cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8217685
title: COMSOL - Pumping well under high Reynolds number flow conditions

description: This is a coupled multiphysics model that describes non-Darcy flow in porous media and turbulent flow in a wellbore during a pumping event. The numerical model was developed and constructed in COMSOL Multiphysics® 6.0, a commercial finite element analysis and solver software. See https://www.comsol.com/. Simulation data is provided. A 1D finite-difference approach is also developed on MATLAB to directly solve for the behavior of nonlinear flow in a pumping system. MAT file is provided.
DOI: 10.6084/m9.figshare.9876581
title: Test

description: test test test
DOI: 10.17909/t9kq4n
title: Hyperspectral Cubes From Mosaicked STIS Observations of Uranus ("URANUS-STIS")

description: Uranus-STIS is a collection of hyperspectral cubes of Uranus, constructed from HST/STIS observations which were obtained in 2002, 2012, and 2015. These data cover half the extent of Uranus with a spatial sampling of 0.0277 arcsec/pixel, and a spectral coverage from 300.4—1020.0 nm with a sampling of 0.4 nm/pixel.  The data provided in this collection were obtained with the STIS 0.10" long-slit, which was aligned with the planet's polar axis and stepped across the disk at intervals of 0.152" from center to edge. This observing pattern was executed for both the G430L and G750L gratings. The data were pipeline processed, extracted, calibrated, and combined (see Sromovsky et al. 2018 and references therein), with the uniform spatial and spectral sampling noted above.
DOI: 10.3886/e195623v1
title: Replication Data and Code for: The Slave Trade and the Origins of Matrilineal Kinship

description: Matrilineal kinship systems -- where descent is traced through mothers only -- are present all over the world but are most concentrated in sub-Saharan Africa. We explore the relationship between exposure to Africa's external slave trades, during which millions of people were shipped from the continent during a 400-year period and the evolution of matrilineal kinship. Scholars have hypothesized that matrilineal kinship, which is well-suited to incorporating new members, maintaining lineage continuity, and insulating children from the removal of parents (particularly fathers), was an adaptive response to the slave trades. Motivated by this, we test for a connection between the slave trades and matrilineal kinship by combining historical data on an ethnic group's exposure to the slave trades and the presence of matrilineal kinship following the end of the trades. We find that the slave trades are positively associated with the subsequent presence of matrilineal kinship. The result is robust to a variety of measures of exposure to the slave trades, the inclusion of additional covariates, sensitivity analyses that remove outliers, and an IV estimator that uses a group's historical distance from the coast as an instrument. We also find evidence of a complementarity between polygyny and matrilineal kinship, which were both social responses to the disruption of the trades.
DOI: 10.5281/zenodo.10076359
title: Lake Balaton sediment database

description: The Lake Balaton sediment database contains the laboratory test results of a detailed survey (a total of 5560 samples) on the physico-chemical properties of the lake bed sediments carried out in the 1970s and 80s. Mixed sediment samples were taken from the upper 10 cm layer with an Ekman-Birge sediment sampler. The purpose of the survey was a detailed investigation of the lake bed sediment for the better understanding the progressive eutrophication process. The published dataset includes the following parameters (remark:missing values are replaced with '-2' in the database):
- pH (KCl): measured with potenciometer
- CaCO3 (%): measured with Scheibler's calcimeter
- organic carbon (%): measured with Tyurin method
- total nitrogen (mg kg-1): measured with Kjeldahl method
- soluble phosphorus (P2O5 in mg kg-1): measured in ammonium-lactate (AL) extract with atomic adsorption spectrophotometry
- potassium (K2O in mg kg-1): measured in ammonium lactate (AL) extract with flame photometer
- magnesium (mg kg-1): measured in KCl extract with atomic adsorption spectrophotometry
- zinc (mg kg-1): measured in EDTA + KCl extract with atomic adsorption spectrophotometry
- copper (mg kg-1): measured in EDTA + KCl extract with atomic adsorption spectrophotometry
- manganese (mg kg-1­): measured in EDTA + KCl extract with atomic adsorption spectrophotometry
DOI: 10.5281/zenodo.6388179
title: Dataset: A Fly in the Ointment: An Empirical Study on the Characteristics of Ethereum Smart Contracts Code Weaknesses and Vulnerabilities

