cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d5z3gt7xs9.2
title: High-speed single molecule imaging of membrane proteins in rat basophilic leukemia cells.

description: A high-speed fluorescence microscope operating at a 490 Hz frame rate was used to image two different membrane proteins- the high-affinity IgE receptor FcεRI, a transmembrane protein, and an outer-leaflet GPI-anchored protein. The IgE receptor was imaged via IgE labeled with Janelia Fluor 646 and the GPI-anchored protein was imaged using a GPI-GFP fusion protein and an ATTO647N labeled anti-GFP nanobody. Data was collected for both proteins in untreated cells and cells that had actin stabilized by phalloidin.
DOI: 10.5519/qd.i4czufez
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.17632/958pccty77.1
title: Processed data for Materials Today-20200229

description: Processed data
DOI: 10.17632/njbdxs5nmy.1
title: A database of the e-registration and geo-referenced of rice value chain actors for the deployment of technologies: Case study of Benin and Côte d’Ivoire

description: The database contains a total of 17,639 actors (9,000 in Benin and 8,639 in Côte d’Ivoire) with 159 variables divided into six sections: (i) preliminary information on the respondents; (ii) socio-economic characteristics; (iii) information on the rice plots; (iv) knowledge, use, and access to rice varieties; (v) knowledge, use and access to agricultural equipment and method and finally (vi). Six categories of actors were identified: producers of foundation seed, producers of certified seed, producers of paddy rice, parboiler, miller and trader.
DOI: 10.17632/cyrx5b4gmk.1
title: temperature reconstruction for the border area between northern and southern China

description: temperature reconstruction for the border area between northern and southern China
DOI: 10.17632/k4p42zhx26.1
title: meta-analysis data

description: This systematic review and meta-analysis of non-randomized clinical trials aimed to explore functional correction training after Functional Movement Screen (FMS™) and the effects of training on injuries of athletes and to determine whether it can improve the general athletic ability of athletes. Articles were included if the independent variable was functional correction training after FMS™ and if the dependent variables were athletes’ sports injury risk and general athletic ability. Data conditions were sample size, mean, standard deviation, number of athletes with sports injuries, and model asymmetry after intervention in the experimental group and control group. The subjects were athletes. A functional correction plan was used as the intervention for the experimental group, and the control group only performed daily training. Exclusion criteria were as follows: conference abstracts or non-peer-reviewed papers; cross-sectional, retrospective, or prospective cohort study design; and non-athletes. The following data were extracted from the original reports: authors, year, and publication; country; sample characteristics (sample size, age, sex); functional correction training program; daily training program; and main results (average value, standard deviation), number of athletes with sports injuries, and model asymmetry after the intervention in the experimental group and in the control group.
DOI: 10.17632/433jx6h3mf.1
title: Data for: Effects and correction of angular momentum non-conservation in RNEMD for calculating thermal conductivity

description: This database contains data produced from simulations on graphene and silicon using original RNEMD and improved RNEMD. LAMMPS addtional source file for improved RNEMD and sample input files are provided.
DOI: 10.17632/cc6s8g4y2m.1
title: Characterization of Lactobacillus spp. from Sri Lankan Curd (‘Deekiri’ and ‘Meekiri’).
DOI: 10.17632/3xdn2y6rn4.2
title: Evaluation of Function Forms based on Polarimetric Variables for Improved Estimation of Precipitation

description: The dataset contain ground rainfall data, radar rainfall grid data, and polarimetric data. These data are taken as an example for analyses of quantitative precipitation estimates by X-band polarimetric weather radar in Yogyakrta Region.
DOI: 10.17632/3xdn2y6rn4.4
title: Evaluation of Function Forms based on Polarimetric Variables for Improved Estimation of Precipitation

description: The dataset contain ground rainfall data, radar rainfall grid data, and polarimetric data. These data are taken as an example for analyses of quantitative precipitation estimates by X-band polarimetric weather radar in Yogyakrta Region.
DOI: 10.17632/csxc27sk5y.1
title: Data for: Origin of the early Cretaceous Liucheng OIB-type dolerite sill in Zhejiang Province, coastal region of SE China: Implications for recycling of the Paleo-Pacific slab

description: Geochemical Dataset
DOI: 10.17632/ztkc87d6sr.1
title: Dataset on tribological, characterization and thermal properties of Silicon carbide reinforced polyamide composites for industrial applications

