cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x7n6jnjh36
title: Experimental Sensor Data from Vehicles for Dynamic Vehicle Modeling

description: The attached dataset contains over 17.5 hours of experimental sensor data, including measurements from the following sensors:

- Front axle steering angle [°]
- Longitudinal acceleration [g]
- Lateral acceleration [g]
- Yaw rate [deg/s]
- Wheel speed (front left) [km/h]
- Wheel speed (front right) [km/h]
- Wheel speed (rear left) [km/h]
- Wheel speed (rear right) [km/h]

Data was sampled at a rate of 0.01 seconds and includes three distinct driving scenarios: calm driving, aggressive driving, and city driving. The dataset also captures variations such as reduced tire pressure (one tire at a time), different passenger loads, and measurements from three different vehicles.

The data was collected at the Continental Test Track in Veszprém, Hungary, as well as within the city of Veszprém.

The data is stored in Apache Parquet format that can be processed via Pandas library in Python.

For more information please check our article:
TBD (citation from Mechanical Systems and Signal Processing (https://www.sciencedirect.com/journal/mechanical-systems-and-signal-processing).
DOI: 10.6084/m9.figshare.21835065.v3
title: Supplementary Materials.docx

description: <strong>Serum calcium concentrations and risk of all-cause and cause-specific mortality: results from two prospective cohorts</strong>
DOI: 10.6084/m9.figshare.28425731.v1
title: Raw data.xlsx

description: <i>Spodoptera litura</i> is a significant economic pest that has successfully invaded Africa and Asia in recent years. This study systematically evaluated the life history traits of <i>S. litura</i> under different temperature, photoperiod, and humidity conditions. The results showed that at 30–35°C, the physiological activity of <i>S. litura</i> peaked, with a significant reduction in the duration of developmental stages, increased female oviposition, shortened pupal and adult lifespans, and an accelerated generational cycle. These findings provide critical insights into predicting population dynamics and offer valuable guidance for developing effective management strategies.
DOI: 10.17632/2syf6hwhz4
title: Source Data for "Harnessing hematopoietic stem cell low intracellular calcium improves their maintenance in vitro"

description: The source data for ~70 panels of data used to compute statistical significance in the paper.
DOI: 10.17632/rzvw5wpn25
title: ciprofol with esketamine and propofol with esketamine in painless abortion

description: Optimizing ciprofol and propofol doses with esketamine for painless abortion: a randomized, double-blind, sequential dose-finding trial
DOI: 10.6084/m9.figshare.19729480.v4
title: Predicting short-term PM2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network

description:   
The compressed package (study code.zip) contains the code files implemented by an under review paper ("Predicting short-term PM2.5 concentrations at fine temporal resolutions using a multi-branch temporal graph convolutional neural network").
<br>
Among the study code.zip, main.py is the model code based on a multi-branch temporal graph convolutional neural network. tgcn.py is the temporal graph convolutional network. utils.py contains some functions of graph convolution process. input_data.py is data processing.
<br>
The zip file (study data.zip) provides an example of air quality data including PM2.5 concentrations and some meteorological data. input_data.zip also contains a N by N adjacency matrix, which describes the spatial relationship between air quality monitoring stations.
DOI: 10.17632/k5c76whf8d
title: Master questionnaire for international students behavior towards HEI's

description: This supplementary document contains questionnaires related to university image dimensions and international students satisfaction, participation and citizenship behavior dimensions in HEI's in Malaysia. The responses were collected based on 7 point Likert Scale.
DOI: 10.6084/m9.figshare.21980495.v1
title: Navigating materials chemical space to discover new battery electrode using machine learning

description: Datasets of materials used in the research.
DOI: 10.17632/b97d5nrb72
title: Mechanistic Insights into COVID-19 by Global Analysis of the SARS-CoV-2 3CLpro Substrate Degradome. Pablos et al.

description: This data comprises all the supplementary tables from the paper published in Cell Reports titled: "Mechanistic Insights into COVID-19 by Global Analysis of the SARS-CoV-2 3CLpro Substrate Degradome",  by Isabel Pablos, I., Machado, Y., Ramos de Jesus, H.C., Mohamud, Y., Kappelhoff, R., Lindskog, C., Vlok, M., Bell, P.A., Butler, G.S., Grin, P.M., Cao, Q.T., Nguyen, J.P., Solis, N., Abbina, S., Rut, W., Vederas, J.C., Szekely, L., Szakos, A., Drag, M., Kizhakkedathu, J.N., Mossman, K., Hirota, J.A., Jan, E., Luo, H., Banerjee, A., Overall, C.M.

Each table contains a legend and a brief experimental explanation of the proteomics and bioinformatics methods used to generate the data published in the Cell Reports paper.

