cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10633005
title: Data release for "Consistent eccentricities for gravitational wave astronomy: Resolving discrepancies between astrophysical simulations and waveform models"

description: This is a data release to accompany arXiv:2402.07892 "Consistent eccentricities for gravitational wave astronomy: Resolving discrepancies between astrophysical simulations and waveform models".

See also https://zenodo.org/doi/10.5281/zenodo.10974974. Please cite the paper (https://ui.adsabs.harvard.edu/abs/2024arXiv240207892V/abstract) if you use this in a publication or any other scientific work.

The file can be read in using```import pandas

data = pandas.read_hdf("CMC_eccentricities_standardized.hdf5")```The description of the different keys in the file are as follows:- `m1`: source-frame mass of the primary object in the binary in units of Msun- `m2`: source-frame mass of the secondary object in the binary in units of Msun- `chi1`: dimensionless spin of the primary object in the binary- `chi2`: dimensionless spin of the secondary object in the binary- `z`: cosmological redshift- `a0`: Initial separation in AU. This typically corresponds to the stopping criterion in astrophysical simulations.- `e0`: The eccentricity at the initial separation `a0`- `f0`: 22 mode frequency corresponding to the initial separation.- `channel`: Takes values between 1 and 5.     - 1: Ejected mergers      - 2: In-cluster (two-body) mergers    - 3: Binary-Single Encounters    - 4: Binary-Binary Encounters    - 5: Single-Single Encounters- `cluster_weight`: Weight given to each binary based on cluster properties (mass and metallicity), assuming some initial mass function for the cluster and metallicity evolution as a function of redshift.- `cosmo_weight`: Weight given to each binary based on the redshift, to account for cosmological volume.- `e_W03_*Hz`: Eccentricities extracted from the Wen 2003 prescription at the reference peak frequency specified.- `e_t_2PN_10Hz`: Eccentricities extracted from the prescription in Vijaykumar et. al. 2024 at reference 22 mode frequency of 10 Hz. - `e_t_2PN_Mf_1000HzMsun`: Eccentricities extracted from the prescription in Vijaykumar et. al. 2024 at reference 22 mode frequency corresponding to `M \times f = 1000 Hz Msun`. This ensures that eccentricity is defined at a fixed number of cycles before merger, independent of the cosmological redshift. We strongly recommend that all eccentricity estimates from astrophysical simulations are quoted at a reference frequency corresponding to fixed `M \times f`.- `total_weight`: `cosmo_weight \times cluster_weight`NOTE: For mergers belonging to `channel=1`, we straightaway set the `e_t_*` estimates to zero. This is because mergers from this channel will not be eccentric at `f>10 Hz`, and due to its large initial separation is computationally intensive to evolve using the PN evolution equations.
DOI: 10.5281/zenodo.10939337
title: Data for "The role of cold pools in modulating convective organization during the MJO"

description: Data for "The role of cold pools in modulating convective organization during the MJO"

 

Mingyue Tang, 04/07/2024.
DOI: 10.5281/zenodo.12507736
title: Data for substantial increase in China's manufactured sand supply since 2010

description: This datasets give the source data for Figure 1 and Figure 2 of the main text, and the detailed datasources of MFA results.
DOI: 10.5281/zenodo.166732
title: A Modular Set Of Synthetic Spectral Energy Distributions For Young Stellar Objects - Robitaille (2017) - V1.1

description: These are the models released with the following publication:

<em>A modular set of synthetic spectral energy distributions for young stellar objects</em>, Robitaille (2017)

A companion repository is available on GitHub:

https://github.com/hyperion-rt/paper-2017-sed-models

In particular, a notebook is provided, demonstrating how the models here can be used:

https://github.com/hyperion-rt/paper-2017-sed-models/blob/master/notebook/using_the_models.ipynb

<strong>Note:</strong> the files here do not include polarization results, nor do they include the SEDs split by components (e.g. scattered versus direct light). The raw Hyperion output files which contain this information will be made available at a later date, and a link will be provided here.