description: This data shows the wear and thermal properties of Sillicon carbide reinforced Nylon 6 composites. However, SEM images (before and after wear) of the composites also reveals. Finally, FTIR data shows the interation of polyamide with SiC. All the above datas are interpretd by graphs and images .
DOI: 10.17632/pg8hnttzkm.1
title: Data from an online survey on initial trust in artificial intelligence for production management tasks

description: In an online survey with n = 130 participants potential factors influencing initial trust in AI were asked. These are (1) digital affinity of the respondent, (2) expert status in production management of the respondent, (3) perceived capabilities of the AI, (4) perceived explainablitiy of the AI, (5) predictability of the decision situation and (6) costs of a wrong decision in the present decision situation. The factors (1) and (2) were measured as between subjects, whereas the factors (3) - (6) are within subject factors.
DOI: 10.17632/tjym4mg359.1
title: Data Highlights the Ameliorative Effects of Nigella sativa, Atorvastatin, or L-carnitine on HFD-Caused Detriments in Male Albino Rats
DOI: 10.17632/3fcrr385w3.3
title: Fallows and meadows: soil physico-chemical properties, vegetation composition, soil microbial communitites structure and functioning in standard conditions and under perturbation: climatic fluctuations, biocides application.

description: Descriptive data of six ex-arable fields and six nearby located wet meadows (Molinio-Arrhenatheretea) with high plant diversity. The study was performed in the years 2008-2010 in the aim to compare two ecosystem types: established (meadow) and early successional (fallow) ecosystem. Meadows, if managed sustainably and systematically over time are relatively little-changing and long-lasting ecosystems with high plant diversity. In contrast, fallows are in the initial stage of secondary succession and have lower plant species richness. The questions asked were: 1) are the soil properties and soil microbial assemblages specific to ecosystem type? 2) are the soil microbial communities in meadows more stable than in fallows? The two grassland types were compared in terms of soil microbial community structure and activity, followed by detailed physico-chemical examination of soils and descrption of plant communities composition. Community biomass and structure were studied with the following methods: substrate-induced respiration (SIR), phospholipid and neutral lipid fatty acid (PLFA and NLFA) analysis, bacteria and algae counts, mycorrhiza root infection frequency and root length. Microbial activity was compared between the two ecosystem types with the use of community physiological profiles on BiologTM Eco plates, growth activity on R2A plates, culturability, soil basal respiration rate, urease, acid and alkaline phoshomonoesterazes activities, cellulose decomposition, nitrogen mineralization rate and potential nitrification. Soil microbial communities from fallows and meadows were also compared for their resistance and resilience toward pesticides: the insecticide teflubenzuron, the bactericide bronopol and the fungicide captan, and to temperature changes. The results were described and discussed in the published papers by D. Chmolowska et al.
DOI: 10.17632/y4fn36tvy3.2
title: Metabolic Datasets

description: The metabolic datasets in positive and negative patterns.
DOI: 10.17632/hb2y9fppwj.1
title: Lead (Pb) Isotope of Abandoned Mine Tailing Storage Ponds in Kanchanaburi Province, Thailand

description: Pb concentration in the tailing storage ponds and surrounding area; Pb concentration in sediment of Klity Creek; Pb stable isotope and Pb concentration of soil and mine tailing samples; results of source apportionment calculation; Pb210 concentration
DOI: 10.17632/kwdx732znn.1
title: Documentary Affects the Consistency of Rating General Well-Being and Optimis: The Impact of the Situation on General Psychological Measures

description: General psychological measures should be stable over time. In this class research we demonstrate that showing a historical documentary changes the self-evaluation of well-being an optimism, which should be stable over time (i.e. at least within an hour, or even more). The question raised by the study is to what extent an event or events, preceding the completion of trait or general measures, affect the responses on presumed stable (over time) psychological variables?
DOI: 10.17632/sd7dxkc7r6.1
title: Leucine effect on miR-494-3p and miR-696 and mitochondrial biogenesis in C2C12 myotubes

description: - Western Blot images, semi-dry Samples: C2C12 myotubes treated with Control (H2O), Leu 1mM, Leu 3mM or Caff 3mM for 24h, applied in that order. - Raw data for statistics (Excel file). - Raw RT-qPCR data for the detection of miRNA expression levels and mitochondrial DNA copy numbers. Measurements were made by duplicates and relative expression were calculated using the ΔΔCt method.
DOI: 10.17632/4p2r4pmwyg.3
title: First-principles study of FeNi1-xCrx (0≤x≤1) disordered alloys from special quasirandom structures

