cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cwhd82ggg3
title: Enhancement of Soil Structure in Sloping Cropland of Karst Areas through "Preferential Entrainment" of Contour Reverse-slope Terrace

description: Soil aggregates (including large aggregates (&gt;2 mm), medium aggregates (2–0.25 mm), and microaggregates (&lt;0.25 mm)) enhance soil fertility by regulating soil structure and conserving carbon and nitrogen, and affect the ecological construction effect, especially in fragile karst areas with weak soils, high risk of erosion, and high demand for agro-mechanical technologies. This study revealed the significant effects of different ecological construction measures (contour reverse-slope terrace (implemented for 1 year on the basis of sloping cropland), natural vegetation restoration (implemented for 6 years), plantation forest (planted for 7 years), and meridian forest (planted for 6 years) on the content and stability of soil agglomerates, and the changes of carbon and nitrogen contents within the aggregates in the karst landscape, compared with the traditional sloping cropland (38 years of continuous cropping) as a control. The results showed that macroaggregates play a key role in promoting soil structural stability and ecological functions, while microaggregates are the main contributors to soil carbon and nitrogen pools. The contour reverse-slope terrace significantly promoted the formation of medium aggregates and microaggregates, and enhanced the spatial heterogeneity of organic carbon and total nitrogen through the mechanism of “preferential entrainment”, which increased the content of medium aggregates by 34.76%, and the geometric mean diameter and weight by 27.21% and 18.11%, respectively, comparing with sloping cultivated land in the 38–year period. The SOC contribution of large and medium agglomerates increased by 3.21% and 8.55%, respectively, and the total nitrogen contribution of medium agglomerates increased by 12.95%. The natural vegetation restoration measures have the best contribution to carbon and nitrogen pools among all ecological measures, highlighting their advantages in improving ecosystem functions in fragile karst areas. These findings contribute to the understanding of the effects of ecological construction in the southwestern karst region.
DOI: 10.17632/rczv8w3zm2
title: Risk of Exercise Addiction and Passion in Three Exercise forms After Controlling for Exercise Volume and Intensity

description: This is an online study of 424 exercisers who trained in aerobic, anaerobic or mixed (both, represented by CrossFit practitioners) forms of exercise. The study aimed to uncover whether after controlling for exercise volume and intensity there are differences between these three groups in passion and the risk of exercise addiction.
DOI: 10.17632/zt7hg3mz2w
title: COVID-19 vaccines versus pediatric hospitalization. Rosa Duque et al

description: Jaime S. Rosa Duque, Daniel Leung, Ka Man Yip, Derek H.L. Lee, Hung-kwan So, Wilfred H.S. Wong, Yu Lung Lau. COVID-19 vaccines versus pediatric hospitalization. Cell Rep Med, (in press). Source data.xlsx and R code.R.
DOI: 10.6084/m9.figshare.27210594.v1
title: <b>Code and data: Cognitive perception of circulating oxygen in seals is the reason they don’t drown.</b>

description: Code and data presented in paper
DOI: 10.6084/m9.figshare.28204094.v1
title: Hippophae neurocarpa

description: Hippophae neurocarpa distributions
DOI: 10.6084/m9.figshare.3521990.v1
title: Appendix A. Exponential growth in a well-mixed river.--This appendix demonstrates solutions for Eqs. 1–3, for both high-velocity and low-velocity cases.

description: Exponential growth in a well-mixed river.--This appendix demonstrates solutions for Eqs. 1–3, for both high-velocity and low-velocity cases.
DOI: 10.17632/bk469frn5h
title: K-drama as a cultural marketing media: Prediction of continuance intention to watch K-drama

description: Data was collected from 406 K-drama fans, then analyzed using a structural equation model.
DOI: 10.17632/k64vgsz2rt
title: Dataset#1 Results of archaeo- and ethnozoological study of the settlement of the Late Bronze Age Chernorech'e 2