description: Dataset: A Fly in the Ointment: An Empirical Study on the Characteristics of Ethereum Smart Contracts Code Weaknesses and Vulnerabilities Majd Soud, Grischa Liebel, Mohammad Hamdaqa<br> majd18@ru.is, grischal@ru.is, mhamdaqa@polymtl.ca. This Dataset includes the following: 1. "labeling.xml" files that represents the data for Categories of vulnerabilities in Smart Contracts for four data sources (i.e., Common Vulnerability and Exposure (CVE), Smart Contract Weakness Classification Registry (SWC), Stack Overflow, and GitHub)<br> XML files structure:<br> The XML files can be opened used any editor or any code editor (e.g. Visual Studio Code). 1. Each file has a root that is &lt;Card_Table&gt;&lt;/Card_Table&gt; which contains all the cards we labeled. <br> 2. Each card is represented by the &lt;Card&gt;&lt;/Card&gt; and contains the following:<br> - The tag marked by &lt;Tag&gt; represents the keyword that was used to search and collect the card from StackOverflow. <br> - The URL marked by &lt;URL&gt; of the URL link which contains all the information of the labeled vulnerability. <br> - The other tages marked by &lt;OtherTags&gt; that shows all the tags used in the post on Stack Overflow. <br> - The expert labeling for the categories of vulnerabilities in each card is represented by &lt;CategoryExpertLabel&gt;<br> - In more details, some records has the &lt;SecondExpertCategoryLabel&gt; that represents the second expert labeling for the categories of vulnerabilities.<br> - The &lt;CategoryAgreement&gt; used to calculate the inter-rater agreement between the two labelers. <br>
DOI: 10.17909/det7-s122
title: HST/WFC3 data from James et. al (2023)

description: This dataset was collected by the Outer Planet Atmospheres Legacy (OPAL) program (PI: Amy Simon) using the Hubble Space Telescope's (HST) Wide-Field Camera 3 instrument. The data were used to carry out a temporal atmospheric retrieval analysis of Uranus' northern hemisphere, focusing on the evolution of its north polar hood feature between 2015 and 2021.
DOI: 10.24381/cds.68653055
title: Cloud properties global gridded monthly and daily data from 1982 to present derived from satellite observations
DOI: 10.24384/hxmh-k448
title: Effect of shade on biodiversity within coffee farms: a meta-analysis
DOI: 10.48577/jpl.weewgb
title: Dataset for "Unravelling the fate of impacted ice particles and the consequences for plume fly-through missions"

description: Dataset for "Unravelling the fate of impacted ice particles and the consequences for plume fly-through missions"
DOI: 10.5281/zenodo.10403380
title: GT Points

description: Ground Truth(GT) points collected during 12th August 2019, campaign is provided in .xlsx format
DOI: 10.5281/zenodo.10423753
title: Deciphering Martian Flood Infiltration Processes at Hebrus Valles: Insights from Laboratory Experiments and Remote Sensing Observations

description: Dataset from a study submited to JGR-Planets about a laboratory-scale simulation of Martian outflow channel floods propagating over shallow cave systems. This repository contains all source data for the publication. This work is a joint effort of an International Team sponsored by CNES and PNP-INSU.

Deciphering Martian Flood Infiltration Processes at Hebrus Valles: Insights from Laboratory Experiments and Remote Sensing Observations

F. Costard1, J.A.P. Rodriguez2, E. Godin3, A. Séjourné1 and J. S. Kargel2

1 Université Paris-Sud, CNRS, GEOPS, 91405, Orsay, France

2 Planetary Science Institute, 1700 E. Fort Lowell, Suite 106, Tucson, AZ 85719

3 Centre d’Études Nordiques, Université Laval, Québec, Québec, Canada.]  

Introduction 

To investigate whether the landscapes in terminal Hebrus Valles were formed due to infiltration, we conducted a series of experiments simulating a cavernous underground system with an over-flooding scenario. 

Main results



Hebrus Valles Mars, shows fluvially dissected sinkholes, suggesting that enormous conduits served as megaflood subsurface evacuation routes.

We conducted a series of flume experiments to simulate infiltration patterns through sinkholes similar to those observed along Hebrus Valles

  Our scenario involves the presence of discontinuities in the Martian subsurface, due to subsurface drainage, forming organized conduits.


Description of the components of the Zenodo archive

Fig. 1 to Fig. 10.

Vector-based components mapped in Figure 1 

Data underlying the plots in Figure 7

Figure S1: Listing of HRSC and MRO images used in the study.

Figures S2 to S4: time lapse of sink hole formation with unfrozen saturated sand. Image every 2 min. 