description: The dataset includes related software packages (ATAT, Gibbs2, and Vaspkit) used in the calculations, the supercell models of FeNi1-xCrx disordered alloys constructed by special quasi-random structure method (mcsqs algorithm), the electronic structure energy data calculated by VASP software, the thermodynamic data obtained by Gibbs software (Gibbs2) fitting, and the ground state energy diagram, TDOS and PDOS diagram, E-V curve and related thermodynamic property curve obtained by using the origin software fitting.
DOI: 10.17632/njbdxs5nmy.2
title: Datasets of a survey on the e-registration and geo-referenced of rice value chain actors for the deployment of technologies: Case study of Benin and Côte d’Ivoire

description: The database contains a total of 17,639 actors (9,000 in Benin and 8,639 in Côte d’Ivoire) with 159 variables divided into six sections: (i) preliminary information on the respondents; (ii) socio-economic characteristics; (iii) information on the rice plots; (iv) knowledge, use, and access to rice varieties; (v) knowledge, use and access to agricultural equipment and method and finally (vi). Six categories of actors were identified: producers of foundation seed, producers of certified seed, producers of paddy rice, parboiler, miller and trader.
DOI: 10.17632/sy3kcttdtx.2
title: A dataset for elderly action recognition using indoor location and activity tracking data

description: This dataset describes the data collected from physical activity and indoor location systems. these data can be used to train two different machine learning model then the outcome from both systems to be combined to study the Actions (sub-activity). The data from the physical activity tracking system are accelerometer X-axis, Y-axis, Z-axis, and Gyroscope X-axis, Y-axis, Z-axis, and the name of the activity performed by the volunteer obtained from the MPU6050 at sampling rate of 20 Hz. The MPU6050 sensor was placed inside the waist wearable device worn by the subject. The data from indoor location positioning obtained is the Received Signal Strength Indicator (RSSI) from Bluetooth Low Energy (BLE) beacon and BLE scanners. The indoor locations dataset is recorded in the Digital Smart Home Lab (DSHL) located at Multimedia University. DSHL consists of 5 rooms namely living room(10m×5m), kitchen(4.5m×4.5m), bedroom (5m×4.5m), Office (6m×4m), Foyer(4m×3.8m), and Toilet(1.6m ×0.95m). The advertising interval for the BLE beacon is set to 100ms with a transmitting power of up to -30 dBm. If an RSSI is equal to -120, this means that the BLE beacon is very far from the BLE scanner or not found. The actions data obtained by integrating the results from indoor location and activities tracking systems to study the actions. Actions mean the outcome from doing one activity in one location because the same activity at the different location might illustrate something different for example lying in the bedroom means sleeping but lying in the living room means relaxing while lying in the toilet means an emergency.
DOI: 10.17632/jfj62jgr9v.1
title: Daily Cryptocurrency Data: Price movement and volume activity

description: The data shows the daily information on cryptocurrency movement, including price, spread, and volume, which are correlated. Data is taken from Yahoo! Finance from 2 October 2017 to 25 January 2019. The data covers spread (high-low price) to open price, closing spread (high-close price) to open price, volume, and closing price.
DOI: 10.5285/5454f41e-9934-4f80-9db6-0d3d16cf3455
title: Distance to water measured by an experimental near-infrared lidar prototype in six laboratory and outdoor tests

description: Data are distances (in cm) to water measured by an experimental near-infrared lidar sensor in six different setups (2017–9). Laboratory tests conducted at Imperial College London include quantifying the effect of (i) distance, (ii) sensor inclination, (iii) turbidity/clarity of the water, and (iv) ambient temperature on measurement bias. Outdoor tests at three locations in London interrogated the effect of varying water surface roughness on the measurements. A dataset of high-frequency measurements is also included, from which the effects of sample autocorrelation were interrogated.
DOI: 10.17632/4p2r4pmwyg.4
title: First-principles study of FeNi1-xCrx (0≤x≤1) disordered alloys from special quasirandom structures