description: Dataset contains primary data, bone measurement data and a list of pathologies. The daraset is devoted to the analysis of archaeozoological and ethnosoological materials, which are represented by the settlement of Chernorech'e 2 and modern animal husbandry in the valley of the Uy River. The main period of the settlement's functioning is associated with the Alakul culture of the Late Bronze Age of the Southern Urals (XVII-XV centuries BC). The purpose of the article is to reconstruct animal husbandry based on the analysis of the bones of livestock and data obtained during the study of the river valley adjacent to the monument. Bones from the settlement of Chernorechye 2 were analyzed using standard and generally accepted archaeozoological methods. Analysis of the archaeozoological collection made it possible to reconstruct the cattle-breeding character of the village throughout its existence. The inhabitants of the monument comprehensively exploited cattle, sheep, goats and horses. Paleopathological analysis revealed no basis for reconstructing the working use of bulls and horses. Joint analysis of archaeozoological and ethnozoological data allows us to propose a settled model pof pastoralism as the highest priority for the settlement of Chernorechye 2. The buildings of the settlement were used as a stable for livestock.
DOI: 10.6084/m9.figshare.26196242.v2
title: Technical validation

description: Ensuring equitable access to health services is crucial for public welfare and social equity, and is a key objective of the United Nations' Sustainable Development Goals (SDGs). However, existing datasets often define hospital accessibility using travel time to hospitals in geographic dimension only, without considering the supply (hospital capacity) and demand (population distribution) dynamics. To overcome this limitation, we developed and validated a national-scale 1 KM map of both hospital travel time and hospital accessibility in China. We used Gaussian two-step floating catchment area (Ga2SFCA) model to calculate hospital accessibility, incorporating hospital capacity and service population. Various file types and statistical indicators are provided, making the dataset highly accessible for non-specialists. The dataset fills the gap in publicly available nationwide hospital accessibility data for China and can serve as a critical tool in optimizing resource allocation and developing targeted strategies to improve healthcare equity.
DOI: 10.17632/z73f3dhs6m
title: CV & mental in COVID

description: With the COVID-19 pandemic lasting over a year and affecting all continents, a new problem has arisen, that of convalescents, who continue to have various symptoms at more than 4 and up to 12 weeks after the acute disease, the so called post-acute COVID-19 syndrome. In this article, we tried to determine, if previously healthy adults, with post-acute COVID-19 syndrome also have cardiac complications related to the number of persisting symptoms, the Quality of Life scores and the initial pulmonary injury. We evidenced, by transthoracic echocardiography, at about a quarter of the 150 participants in our study, cardiac abnormalities (pulmonary hypertension, systolic and diastolic dysfunction, pericarditis), their gravity being significantly correlated with the severity of COVID-19, the number of weeks passed since the acute illness, with the number of persisting symptoms, and the quality of life. Post-acute COVID-19 is a recently proposed term which aims to characterize the various symptoms persisting after an acute SARS-CoV-2 infection, their severity being explained partially, by residual multi-system alterations with important impact on the functional status and quality of life of the affected individuals. "Victor Babes" University of Medicine and Pharmacy Timisoara, Romania
DOI: 10.6084/m9.figshare.11288939.v2
title: Data.xlsx

description: This dataset contains subject information, strength data, synergy weights and activations of children with Duchenne muscular dystrophy and typical developing children and is used in the paper: Muscle Weakness has a Limited Effect on Motor Control of Gait in Duchenne Muscular Dystrophy
DOI: 10.7910/dvn/s67kvf
title: AET_originakldata

description: The data for autoethnographic research conducted in a Japanese Night School.
DOI: 10.17632/pny2rbrkpx
title: Effect of NPSB fertilizer rates on growth and yield of carrot(Daucus carotaL.) varieties

description: When looking at how different amounts of NPSB fertilizer affect the growth and yield of different types of carrots (Daucus carota L.), the dataset usually has a number of different parameters that show how the different fertilizer treatments affect the carrots' performance. Here’s a detailed description of what such a dataset contains: In this study, the study area was located in the Gondar surrounding district, Ethiopia. The experiment consisted of two carrot (Nates and Haramaya 1) varieties and six nutrient levels of NPSB fertilizer rates in a randomized complete block design with three replications. The data was collected phenology, growth, and yield parameters. Data were subjected to the Analysis of Variance (ANOVA) using SAS version 9.4 software and general linear model (GML) procedures. Treatment means were separated by the least significant difference (LSD) at 1 or 5% level of significance, depending on the ANOVA result. Correlation analysis was carried out by calculating simple linear correlation coefficients between growth and yield.
DOI: 10.6084/m9.figshare.10006412.v1
title: R script for simulation study from Effects of marker type and filtering criteria on <i>Q</i><sub>ST</sub>-<i>F</i><sub>ST</sub> comparisons

