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.
433
datasets available to search
ShareScore release 0.9.0
Dataset results
433 results for “readiness”
Low Poly the grantham tomb Game Ready
**Low Poly the grantham tomb Game Ready** * 2048x2048 Pixel **PNG** Texture. * **PBR**:BaseColor, Ambient Oclusion, Metalness, Roughness and Normalmap. * **Retopology and UV**:Blender. * **Texturing**:SubstancePainter. * **Source 3D Model Website**:[](http://)threedscans.com/lincoln/grantham-tomb Source: Objaverse 1.0 / Sketchfab
Low Poly St Hugh+LOD Game Ready
**LOD PREVIEW**:[](http://)sketchfab.com/3d-models/low-poly-st-hughlod-cadca119471b435fa1d0aa8c18beb8b0 **Low Poly St Hugh+LOD Game Ready** * 4096x4096 Pixel **PNG** Texture. * **PBR**:BaseColor, Ambient Oclusion, Metalness, Roughness and Normalmap. * **Texturing**:SubstancePainter. * **Source 3D Model Website**:[](http://)threedscans.com/lincoln/saint-hughs * **LOD Created with SIMPLYGON**:[](http://)www.simplygon.com Source: Objaverse 1.0 / Sketchfab
Game-Ready Katana
**Chop and slice through your foes with this game-ready katana!** [**Udemy Course**](https://www.udemy.com/course/learn-to-create-a-game-ready-katana-blender-and-substance/) on creating this katana I decided to rework my Katana from two weeks ago and it is not only looking better, but more optimized for games. Check my profile for the old one. Source: Objaverse 1.0 / Sketchfab
African Figurine (Game Ready / 2K PBR)
Support the Free 3D Model Library for only $1 per month: https://www.patreon.com/meerdigital Check out more cool 3D art from Meerschaum Digital: https://linktr.ee/meerdigital Enhance your projects with this premium model of a wooden sculpture. This model has a very lean polygon count at 3,554 quads, making it perfect for real-time applications or quick render times in ray tracing engines. The geometry comprising this model has been whittled down from a photoscanned model to the absolute bare minimum possible while still retaining most of its visual quality. Features: * 7,108 tris, 3,554 vertices * 2048px by 2048px textures for PBR workflows (Albedo/Color, Normal & Ambient Occlusion) * Non-overlapping UV Map * Real world scale "African Figurine" (https://skfb.ly/o7Et6) by Moshe Caine is licensed under Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/). Optimized model for real time applications. Source: Objaverse 1.0 / Sketchfab
Ancient Food Vessel (Game Ready / 2K PBR)
Support the Free 3D Model Library for only $1 per month: https://www.patreon.com/meerdigital Check out more cool 3D art from Meerschaum Digital: https://linktr.ee/meerdigital Enhance your projects with this premium model of an ancient food bowl. This model has a very lean polygon count at 2,532, making it perfect for real-time applications or quick render times in ray tracing engines. The geometry comprising this model has been whittled down to the absolute bare minimum possible while still retaining most of its visual quality. Features: * 2,532 tris, 1,264 vertices * 2048px by 2048px textures for PBR workflows (Albedo/Color, Normal, Roughness, Metalness & Ambient Occlusion) * Non-overlapping UV Map * Real world scale Gui Food Vessel, 10th Century BCE (https://skfb.ly/6SADx) by Minneapolis Institute of Art is dedicated to the Public Domain. Optimized model for real time applications. Source: Objaverse 1.0 / Sketchfab
Dataset about "An autonomous low‑cost studio to record production‑ready instructional videos"
<p>Dataset used in the article "An autonomous low‑cost studio to record production‑ready instructional videos".</p> <p>The dataset contains two excel files. One for the TAM model applied to the autonomous low-cost studio (called SAGA), and one with the student perceptions about the resulting videos.</p> <p>Much more information is available in the publication in the journal.</p>
ANR REaDY-SPOK-Phonological Representations
<p>The ERP study investigated whether speakers adapt their phonological representations following a social interaction. Researchers can find the materials used in the reading and social interaction tasks and the preprocessed data of reading and perceptual tasks. This research was supported by the French National Research Agency (ANR-19-CE28–0006).</p>
GODEEEP-hydro - Historical and projected power system ready hydropower data for the United States