Figures S5 to S6: time lapse of sink hole formation with frozen saturated sand. Image every 2 min. 

Figures S7: formation of ice slabs for the experiment.

Table 1
DOI: 10.5281/zenodo.7734818
title: Plume-induced destabilization of rift zones on Venus

description: This archive contains a selection of output files as well as sample parameter files for the models presented in the manuscript titled, "Plume-induced destabilization of rift zones on Venus". Models were run using StagYY (Tackley, 2008) and post-processing was done using StagLab 6.0 software (Crameri, 2021). <br> <br> The temperature, viscosity, and velocity-pressure output files are given for at least one representative time step for each model, which if plotted depicts either a peel-back delamination or stagnant-lid tectonic regime. The majority of models also include output files from an earlier time showing the initial stages of plume-lithosphere interaction. <br> <br> In the par files folder, a selection of three sample par files are given, corresponding to 150, 200, and 250 km-thick lithosphere. Additional parameters were varied, including 'plumeRadius', 'B_crust', and 'gap_length', which control the radius of the plume, the compositional buoyancy of the crust, and the width of the rift zone, respectively.
DOI: 10.5281/zenodo.8215031
title: Dataset: Periodic variation of mesoscale ultraviolet contrast at the cloud top of Venus

description: Filename:<br> mean_A_283.txt : wavelength of 283 nm<br> mean_A_365.txt : wavelengths of 365 nm Description:<br> Empirical equigonal UV albedo of Venus as a function of the phase angle determined from Akatsuki UVI data. Format (text file): <br> 1st column: Phase angle (deg)<br> 2nd column: A:Mean albedo<br> 3rd column: SD:Standard deviation Filename:<br> period1_283nm.txt : Period 1, 283 nm<br> period1_365nm.txt : Period 1, 365 nm<br> period2_283nm.txt : Period 2, 283 nm<br> period2_365nm.txt : Period 2, 365 nm Description:<br> Time series of the standard deviation of mesoscale UV contrast and the mean brightness of Venus. Format (text file):<br> 1st column: Image file name<br> 2nd column: Elapsed time (h)<br> 3rd column: Phase angle (deg)<br> 4th column: Standard deviation (W/m2/str/m)<br> 5th column: Standard deviation in AM<br> 6th column: Standard deviation in PM<br> 7th column: Mean brightness (W/m2/str/m)<br> 8th column: Mean brightness in AM<br> 9th column: Mean brightness in PM Filename:<br> uvi_20160425_131340_283_l3b_v10.nc<br> uvi_20160425_151341_283_l3b_v10.nc<br> uvi_20160425_171339_283_l3b_v10.nc<br> uvi_20160506_101341_283_l3b_v10.nc<br> uvi_20160506_121340_283_l3b_v10.nc<br> uvi_20160506_141343_283_l3b_v10.nc<br> uvi_20160517_141339_283_l3b_v10.nc<br> uvi_20160517_161339_283_l3b_v10.nc Description:<br> 2.02-micrometer mapped data taken by the IR2 camera onboard Akatsuki in Level-3 netCDF format. The data have been corrected for the point-spread function, the flat-field pattern, and the detector temperature dependence by Sato et al. (2020, Icarus, 345, 113682, https://doi.org/10.1016/j.icarus.2020.113682). Format (binary file):<br> netCDF<br> The file names indicate the year, date and time of each observation.
DOI: 10.5067/y67yq1l3zz4r
title: MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics V5.12.4
DOI: 10.17632/hkyxj89w28.1
title: Regulatory Compliance Scale

description: Five states and provinces from the USA and Canada are included in a series of validation studies in creating and validating the Regulatory Compliance Scale.
DOI: 10.11588/data/ddjfgs
title: Pentacene to Octacene: The Limit of Fourfold TIPS-Ethynylation [data]

description: Soluble acenes beyond hexacene are rare. Their sensitivity complicates isolation, purification and application in devices. To increase the stability of acenes, functionalization with trialkylsilylethynyl substituents prevents [4+4] dimerization and oxidation. At the same time such acenes are soluble and processible. Here we present the modular synthesis of fourfold TIPS-ethynylated pentacenes to octacenes and investigate their optical and redox properties, frontier orbital positions (CV, DFT calculations) as well as their stability in solution (UV/vis, NMR spectroscopy). We also investigated their magnetic properties as a function of acene length. Pentacene, hexacene and heptacene are sufficiently stable to serve as semiconductors in thin-film transistors - the octacene rapidly decays to its butterfly dimer evidence by time-dependent NMR spectroscopy and crystal structure analysis.
DOI: 10.17632/nhppb95jyd.1
title: Data for "Elemental differentiation and isotopic fractionation during space weathering of Chang’E-5 lunar soil"

