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4,563 results for “correlations”
Data for 'Cosmology with Binary Neutron Stars: Does Mass-Redshift Correlation Matter?'
<p>The code is available at the following GitHub link: https://github.com/SoumendraRoy/RedevolBNS</p> <p>To generate the plots in the paper, see: https://github.com/SoumendraRoy/RedevolBNS/tree/main/Make_Plots</p> <p>A frozen version of the Make_Plots is included here.</p> <p>Description of the files:</p> <ol> <li><a href="https://zenodo.org/api/records/14704635/draft/files/Cosmo_Plots.ipynb/content" target="_blank" rel="noopener noreferrer">Cosmo_Plots.ipynb</a>, <a href="https://zenodo.org/api/records/14704635/draft/files/Pop_Plots.ipynb/content" target="_blank" rel="noopener noreferrer">Pop_Plots.ipynb</a> : Jupyter notebooks containing all plots in the main text.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/Appendix_Plots.ipynb/content" target="_blank" rel="noopener noreferrer">Appendix_Plots.ipynb</a>, <a href="https://zenodo.org/api/records/14704635/draft/files/All_Contours.ipynb/content" target="_blank" rel="noopener noreferrer">All_Contours.ipynb</a> : Jupyter notebooks containing all plots in Appendix.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/inference_marginal_fiducial.h5/content" target="_blank" rel="noopener noreferrer">inference_marginal_fiducial.h5</a>, <a href="https://zenodo.org/api/records/14704635/draft/files/inference_full_fiducial.h5/content" target="_blank" rel="noopener noreferrer">inference_full_fiducial.h5</a> : The samples of the Hubble constant and dark matter density for the fiducial injected population, with uncorrelated and correlated mass-redshift populations, respectively.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/inference_marginal_MM.h5/content" target="_blank" rel="noopener noreferrer">inference_marginal_MM.h5</a>, <a href="https://zenodo.org/api/records/14704635/draft/files/inference_full_MM.h5/content" target="_blank" rel="noopener noreferrer">inference_full_MM.h5</a> : The samples of the Hubble constant and dark matter density for the Mandel-Müller injected population, with uncorrelated and correlated mass-redshift populations, respectively.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/inference_full_result_Uncorrelated.h5/content" target="_blank" rel="noopener noreferrer">inference_full_result_Uncorrelated.h5</a>, <a href="https://zenodo.org/api/records/14704635/draft/files/inference_full_result_Injected.h5/content" target="_blank" rel="noopener noreferrer">inference_full_result_Injected.h5</a> : The samples of the Hubble constant and dark matter density for the fiducial injected population, with uncorrelated and correlated mass-redshift populations, respectively for varying number of detections.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/simulation.h5/content" target="_blank" rel="noopener noreferrer">simulation.h5</a> : The injected mass, redshift samples for different population synthesis variations.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/compare_pop.h5/content" target="_blank" rel="noopener noreferrer">compare_pop.h5</a>, <a href="https://zenodo.org/api/records/14704635/draft/files/variant_pop.h5/content" target="_blank" rel="noopener noreferrer">variant_pop.h5</a> : Comparison of different population synthesis variations.</li> <li><a href="https://zenodo.org/api/records/14704635/draft/files/gmm.h5/content" target="_blank" rel="noopener noreferrer">gmm.h5</a> : Gaussian mixture model fit of the fiducial and Mandel-Müller injected population.</li> </ol>
Dataset for "Validation of SSDE calculation in a modern CT scanner and correlation with effective dose"
<p>Size-Specific Dose Estimate (SSDE) is a size-adjusted dosimetric index that addresses the limitations of the Computed Tomography Dose Index (CTDIvol). This research aims to verify the SSDE generated by a modern Computed Tomography (CT) scanner and examine its relationship with effective dose (E). Sixty CT scans were performed on anthropomorphic phantoms, including models representing pediatric and obese patients, and then analyzed. SSDE values from the CT scanner were compared with those calculated independently using a Python-based method and Radimetrics, a dose monitoring software.</p> <p>The published dataset contains all the CT images and an Excel file with the main parameters given by the CT scanner, alsongside the ones calculated with Python and Radimetrics. </p>
Data from: Genomic, phenotypic, and environmental correlates of speciation in the midwife toads (Alytes)
