cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3453332.v1
title: Provenance of late Palaeozoic terrestrial sediments on the northern flank of the Mid North Sea High: detrital zircon geochronology and rutile geochemical constraints

description: Zircon U–Pb and rutile trace element data are used to investigate the provenance of late Devonian to early Permian terrestrial sandstones in the Embla and Flora oil fields on the north flank of the Mid North Sea High, central North Sea. Two Old Red Sandstone samples (ORS 1) are dominated by 1.2–0.9 Ga Grenvillian zircons and low- to medium-grade rutile, with sparse Cambro-Ordovician Caledonian zircons (2–4%) and high-grade rutiles (0–5%). The samples are interpreted as recycled metasediments from the Scottish Caledonides. Two other Old Red Sandstone samples (ORS 2) contain a high proportion of Caledonian, mainly Silurian zircons (15–19%) and high-grade rutiles (15–18%); we propose that these components are traceable to the Krummedal sequence on East Greenland (and related sediments). We interpret the data to reflect a temporal evolution of the regional drainage system from northwestern to northeastern sources, with high-grade detritus reaching the Mid North Sea High in the Famennian–early Carboniferous. A late Carboniferous and an early Permian sandstone yielded zircon and rutile signatures compatible with recycling of Palaeozoic sediments north of southernmost Scotland, probably reflecting inversion tectonics. Recycling of Mesoproterozoic to Palaeozoic sediments is thus a prominent feature of the studied late Palaeozoic sandstones.
DOI: 10.6084/m9.figshare.6448325.v1
title: Technology Companies Analyzed Based on the Multidimensional Work Motivation Scale

description: Abstract This article aims to analyze the motivational factors, using the Self-Determination Theory (Deci & Ryan, 1985) and the application of the Multidimensional Work Motivation Scale (MWMS) (Gagné et al., 2014; Santos et al., in press) among workers in technology companies in Southern Brazil. The data collection included 256 respondents of the questionnaire and 06 semi-structured interviews, therefore being a quantitative-qualitative research with a descriptive nature. In the quantitative step, we applied the Confirmatory Factor Analysis (CFA), scale reliability analysis by Cronbach’s alpha coefficient and other statistical tests. The qualitative step was treated through content analysis. The main results indicate that these workers are primarily oriented by Autonomous Motivation, followed by Controlled Motivation. It should be noted that the Demotivation factor was not evidenced in the set of workers studied. We recommend that motivation be addressed jointly at the organizational, leadership and individual levels, covering more elements that can leverage worker well-being and consequently improve organizational results.
DOI: 10.6084/m9.figshare.8068262.v2
title: A novel noise-adapted two-layer ensemble model for credit scoring based on backflow learning

description: 在该实验中，研究了来自UCI机器学习库的三个信用数据集，即澳大利亚，日本和波兰的信用数据集。这些数据集非常受欢迎，并被数据挖掘分析师广泛研究。 澳大利亚信用数据集包含690个样本，其中307个为阳性，383个为阴性。除类标签之外的输入空间的维度为14，其中六个属性是连续的，八个是分类的。已经修改了分类属性的标签，以方便将来的计算。例如，仅包含三个不同类的分类属性的标签被修改为“1”，“2”和“3”。 日本信用数据集包含690个样本，输入空间的维数为15.日本和澳大利亚数据集都相似，因为它们表现出相同的正负比和输入空间的相似维度。日语信用数据集中的分类属性标签尚未修改。 波兰信用数据集包含7027个样本，输入空间的维数为65.波兰信用数据集选自波兰制造公司的2007年财务报表，以预测2012年这些公司的破产状况。分类属性的标签波兰的信用数据集尚未修改。<br>
DOI: 10.17632/59g536yght
title: Source code for a hybrid high dimensional automated guided vehicle system design

description: This code source is a simulation of a hybrid high dimensional automated guided vehicle system design model in python. In fact, our approach aims to solve the problem of dimension growth in a convex 2D environment of an Automated Guided Vehicle System (AGVS), using a Deep reinforcement learning control system of kernels with low dimensions.
DOI: 10.6084/m9.figshare.19070084.v2
title: A global map of planting years of plantations

