cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z8m4txwtwv.1
title: üşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,"> <meta name="keywords" content="düşük hapı 

description: üşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostol üşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostolüşük hapı 0543 529 72 06 whatsapp sipariş hattı türkiye düşük ilacı bayi gebelik sonlandırma hapı medikal kürtaj tıbbi düşük gizli düşük kürtaj hapı ,">
<meta name="keywords" content="düşük hapı nedir?nasıl düşük yapılır haplarla düşük yapma orjinal düşük hapları cytotec mizoprostol
DOI: 10.17632/pypn4mpt4d.1
title: Data on Automobile Vehicle Bumper Fascia 

description: Some of data presented here were collected from various mechanical tests conducted on polymeric nanocomposites developed from the virgin low density polyethylene and eggshell nanoparticles to determine its suitability as new nanocomposite for automobile bumper fascia applications. Other data were obtained from various techniques used in fabricating prototype of automobile bumper fascia.
DOI: 10.17632/x2gsv67x5z.1
title: Amazon Balance Sheet

description: This dataset contains historical 10 years of balance sheets of Amazon. In this dataset, you can view key metrics such as cash, inventory, working capital, debt, etc... This type of data is useful in understanding the historical performance of Amazon and predict how the company will grow and evolve in the future. This data is generously provided by ValueInvesting, a world-class value investing platform. ValueInvesting.io specializes in providing state-of-the-art intrinsic values for stocks listed on all major exchanges globally by pre-building DCF and WACC for them
DOI: 10.17632/5z3k487xmw.2
title: Proteomic study of F1 enrichment in MDA-MB-231 cells

description: This is a supplemental dataset for our manuscript entitled "Transcriptome-wide mapping of small molecule RNA binding sites in cells informs an isoform-specific degrader of QSOX1 mRNA".  This dataset contains the proteomic study identifying 79 protein targets enriched by the small molecule probe, F1, in MDA-MB-231 cells as compared to the control probe. Please refer to the published manuscript for any additional details.
DOI: 10.17632/dyp8yr2sr2.1
title: Calibrated wealth ratios and labor-demographic variables across the 1997-2017 waves of the Chilean Family Expenditures Survey

description: This dataset reports an analyzed version of the Chilean Family Expenditures Survey with variables created from the article: Madeira, C., The impact of the Chilean pension withdrawals during the Covid pandemic on the future savings rate, Journal of International Money and Finance, forthcoming, 102650 (2022). https://doi.org/10.1016/j.jimonfin.2022.102650 .

The data contains 33,538 households from the 1997, 2007, 2012 and 2017 waves. The variables include Household identifier variables and population weights, Demographic variables (gender, age, education, spouse occupation, couple, child and senior persons), Work and income variables, Savings rates and consumption flows variables, Ratios of household wealth as a fraction of permanent household income, Betas for the linear correlation between unemployment risk and income volatility of the different 538 worker types with the aggregate consumption kernel pricing returns and the pension fund returns.

The applied model that was calibrated from the raw data is explained in detail in the online file “Methodology.pdf”. The codes used to create the variables are explained in detail in the file README_JIMF_Codes_Summary.docx and CODES_JIMF.zip includes all the 45 Stata software codes used in the article. The file Data_summary.docx summarizes the dataset.

All the methods (in Stata do-files), theoretical methodology, and the datasets are published online with the Mendeley Data.
DOI: 10.17632/4vmp97dd6f.1
title: Fiber-optic WLI sensing system for high-velocity flow field measurement _data and code

description: An integrated aerodynamic three-hole pressure probe (THP) based on a fiber-optic tip sensor array for high-velocity flow field vector measurement is developed and demonstrated in wind tunnel testing. The sensor array consisting of three miniature pressure fiber-tip sensors is integrated into three pressure conduits inside top area of the THP, which serves to mitigate pneumatic pressure loss and is expected for a more reliable analysis of flow characteristics. Fast real-time data acquisition is implemented by a compact self-developed multi-channel white light interferometry (WLI) interrogator. Well-calibrated maps of the fiber-optic THP are developed in a subsonic free-jet wind tunnel to derive the velocity vectors in a yaw angular range of ±15° at Mach numbers of 0.2 Ma (~70 m/s), 0.5 Ma (~170 m/s), and 0.8 Ma (~300 m/s) while related flow characteristics are analyzed. This work is desired to provide a potential candidate for turbomachinery experimental investigation in fluid mechanics community.
DOI: 10.17632/477hf5rdyp.1
title: Date for Evolution mechanism of platelet-shaped grains in Nd-Fe-Co-Ga-B ribbons during annealing