description: This study aims to address the chemical differentiation during space weathering in the CE-5 landing site. Elemental and Fe-Mg-Ca-Sr-Nd isotopic analyses were conducted on sieved Chang'E-5 lunar soils and two basaltic breccias in this study at the Isotope Geochemistry Lab at China University of Geosciences, Beijing.
DOI: 10.17632/pdbgw9vwmb.1
title: NSEBANK_Options_Dec2023_1min

description: NSEBANK_Options_Dec2023_1min
DOI: 10.17632/468fyk5kmp.1
title: Financial Openness, Capital Accumulation, and Productivity in Emerging and Developing Economies

description: This folder contains all necessary files to replicate the findings presented in the paper “Financial Openness, Capital Accumulation, and Productivity in Emerging and Developing Economies. Damasceno, A. O. and D. R. Guedes.2024. ECONOMIC MODELLING”. Ensure that you reference this data if it is used for other purposes.
DOI: 10.17632/468fyk5kmp.2
title: Financial Openness, Capital Accumulation, and Productivity in Emerging and Developing Economies

description: This folder contains all necessary files to replicate the findings presented in the paper “Financial Openness, Capital Accumulation, and Productivity in Emerging and Developing Economies. Damasceno, A. O. and D. R. Guedes.2024. ECONOMIC MODELLING”. Ensure that you reference this data if it is used for other purposes.
DOI: 10.17632/2t8zv3b6k5.1
title: Hyperkalaemia in Trauma

description: This set includes retrospectively collected data from a Level-1 trauma centre in Austria. 
With these data, we conducted a retrospective cohort study on adult patients with traumatic bleeding admitted to a European Major Trauma Centre between January 2016 and December 2021. Patients were classified according to their serum potassium levels on arrival, and relevant clinical parameters between non-hyperkalaemic and hyperkalaemic patients were compared.
Among the 83 patients in this study, 11 (13.3%) presented with hyperkalaemia on arrival. The median shock index showed a higher tendency in the hyperkalaemic group. Hyperkalaemia was found to be more prevalent among younger patients who sustained penetrating trauma. Mortality rates were higher in the hyperkalaemic group, but the difference was not statistically significant.
Our results suggest that hyperkalaemia is prevalent in bleeding trauma patients on hospital arrival pre-transfusions, suggesting a more severe illness. Our findings provide insights into the pathophysiology and characteristics of hyperkalaemia in bleeding trauma patients. Further studies are required to investigate the mechanisms by which hyperkalaemia contributes to mortality in haemorrhagic shock patients.
DOI: 10.17632/4mrtbgpjdz.1
title: BankNifty Spot Data

description: BankNifty Spot Data, 1 min timeframe
DOI: 10.17632/2t8zv3b6k5.2
title: Hyperkalaemia in Trauma

description: This set includes retrospectively collected data from a Level-1 trauma centre in Austria. 
With these data, we conducted a retrospective cohort study on adult patients with traumatic bleeding admitted to a European Major Trauma Centre between January 2016 and December 2021. Patients were classified according to their serum potassium levels on arrival, and relevant clinical parameters between non-hyperkalaemic and hyperkalaemic patients were compared.
Among the 83 patients in this study, 11 (13.3%) presented with hyperkalaemia on arrival. The median shock index showed a higher tendency in the hyperkalaemic group. Hyperkalaemia was found to be more prevalent among younger patients who sustained penetrating trauma. Mortality rates were higher in the hyperkalaemic group, but the difference was not statistically significant.
Our results suggest that hyperkalaemia is prevalent in bleeding trauma patients on hospital arrival pre-transfusions, suggesting a more severe illness. Our findings provide insights into the pathophysiology and characteristics of hyperkalaemia in bleeding trauma patients. Further studies are required to investigate the mechanisms by which hyperkalaemia contributes to mortality in haemorrhagic shock patients.
DOI: 10.17632/b7nzjknnny.1
title: LDHU3_02.0350