In this paper, Pablos et al delineate the human protein substrate landscape of SARS-CoV-2 main protease, 3CLpro, by TAILS substrate-targeted N-terminomics. We identify >100 substrates in human lung and kidney cells supported by analyses of SARS-CoV-2-infected cells. Enzyme kinetics and molecular docking simulations of 3CLpro engaging substrates reveal how noncanonical cleavage sites, which diverge from SARS-CoV, guide substrate specificity. Cleaving the interactors of essential effector proteins, effectively stranding them from their binding partners, amplifies the consequences of proteolysis. We show that 3CLpro targets the Hippo pathway, including inactivation of MAP4K5, and key effectors of transcription, mRNA processing, and translation. We demonstrate that Spike glycoprotein directly binds galectin-8, with galectin-8 cleavage disengaging CALCOCO2/NDP52 to decouple antiviral autophagy. Indeed, in post-mortem COVID-19 lung samples, NDP52 rarely colocalizes with galectin-8, unlike healthy lung cells. The 3CLpro substrate degradome establishes a foundational substrate atlas to accelerate exploration of SARS-CoV-2 pathology and drug design.

TAILS and MS/MS
To induce interferon-stimulated gene proteins that may be 3CLpro substrates, HEK-293 and BEAS-2B cells were cultured in DMEM/F12 with 10% (v/v) FBS. BEAS-2B cells were treated with 10,000 U/ml carrier-free IFN-α2a or IFN-β1a or medium (control) for 18 h. Cells were harvested, and lysates were prepared under native conditions taking the necessary steps to reduce any cellular proteolytic activity. All steps were performed on ice. Protease inhibitor cocktail and 5 mM N-ethylmaleimide were added to the cell pellet in hypotonic lysis buffer and cells then pushed through a 27-gauge needle for 10 cycles and rested on ice for 1 h with agitations every 10 min. Cell lysates were flash-frozen in liquid N2 and stored at –80°C.

3CLpro or inactive 3CLpro-C145A (control) at 2.5 µM were incubated with 500 µg native cell protein, 37°C for 18 h (see paper: Figure 1A, panel a). The incubated samples were then analyzed by Terminal Amine Isotopic Labeling of Substrates (TAILS) and preTAILS shotgun proteomics (see paper: Figure 1 and Methods) using a modified protocol from (Kleifeld et al., 2011).
DOI: 10.6084/m9.figshare.1573002.v1
title: Dianthus chloroplast genome

description: The complete chloroplast genome sequence of Dianthus.
DOI: 10.17632/jpbn7xfc3b
title: Data for: Reactive Species Generated by Heme Impair Alveolar Epithelial Sodium Channel Function in Acute Respiratory Distress Syndrome

description: These are original western blot data used in the manuscript
DOI: 10.15468/dl.jr38vp
title: Occurrence Download

description: A dataset containing 4517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Luperina testacea (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 4517 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009257-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wxrxm8chms
title: Fig. 1 Traditional Logistics versus Logistics 4.0 Features

description: , Fig 1 shows the main features from traditional logistics to Logistics 4.0, these characteristics were based on five principles: Interoperability, Virtualization, Decentralization, Real-Time Capability, Service Orientation, and Modularity [3]. Also, in the nine fundamental technological advances of industry 4.0: (1) Autonomous robots; (2) Simulation; (3) System Integration; (4) IIoT; (5) Cybersecurity; (6) The cloud; (7) Additive manufacturing; (8) Augmented reality; (9) Big Data Analytics [21]. And reports on the compatible Logistics 4.0 features accentuating the distinction between the traditional logistics and Logistics 4.0 perspective.
DOI: 10.6084/m9.figshare.5951632.v1
title: Supplementary Material for: Epigenetic Effects of Intravenous Diacetylmorphine on the Methylation of <b><i>POMC</i></b> and <b><i>NR3C1</i></b>

description: The administration of diacetylmorphine (DAM) reduces the activation of the hypothalamic-pituitary-adrenal (HPA) axis in opioid-maintained patients. However, the epigenetic effects of DAM on addiction-related genes have not been investigated yet. In a randomized controlled study, we examined the immediate effects of intravenous DAM versus placebo on the promoter methylation of the <i>POMC</i> (pro- opiomelanocortin) and <i>NR3C1</i> (glucocorticoid receptor 1) genes. Twenty-eight heroin-dependent patients on DAM-assisted treatment received either DAM or saline in a randomized crossover design and 17 healthy participants received saline only. EDTA blood samples were taken 25 min before and 10 min after the injection of DAM or saline. We found reciprocal regulation effects for DAM versus saline application regarding the methylation of <i>POMC</i>; while DAM injection significantly increased methylation, saline injection led to a significant decrease in methylation for patients as well as controls. <i>NR3C1</i> data did not show significant changes in methylation. Injection of DAM blunted stress hormone levels and the <i>POMC</i> promoter methylation of heroin-dependent patients. These findings provide first preliminary insights into the epigenetic mechanisms underlying the emotional regulation effects of DAM-assisted treatment in severe heroin-dependent patients.
DOI: 10.17632/57xjf6vnwt
title: Colliery Dam Park Data