description: Comparative studies of quantitative and neutral genetic differentiation (<i>Q</i><sub>ST</sub>-<i>F</i><sub>ST</sub> tests) provide means to detect adaptive population differentiation. However, Q<sub>ST</sub>-<i>F</i><sub>ST</sub> tests can be overly liberal if the markers used deflate <i>F</i><sub>ST</sub> below its expectation, or overly conservative if methodological biases lead to inflated <i>F</i><sub>ST</sub> estimates. We investigated how marker type and filtering criteria for marker selection influence <i>Q</i><sub>ST</sub>-<i>F</i><sub>ST</sub> comparisons through their effects on <i>F</i><sub>ST</sub> using simulations and empirical data on over 18 000 <i>in silico</i> genotyped microsatellites and 3.8 million SNP loci from four populations of nine-spined sticklebacks (<i>Pungitius pungitius</i>). Empirical and simulated data revealed that <i>F</i><sub>ST</sub> decreased with increasing marker variability, and was generally higher with SNPs than with microsatellites. The estimated baseline <i>F</i><sub>ST</sub> levels were also sensitive to filtering criteria for SNPs: both minor alleles and linkage disequilibrium (LD) pruning influenced <i>F</i><sub>ST</sub> estimation, as did marker ascertainment. However, in the case of stickleback data used here where <i>Q</i><sub>ST</sub> is high, the choice of marker type, their genomic location, ascertainment and filtering made little difference to outcomes of <i>Q</i><sub>ST</sub>-<i>F</i><sub>ST</sub> tests. Nevertheless, we recommend that <i>Q</i><sub>ST</sub>-<i>F</i><sub>ST</sub> tests using microsatellites should discard the most variable loci, and those using SNPs should pay attention to marker ascertainment and properly account for LD before filtering SNPs. This may be especially important when level of quantitative trait differentiation is low and levels of neutral differentiation high.
DOI: 10.17632/6fx22vj6g6
title: Dataset of tweets in English language about the COVID-19 pandemic for binary sentiment analysis

description: This dataset is aimed to the task of sentiment analysis in tweets about the COVID-19 pandemic. There are 3 versions of the dataset,  composed by 186,000, 132,000, and 82,000 tweets in English language with stopwords removal, respectively. Positive tweets have polarity equal to 1, while negative tweets have polarity equal to 0 in all versions.
All datasets were selected, cleaned and organized from the public dataset available at <https://ieee-dataport.org/open-access/coronavirus-covid-19-tweets-dataset>.
The datasets are accompanied by embedding matrices generated from the pre-trained Word2Vec shallow neural network available at <https://data.mendeley.com/datasets/t8bxg423yk/1>.
DOI: 10.17632/p57skxcw8b
title: Data for: Combining multi-physical measurements to quantify bedload transport and morphodynamic interactions in an Alpine braiding river reach

description: These files include measurements made on the Séveraisse river (May-June 2018, Ecrins massif, French Alps) and presented in Misset et al. (submitted in Geomorphology): - Bedload transport and flow measurements, - Transported grain size distribution measurements, - River bed grain size distribution using the non-truncated Wolman count technique (beginning and end of the field survey).
DOI: 10.17632/w3pdg22jy3
title: Transactional BMS-WebView-1

description: The statistical details of this dataset were provided below:

Database size (total no of transactions) : 59009
Number of items : 494
Minimum Transaction Size : 1
Average Transaction Size : 2.506905726245149
Maximum Transaction Size : 267
Standard Deviation Transaction Size : 4.85639744860628
Variance in Transaction Sizes : 23.584995863553335
Sparsity : 0.9949252920521353

Please cite the following reference:

Rage Uday Kiran, Masaru Kitsuregawa: Efficient discovery of correlated patterns using multiple minimum all-confidence thresholds. J. Intell. Inf. Syst. 45(3): 357-377 (2015)