description: The dataset includes related software packages (ATAT, Gibbs2, and Vaspkit) used in the calculations, the supercell models of FeNi1-xCrx disordered alloys constructed by special quasi-random structure method (mcsqs algorithm), the electronic structure energy data calculated by VASP software, the thermodynamic data obtained by Gibbs software (Gibbs2) fitting, and the ground state energy diagram, TDOS and PDOS diagram, E-V curve and related thermodynamic property curve obtained by using the origin software fitting.
DOI: 10.17632/p3zzk5kmc6.3
title: An ecological measure of rapid and automatic face-sex categorization (Cortex) - Data

description: Preprocessed EEG data, behavioral measures, participants infos and experiment code for the study 'An ecological measure of rapid and automatic face-sex categorization' [see related article: https://doi.org/10.1016/j.cortex.2020.02.007]. Please find additional information in 'READ_ME.txt' file.
DOI: 10.17632/vt3gnrgczk.1
title: Data and codes for Exchange Rates, Gold Coin Prices, and Price Herding in Stock Markets

description: These files are the data and codes which can be used to calculate Price herding among stock prices and rival markets.
DOI: 10.17632/mj6jd2cp75.1
title: Corrosion Inhibition of C21000 Copper Alloy by a Green Polymer Blend

description: Corrosion and Electrochemical Impedance Spectroscopy data of Copper alloy in 1.0 M HCl in the presence and absence of corrosion inhibitors gum arabic, sodium alginate and their blends. The data set also contains the XRD data and SEM image of polymer blends of gum arabic and sodium alginate. SEM and AFM images of the Copper coupons before and after electrochemical corrosion studies are also presented.
DOI: 10.17632/sjkj7444xb.1
title: Systems biology of ferroptosis: a modeling approach (source code)

description: Source code to reproduce figures in A. Konstorum, L. Tesfay and B.T. Paul et al., Systems biology of ferroptosis: a modeling approach, Journal of Theoretical Biology, https://doi.org/10.1016/j.jtbi.2020.110222 Software necessary for the code: Matlab Contact: Anna Konstorum (konstorum@uchc.edu) Instructions to reproduce select figures (code below can be modified to reproduce the remaining simulation figures): Figure 2: Panel (a) &gt;&gt;Ferroptosis_model(40,2,0,0); Panel (b) + Erastin: &gt;&gt;Ferroptosis_model(40,2,2,0); + RSL3: &gt;&gt;Ferroptosis_model(40,2,0,2); Figure 3: Panel (a) &gt;&gt;Ferroptosis_model(40,0,0,0); Panel (b) &gt;&gt;Ferroptosis_model(40,0,0,2); Figure 6: Require: Ferroptosis_model_index.m to run Ferop_index_full.m &gt;&gt;[Ferrop_Index_Base,Ferrop_Index_Erastin] = Ferrop_index_full(40); Test varying initial conditions (see Supplementary Information, S1) If base_var=erastin_var=0, then 1000 different runs of the simulations with varying initial conditions result in the same steady state Require: Ferroptosis_model_IC.m to run Ferrop_IC.m &gt;&gt;[base_var,erastin_var] = Ferrop_IC(1000)
DOI: 10.17632/z8b6r2c43g.1
title: Promise and Reality: Using ICTs to Bridge China’s Rural–Urban Divide in Education

description: Field-notes and interview transcripts used for this qualitative study
DOI: 10.17632/kr3rbmfnkz.1
title: The role of lncRNA PVT1 and hsa-miR-30a-3p in the tumorigenesis of gastric cancer

description: This data included EXPRESSION, DEGs, GO-KEGG, CO-EXPRESSION ANALYSIS, PREDICT, ceRNA and SURVIVAL ANALYSIS. The RNA-Seq datasets and corresponding clinical information of GC patients were extracted from the TCGA website (https://portal.gdc.cancer.gov/, Project Name: Stomach Adenocarcinoma, Project ID: TCGA-STAD). The raw datasets of RNA sequences were downloaded using the RTCGA Toolbox package in the R platform. Naive Bayes method, from the limma package of R (Version 3.38.3, http://www.bioconductor.org/packages/release/bioc/html/limma.html), was used to normalize the downloaded data, by filtering low expression and screening common samples including mRNA, lncRNA, and miRNA. A total of 367 samples were available from TCGA datasets, which included 335 tumor and 32 normal tissue samples. We calculated the significance of expression changes of RNAs using the Benjamini and Hochberg false discovery rate (FDR) method. Adjusted P values (adj. P) were applied to identify significantly expressed RNAs. The threshold of FDR &lt;0.01 and |log 2 (fold change) |&gt;1 were set as the cut-off criteria. The online software clusterProfiler was used to perform Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway functional enrichment. The co-expression of YY1, PVT1, and Myc genes was evaluated by determining the Pearson correlation coefficients. Potential competing endogenous RNAs of PVT1-miRNA-Myc were predicted by the Cytoscape tool and Kaplan- Meier curves were generated for YY1, PVT1, and Myc genes.
DOI: 10.5281/zenodo.3696638
title: Data for "A systematic evaluation of interneuron morphology representations for cell type discrimination"