<p>This dataset contains monthly and weekly hydropower generation and generation constraints (min, max, daily range) for over 1,400 hydropower plants in the conterminous United States. The dataset includes a historical period (1982-2019) and a future period (2020-2099) with 4 future warming scenarios.</p> <p>For more information please refer to Bracken et al. 2024, godeeep_hydro: Historical and projected power system ready hydropower data for the United States, in prep, or refer to the Github repository https://github.com/GODEEEP/tgw-hydro</p> <h3>Data description</h3> <p>The dataset contains 10 data files with the naming convention <code><scenario>_<monthly/weekly>.csv</code> where scenario can be either "historical", "rcp45cooler", "rcp45hotter", "rcp85cooler", or "rcp85hotter". "monthly" or "weekly" refers to the timestep of the data.</p> <ul> <li>datetime - The datetime stamp of the current timestep</li> <li>eia_id - An integer value with the EIA plant code that represents the facility</li> <li>plant - The name of the facility according to the EIA</li> <li>power_predicted_mwh - The total energy gnerated over the period in MWh, aka the energy target</li> <li>n_hours - The number of hours in the period, useful for converting between power and energy</li> <li>p_avg - Average power generation for the period</li> <li>p_max - Maximum allowable power generation for the period</li> <li>p_min - Minimum allowable power generation for the period</li> <li>ador - Average daily operational range for any given day in the period</li> <li>scenario - The name of the scenario, either "historical", "rcp45cooler", "rcp45hotter", "rcp85cooler", or "rcp85hotter"</li> </ul> <p>Also included is the metadata file <code>godeeep_hydro_plants.csv</code> which contains metadata for each hydropower plant that is included in the dataset. Each row in this file refers to one hydropower facility. This file has the following columns:</p> <ul> <li>eia_id - An integer value with the EIA plant code that represents the facility</li> <li>plant - The name of the facility according to the EIA</li> <li>mode - Either "Storage" or "RoR" indicating if the plant is primarily operated as a storage or ron-of-river facility</li> <li>state - Two letter U.S. state name</li> <li>lat - Latitude of the facility</li> <li>lon - Longitude of the facility</li> <li>nameplate_capacity - The total nameplate capacity of the facility according to the EIA</li> <li>nerc_region - Four letter code for the NERC region of the facility</li> <li>ba - Balacing authority of the facility</li> <li>max_param - Value of the a_{max} parameter used to derive p_max</li> <li>min_param - Value of the a_{min} parameter used to derive p_min</li> <li>ador_param - Value of the a_{ador} parameter used to derive ador</li> <li>huc2 - Two digit hydrologic unit code (HUC) which contains the facility</li> </ul> <h3>Funding</h3> <p>This research was supported by the Grid Operations, Decarbonization, Environmental and Energy Equity Platform (GODEEEP) Investment, under the Laboratory Directed Research and Development (LDRD) Program at Pacific Northwest National Laboratory (PNNL).</p> <p>PNNL is a multi-program national laboratory operated for the U.S. Department of Energy (DOE) by Battelle Memorial Institute under Contract No. DE-AC05-76RL01830.</p> <p>Corresponding author:</p> <p>Cameron Bracken, cameron.bracken@pnnl.gov</p> <p>v1.1.0 - Update file naming convention</p>
Adaptation of the Texas Christian University Organisational Readiness for Change Short Form (TCU-ORC-SF) for use in primary health facilities in South Africa
<p><b>Objectives: </b>The Texas Christian University Organisational Readiness for Change Scale (TCU-ORC) assesses factors influencing adoption of evidence-based practices. It has not been validated in low- and middle-income countries (LMIC). This study assessed its psychometric properties in a South African setting with the aim of adapting it into a shorter measure.</p> <p><b>Methods: </b>This study was conducted in 24 South African primary health care clinics in the Western Cape Province. The TCU-ORC and two other measures, the Organisational Readiness to Change Assessment (ORCA) and the Checklist for Assessing Readiness for Implementation (CARI) were administered. The questionnaire was re-administered after 2 weeks to obtain data on test-retest reliability. Three hundred and ninety-five surveys were completed: 281 participants completed the first survey, and 118 re-completed the assessments.</p> <p><b>Results: </b>We used exploratory factor analysis (EFA) to identify latent dimensions represented in the data. Cronbach's alpha for each subscale was assessed and we examined the extent to which the subscales and total scale scores for the first and retest surveys correlated. Convergent validity was assessed by the correlation coefficient between the TCU-ORC, ORCA and CARI total scale scores. EFA resulted in a three-factor solution.<b> </b>The three subscales proposed are Clinic Organisational Climate (8 items), Motivational Readiness for Change (13 items), and Individual Change Efficacy (5 items) (26 items total). Cronbach's alpha for each subscale was >.80. The overall shortened scale had a test-retest correlation of <i>r = </i>.80, <i>p </i>< 0.01, acceptable convergent validity with the ORCA scale (<i>r</i> = .56, <i>p </i>< .05), moderate convergence with the CARI (<i>r = </i>39, p<i><</i>.05) and strong correlation with the original scale (r = 0.79, p <i>< </i>.05).</p> <p><b>Conclusions: </b>This study presents the first psychometric data on the TCU-ORC from a LMIC. The proposed shortened tool may be more feasible for use in LMICs.</p>