description: The dataset has a spatial resolution of 30 m. It is in a GeoTIFF format and has three bands named "plantyear" ,"startyear" and "species", which describe the planting years and the species of trees, and the year in which Landsat TM, ETM+ and OLI data began to accumulate. The "startyear" band should be used as the Quality Assessment (QA) band for this dataset because the supplementary value from 1982 to the start year may contain erroneous LandTrendr estimates of planting years.<br>The values of the three bands range from 1981 to 2019, 0 to 2020 and 1 to 190, respectively. For the "plantyear" band, a value of 1981 means the planting year was before 1982, and values from 1982 to 2019 correspond to the planting years. A value of 0 in the "startyear" band indicates that no Landsat data from June to September was obtained for the pixel during the period 1982–2020. Values from 1 to 1981 are not present and values 1982–2020 show the year when Landsat data started to accumulate. Values 1–190 in the "species" band represent tree species provided by the SDPT.
DOI: 10.6084/m9.figshare.21804411.v1
title: moleculardockingand2d3dinteractionsresults.zip

description: Obesity is an upsurge in body fat and is associated with a number of cardiovascular and metabolic conditions, including type-2 diabetes, atherosclerosis, dyslipidemia, hypertension, and several malignancies. Ketogenic diet, which is high in fat and protein and very low in carbohydrates, has become one of the most researched options for weight loss in recent years. It has also recently gained recognition as a metabolic therapy for its efficacious methods in the prevention and treatment of cancer, type 2 diabetes, obesity, and other illnesses. This study was carried out to investigate the interaction of ketogenic diet end products <em>in vivo</em>, the ketone bodies; acetoacetate, acetone and beta-hydroxybutyrate on selected obesity related proteins including ghrelin, leptin, Fat mass and obesity-associated (FTO) protein (PDB id: 3LFM), catalase, superoxide dismutase and 3-hydroxyl-3-methylgluatarate Co-A reductase (HMG CoA reductase). <em>In silico</em> docking simulations of the proteins and ligands was done using high computing tools and soft wares. The results revealed varied docking scores based on interactions between the proteins and ligands. The standard drugs and ketone bodies exhibited good docking scores for all the proteins docked, although the standard drugs had slightly higher scores in most cases except for FTO, for which the ketone bodies had higher docking scores. This implies the FTO-ketone bodies complex might activate the inhibition of fatty acid synthesis leading to reduction in stored fat. This study concludes that ketone bodies obtained from ketogenic diets may serve as an adjuvant therapy in the management of obesity with reduced risk of toxicity compared with conventional therapy.
DOI: 10.6084/m9.figshare.22147157.v1
title: Supplementary Material for: Computed Tomography–Defined Sarcopenia in Outcomes of Patients with Unresectable Hepatocellular Carcinoma Undergoing Radioembolisation: Assessment with Total Abdominal, Psoas, and Paraspinal Muscles

description: Introduction: Sarcopenia is an adverse prognostic factor in patients with liver cirrhosis and hepatocellular carcinoma (HCC). Image-based sarcopenia assessment allows a standardized method to assess abdominal skeletal muscle. However, which is an index muscle for sarcopenia remains unclear. Therefore, we investigated whether sarcopenia defined according to different muscle groups with computed tomography (CT) scans can predict the prognosis of HCC after radioembolization. Methods: In this retrospective study, we analyzed patients who underwent radioembolization for unresectable HCC between January 2010 and December 2019. Before treatment, the total abdominal muscle (TAM), psoas muscle (PM), and paraspinal muscle (PS) areas were evaluated using a single CT slice at the third lumbar vertebra. In previous studies, sarcopenia was determined using the TAM, PM, and PS after stratifying by sex. Finally, we investigated each muscle-defined sarcopenia to decide whether or not it can serve as a prognostic factor for overall survival (OS). Results: We included 92 patients (74 men and 18 women). TAM, PM, and PS areas were significantly higher in the men than in the women (all p &lt; 0.05). The patients with sarcopenia defined using PM, but not TAM and PS, exhibited significantly poorer OS than those without sarcopenia (median 15.3 vs. 23.8 months, p = 0.034, 0.821, and 0.341, respectively). After adjustment for clinical variables, such as body mass index, liver function, alpha-fetoprotein level, clinical staging, treatment response, and post-treatment curative therapy, PM-defined sarcopenia (hazard ratio: 1.899, 95% confidence interval: 1.087–3.315) remained an independent predictor for the poor OS. Conclusion: CT-assessed sarcopenia defined using PM was an independent prognostic factor for the poorer prognosis of unresectable HCC after radioembolization.
DOI: 10.6084/m9.figshare.24922725.v1
title: A daily gap-free normalized difference vegetation index dataset from 1981 to 2023 in China

