, drink some whiskey around campfires and enjoy our time in the beautiful solitude. My memories of this trip were of the steep, hot hike from the desert to the cool meadow; the overall beauty of the nature, the absolute solitude of our campsite near the meadow; the strenuous hike to the top of Olancha Peak; the camaraderie of my friends; and, of course the sound of the frogs in the meadow. The frog sounds were astounding to me and Iwould listen in awe of the creature's instinctual desire to reproduce and continue the existence of their kind. Surely there were different species in the meadow for some of the frog sounds were different than others. The sounds only occurred after the Sun went down for the evening. Istood next to the creek in the meadow and recorded the sounds using my digital camera." [Peter/plentz1960]16
Famous Beauty Soap
Walker skincare product. This item was 3D scanned using a Creaform Go Scan 20. To learn more about this piece visit: http://www.thewalkertheatre.org/ For more information about the 3D Digitization Program at IUPUI visit: https://www.ulib.iupui.edu/digitalscholarship/3ddig Source: Objaverse 1.0 / Sketchfab
Beautiful Night in the Atacama Desert
<p>Honorable mention in the 2023 IAU OAE Astrophotography Contest, category Time-lapses of rotation of Big Dipper or Southern Cross: Beautiful Night in the Atacama Desert, by Uwe Reichert.</p> <p>Taken from San Pedro de Atacama, Chile, in June 2023, this time-lapse reveals the celestial ballet that unfolds as the Southern Cross takes its majestic journey across the sky, pointing the way to the South Celestial Pole around which the sky rotates, until it gracefully sets. The star-studded canvas showcases the grandeur of the Milky Way, adorned by the rotating Large and Small Magellanic Clouds swirling around the Southern Celestial Pole. The prominent constellations of Crux, Centaurus, Scorpius, and the former Argo Navis (Carina, Puppis, Vela) are also visible in this time-lapse that receives an honourable mention in the category of Time-lapses of rotation of Big Dipper or Southern Cross. The spectacle begins just after nightfall, capturing the radiant descent of Canopus, a beacon about to dip below the horizon. Throughout the sequence, there is a subtle presence of passing aeroplanes, fleeting headlights of cars, drifting clouds, and the ethereal airglow. At a stunning moment, a vivid meteor streaked across the sky, a breathtaking fireball briefly igniting the right lower corner around the 41st second mark. As the sequence progresses, the rising moon elegantly illuminates the landscape, casting its glow upon an ancient tree trunk resting on the dry, dusty grounds of the Salar de Atacama. This captivating journey through the night skies concludes before the break of dawn, offering a glimpse into the celestial marvels that are woven into the nocturnal tapestry of San Pedro de Atacama.</p> <p><strong>Credit</strong>: Uwe Reichert/IAU OAE (<a href="https://creativecommons.org/licenses/by/4.0/legalcode">CC BY 4.0</a>)</p>
Beauty Soap
Skincare product. This item was 3D scanned using a Creaform Go Scan 20. To learn more about this piece visit: http://www.thewalkertheatre.org/ For more information about the 3D Digitization Program at IUPUI visit: https://www.ulib.iupui.edu/digitalscholarship/3ddig Source: Objaverse 1.0 / Sketchfab
Bathing Beauty
British Museum, permanent collection<br> London, United Kingdom<br> Captured on 30 Mar 2015 from 11:31 to 11:34 GMT Source: Objaverse 1.0 / Sketchfab
Dataset of Emotional intelligence and mood in the beauty contest game
<p>This site provides access to the dataset in the article "Emotional Intelligence and Mood in the Beauty Contest Game: An Experimental Study." The study explores emotional intelligence and mood's impact on strategic decision-making within the Beauty Contest Game framework. Results offer compelling evidence of their influence on strategic guessing and reasoning depth. The dataset includes responses from 96 participants, assessing emotional intelligence, mood categories, and strategic decision details. This resource is crucial for understanding and validating study findings, shedding light on decision-making dynamics and implications for psychology, economics, and organizational behavior. The dataset's availability encourages further research on emotions in decision-making, serving as a foundation for exploring the interrelationship between emotional intelligence, mood, and strategic behavior.</p>
Integrative processing in artificial and biological vision predicts the perceived beauty of natural images
<p><em>Data, code, and materials for Nara & Kaiser (2023). </em></p> <p><em>Preprint: </em><a href="https://www.biorxiv.org/content/10.1101/2023.05.05.539579v1">https://www.biorxiv.org/content/10.1101/2023.05.05.539579v1</a></p> <p>Paper: <a href="https://doi.org/10.1126/sciadv.adi9294">https://doi.org/10.1126/sciadv.adi9294</a></p> <p>In this version (v2) of the repository, we:</p> <ul> <li>fixed an error in the fMRI data, where only the data from one participant, instead of all participants was uploaded previously - now all data are available,</li> <li>added brain masks (extracted by SPM) for each participant, and</li> <li>added realignment parameter text files (created by SPM) to the functional data for each participant.</li> </ul>
Beauty is in the eye of the beholder: mate choice in glow-worms depends on perceived, not emitted signals
While the strength of sexual signals is important in mate attraction, the ability to accurately compare signals may also have a major effect on mate choice. Large distances between competitors may reduce competition, as accurate comparison of signals becomes harder. This may be advantageous to weak signallers and detrimental to stronger signallers. We create a mathematical model examining optimal distance from stronger competitors for sexual signallers and test its predictions using the common glow-worm (Lampyris noctiluca). Female glow-worms are flightless and attract males by glowing. Males prefer the brightest female if two females are close to each other. Our model gave different predictions depending on whether searchers fly or not. The model and experiment showed that weak signallers should move away from competitors and strong signallers should move closet to weaker competitors when searchers fly. In contrast, the model predicted that the distance between competing signallers has no effect when searchers do not fly. This reveals an unexpected spatial competition between strong and weak signallers. We conclude that while signal strength is important in sexual selection, location in relation to others is similarly important as ornamentation in determining the result of mate attraction.