description: Date for Evolution mechanism of platelet-shaped grains in Nd-Fe-Co-Ga-B ribbons during annealing
DOI: 10.17632/jcyt9grfjv.1
title: DSP data from Spatial TIL in MSI CRC study

description: Raw data of GeoMx DSP analysis using MSI-H colorectal cancer tissues
DOI: 10.17632/mjg5s9p4wp.1
title: Monthly average satellite-estimated dataset of phytoplankton size class in the coastal area of China during a period of 2002 - 2021

description: Based on the sea surface remote sensing reflectance products of MODIS/Aqua sensors from 2002-08 to 2021-07, and the PSC remote sensing inversion model constructed by Sun et al. (2019), PSC long-term data set is producted. The dataset contains the phytoplankton size classes (Fm, Fn, and Fp) in the Bohai Sea, the Yellow Sea, and the East China Sea from Aug. 2002 to Jul. 2021.  The data set is stored in the standard format of Matlab and contains 228 files in total, which are easy to read by each software.  
The statistical results of the long-term distribution of PSCs based on this dataset show that the coastal waters are mainly enriched by microphytoplankton, while the offshore waters are primarily dominated by nanophytoplankton. Judging from the multi-year monthly averaged PSCs in five specific areas, taking microphytoplankton as an example, there are "double peaks" in spring (May) and summer (July) in the center of the Bohai Sea and the mouth of the Yangtze River, while the North Yellow Sea area presents a spring (April), autumn (October) peak feature. Meanwhile, the spring peaks in the offshore waters of the South Yellow Sea and the East China Sea are more significant in April and March, respectively.
DOI: 10.6084/m9.figshare.19733347
title: Gene expression data in gastric cancer

description: In this research, we identified a small set of genes that could be used to distinguish gastric cancer from normal tissues, by performing filter feature selection algorithms
DOI: 10.17632/vxbxyj2n2t.1
title: In vitro cell on cell dry eye model incorporating normal stress control

description: We aim to improve the mechanical understanding of dry eye disease (DED). The data are laser scanning confocal images (raw data) of stratified layers of corneal cells (cornea) in contact with stratified layers of conjunctival cells (eyelid) in situ. The nuclei have been stained with Hoechst (blue), the plasma membrane with CellMask Deep Red(red), and the green dots are a fluorescent coating on the cell culture surfaces. This geometry is an in-vitro dry eye model. The long-term goal of this project is to incorporate different normal stresses into this dry eye model. In the project's first step (this dataset), we compare the response to uniaxial stresses of healthy and dry eye diseased cell layers. We expect marked differences in normal stress response between healthy and dry eyes. The change in distances between the cell layers (represented by a fluorescent coating on the cell culture dish) is interpreted as the strain acting on the cell layer. Compression and tensile moduli of healthy and dry eyes can hence be extracted from these images by elaborating XZ-views. The intensity profiles of the green fluorescence channel (fluorescent coating on the cell culture surface) are fitted with Gaussians. The peak-to-peak distance corresponds to the separation distance between the cell layers. We assess the collective behavior of an entire cell layer in-situ. Methodologically it is different from single-cell techniques (like AFM). We observe compression moduli on the order of 5 kPa. We find a non-significant change in the compression modulus of the dry eye cell layers. However, there is embrittlement in dry eye cell layers upon decompression. Healthy cell layers with intact mucins show strong ductility and viscoelasticity, and their original states are not recovered upon decompression.
DOI: 10.17632/wdjzftxyfd.1
title: A GIS PROTOCOL FOR ENHANCING THE SELECTION OF AGRICULTURAL RUNOFF SAMPLING LOCATIONS AND PREDICTING THE LOCATIONS OF POTENTIAL POLLUTANT TRANSPORT IN THE UPLAND ENVIRONMENT