description: The daily gap-free NDVI product covers a spatial extent of 18.16°N to 53.56°N and 73.44°E to 135.09°E with a spatial resolution of 0.05°. The NDVI product from June 24, 1981 to May 10, 2023 is available at figshare repository. The NDVI data for each year is individually stored as a standard Network Common Data Form, version 4 (NetCDF-4, NC4) format and a total of 43 NC4 files are provided. The file names follow the structure of “Daily_Gap-filled_NDVI_YYYY.nc4”, where “YYYY” represents the year. Additional information, such as the scale factor, is stored in the files.
DOI: 10.6084/m9.figshare.26004370.v1
title: <b>A telomere-to-telomere genome of wild soybean with resistance to multiple soybean cyst nematode races</b>

description: Wild soybean is a promising source of novel genes for efficient soybean improvement due to its substantial genetic diversity. However, the previous version of wild soybean reference genome contains a significant number of missing segments. We reported here a telomere-to-telomere gap-free reference genome of YSD56, a wild soybean accession with resistance to multiple soybean cyst nematode races. <i>YSD56_T2T</i> genome has a size of 1008.52 Mb with scaffold N50 length of 51.97 Mb. Twenty centromeres with 53.43 Mb and forty telomeres with 855.38 Kb were identified. There were 60,951 annotated protein-coding genes and the length of transposable elements accounted for 55.87% of the total genome. Comparative genomics showed that there were 4135 species-specific genes in <i>YSD56_T2T</i>, compared with 1,523 in <i>wild soybean_W05</i> and 340 in <i>Willams82_V4</i>. BUSCO analysis yielded a completeness score of 97.7% using the fabales_odb10 database. We believe that the high-quality genome assembly for wild soybean <i>YSD56</i> would serve as a valuable reference to better understand soybean genetic and breeding, as well as devise effective disease control strategy.
DOI: 10.6084/m9.figshare.7163126.v1
title: JSXXX-epo.fif

description: Sample EEG using the Local Global paradigm
DOI: 10.1184/r1/24535045.v1
title: Characterization and comparison of human and mouse milk cells

description: Recent data has characterized human milk cells with unprecedented detail and provided insight into cell populations. While such analysis of freshly expressed human milk has been possible, studies of cell functionality within the infant have been limited to animal models. One commonly used animal model for milk research is the mouse; however, limited data are available describing the composition of mouse milk. In particular, the maternal cells of mouse milk have not been previously characterized in detail, in part due to the difficulty in collecting sufficient volumes of mouse milk. In this study, we have established a method to collect high volumes of mouse milk, isolate cells, and compare the cell counts and types to human milk. Surprisingly, we found that mouse milk cell density is three orders of magnitude higher than human milk. The cell types present in the milk of mice and humans are similar, broadly consisting of mammary epithelial cells and immune cells. These results provide a basis of comparison for mouse and human milk cells and will inform the most appropriate uses of mouse models for the study of human phenomena.
DOI: 10.17632/zbpcsc9cbb
title: The Influence of Urban Spatial Structure on Building Carbon Emissions at the Neighborhood Scale Considering Spatial Effect

description: This dataset provides building-level electricity and gas energy consumption data used in the study.

1. Raw building-level energy consumption data, structured using Parcel Number Units (PNU) and provided as a spatial point-based shapefile (X, Y coordinates).
2. A 500m grid-aggregated dataset of building-level electricity and gas energy consumption.
DOI: 10.6084/m9.figshare.24495166.v1
title: Kim et al., 2023 dataset

description: Deformation experiment dataset ofKim, D. & Jung, H. & Lee, J. (2023). Impact of dehydration on chlorite and intermediate-depth earthquakes. <i>Communications Earth & Environment</i>.
DOI: 10.6084/m9.figshare.28675730.v1
title: Postselected amplification applied to Mach-Zehnder-interferometer for phase shift measurement of optical coherent states

description: We propose a postselected amplification scheme for phase shift measurement of optical coherent states when passing through the Mach-Zehnder-interferometer (MZI). Different from the usual weak-value-amplification(WVA) formulation, the which-path states of the MZI cannot be described as sub-system states entangled withtwo optical coherent states. However, we obtain the same phase amplification result of the usual WVA in theAharonov-Albert-Vaidman (AAV) limit, but beyond this limit, the result is essentially different. We explicitlycarry out the amplified phase shift, which can be extracted out from the field-quadrature measurement in the darkport of the MZI. We also evaluate the performance quality of the proposed scheme, and analyze the technicaladvantages by considering possible errors in the quadrature measurement.
DOI: 10.6084/m9.figshare.8950859.v3
title: Data from "Phylogenomics provides robust support for a two-domains tree of life"