Beautiful Plate Heritage
Beautiful Plate Scanned by Thunk3D Handheld Scanner fisher Contact me for more information. Whatsapp/phone/wechat: +86 18518781107 Email:daicy@thunk3d.com Facebook:www.facebook.com/qinqin.li.77 Linkedin: https://www.linkedin.com/in/daicy-li-399b82119/ Titter: https://twitter.com/DaicyLi Source: Objaverse 1.0 / Sketchfab
Sleeping Beauty Castle Model
Original Disneyland model currently on display at Disney Hollywood Studios. Source: Objaverse 1.0 / Sketchfab
The Beauty of Palmyra (200-250 AD)
**"The Beauty of Palmyra"** Read my Art Spotlight on the Model here!: sketchfab.com/blogs/community/art-spotlight-the-beauty-of-palmyra/ (AD 200-250) Ny Carlsberg Glyptotek, Copenhagen Material: White Limestone DIM: H 57; W 39; D 20 (cm) **3D Scan done in Meshroom with 135 photos using a LG v20 phone, and then cleaned in Blender.** Color reconstruction by Glyptoteket  *The portrait"The Beauty of Palmyra" was acquired in 1929 from an excavation in Palmyra, by Danish archaeologist Harald Ingholt. Her real name is unknown, but the beauty and wealth of detail in the face, jewellery and costume are striking.* *Visible on her cheeks, hair, jewellery and clothes are traces of colours. There is no doubt that The Beauty of Palmyra was once painted.* *The Portrait of The Beauty of Palmyra was used to seal her tomb. There was often an inscription on the tomb portrait saying who the deceased was, but the inscription on The Beauty's tomb has been lost.* -Info courtesy of Glyptoteket- Source: Objaverse 1.0 / Sketchfab
Figure 1 in The fruit beauty moth, Lycia pomonaria (Hübner, 1790) (Lepidoptera: Geometridae) a new member of the moth fauna of Croatia
Figure 1. The locality of finding of Lycia pomonaria in Croatia (red circle).
Figure 2 in The fruit beauty moth, Lycia pomonaria (Hübner, 1790) (Lepidoptera: Geometridae) a new member of the moth fauna of Croatia
Figure 2. Male specimen of Lycia pomonaria from Ţutica forest, Croatia.
Beauty or function? The opposing effects of natural and sexual selection on cuticular hydrocarbons in male black field crickets
<p>Although many theoretical models of male sexual trait evolution assume that sexual selection is countered by natural selection, direct empirical tests of this assumption are relatively uncommon. Cuticular hydrocarbons (CHCs) are known to play an important role in restricting evaporative water loss but also in sexual signalling in most terrestrial arthropods. Insects adjusting their CHC layer for optimal desiccation resistance is often thought to come at the expense of successful sexual attraction suggesting that natural and sexual selection are in opposition for this trait. In this study, we sampled the CHCs of male black field crickets (<em>Teleogryllus</em> <em>commodus</em>) using solid-phase microextraction and then either measured their evaporative water loss or mating success. We then used multivariate selection analysis to quantify the strength and form of natural and sexual selection targeting male CHCs. Both natural and sexual selection imposed significant linear and stabilizing selection on male CHCs, although for very different combinations. Natural selection largely favoured an increase in the total abundance of CHCs, especially those with a longer chain length. In contrast, mating success peaked at a lower total abundance of CHCs and declined as CHC abundance increased. However, mating success did improve with an increase in a number of specific CHC components that also increased evaporative water loss. Importantly, this resulted in the combination of male CHCs favoured by natural selection and sexual selection being strongly opposing. Our findings suggest that the balance between natural and sexual selection is likely to play an important role in the evolution of male CHCs in <em>T. commodus</em> and may help explain why CHCs are so divergent across populations and species.</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.