Physiological and environmental data from: Are you ready for the heat? Plasticity vs adaptation of heat tolerance in three-spined stickleback
<p>Heat waves constitute a challenge for aquatic ectotherms. However, the thermal tolerance of animals and their individual phenotypic plasticity to respond to heat waves may be influenced by thermal history. We tested these hypotheses by comparing the upper thermal tolerance and the individual capacities of three-spined sticklebacks from populations with different thermal histories to respond to heat waves. Two populations originated from thermally polluted nuclear power plant (NPP) habitats, while four locations represented geographically adjacent control areas. To disentangle the genetic adaptation from the phenotypic plastic response, we measured the individual upper thermal tolerance and the responses at molecular level in common garden conditions before and after a laboratory-mimicked heat wave. We found that the sticklebacks exhibit considerable phenotypic plasticity in thermal tolerance since the heat wave increased fish upper thermal tolerance significantly. The individual plasticity to respond to the heat wave was also negatively correlated to initial thermal tolerance. On the other hand, neither the thermal tolerance nor the plastic responses differed between NPP and control sites despite detection of significant but low genome-wide divergence in 10 out of 15 pairwise comparisons. Our results suggest that five decades of nuclear power plant activity with warmer water has not resulted in a detectable evolutionary change in either the upper thermal tolerance or its plasticity in three-spined sticklebacks potentially rendering them sensitive to frequent heat waves.</p>
Pathogen reduction data when applying high pressure processing to milk/colostrum and ready-to-eat foods
<p><strong>Introduction</strong></p> <p>This dataset was built by members of the EFSA Working Group on high pressure processing (HPP) of food during the preparatory work on the BIOHAZ Scientific Opinion on the efficacy and safety of high pressure processing of food (EFSA-Q-2020-00380) (<a href="https://doi.org/10.2903/j.efsa.2022.7128">https://doi.org/10.2903/j.efsa.2022.7128</a>).</p> <p>It was used to answer to the following Terms of Reference (ToR) of the mandate:</p> <p>ToR2. To assess the efficacy of HPP when applied to raw milk and raw colostrum from ruminants, and in particular:</p> <p>a. To recommend minimum requirements as regards time and pressure of the HPP, and other factors if relevant, for the control of <em>Mycobacterium</em> spp., <em>Brucella</em> spp., <em>Listeria monocytogenes</em>, <em>Salmonella</em> spp. and Shiga toxin-producing <em>Escherichia coli</em> (STEC), to achieve an equivalent efficacy to that of thermal pasteurisation.</p> <p> </p> <p>ToR3. To assess the efficacy of HPP when applied to foods known to cause human listeriosis and in particular:</p> <p>a. To recommend minimum requirements as regards time and pressure of the HPP, and other factors if relevant, to reduce significantly <em>L. monocytogenes</em> levels (e.g. by a certain log reduction), and assuming that the parameters influencing the growth of <em>L. monocytogenes</em> remain unchanged (e.g. shelf-life and storage conditions);</p> <p>b. To assess the efficacy on other relevant pathogens when applying the minimum requirements identified in a.</p> <p>A literature search was conducted to retrieve studies reporting on pathogen-specific parameters when treating milk/colostrum and ready-to-eat foods with HPP. A modelling approach was used to fit the derived log<sub>10</sub> reductions (logR) at specific pressure-holding time combinations. More information can be found in the Scientific Opinion.</p> <p><strong>Description</strong></p> <p>Two MS-Excel files contain the extracted data.</p> <p>One file consists of the data used for answering ToR2 and contains data on HPP inactivation of <em>Mycobacterium bovis</em>, <em>L. monocytogenes</em>, <em>Salmonella</em> spp., STEC, <em>Campylobacter</em> spp., and <em>Staphylococcus aureus</em> in milk and colostrum from ruminants.</p> <p>The other file was used for answering ToR3 and contains data on HPP inactivation of <em>L. monocytogenes</em>, <em>Salmonella</em> spp. and <em>E. coli</em> in three types of RTE food categories: category “cooked meat products”, category “smoked and gravad fish” and category “soft or semi-soft and fresh cheese”.</p> <p>Both files contain metadata related to product characteristics (e.g. the food matrix and composition), contamination characteristics (e.g. pathogen/strain used for inoculation, inoculation level, medium used for enumeration), HPP treatment characteristics (e.g. target pressure, time), and outcome (e.g. log<sub>10</sub> reduction).</p>