For <strong>announcements</strong> of new versions of these models, you can subscribe to the following mailing list:

https://groups.google.com/forum/#!forum/protostars

For <strong>questions or issues</strong> using these models, you can open a GitHub issue in the companion repository:

https://github.com/hyperion-rt/paper-2017-sed-models/issues/new

<strong>MacOS X users:</strong> there is a bug in the bundled version of tar in MacOS X that causes issues when expanding some of the largest files here (this results in the <em>flux.fits</em> file being empty). To avoid this, you can use the GNU tar version which can be installed e.g. with Homebrew using <em>brew install gnu-tar</em> then using the <em>gtar</em> command instead of <em>tar</em>.
DOI: 10.5281/zenodo.5156937
title: Mouse actin dataset for microscopy image denoising benchmark as used in PPN2V paper

description: Mouse actin dataset for microscopy image denoising benchmark as used in PPN2V paper (https://arxiv.org/abs/1911.12291)
DOI: 10.5281/zenodo.5156960
title: Mouse skull nuclei dataset for microscopy image denoising benchmark as used in PPN2V paper

description: Mouse skull nuclei dataset for microscopy image denoising benchmark as used in PPN2V paper (https://arxiv.org/abs/1911.12291)
DOI: 10.5281/zenodo.6538909
title: Theia OSO Land Cover Map 2021

description: Land cover map of France based on Sentinel-2 satellite images with iota² chain (https://framagit.org/iota2-project/iota2/)
description: {"references": ["Inglada, J., Vincent, A., Arias, M., Tardy, B., Morin, D., & Rodes, I., Operational high resolution land cover map production at the country scale using satellite image time series, Remote Sensing, 9(1), 95 (2017). http://dx.doi.org/10.3390/rs9010095"]}
DOI: 10.5281/zenodo.8104455
title: How Absence Seizures Impair Sensory Perception: Insights from Awake fMRI and Simulation Studies in Rats

description: This repository contains measured and simulated data for the manuscript titled "How Absence Seizures Impair Sensory Perception: Insights from Awake fMRI and Simulation Studies in Rats" by Stenroos P. et al. Electroencephalographic (EEG) and functional magnetic resonance imaging (fMRI) data was recorded simultaneously from awake GAERS; a rat model of absence epilepsy. Visual and whisker stimulation was experimentally applied, and visual stimulation was simulated during interictal and ictal states and whole brain hemodynamic and neural responsiveness was compared between states.
DOI: 10.5281/zenodo.8146446
title: Aerosol indirect-effect-derived PM2.5 contributions during the development of convective clouds over the Yellow Sea in July of 2017

description: Meteorological processes are investigated during the development of deep convective clouds over the Yellow Sea inside a quasi-stationary rainy front in the East Asian region. WRF-Chem simulations were conducted to assess the aerosol-indirect-effect (AIE)-derived PM<sub>2.5</sub> contributions to the cloud microphysical process in deep convective clouds and the associated precipitation. In our dataset, you can find output of WRF-Chem baseline simulations (BASE) and other sensitivity simulated outputs (CONTROL). Furthermore, model variables of precipitations, cloud top temperature (CTT), surface-level pressure (SLP), convective available potential energy (CAPE), and hydrometer mixing ratios of cloud water (qcloud), raindrops (qrain), and ice (qice) can be found in these zip files. If you have any difficulty downloading these datasets, please feel free to contact the first author, kimhsung@gmail.com. All references and acknowledgments can be found in our paper
DOI: 10.6084/m9.figshare.22097921
title: Bulk rock geochemical analyses for carbonatites and related rocks from Mianning-Dechang, China

description: <b>If you're looking for the reusable, cleaned and corrected bulk rock data for the Mianning-Dechang rocks, please download </b><b>dat_merged.csv</b><b>.</b>This dataset contains a compilation of marine sediment data and lambda shape coefficients derived from them. It also contains raw bulk rock analyses of carbonatites, syenites, ore bodies, and other related rocks from four Mianning-Dechang rocks. Also included in an R notebook (rmd file) that processes the data and produces a reusable dataset for future studies. See rnotebook.html for more details, and please read the associated paper "<i>A global marine sediment compilation and a cerium anomaly perspective on metasomatised mantle sources for REE-mineralised carbonatites</i>" published in Journal of Geophysical Research: Solid Earth.
DOI: 10.6084/m9.figshare.24871635
title: Leggett Modes in a Dirac Semimetal

description: Source data for main text figures 2-4.
DOI: 10.6084/m9.figshare.25375144
title: Supplementary Material for: Frailty influences the relationship between the soluble receptor for advanced glycation-end products (sRAGE) and mortality in older adults with diabetes mellitus

