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8,537
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8,537 results for “Openness”
Data and code for: "An open-source GIS approach to understanding dunefield morphologic variability at Kati Thanda (Lake Eyre), central Australia"
<p>Data and reproducabel code</p>
Study 1 Open Ended
<p>The general sentiments of employees (n=656) who worked remotely from April 2021 to November 2022.</p>
FIGURE 2. Rohdea chloroxantha. A. Habit. B. Inflorescence. C. Mature flower. D. Freshly opened flower. E in Rohdea chloroxantha (Asparagaceae), a new species from Southern Shaanxi, China
FIGURE 2. Rohdea chloroxantha. A. Habit. B. Inflorescence. C. Mature flower. D. Freshly opened flower. E. Outer bract (left) and inner bract (right). F. Flower with perianth lobe removed. G. Flower in longitudinal section. H. Perianth tube in transverse section, bottom view. I. Flower with perianth lobe and stamens removed. J. Flower in vertical view and show the base of filaments. K. Flower in lateral view. L. Partial perianths with stamen removed from near base, ventral view.
Open Science in Public Health in Africa: An Exploratory Investigation of the Barriers and Solutions Dataset
<p>Dataset for submitted publication</p>
Effects of submerged flexible vegetation on scalar transport in an open-channel flow
<p>The data were used in the paper "Effects of submerged flexible vegetation on scalar transport in an open-channel flow" which was submitted to "Water Resources Research".In this paper, a 3D numerical model simulating scalar transfer in water flow with flexible submerged vegetation is established. The effects of vegetation on enhancing the scalar transfer and the selection of turbulent Schmidt number are investigated by numerical simulations.</p>
Hamouda GRL Open Research
<p>DATA STATEMENT FOR GRL ARTICLE: On Convection Precipitation during Vb-events in present and Warmer Climate.</p> <p>*run_CPS_spate_dkrz_SPATEsetup.sh: is the namelist to downscale ERA-Interim to convective scale (CPS) using COSMO-CLM<br> *run_int2lm_SPATE_CPS: is the namelist to prepare input data for CPS downscaling using COSMO-CLM<br> *run_int2lm_CMIP6.sh: is the namelist to prepare input data for downscaling with convection parameterization using COSMO-CLM<br> *f1 and f2 are from Poujol et al. 2019 to detect convection.<br> *clusterfx.py is a python function to cluster GPH data using k-means.<br> * Vb-tracks are provided in the text files for ERAI and CMIP6 historical and SSP585.<br> </p>
open data
<p>Chinese sentiment analysis data set</p>
Chiral-Induced Spin Selectivity in Photo-Induced Electron Transfer: investigating charge and spin dynamics in a master equation framework. Open data set
<p>Data supporting the original figures 2, 3, 4 and 5 of the related publication.</p>
Universal Qudit Gate Synthesis for Transmons. Open data set
<p>Data supporting the original figures 2, 5, 7, 8, 9, 10, 11 and 12 of the related publication.</p>
FIGURE 4. Truongsonia lecongkietii. Flowers and fruit. A. Rachilla with floral triads and open staminate flowers. B. Open staminate flower. C, D in Truongsonia (Arecaceae: Arecoideae: Truongsonieae)-a new palm genus and tribe from Vietnam
FIGURE 4. Truongsonia lecongkietii. Flowers and fruit. A. Rachilla with floral triads and open staminate flowers. B. Open staminate flower. C, D. Fruit whole and in section (ruler with mm scale). Photos: N.S. Lý.