NAPOLEON'S RIFLE, FRANCE 1807 (Game Ready)
NAPOLEON'S RIFLE, FRANCE 1807. Reproduction Denix. 4k PBR texture, low poly 10 916 tris. Source: Objaverse 1.0 / Sketchfab
Pickaxe Game-ready Model
Hello everyone This is a game-ready 3D model of a pickaxe 2048x2048 Textures, 599 polys You can download it freely! Source: Objaverse 1.0 / Sketchfab
You ready for this...The whole train with engine
I know you train buffs like that green engine on the front of that line of cars. I had to have that explainied to so many times while I took over 400 pics to do this. I guess it is being retired? Source: Objaverse 1.0 / Sketchfab
Portal in a Desert (Game Ready)
Portal in a desert in low poly style and simple colors optimized for games. You can replace portal image with your own! Also you can use all objects separately! **Objects list:** * Portal * 2 platforms * Bricks walls * 2 different fireplaces **Check my profile for more free models and please support me by hitting the 'like' button if you find them useful.** _https://www.artstation.com/lumbertvolt_ Source: Objaverse 1.0 / Sketchfab
Lee Enfield Rifle (Game-Ready)
Modelled for a commission. Client only hired me to model so I didn't spend as much time on the texturing process. Right under 10k tris on the low poly and over 1mil on the highpoly. Check out my artstation for more or message me on here for commission work! Source: Objaverse 1.0 / Sketchfab
Low Poly Bordeaux 2 Game Ready
**Low Poly Bordeaux 2 Game Ready** * 2048x2048 Pixel **PNG** Texture. * **PBR**:BaseColor, Ambient Oclusion, Metalness, Roughness and Normalmap. * **Retopology and UV**:Blender. * **Texturing**:SubstancePainter. * **Source 3D Model Website**:[](http://)threedscans.com/lincoln/bordeaux-alter-cast/ Source: Objaverse 1.0 / Sketchfab
(Stechkin pistol) APS | Free game ready asset
The Stechkin automatic pistol or APS (Avtomaticheskiy Pistolet Stechkina = Автоматический Пистолет Стечкина) is a Soviet selective fire machine pistol chambered in 9×18mm Makarov and 9×19mm Parabellum introduced into service in 1951 for use with artillery and mortar crews, tank crews and aircraft personnel, where a cumbersome assault rifle was deemed unnecessary. Seeing service in a number of wars such as the Vietnam War, War in Donbas and Syrian Civil War. The APS was praised for its innovative concept and good controllability for its size. However, the high cost of the weapon, complex and time-consuming machining, combined with a limited effective range, large size and weight for a pistol, and fragile buttstock have been mentioned as a reason to phase it out of active service in favour of assault rifles such as the AKS-74U. The pistol bears the name of its developer, Igor Stechkin. Source: Objaverse 1.0 / Sketchfab
Sago trunks ready for processing
<p>Sago logs ready for processing.</p> <p>Photo taken 13.04.2015 near main river in the village Bulu, Nafra circle, West Kameng, Arunachal Pradesh, India.</p>
Survey of library information science graduates' readiness to create an information system in the library (using open science as an example)
<p><strong>Survey "Readiness of library information science graduates to create an information system in the library (on the example of open science)"</strong></p> <p>The research is aimed at identifying the degree of readiness of future specialists in the field of library and information science to work in new and relevant areas of library activities related to the development of information infrastructure of open science.</p> <p>The survey consists of 4 thematic blocks and contains 21 questions.</p> <p>The survey was attended by 54 students from 10 Russian universities, studying in the direction of training 51.03.06 "Library and Information Science".</p> <p>The results of this survey will serve as a basis for the development of professional development programmes on various aspects of the functioning of open science for specialists in the field of library and information activity.</p> <p><strong>Опрос «Готовность выпускников направления библиотечная информационная наука к созданию системы информирования в библиотеке (на примере открытой науки)»</strong></p> <p>Исследование направленно на выявление степени готовности будущих специалистов в области библиотечно-информационной деятельности к работе в новых и актуальных направлениях деятельности библиотек, связанных с развитием информационной инфраструктуры открытой науки.</p> <p>Опрос состоит из 4-х тематических блоков и содержит 21 вопрос.</p> <p>В опросе приняли участие 54 студента из 10 российских вузов, обучающихся по направлению подготовки 51.03.06 «Библиотечно-информационная деятельность».</p> <p>Результаты данного опроса послужат основой разработки программ повышения квалификации по различным аспектам функционирования открытой науки для специалистов в области библиотечно-информационной деятельности.</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.