<p>This package includes the following : </p> <ul> <li>A matrix of 5,111 SNPs genotyped in the subgenus <em>Alytes </em>(Ao_complex_5111loci.str)</li> <li>A matrix of 3,535 SNPs genotyped in<em> A. o. lusitanicus</em>,<em> A. o. pertinax</em> and<em> A. cisternasii </em>(OC_3535loci.str)</li> <li>A matrix of 15,211 SNPs genotyped in <em>A. o. pertinax</em> and <em>A. dickhilleni</em> (OD_15211loci.str)</li> <li>SNP matrices (.str), Q estimates and environemental suitability estimates (Q_transect_xxx.txt), distances along transects (dist_transect_xxx.txt), hzar inputs (Input_HZ_xxx.csv), lists of diagnostic loci (HZ_xxx_diag_loci.csv) and R commands (HZ_xxx.r), as used to analyze the hybrid zones coded as CAN, HUE, POR, MAD, GAL, PYR</li> <li>Locus-by-locus cline parameters for the eight hybrid zones considered (Clines_HZ_xxx.csv) and R commands used for vizualization (Clines.Display.r)</li> <li>Occurrence records of <em>Alytes</em> (Occurence_dataset.csv)</li> <li>Bioacoustic dataset (Bioacoustic_dataset.csv), and the R commands used for analyses (Bioacoustics.r)</li> <li>Morphometric dataset, including raw measurements (Morphometric_dataset.csv), the input file for GroupStruct (Morphometric_dataset_naked.csv), the size-corrected measurements (Morphometric_dataset_corrected.csv), and the R commands used for analyses (Morphometrics.r)</li> <li>Environemental dataset (Environemental_dataset.csv), and the R commands used for analyses (Environmental.r)</li> </ul>
Data from: Localized neighborhood species mingling is correlated with individual tree size inequality in natural forests in South China
<p>Context: Numerous hypotheses such as Janzen–Connell and herd immunity effects have been proposed to explain the coexistence of diverse species in plant communities. However, these mechanisms for maintaining diversity have been studied primarily through the lens of species diversity, whereas tree size diversity or relationships between size and species diversity resulting from local interactions have rarely been investigated.</p> <p>Aims: We aimed to identify relationships between spatial species mingling and tree size inequality using extensive plot data from species-rich forest ecosystems.</p> <p>Methods: We applied neighborhood-based methods and explored relationships between spatial species mingling and size inequality indices in 22 large forest plots (30 ha in total) in subtropical and tropical China.</p> <p>Results: Forest communities with low species mingling, or segregation of heterospecific trees, exhibited increased segregation of trees with dissimilar sizes. In most plots, large trees (e.g. dbh > 30 cm) were extensively associated with high species mingling, and individual-tree neighborhood species and size diversity were closely correlated.</p> <p>Conclusion: Our findings suggest that both the spatial patterns of conspecific dispersal and neighborhood interactions play an important role in determining the spatial patterns of tree size and species diversity and eventually in shaping the structure of forest communities.</p>
Data from: Spectrogram cross-correlation can be used to measure the complexity of bird vocalizations
<p>This data set contains catalog numbers of Macaulay Library sound files and RVV library sound files used in the study- Sawant, S; Arvind, C; Joshi, V & Robin, V. V. (2021) Spectrogram cross-correlation can be used to measure the complexity of bird vocalizations.</p>
Supplementary dataset for Correlational networking guides the discovery of cryptic natural product biosynthetic enzymes
<p>Supplementary files for the paper: Correlational networking guides the discovery of cryptic natural product biosynthetic enzymes</p> <p>23777967_protease.fasta.xz:<br> A fasta file (compressed by xz) containing 23777967 protease sequences obtained from 161954 bacterial genomes<br> 23777967_protease_cluster.csv.xz:<br> A csv file (compressed by xz) containing MMseqs2 cluster information of 23777967 proteases<br> This csv file has 5 columns: rep (representative sequence name), mem (member sequence name), number of members in cluster, cluster No.<br> Fig1C_cytoscape.zip:<br> Cytoscape file corresponding to Fig.1C, as well as its node and edge tables<br> Fig2C_cytoscape.zip:<br> Cytoscape file corresponding to Fig.2C, as well as its node and edge tables<br> FigS2_cytoscape.zip:<br> Cytoscape file corresponding to Supplementary Fig.2, as well as its node and edge tables. Size was differently scaled for very large nodes containing more than 1000 precursors/proteases</p>
Residual strains estimations in the annulus fibrosus through digital image correlation
<p>This upload correspond to the experimental data and all the python and LMGC software pipeline to process the data.</p> <p>The raw data correspond to images of the stress/strain relaxation process within the annulus fibrosus following a radial cut.</p> <p>The corresponding scientific article has been published in the following Diamond Open Access Journal : Journal of Theoretical, Computational and Applied Mechanics.</p>
A point mutation and large deletion at the candidate avirulence locus AvrMlp7 in the poplar rust fungus correlate with poplar RMlp7 resistance breakdown