FIGURE 5. Truongsonia lecongkietii. A. Rachilla. B. Floral triad with one open staminate flower. C. Floral triad, one staminate flower removed. D. Staminate flower bud. E in Truongsonia (Arecaceae: Arecoideae: Truongsonieae)-a new palm genus and tribe from Vietnam
FIGURE 5. Truongsonia lecongkietii. A. Rachilla. B. Floral triad with one open staminate flower. C. Floral triad, one staminate flower removed. D. Staminate flower bud. E. Open staminate flower bud in longitudinal section. F. Staminate petal. G. Staminate sepal. H. Androecium. I, J. Staminate flower in two views. K. Pistillate flower bud. L. Pistillate petal. M. Pistillate sepal. N. Gynoecium in two views. O. Ovary in transverse section, showing 3 locules, each with 1 ovule. P, Q. Fruit whole and in longitudinal section, showing lateral embryo. R. Detail of basal stigmatic remains on fruit. S. Seed. Scale bar: A, P, Q, S = 7 mm; B, C, I, J = 1.6 mm; D–H, K–O = 1.25 mm, R = 2.5 mm. All from Ngọc-Sâm Lý, Lý-1521 (NY). Drawn by Lucy T. Smith.
Empirical Exploration of Open-Source Issues for Predicting Privacy Compliance
<p>The dataset for the above publication RQ1</p>
Open-Source System for Real Time Functional Assessment of In-Vitro Filtration Barriers
<p>Microphysiological systems that incorporate synthetic or natural membranes with human cells mimic the human kidney, and they can readily be used to study key cell biological processes as well as drug effects and interactions. We present an affordable, open-source platform for the real-time monitoring of functional filtration status in engineered microphysiological systems. Using readily available components, our assay can linearly detect concentrations of two target molecules, FITC-labeled inulin and Texas Red-labeled human serum albumin, within clinically relevant ranges, and can be easily modified to integrate with different target molecules of different sizes and tags. We show that the platform enables real-time tracking of size-dependent diffusion with minimal fluid volume loss and without manual extraction of media, making it suitable for continuous operational monitoring of filtration status of microphysiological systems. The platform’s affordability and integrability with microphysiological systems make it ideal for many precision medicine applications, including evaluation of drug nephrotoxicity assessment and other forms of drug discovery applications.</p>
FIGURE 7 in Endophytic fungi associated with Coriaria nepalensis in an abandoned open-pit phosphate mine in Yunnan, P.R. China
FIGURE 7. Phylogram generated from Maximum Likelihood analysis based on a combined LSU, ITS, rpb2 and tub2 sequence datasets. The 71 strains are included in the combined gene analysis 2414 total character including gaps (LSU: 1–970 bp, ITS: 971–1476 bp, rpb2: 1477–2076 bp, tub2: 2077–2414 bp). Tree topology of the ML analysis was similar to the BI. The matrix had distinct alignment patterns, with the final ML optimization likelihood value of -10985.830126 (ln). All free model parameters were estimated by RAxML model, with 591 distinct alignment patterns and 9.91% of undetermined characters or gaps. Estimated base frequencies were as follows: A = 0.239938, C = 0.243524, G = 0.275052, T = 0.241487, with substitution rates AC = 1.455735, AG = 5.319539, AT = 1.539293, CG = 1.013949, CT = 11.131040, GT = 1.000000. The gamma distribution shape parameter alpha = 0.665812 and the Tree-Length = 0.755110. The final average standard deviation of split frequencies at the end of total MCMC generations was calculated as 0.009112 in BI analysis. The species introduced in this study are indicated in red, and the type strains are indicated in bold. Bootstrap values greater than 60% (ML, Left) and Bayesian posterior probabilities (BI, right) greater than 0.95 are given at the nodes. Hypens (-) represent values less than 60% in ML/0.95 in BI.