description: Introduction: Frailty is prevalent among older adults with diabetes mellitus. Elevated serum levels of the soluble receptor for advanced glycation-end products (sRAGE) predict mortality in frail older adults. The evidence that sRAGE is also related to higher mortality in older adults with diabetes mellitus is inconsistent. Therefore, this study explored if frailty status influences the relationship between sRAGE and mortality in older adults with this condition. Methods: We analysed data of 391 participants with diabetes mellitus (median age, 76 years) from four European cohorts, enrolled in the FRAILOMIC project. Frailty was evaluated at baseline using Fried’s criteria. Serum sRAGE was determined by ELISA. Participants were stratified by frailty status (n=280 non-frail and 111 frail). Multivariate Cox proportional hazards regression and Kaplan-Meier survival analysis were used to assess the relationship between sRAGE and mortality. Results: During 6 years of follow-up 98 participants died (46 non-frail and 52 frail). Non-survivors had significantly higher baseline levels of sRAGE than survivors (median [IQR]: 1392 [962-2043] pg/mL vs 1212 [963-1514], P=0.008). High serum sRAGE (&gt;1617 pg/mL) was associated with increased mortality in the whole diabetes sample after adjustment for relevant confounders (HR 2.06 95%CI 1.36-3.11, P&lt;0.001) and there was an interaction between sRAGE and frailty (P=0.006). Accordingly, the association between sRAGE and mortality was stronger in the frail group compared to the non-frail group (HR 2.52 95%CI 1.30-4.90, P=0.006 vs HR 1.71, 95%CI 0.91-3.23, P=0.099, respectively). Likewise, Kaplan-Meier curves showed a significant difference in survival rates between frail participants with high sRAGE and those with low sRAGE (P=0.001), whereas no survival difference was seen in the non-frail group (P=0.09). Conclusions: Frailty status influences the relationship between sRAGE and mortality in older adults with diabetes mellitus. Determination of sRAGE in this population could be a useful tool for risk stratification.
DOI: 10.6084/m9.figshare.25661460
title: 165 transmission spectra measured by OSA and TS data measured by CTD

description: This file includes the original 165 transmission spectra measured by OSA and TS data measured by CTD, which has been used in demodulating the TS within the spectral range of 1510-1590 nm.
DOI: 10.6084/m9.figshare.25661463
title: 37 original reflection spectra obtained in sea trial by FSA

description: This file includes 37 original reflection spectra measured by FSA, which are obtained in sea trial. The TS data measured by CTD are used for comparison.
DOI: 10.6084/m9.figshare.25661466
title: 32 spectra data obtained in sea trial by OSA within the spectral range of 1200-1650 nm

description: This file provides original 32 spectra data obtained in sea trial by OSA within the spectral range of 1200-1650 nm for sensitivity matrix demodulation. The TS data measured by CTD are used for comparison.
DOI: 10.6084/m9.figshare.25661475
title: 33 spectra data obtained in laboratory by OSA within different spectral ranges

description: This file provides 33 spectra data obtained in laboratory by OSA within different spectral ranges for machine learning demodulation to investigate the dependence of demodulation error on spectral range used in demodulation.
DOI: 10.6084/m9.figshare.25661478
title: 11 spectra data obtained in sea trial by OSA within the spectral range of 1200-1650 nm

description: This file provides 11 spectra data obtained in sea trial by OSA within the spectral range of 1200-1650 nm for spectral comparisons between two different sea trials.
DOI: 10.6084/m9.figshare.25971439.v1
title: Data sets for: Dynamical Facilitation Governs the Equilibration Dynamics of Glasses

description: /*****************************************************************************//* Data sets for/* Dynamical Facilitation Governs the Equilibration Dynamics of Glasses/* (arXiv:2312.15069)/*/* Rahul N. Chacko, 4th of July 2024/*****************************************************************************/<br>FigGenData (Figure-generation data)Data sets used in the actual generation of the figures,as seen in the figure-generation code (FigGenerator/FigGenerator.py file)at https://bitbucket.org/chackorn/equilibrationdynamics_repoTo read the metadata of file bla.npz,which includes the name of the code used to generate it, use:import numpy as npnp.load('path-to-bla.npz',allow_pickle=True)['metadata'].flat[0]
DOI: 10.15468/dl.289tmr
title: Occurrence Download