<p>Several studies reported the rapid evolution of avirulence (<i>Avr</i>) genes to escape <i>R</i>-mediated plant immunity and identified a variety of mechanisms leading to virulence. The poplar rust fungus <i>Melampsora larici-populina</i> is the most damaging pathogen of poplars. A major adaptive event occurred in 1994 with the breakdown of <i>RMlp7</i> resistance gene in poplar. Population genomics studies identified a locus in the genome of <i>M. larici-populina</i>, which likely corresponds to the <i>AvrMlp7</i> candidate avirulence gene. We used a population genetics approach combined with dedicated qPCR assays on a comprehensive set of 281 isolates, covering 27 years (encompassing the resistance breakdown event), to validate the candidate locus and to assess its polymorphism. We found two mechanisms, a point mutation and a deletion, that allowed the pathogen to escape <i>RMlp7</i>-mediated resistance. Six diploid genotypes were thus characterized at the candidate locus (three avirulent and three virulent). In addition, a temporal analysis revealed that the two virulence alleles pre-existed (harboured as avirulent heterozygous genotypes) since the early samplings and were found in association (as virulent genotypes) at the time of the resistance breakdown.These molecular analyses were complemented by a population genetic analysis of those temporal samples, using 22 microsatellite markers.</p>
Active structural geometries and their correlation with moderate (M 5.5-7.0) earthquakes in the Jiashi-Keping region, Tian Shan southwestern front
<p>This data set contains Figures S1-S5, which serve as supporting information for the paper titled "Active structural geometries and their correlation with moderate (M 5.5-7.0) earthquakes in the Jiashi-Keping region, Tian Shan southwestern front". Figure S1 shows locations of all seismic-reflection profiles used in this study. Figures S2-S5 provide uninterpreted and interpreted seismic-reflection profiles across the Bachu transpressional fault system, the western Keping Thrust and the blind Bashituopu Thrust.</p>
Causation without correlation: Parasite-mediated frequency-dependent selection and infection prevalence
<p>Parasite-mediated selection is thought to maintain host genetic diversity for resistance. We might thus expect to find a strong positive correlation between host genetic diversity and infection prevalence across natural populations. Here, we used computer simulations to examine host–parasite coevolution in 20 simi-isolated clonal populations across a broad range of values for both parasite virulence and parasite fecundity. We found that the correlation between host genetic diversity and infection prevalence can be significantly positive for intermediate values of parasite virulence and fecundity. But the correlation can also be weak and statistically non-significant, even when parasite-mediated frequency-dependent selection is the sole force maintaining host diversity. Hence correlational analyses of field populations, while useful, might underestimate the role of parasites in maintaining host diversity.</p>
Correlations between bulk and surface properties of meibomian lipids with alteration of wax- to-sterol esters content
<p>These are the surface pressure/area isotherms and the stress relaxations of the transient dilatational elasticity modulus used in the study "Correlations between bulk and surface properties of meibomian lipids with alteration of wax- to-sterol esters content" in Chemistry and Physics of Lipids https://www.sciencedirect.com/science/article/pii/S000930842100116X</p> <p>The measurements are performed with by Langmuir surface balance µ Trough XS, area 135 cm<sup>2</sup>, volume 100 mL (Kibron, Helsinki, Finland), via the Wilhelmy wire probe method (instrumental accuracy 0.01 mN/m). Physiological saline solution buffer (PBS, pH 7.4) was utilized as trough subphase.</p> <p> </p> <p> </p>
Data for: Correlated states in doubly-aligned hBN/graphene/hBN heterostructures
<p>Interfacial moiré superlattice in van der Waals vertical assemblies effectively reconstructs the crystal symmetry, leading to opportunities for investigating exotic quantum states. Notably, a two-dimensional nanosheet has top and bottom open surfaces, allowing the specific case of doubly aligned super-moiré lattice to serve as a toy model for studying the tunable lattice symmetry and the complexity of related electronic structures. Here, we show that by doubly aligning a monolayered graphene to both top and bottom encapsulating hexagonal boron nitride (h-BN), multiple conductivity minima are observed away from the main Dirac point, which are sensitively tunable with respect to the small twist angles. Moreover, our experimental evidences together with theoretical calculations suggest correlated insulating states at integer fillings of -5, -6, -7 electrons per moiré unit cell, possibly due to inter-valley coherence. Our results provide a way to construct intriguing strong correlations in 2D electronic systems, in the weak interaction regime.</p>