description: This study presents an ArcGIS geoprocessing protocol for quickly processing large amounts of data from publicly available government sources to consider both water quality standards (WQS) and nonpoint pollution source (NPS) control, on a watershed-by-watershed basis to administratively predict locations where nonpoint source pollutants may contribute to the impairment of downstream waters and locations where nonpoint source pollutants are not expected to contribute to the impairment of downstream waters. This dissertation also presents an ArcGIS geoprocessing protocol to calculate the hydrological response time of a watershed and to predict the potential for soil erosion and nonpoint source pollutant movement on a landscape scale. The standardized methodologies employed by the protocol allow for its use in various geographic regions. The methodology has been performed on sites in Linn County and Boone County, Missouri, and produces results consistent with those expected from other widely accepted methods.  These protocols were developed studying the movement of atrazine. but may be used for various nonpoint source pollutants that are water soluble, have an affinity to soil binding, and associated with a particular land use. All data and code are available in Mendeley Data (doi: 10.17632/wdjzftxyfd.1).
DOI: 10.6084/m9.figshare.19725118
title: Nokes Experimental Forest: Leaf Temperature, Stem Radius, and Environmental Condition Data

description: This project contains data and scripts used in the Weygint et al. (2022) manuscript, which was recently submitted to Ecosphere. Specifically, this project contains two data files, one which was used to determine the relationship between photoperiod and the probability of stem radial growth, and the other which was used to explore relationships between conifer leaf temperatures and diurnal stem radial variations using generalized additive mixed models. There are also four R scripts (R Core Team 2021) included here. The first script, titled "Weygint_etal-2022_Question1_Models-Figures" creates GAMMs used to explore the first question asked in Weygint et al. (2022): "Can we use leaf temperature and environmental conditions to predict daily tree water status?" There is also code included to visualize these relationships. The second R script is titled "Weygint_etal-2022_Question2_Models-Figures" and it creates GAMMs to explore the second question asked in Weygint et al. (2022): "Can we use leaf temperatures and environmental conditions to predict daily stem radial growth?" This script also contains code to visualize the observed relationships. The third R script, titled "Weygint_etal-2022_LogisticRegressionModels" creates logistic regression models to determine how the probability of stem radial growth changes with seasonal variability in photoperiod. The final R script, titled "Weygint_etal-2022_SummaryStats-Fig3" calculates summary statistics for the important environmental conditions used in this project. It also creates plots of each of these environmental variables which are included in the manuscript of Weygint et al. (2022) as Figure 3. References: R Core Team. 2021. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/. Weygint, W.A., Eitel, J.U.H., Maguire, A.J., Vierling, L.A., Johnson, D.M., Campbell, C.S., Griffin, K.L. 2022. Leaf temperatures and environmental conditions predict daily stem radial variations in temperate coniferous forests. Submitted to Ecosphere.
DOI: 10.6084/m9.figshare.19730083
title: Building an interpretable overweight risk prediction model based on machine learning

description: Supplemental 1: The distribution of participants. Supplemental 2: Correlation analysis between population characteristic. Supplemental 3: Distribution of missing values in participants. Supplemental 4: The classification report of different models. Supplemental 5: Accuracy of the models. Supplemental 6: The variables importance output by SHAP.
DOI: 10.6084/m9.figshare.19730083.v1
title: Building an interpretable overweight risk prediction model based on machine learning

description: Supplemental 1: The distribution of participants. Supplemental 2: Correlation analysis between population characteristic. Supplemental 3: Distribution of missing values in participants. Supplemental 4: The classification report of different models. Supplemental 5: Accuracy of the models. Supplemental 6: The variables importance output by SHAP.
DOI: 10.15482/usda.adc/1526418
title: Data from: Thermal tolerance regulates foraging behavior of ants

description: Data files for manuscript titled "Thermal tolerance regulates foraging behavior of ants".
Metadata is contained within excel file that describes all variables for each tab.
Abstract from paper:
1.  Theory suggests that performance increases with temperature up to an optimization point before rapidly decreasing as an animal approaches its upper thermal limit. Here we use the red harvester ant, Pogonomyrmex barbatus, to test predictions about how daily temperature fluctuations and thermal tolerance combine to influence one metric of performance — foraging.
2.  Over two years, we tracked 322 foraging trips from 15 colonies in a mixed grass prairie of southwestern Oklahoma. During each trip, we measured surface temperature, distance, time, worker mass, seed mass, and foraging tempo (i.e. running speed). To assess P. barbatus heat tolerance, we measured CTmax and knock-down resistance of field-collected workers in the lab.
3.  Trip time, but not distance, decreased with increasing temperature, resulting in an increased foraging tempo as ants neared their CTmax of 50°C. Knock-down resistance trials confirmed that 50°C is an upper thermal limit, as individuals showed decreasing survival from 100% at 45°C to 0% at 50°C. Worker size and collected seed size were unrelated to temperature.
4.  Our results highlight how daily temperature fluctuations drive activity, not only by limiting foraging but also by increasing foraging rates near the thermal limit. If temperatures continue to increase, the foraging ability of this and similar species may be restricted to an ever-narrowing window with effects potentially extending to the surrounding community.
This research was supported by funding from Cameron University to Diane V. Roeder.
DOI: 10.24400/802406/h9ps-353q
title: Ulysses/URAP daily Flux Density - Dynamic Spectra (Postscript)