description: A dataset containing 5949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macropsychanthus Harms)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 5949 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051172-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umygx6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.522216 -34.884528, 148.522216 -34.886774, 148.526708 -34.886774, 148.526708 -34.884528, 148.522216 -34.884528))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051173-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ta7z5s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.342784 -37.044986, 144.342784 -37.047232, 144.340538 -37.047232, 144.340538 -37.051724, 144.342784 -37.051724, 144.342784 -37.05397, 144.347276 -37.05397, 144.347276 -37.044986, 144.342784 -37.044986))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051174-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r97pvm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioclea edulis Kuhlm.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051175-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmt9q4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.195956 -34.884528, 149.195956 -34.886774, 149.19371 -34.886774, 149.19371 -34.889019, 149.202693 -34.889019, 149.202693 -34.884528, 149.195956 -34.884528))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051176-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/zp4p-0c93
title: Data for Jupiter programme #3665
DOI: 10.15468/dl.y5dvwv
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioclea grandiflora Mart. ex Benth.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 343 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051177-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11583/dtu.25428139.v1
title: 61 Sustainable Product Development (SPD) practices

description: Sustainable Product Development (SPD) practices consist of 61 practices that facilitate the incorporation of sustainability considerations during product development. The 61 practices are presented with their identification codes based on the stage in the product development process. Also, corresponding segments of each practice are presented based on the content analysis.
DOI: 10.15468/dl.fha55u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.365242 -37.047232, 144.365242 -37.051724, 144.367488 -37.051724, 144.367488 -37.047232, 144.365242 -37.047232))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051178-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ujm32h
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioclea grandistipula L.P.Queiroz)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051179-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13234738
title: All parameter files, result files, and simulated data sets used in PIPI3

description: All parameter files, result files, and simulated data sets used in PIPI3.
DOI: 10.5281/zenodo.13234739
title: All parameter files, result files, and simulated data sets used in PIPI3

description: All parameter files, result files, and simulated data sets used in PIPI3.
DOI: 10.15468/dl.jjbv3a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.290279 -34.891265, 149.290279 -34.893511, 149.297017 -34.893511, 149.297017 -34.891265, 149.290279 -34.891265))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051180-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26502262.v1
title: Supplementary Material for: Changes in ASCVD Risk Scores in a Predominantly Black Cohort with HIV and Associated Comorbidities: A Preliminary Study

description: Introduction: People with HIV (PWH) have increased risk of atherosclerotic cardiovascular disease (ASCVD) compared to non-PWH, but the reasons for this increased risk remain elusive. We investigated the change in ASCVD risk scores over 4-years to identify clinical factors associated with change in risk scores or high risk scores.
Methods: We conducted a preliminary study using retrospective analysis of PWH, between 40-75 years old, seen at the Evelyn Jordan Center with at least two routine HIV visits. We collected clinical and demographic data and calculated the ASCVD risk scores using the Pooled Cohort Equation. Exploratory analyses examined change in risk score categories over time. Final adjusted analysis examined factors associated with change in continuous risk scores over time. 
Results: Our sample included 187 PWH, 166 were Black/African American and 79 were female. We found no significant change in ASCVD risk score over time. The risk score was significantly higher in PWH with hepatitis C (7.34%; 95% CI 2.59, 12.09; p=0.003) and trended higher in those with dual hepatitis B/C and hepatitis B compared to those without hepatitis (p=0.07). 
Conclusion: We found that ASCVD risk did not change over a 4-year period among predominantly Black young PWH, but infection with hepatitis C and dual hepatitis B/C were associated with higher ASCVD risk scores. Our findings illustrate the need for further longitudinal studies evaluating change in CVD risk and investigating viral hepatitis as an added potential contributor to increased CVD risk in high-risk, vulnerable populations.
DOI: 10.15468/dl.byhcsh
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioclea latifolia Benth.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 233 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051181-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t2zh6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((142.256437 -37.051724, 142.256437 -37.05397, 142.254191 -37.05397, 142.254191 -37.058461, 142.256437 -37.058461, 142.256437 -37.060707, 142.258683 -37.060707, 142.258683 -37.051724, 142.256437 -37.051724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051182-240626123714530/datasets/export for details.