RAW data for Correlation analysis of vibration modes in physical vapour deposited Bi2Se3 thin films probed by the Raman mapping technique
<p>Raw data for the "Correlation analysis of vibration modes in physical vapour deposited Bi2Se3 thin films probed by the Raman mapping technique" paper.</p>
Cross-correlated ambient data recorded on a distributed acoustic sensing array
<p>Distributed acoustic sensing (DAS) is a relatively new technology used in many geophysical applications. The versatility and high temporal-spatial resolution make DAS ideal for rapid deployment surveys such as earthquake-aftershock monitoring and hazard assessment. However, these applications often rely on trenched cable installations that are time consuming and cost prohibitive, or on existing telecom fibers that are limited in spatial coverage. We deploy a DAS array composed of six parallel linear subsections directly on ground surfaces with different conditions. We apply ambient interferometry and adopt a simplified spectral-analysis-of-surface waves (SASW) method to determine the average shear-wave velocity of the top 30 m (VS30). Our methodology results in robust VS30 estimates for each surface deployment subsection that are consistent with collocated 1 m-depth trenched cables. The implications of these findings support DAS as a viable method for non-invasive rapid deployment surface surveys for earthquake hazard assessment.</p>
Stacked cross correlation functions for the MeSO-net network and derived 3D Vs model
<p>This dataset contains two major types of data.</p> <p>1) The yearly stacked cross-correlation functions between 296 MeSO-net stations covering the Kanto basin, Japan.</p> <p>2) A 3D radially anisotropic Vs model for the Kanto basin. The grid increment for the longitude and latitude is 0.01 degrees and that for the depth is 0.1 km.</p> <p>The complete station list for the 296 MeSO-net stations can be found on the Github page of https://github.com/chengxinjiang/Jiang_Kanto_anisotropy. </p>
Data for the article entitled "ENVIRONMENTAL AND SOCIAL CORRELATES, AND ENERGETIC CONSEQUENCES OF FITNESS MAXIMISATION ON DIFFERENT MIGRATORY BEHAVIOURS IN A LONG-LIVED SCAVENGER"
<p>Data used in the statistical analyses of the article entitled "ENVIRONMENTAL AND SOCIAL CORRELATES, AND ENERGETIC CONSEQUENCES OF FITNESS MAXIMISATION ON DIFFERENT MIGRATORY BEHAVIOURS IN A LONG-LIVED SCAVENGER"</p>
IODP Expedition 362 Stratigraphic Correlation
<p>Affine and splice files created for stratigraphic correlation.</p>
Adding a service demand by correlation
<p>Files in this repository:</p> <p>1) default example zip</p> <p>2) final example zip</p> <p>3) A macrodrivers file</p> <p>4) A regression parameters file</p> <p>5) A timeslice share file</p> <p>6) A results file</p>
Data of " Micromechanical characterization of the material response in a PA12-SLS fabricated lattice structure and its correlation with bulk behavior"
<pre>Data related to the publication (we would be grateful if you could cite the paper in the case in which you are using the data) title = "Micromechanical characterization of the material response in a PA12-SLS fabricated lattice structure and its correlation with bulk behavior", journal = "Polymer Testing", pages = " ", year = "2022", issn = "####", doi = "<a href="https://doi.org/10.1016/j.polymertesting.2022.107556">https://doi.org/10.1016/j.polymertesting.2022.107556</a>", author = "L. Cobian, M. Rueda-Ruiz, J.P. Fernandez-Blazquez, V. Martinez, F. Galvez, F. Karayagiz, T. Lück, J. Segurado, M.A. Monclus"</pre> <p>This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 862015</p>
Raw data for the article: Successful Use of Heterologous CMV-Reactive T Lymphocyte to Treat Severe Refractory Cytomegalovirus (CMV) Infection in a Liver Transplanted Patient: Correlation of the Host Antiviral Immune Reconstitution with CMV Viral Load and CMV miRNome
<p>Cytomegalovirus (CMV) infection is the most significant viral infection in hosts with compromised immune systems as solid organ transplant patients. Despite significant progress being made in the prevention of CMV disease in these patients, further therapeutic strategies for CMV disease and for the CMV reactivation prevention are needed. Here, we describe the outcome of the infusion of in vitro expanded CMV-reactive T-cells, taken from a healthy CMV-seropositive donor, in a liver-transplanted recipient with a refractory recurrent CMV. In this particular case, adoptive transfer of allogenic CMV-reactive T-lymphocytes resulted in the clearance of CMV infection and resolution of the pathological manifestations of the patient. In the study we also investigated circulating miRNAs, both cellular and viral, as potential biomarkers during the course of CMV infection. The results indicate that the infusion of allogenic CMV-reactive T-cells can be an effective strategy to treat CMV infection recurrence when the generation of autologous virus specific T cell clones is not possible.</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.