description: Data associated with the paper "Phylogenomics provides robust support for a two-domains tree of life" (including sequence alignments and Newick tree files). Updated 18/12/2019 to add a missing sequence set (family 22).
DOI: 10.6084/m9.figshare.c.3674959_d1.v1
title: statistics pharmalogical research QPatch.xlsx

description: Documentation of the pharmacological results obtained with the automated QPatch system.
DOI: 10.17632/rzfyr2886h
title: Interpretable deep learning for deconvolutional analysis of neural signals

description: Data for the paper on "Interpretable deep learning for deconvolutional analysis of neural signals".

Checkout the github https://github.com/btolooshams/dunl-compneuro
DOI: 10.6084/m9.figshare.28870334.v1
title: Quantum Fourier Transform Simulation of Anti-Time Phase Dynamics in Virtual Particle Transitions

description: This simulation implements a QFT-based phase extraction model designed to probe anti-time phase modulation in virtual particle transitions. Based on a theoretical model of anti-time and virtual particle energy behavior, this OpenQASM 2.0 code applies characteristic phase parameters (φ₀ = π/4, ω = π/2, β = 0.5) and analyzes the quantum phase profile using inverse Quantum Fourier Transform. The simulation supports research on phase-based interpretation of anti-time effects and their role in vacuum energy dynamics.
DOI: 10.6084/m9.figshare.5122903.v1
title: Supplementary Material for: Late Embryonic and Postnatal Development of Interstitial Cells of Cajal in Mouse Esophagus: Distribution, Proliferation and Kit Dependence

description: This paper investigates alterations in interstitial cells of Cajal (ICC) in the esophagus of mice from embryonic day 13.5 (E13.5) to 36 days postpartum (P0–P36) using immunohistochemistry. At E13.5, Kit+ cells presented in clusters and differentiated into spindle-like cells with biopolar processes within the outer (longitudinal) and inner (circular) muscle layers at E17.5. These Kit+ ICC with long processes were also Ano1+ and prominent at birth. The density of ICC gradually decreased, and at P36 it became about one twentieth of that at birth. Kit ligand (stem cell factor) expression is lower in striated muscle cells than that in smooth muscle cells. The ICC number was higher in the distal (close to the cardia) than in the proximal esophagus (close to the pharynx). Some Kit+/Ki67+ and Kit+/bromodeoxyuridine+ cells were observed within the muscle layers, and proliferation persisted from birth through adulthood (P28) with a gradually decreasing cell number. At 24 h, Kit+ ICC were dramatically decreased and almost missing 48 h after administration of imatinib (a Kit inhibitor). Our results indicate that ICC proliferation is age dependent and persists throughout the postnatal period. There is a dramatic decrease in the ICC number from P0 to adult life. The Kit signal is essential for the postnatal development of ICC in the esophagus.
DOI: 10.17632/8sb4ywbx7f
title: Probabilistic Models of Larval Zebrafish Behavior Reveal Structure on Many Scales

description: This behavioral data set complements our paper published on December 19, 2019 in Current Biology titled "Probabilistic Models of Larval Zebrafish Behavior Reveal Structure on Many Scales." All methods used to observe, compress, predict, and simulate larval zebrafish behavioral sequences are fully described in this publication. Current Biology (2019) https://doi.org/10.1016/j.cub.2019.11.026 The statistical modeling code developed for this paper and a Colab Notebook describing this dataset are available at this github repository: https://github.com/blobology/beast
DOI: 10.17632/95vtmdjks3
title: Appendix A. Supplementary data

description: Data used in the paper
DOI: 10.6084/m9.figshare.13049735.v2
title: Mottl et al. (2021, Science) Taxonomic harmonization tables for North America, Latin America, Europe, Asia, Africa

description: Supplementary info to: Mottl, O., Flantua, S.G.A., Bhatta, K.P., Felde, V.A., Giesecke, T., Goring, S., Grimm, E.C., Haberle, S., Hooghiemstra, H., Ivory, S., Kuneš, P., Wolters, S., Seddon, A., Williams, J.W., 2021. Global acceleration in rates of vegetation change over the last 18,000 years. Science - Reports.<br> <br>Customized taxonomic harmonization tables of fossil pollen data were developed for this paper by: <br><b>North America: </b>Jack Williams, Eric C. Grimm<b>Latin America:</b> Henry Hooghiemstra, Suzette G.A. Flantua<b>Asia (Asia, Siberia, Levant): </b>Kuber Bhatta, H. John B. Birks<b>Europe:</b> Thomas Giesecke, Steffen Wolters<b>Africa:</b> Based on Vincens et al. 2007, with modifications made by S. Ivory to a) add pollen types not mentioned in Vincens et al. 2007 and b) update some taxon names following Conservatoire et Jardin botaniques de la Ville de Genève
DOI: 10.6084/m9.figshare.24633228.v3
title: No.3 National-scale 10-m maps of cropland use intensity in China during 2018-2023