URL: https://link.springer.com/article/10.1007/s10844-014-0314-7

Disclaimer: This dataset was downloaded from fimi repository - http://fimi.uantwerpen.be/data/
DOI: 10.17632/yb9rmfjzc2
title: Handwritten Devanagari Characters – Vowels, Consonants and Numerals for Devanagari CAPTCHA generation (44,000 Isolated images)

description: Designing Handwritten Devanagari CAPTCHA, selected only 34 alphabet images and  rejected 19 images from character set so that it does not create any confusion for humans for identification and retain its usability.
The data set contains handwritten samples of Devanagari Vowels, Consonants and numerals  (i.e., 4 Vowels, 30 Consonants and 10 numerals). In total the dataset contains 44 different Devanagari characters. The data is collected on a canvas created using python. More than hundred  (100 +)  Devanagari language users  of all age groups are selected including left handers and right handers. Each user write 440 characters (44 characters * 10 times) on the canvas. In total  44,000 (Forty Four Thousand) character images were collected. 
Data is  pre-processed and resized, and stored in a publicly accessible location. By removing the occluded images and scribbles, the final data set contains a total of 44,000 digitized images where 10,000 Devanagari Numerals (10 numerals  * 1000 of each) , 4000 Vowels (4 Vowels  * 1000 of each), 30,000 consonants ( 30 Consonants * 1000 of each). Each image is in.jpeg format and has a grayscale data type. Image Resolution is 65 by 65, 1.5 kb of storage were needed. Thus, whereas a total of 50 MB of date storage was needed, 162 MB were actually required.
This data separated manually into respective folders. The data is also available in the form of CSV files with training and testing sets with labels attached. The data set also available in  .zip format.

Numeral's (10)  - ०  १  २  ३  ४  ५  ६  ७  ८  ९, Vowels(4) - अ इ उ  ए , Consonants (30)- क ख ग घ च  छ ज झ ट ड ढ ण त  थ  द  ध न प ब भ म य र ल व श ष स ह ळ
DOI: 10.17632/43dwkr2fh2
title: Data for: Does Land Use Affect Pathogen Presence in New Zealand Drinking Water Supplies?

description: The presence adn/or abundance of 4 microbes (Campylobacter spp., Escherichia coli, Cryptosporidium spp. and Giardia spp.) monitored in 16 waterways that supply public drinking water for 13 New Zealand towns and cities. Over 500 samples were collected from the abstraction point at each study site every three months between 2009 and 2019.
DOI: 10.17632/t3m3dk96zp
title: Kiwifruit cutting

description: This dataset will provide researchers and academicians an idea of how humic acid and seaweed extract affected the growth and rooting of kiwifruit cuttings.
DOI: 10.17632/vdv92tb7r9
title: Data for: Female Board Representation, Risk-taking and Performance: Evidence from Dual Banking Systems

description: This dataset is used for the empirical analysis of our study.
DOI: 10.17632/7smtyg5y7n
title: Supplementary material_Vitamin D and COVID-19 systematic review and meta-analysis

description: The supplementary data file contains the following sections:
1. Search strategy: Search strategy used for the systematic review in databases PubMed, EMBASE, Scopus, Web of Science and Cochrane library.
2. Data extraction sheet - the tool used to extract data from selected research articles
3. Summary of excluded studies - A table of studies that were excluded from the systematic review and meta-analysis after perusing the full-text.
4. Risk of bias of individual studies - risk of bias across five domains in all selected studies, illustrated individually.
5. Statistical analyses for the association between low vitamin D and susceptibility to COVID-19: Outcomes of Funnel plot, Egger's test, sensitivity analysis, subgroup analysis, meta-regression (with model comparisons) conducted with R software for the above association.
6. Comparison of vitamin D levels in people with and without COVID-19: Funnel plot, Egger's test, sensitivity analysis performed using R software.
7. Statistical analyses for the association between low vitamin D and severe COVID-19: similar to section 5.
8. Comparison of vitamin D levels in people with severe and non-severe COVID-19: similar to section 6.
9. Statistical analyses for the association between low vitamin D and death due to COVID-19: similar to section 5.
10. Comparison of vitamin D levels in survivors and non-survivors of COVID-19: similar to section 6.
DOI: 10.17632/8k2wtzt48b
title: Loss in life expectancy in patients with stage II-III cutaneous melanoma in Sweden: a population-based cohort study

description: Supplementary data to the article: Loss in life expectancy in Patients with Stage II-III cutaneous melanoma in Sweden: a population-based cohort study