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/95hp5phnc2.1
title: Neferine inhibits BMECs pyroptosis and maintains blood-brain barrier integrity in ischemic stroke by triggering a cascade reaction of PGC-1α

description: Blood-brain barrier disruption is a critical pathological event in the progression of ischemic stroke (IS). Most studies regarding the therapeutic potential of neferine (Nef) on IS have focused on neuroprotective effect. However, whether Nef attenuates BBB disruption during IS is unclear. We here used mice underwent transient middle cerebral artery occlusion (tMCAO) in vivo and bEnd.3 cells exposed to oxygen-glucose deprivation/reoxygenation (OGD/R) injury in vitro to simulate cerebral ischemia. We showed that Nef reduced neurobehavioral dysfunction and protected brain microvascular endothelial cells and BBB integrity. Molecular docking, short interfering (Si) RNA and plasmid transfection results showed us that PGC-1α was the most binding affinity of biological activity protein for Nef. And verification experiments were showed that Nef upregulated PGC-1α expression to reduce mitochondrial oxidative stress and promote TJ proteins expression, further improves the integrity of BBB in mice. Intriguingly, our study showed that neferine is a natural PGC-1α activator and illustrated the mechanism of specific binding site. Furthermore, we have demonstrated Nef reduced mitochondria oxidative damage and ameliorates endothelial inflammation by inhibiting pyroptosis to improve BBB permeability through triggering a cascade reaction of PGC-1α via regulation of PGC-1α/NLRP3/GSDMD signaling pathway to maintain the integrity of BBB in ischemia/reperfusion injury.
DOI: 10.6084/m9.figshare.24990420
title: Meta data for selected plots of "Optimal sampling of tensor networks targeting wave function’s fast decaying tails"

description: Meta data for selected plots of "Optimal sampling of tensor networks targeting wave function’s fast decaying tails", see https://arxiv.org/abs/2401.10330
DOI: 10.6084/m9.figshare.24990420.v1
title: Meta data for selected plots of "Optimal sampling of tensor networks targeting wave function’s fast decaying tails"

description: Meta data for selected plots of "Optimal sampling of tensor networks targeting wave function’s fast decaying tails", see https://arxiv.org/abs/2401.10330
DOI: 10.5281/zenodo.10529025
title: A Dataset containing the Sources listed in the INCENTIVE Resource Library

description: This dataset contains the collected sources related to Citizen Science and public engagement, harvested from trusted publicly available sources worldwide and provided by the Resource Library of the INCENTIVE Digital Toolkit.
description: The INCENTIVE project has received funding from the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 101005330 . The following INCENTIVE consortium partners, namely ARISTOTELIO PANEPISTIMIO THESSALONIKIS (GREECE), UNIVERSIDAD AUTONOMA DE BARCELONA (SPAIN), UNIVERSITEIT TWENTE (THE NETHERLANDS), VILNIAUS GEDIMINO TECHNIKOS UNIVERSITETAS (LITHUANIA), have contributed in the deployment of the surveys in their respective CSHs.
DOI: 10.5281/zenodo.10529026
title: A Dataset containing the Sources listed in the INCENTIVE Resource Library

description: This dataset contains the collected sources related to Citizen Science and public engagement, harvested from trusted publicly available sources worldwide and provided by the Resource Library of the INCENTIVE Digital Toolkit.
description: The INCENTIVE project has received funding from the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No. 101005330 . The following INCENTIVE consortium partners, namely ARISTOTELIO PANEPISTIMIO THESSALONIKIS (GREECE), UNIVERSIDAD AUTONOMA DE BARCELONA (SPAIN), UNIVERSITEIT TWENTE (THE NETHERLANDS), VILNIAUS GEDIMINO TECHNIKOS UNIVERSITETAS (LITHUANIA), have contributed in the deployment of the surveys in their respective CSHs.
DOI: 10.17632/g4jpd7r2zf.1
title: Stability and performance analysis of storage root yield in a dataset of sweet potato varieties (Ipomoea batatas L.)

description: The performance of sweet potato varieties in Bangladesh is a current concern. This dataset aimed to assess the performance of storage root yield and stability of 17 sweet potato varieties released by Bangladesh Agricultural Research Institute (BARI) across five locations in Bangladesh—Gazipur, Bogura, Jamalpur, Jashore, and Chattogram—utilizing a completely randomized design (RCBD) with three replications during the 2022-23 growing season.
DOI: 10.17632/ypxkk6khk6.1
title: Raw Data of thermal conductivity of OOC

description: Thermal conductivities of Olive Oil Compost (OOC) as affected by moisture contents and bulk density.
DOI: 10.17632/ps3j64sjbw.1
title: ETC ferroptosis

description: Wb and IHC data