description: This folder contains all the data to reproduce the figures of the publication <em>A systematic evaluation of interneuron morphology representations for cell type discrimination (</em>https://doi.org/10.1101/591370<em>).</em> statistic_descriptions.csv : links each feature's statistic_id with a short description classification: This folder holds the multi-class and the pairwise classification performances of all feature representations (relevant for figure 4 and figure 5). It also holds the pickled multi-class models trained on morphometric statistics which coefficients are visualized in figure S5. embedding_data: This folder holds all the data used for the t-SNE visualizations of figure 8 and S4. features: This folder holds all computed feature representations of each data set and each modality (full, axon, dendrite). Features are indexed by a statistic id. Some example features are shown in figure 2. Careful, this folder is large (~6GB)! reconstructions: This folder contains all the neural reconstructions used for figure 1.
description: {"references": ["Laturnus et al, 2019: https://www.biorxiv.org/content/10.1101/591370v2"]}
DOI: 10.17632/3xdn2y6rn4.1
title: Evaluation of Function Forms based on Polarimetric Variables for Improved Estimation of Precipitation

description: The dataset contain ground rainfall data, radar rainfall grid data, and polarimetric data. These data are taken as an example for analyses of quantitative precipitation estimates by X-band polarimetric weather radar in Yogyakrta Region.
DOI: 10.17632/czng5n4fdk.1
title: Salmonella mediated actin condensation upon entry into HeLa and HepG2 cells

description: Cytoskeleton rearrangement by Salmonella Typhimurium wild type, lon mutant and lon complemented strains upon entry into the host cell, as investigated on HeLa and HepG2 cells under different stress conditions. Figures demonstrate changes in host cytoskeleton mediated by the trigger and zipper mechanisms in HeLa and HepG2 cells respectively. However, the deletion of lon gene did not cause significant changes in the host cytoskeleton as compared to the wild type and lon complemented strain, even though the strain was hyper-invasive due to lon deletion. Images demonstrate merged images taken by observing cells under a fluorescence microscope after staining with Phalloidin (actin filament stain) and DAPI (nuclear stain).
DOI: 10.17632/vrn34sf93y.1
title: Data for: Characterizing geochemistry of organic carbon, sulfur, and iron in sediments of the middle Okinawa Trough since the Last Glacial Maximum

description: The dataset contains one table (Table S3), which presents grain-size fractions, chemical and isotopic compositions of sediments with depth in core C08.
DOI: 10.17632/k85brnzfx9.3
title: Supplementary files - Prevalence and patient-reported outcomes of noncommunicable skin diseases among college students in China

description: Supplementary figures and tables for paper "Prevalence and patient-reported outcomes of noncommunicable skin diseases among college students in China" published on JAAD International.
DOI: 10.17632/mc5v37t425.1
title: Boundary surfaces and Hydraulic parameters of a 3D large scale FEM numerical model in the Milan City area (northern Italy)

description: In this folder are stored the data used in the Data in Brief article "Hydro-stratigraphic datasets for the reconstruction of a large scale 3D FEM numerical model in the Milan metropolitan area (northern Italy)" (Previati A., et al., 2020). 1. "SHP" folder contains the side boundaries of the model (Model_Domain.shp), the top and bottom boundaries (Ground_Surface_Elevation.shp, Model_Bottom.shp), the limit surface (Phreatic_Aquifer_Bottom.shp) between the shallow phreatic and the lower semi-confined aquifers and the hydraulic head isolines as on 2016 (Hydraulic_head_Isolines.shp). 2. "3DFEM_Mesh_Parameters.txt" contains the location (X, Y, Z Coordinate system EPSG:3003) of the mesh nodes and the associated parameters (hydraulic conductivity and porosity) as well as the grain size class, the aquifer system and the depositional system (see the associated article for a detailed description).