Supplemental figure 1. Flowchart of the total number of patients with invasive cutaneous melanoma (CM) identified from the Swedish Melanoma Registry (SweMR) and exclusions.
Supplemental figure 2. Life expectancy (LE) following a CM diagnosis by age, sex, and stage at diagnosis, with 95% confidence intervals (in black dashed lines). Blue lines correspond to the LE of the general population (in the absence of CM). 
Supplemental figure 3. The proportion of life lost (PLL) following a CM diagnosis by age, sex, and stage at diagnosis with 95% confidence intervals (in dashed lines).
Supplemental figure 4. LE following a cutaneous melanoma (CM) diagnosis by age and stage at diagnosis of stage II-III CM for males (a) and females (b), respectively, with 95% confidence intervals (in dashed lines). Blue lines correspond to the LE of the general population (in the absence of CM).
Supplemental figure 5. Loss in life expectancy (LLE) following a cutaneous melanoma (CM) diagnosis by age and stage at diagnosis of stage II-III CM for males (a) and females (b), respectively, with 95% confidence intervals (in dashed lines). 
Supplemental figure 6. PLL following a cutaneous melanoma (CM) diagnosis by age and stage at diagnosis of stage II-III CM for males (a) and females (b), respectively, with 95% confidence intervals (in dashed lines).
Supplemental table 1. Clinical characteristics of stage II-III CM patients diagnosed in Sweden between 2005 and 2018.
Supplemental table 2. Age-specific estimates of LE (in years), LLE (in years) and PLL (%) after a CM diagnosis by stage for males, with 95% confidence intervals.
Supplemental table 3. Age-specific estimates of LE (in years), LLE (in years) and PLL (%) after a CM diagnosis by stage for females, with 95% confidence intervals.
DOI: 10.6084/m9.figshare.29002502.v2
title: 2.4. Z Pearson's Correlation Pre-test (Output Data) - Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level

description: Pre-test analysis Z variable (stress level) results using IBM SPSS Statistics 26 for research title "Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level".
DOI: 10.17632/22hpw2xn3x
title: JARE61 Waves in Ice Observations 

description: The 61st Japanese Antarctic Research Expedition (JARE61) departed from Narita, Japan on November 27 2019 and set sail on the Japanese Icebreaker, the Shirase, from the port of Fremantle in Australia, their destination Syowa Station, Antarctica. One of the key research projects of JARE61 was to study the Ocean-ice Boundary Interaction and Change around Antarctica. In support of this project and in collaboration with the University of Tasmania, Australia and National Institute of Water and Atmospheric Research, New Zealand, five wave ice sensors were deployed off the Sabrina coast during the inbound leg to the Syomwa Station. 

The aim of this project was to observe wave propagation in the marginal ice zone (MIZ). Each sensor performed on-board spectral analysis and data quality control. The data was returned via Iridium data packets. The instrumentation development, construction and deployment was funded through the Australian Research Council Discovery Project DP170103774. The science development and analysis was funded through New Zealand's National Institute of Water and Atmospheric Research Core Funding. The wave sensors were manufactured by P.A.S. Consultants P/L, Melbourne, Australia.

The sensors were deployed on the 9th and 10th of December 2019 along the longitude 120ºE. Three sensors were deployed along the ice edge, one was deployed in low sea ice concentration and another in high sea ice concentration. For all deployments, the sea ice primarily consisted of pancakes with gaps generally filled with frazil or brash ice. Wave spectra and spectral moments were captured over 11 minutes and returned via IRIDIUM Satellite. In total, 4402 wave records were captured over 6 months (from 10th December 2019 to 12th June 2020).
DOI: 10.6084/m9.figshare.28280099.v1
title: Grain size for surface sediments and loess in the Western Pamir Plateau.xlsx

description: Grain size for surface sediments and loess in the Western Pamir Plateau
DOI: 10.17632/7dxhwcvh5z
title: Pattern of Glaucoma Management (Ghana)

description: Data of a survey of Ghanaian eye care professionals eliciting information on their preferred management practices of Glaucoma. the survey was made available for a month to members of the three professional bodies which represent ophthalmologists, optometrists, and ophthalmic nurses in Ghana.  The survey collected data on the demography of practising professionals who provide glaucoma care, their knowledge of glaucoma pathology, diagnostic practices, and therapeutic practices.
This data provides valuable information about how Ghanaian eyecare professionals approach the medical management of glaucoma, allowing a comparison to approaches proposed by such bodies as the AOA, AAO< Japanese OSG etc.