description: There were three groups of national-scale datasets on cropland use intensity over conterminous China during the study period (2018-2023). The first group of datasets was the cropland use intensity dataset for each year. Five 10-m national scale cropland use intensity maps (ChinaCUI10m) were provided for China during 2018-2023. The second group of datasets was the newly derived 10-m cropland dataset (ChinaCropland10m) based on historical cropping activities. The historical cropland use intensity during 2018-2023 was summarized and the ChinaCropland10m was produced through discarding pixels with values of zero (cropland should be actively cropped for at least once during the past five years). The third group of datasets was the degree of intensification revealed by averaged cropland use intensity (ChinaMeanCI10m) based on historical CUI datasets in China during 2018-2023. The datasets are available at the Figshare repository in a Geotiff format. The dataset is provided in ESPG: 4326 (WGS_1984) spatial reference system.
DOI: 10.17632/n4jdgfxmwv
title: Ambient temperatures in 19th-century Poznan and sex ratio at birth

description: This research was funded in whole by the National Science Centre, Poland [UMO-2020/39/O/HS3/00524]. Paper produced based on the data attached has the following bibliographical data: 
Liczbińska, G., Antosik, S., Brabec, M. et al. Ambient temperature-related sex ratio at birth in historical urban populations: the example of the city of Poznań, 1848–1900. Sci Rep 14, 14001 (2024). https://doi.org/10.1038/s41598-024-64799-7.
DOI: 10.6084/m9.figshare.11944986.v2
title: snails data

description: Snail data for: "Risk prediction of two types of potential snail habitats in Anhui Province of China: model-based approaches"
DOI: 10.6084/m9.figshare.16834861.v1
title: Code and data for Nonlinear interactions of land carbon cycle feedbacks in Earth system models

description: This dataset contains python code and data used to generate figures in the main text of the manuscript Nonlinear interactions of land carbon cycle feedbacks in Earth system models.
DOI: 10.6084/m9.figshare.23632443.v1
title: Geo-indistinguishable masking: Enhancing privacy protection in spatial point mapping

description: This is the data and code repository for the paper on geo-indistinguishable masking.
DOI: 10.6084/m9.figshare.4725664.v2
title: The Freenet social trust graph extracted from the Web of Trust

description: The dataset trust-deduplicated.csv shows the trusts-value given by anonymous users of the censorship resistant Freenet network to other users. IDs are anonymized by mapping each ID to an integer-index in a non-shared list of known IDs. The format is trust-giver;trust-receiver;trust-value.<br><br>The dataset trust-sone.csv only includes trust relationships which fit the trust-allocation style in the Sone social networking plugin (either 75 for non-spammers or -25 for disruptive behaviour).<br>The dataset trust-anonymized-2020-11-01-under-attack.csv shows a newer snapshot after the web of trust has been under attack for half a year. The dataset attacking-nodes-2020-11-01.csv includes the IDs of the likely attackers.<br><br>The *.scm files were used to crawl the data from a locally running Freenet node (see https://freenetproject.org ).<br>trust-deduplicated-force-atlas-hub-centrality.png and trust-sone-reingold.png provide first looks into the data visualized with the free tool Gephi.<br>The 2020-11-01*scm files were used to create the 2020-11-01 datasets.<br><br>Additional details are available at http://www.draketo.de/english/freenet/social-graph-snapshot<br>
DOI: 10.17632/y5zczp74rb
title: Emerging Demand-side Flexible Resources Accelerate China’s Power System Transition towards Carbon Neutrality. Hongyi Wei et al.

description: Power system transition result data related to this paper.
DOI: 10.6084/m9.figshare.11871429.v1
title: Raw image BH1

description: Data (Raw image; Flow rate 1 ml/h in horizontal configuration)<br>
DOI: 10.6084/m9.figshare.16573253.v1
title: Oil Palm_TPA2_data.csv

description: Oil Palm_TPA2_data.csv