description: This dataset contains daily plots of the URAP radio data (flux density dynamic spectra) in the whole nominal range of 76 frequencies, from 1.25 to 940 kHz. They are produced from the 192-s averaged data measured in SFU (solar flux units) : 1 SFU = 10^-22 W/m2/Hz. There exist data gaps caused by missing data, telemetry errors, or by in-flight internal calibrations or URAP Sounder operations. Those with a duration less than 5 data will be filled up by linear interpolation. This results in a better identification of solar radio activity. In some occasions, changes in the receiver mode or frequency list may lead to a lesser number (than 76) of observing frequencies. Missing consecutive frequencies, when less than 3, will be filled up by linear interpolation in the dynamic spectra. *Background Subtractions One important item to be considered in the plots is the background level and subtraction from the data. For each frequency, the background level used is the lowest 1% of the data within the time interval considered (1 day, 7 days or 27 days). In the plots using a logarithmic scale, the data are displayed in units of log10 (total power/background power) with power in SFU. The associated gray scale bar is plotted in units of decibels above background = 10 * log10 (total power/background power). It is worth noting that this type of background determination and subtraction will nearly remove any signal at a given frequency that is constant throughout the plot, e.g., 1 day. Examples are the plasma thermal noise background and onboard radio frequency interference levels. *Spacecraft Location In the plots, at the lower left, the spacecraft location at the start time of the plot is given, from left to right, as heliodistance in AU, heliolatitude (positive for North) and heliolongitude (with respect to Earth, positive for West) in degrees. In addition, for the periods around the close (8 Feb. 1992) and far (5 Feb. 2004) encounters with Jupiter, it is also given in Jovian coordinates, as jovidistance in AU and latitude in degrees (positive for North) with respect to Jupiter's magnetic dipole.
DOI: 10.18716/fd-lex/882
title: SCHRIFT II. Forschungsprojekt : Schreiben im Fachunterricht in der Sekundarstufe I unter Einbeziehung des Türkischen
title: SCHRIFT II : writing skills in lower secondary school and the involvement of Turkish

description: The starting point of the interdisciplinary BMBF-Project "Schreiben im Fachunterricht unter Einbeziehung des Türkischen" or "Writing skills in lower secondary school and the involvement of Turkish" (SchriFT, 2014--2020) includes the assumption, that writing and reading texts in various subjects is beneficial to the sustainable processing and structuring of subject matters. Furthermore SchriFT II offers potential for language learning.  From 2017 to 2020, the second funding phase SchriFT II proceeded and brought together scientists from various didactic fields (such as didactics of history, physics, politics, and technology) as well as the Institutes of German as a Second and Foreign Language and the Institute for Turkish Studies. As part of the empirical intervention project, a subject-specific promotion of writing skills was developed. In SchriFT II teaching concepts, that use text-type-based writing oriented on linguistic-cognitive actions as a learning medium (e.g., experimental protocol in physics lessons, technical analysis in technology lessons, judgements in history and politics lessons, instructional texts in German and Turkish), were developed and empirically tested. The goal was to revise, if the promotion of writing skills during the intervention in classes 7 and 8 at a comprehensive school in the state of North Rhine-Westphalia could provide positive effects to the subject-specific writing skills and learning as well as writing skills across subjects. Interfaces between the subjects were identified, which are suitable for developing students cross-subject writing language skills. In this context, the speech actions describing, explaining and reasoning were identified as speech actions, that offer cognitive scaffolds (e.g., the precise description), and as linguistic devices (e.g. connectors, impersonality), that work across disciplines. On the other hand, they offer subject-specific scaffolds (e.g., structured description in the experimental protocol) and linguistic devices (e.g., causal sentence patterns in the reasoning of a political judgement).