FIGURE 1 in Endophytic fungi associated with Coriaria nepalensis in an abandoned open-pit phosphate mine in Yunnan, P.R. China
FIGURE 1. Phylogram generated from Maximum Likelihood analysis based on a combined LSU, ITS, tef1-α and tub2 sequence datasets. The 22 strains are included in the combined gene analysis 2460 total character including gaps (LSU: 1–892 bp, ITS: 893–1580 bp, tef1-α: 1581–2065 bp, tub2: 2066–2598 bp). Tree topology of the ML analysis was similar to the BI. The matrix had distinct alignment patterns, with the final ML optimization likelihood value of -11028.098478 (ln). All free model parameters were estimated by RAxML model, with 982 distinct alignment patterns and 24.33% of undetermined characters or gaps. Estimated base frequencies were as follows: A = 0.236385, C =0.275681, G = 0.277948, T = 0.209986, with substitution rates AC = 1.657800, AG = 2.641351, AT = 1.759057, CG = 1.214763, CT = 5.269496, GT = 1.000000. The gamma distribution shape parameter alpha = 0.662280 and the Tree-Length = 1.116951. The final average standard deviation of split frequencies at the end of total MCMC generations was calculated as 0.008871 in BI analysis. The species introduced in this study are indicated in red, and the type strains are indicated in bold. Bootstrap values greater than 60% (ML, Left) and Bayesian posterior probabilities (BI, right) greater than 0.95 are given at the nodes. Hypens (-) represent values less than 60% in ML/0.95 in BI.
FIGURE 4 in Endophytic fungi associated with Coriaria nepalensis in an abandoned open-pit phosphate mine in Yunnan, P.R. China
FIGURE 4. Coniella quercicola (HKAS 129063). (a,e) Obverse and reverse of colonies on PDA; (b–d) Close up of the conidiomata on PDA; (f) Conidiomata; (g) Section of conidiomata; (h) Conidiophores bearing conidiogenous cells and conidia stained by congo red reagent; (i, j) Conidia.
FIGURE 6 in Endophytic fungi associated with Coriaria nepalensis in an abandoned open-pit phosphate mine in Yunnan, P.R. China
FIGURE 6. Chaetomium cochliodes (HKAS 129064). (a,e) Obverse and reverse of colonies on PDA; (b–d) Close up of the fruiting bodies on PDA; (f,g) Ascomata; (h) Asci; (i) Asci stained by the congo red reagents; (j, k) Setae; (l) Immature ascospores stained by congo red reagent; (m, n) Ascospores.
FIGURE 2 in Endophytic fungi associated with Coriaria nepalensis in an abandoned open-pit phosphate mine in Yunnan, P.R. China
FIGURE 2. Chrysofolia kunmingensis (HKAS 129065, holotype). (a,b) Obverse and reverse of colonies on PDA; (c,d) Close up of the fruiting bodies on PDA; (e) Mycelium; (f) Conidiomata; (g–j) Conidiogenous cells bearing conidia which stained by congo red reagent; (k) Conidia stained by congo red reagent.
Publications and filtering decisions for the systematic literature review in "Towards a Common Definition of Open Data Intermediaries"
<p>This file contains the list of publications and filtering decisions of the systematic literature review conducted for the article "Towards a common definition of open data intermediaries" published in the Digital Government: Research and Practice (DGOV) journal (https://doi.org/10.1145/3585537). The literature search was done on 1 June 2022 and there was no start date set (i.e. all relevant literature up to 1 June 2022 was included).</p> <p>There are 4 documents in this folder (apart from README text describing the data in each document):</p> <ol> <li>Stage-0 Search results</li> <li>Stage-1 Remove redundant</li> <li>Stage-2 Remove irrelevant</li> <li>Stage-3 Final filtering</li> </ol> <p>The authors acknowledge the financial support from the European Union’s Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement No. 955569, "Towards a sustainable Open Data ECOsystem" (ODECO).</p>
Dynamic Phosphorus: Thiolate Exchange Cascades with Higher Phosphorothioates: Open data
<p>Original data underlying the publication entitled "Dynamic Phosphorus: Thiolate Exchange Cascades with Higher Phosphorothioates".</p><ol><li>Synthetic procedures and spectroscopic data of O[666], S[111], and S[666]</li><li>Dynamic exchange in organic solvent. Procedures and NMR data</li><li>DLS data and procedures</li><li>Dynamic exchange in micelles. Procedures and NMR data</li><li>Stability and exchange in water. Procedures and NMR and LC-MS data</li><li>Cell inhibition. Procedures, automatically analyzed data, and metadata</li></ol><p> </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.