description: Data collected from March till April of 2022 at Colliery Dam Park in Nanaimo, British Columbia.
DOI: 10.17632/y63kfgrxsx
title: Data Set for Publication in Data in Brief

description: It is a data set used in the manuscript- Unveiling Key Drivers for Social Robot Adoption in the Hospitality Sector: A Two-Phase Confirmatory Factor Analysis and Structural Equation Modeling Approach
DOI: 10.21233/9x4z-xr19
title: Lake Tai ostracode surface sample dataset

description: Raw data for the Lake Tai ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/wk4x8hgpcg
title: Fluid injection - induced cavity expansion in dry porous medium

description: Supplementary data accompanying the research paper titled "Fluid Injection-Induced Cavity Expansion in Dry Porous Medium" is provided herein. This supplementary dataset includes the Mathematica code employed for solving the proposed transient model. This code capitalizes on the quasi-static and quasi-stationary characteristics of the problem, enabling the treatment of time as a parameter rather than a variable. The primary objective of this code is to facilitate predictions of fluid-induced cavity expansion through the partitioning of the injection rate into components related to changes in cavity volume and infiltration. 

The file attached contains the supplementary data for the research study titled "Fluid Injection-Induced Cavity Expansion in Dry Porous Medium" and is available for download. Inside this zip file, you will find the Mathematica code used to solve the proposed model for different cases. To make use of this dataset, follow these steps:
1.	Execute the Mathematica file named "numerical_ODE_solve_s_GT_c" to calculate the time "te" for a set of dimensionless parameters referenced in the study. The code computes "te" by running until the plastic radius "c" reaches a value of 1.
2.	Run the file "numerical_ODE_solve" to obtain interface parameters such as the cavity radius "a," permeation front "s," and permeation coefficient "ζ" for time intervals less than "te".
3.	Utilize the file "numerical_ODE_solve_s_GT_c" to calculate "tp" by running the code until the plastic radius "c" overtakes the permeation front "s." Execute the same file to derive interface parameters like the cavity radius "a," permeation front "s," plastic radius "c," and permeation coefficient "ζ" for time intervals greater than "te" but less than "tp".
4.	Finally, run the file "numerical_ODE_solve_c_GT_s" to obtain interface parameters such as the cavity radius "a," permeation front "s," and permeation coefficient "ζ" for times greater than "tp".

The results derived from each of these procedural steps will be utilized to compute variations in stress and displacement within the axisymmetric domain at any selected time interval. These computations will be performed using the equations detailed in the aforementioned research paper.
DOI: 10.17632/5pvk6p5hmv
title: Data for: Forecasting Energy Commodity Prices: A Large Global Dataset Sparse Approach

description: The dataset is an update version of the global VAR Mohaddes and Raissi (2018). The original data is available at https://www.repository.cam.ac.uk/handle/1810/280234 Series are updated to 2018Q4 using sources described in the paper.
DOI: 10.17632/rttsn7ptxk
title: A complied dataset of the energy usage indicators and unit energy consumption values available in Ireland

description: This dataset consists of four key elements; a range of different energy usage indicators (e.g. the number of employees or cars in a region), national unit energy consumption values, energy supply fuel shares per sector, and an overview of the housing stock. Firstly, the range of socio-economic statistics used as indicators of energy demand are primarily gathered from the Central Statistics Office’s (CSO), along with sector specific sources like the Department of Transport or Fisheries. Secondly, the national energy demand and supply in the five sectors of agriculture and fishing, industry, residential, services and transport comes from the national reporting body Sustainable Energy Authority of Ireland. These two datasets are then used to form the national unit consumption figures for a range of indicators in each sector. A national unit consumption value gives an average energy demand per statistical unit, for example MWh/employee or MWh/km driven. This can be used to estimate subnational energy demand in the absence of recorded energy data below the national level. Finally, the Building Energy Rating database (which is reported quarterly by the CSO) provides details on the Irish housing stock and non-domestic building’s primary heating fuels.
DOI: 10.17632/ztpr528m2c
title: Income Distribution and Financial Reforms: An Empirical Evaluation

description: Dataset for 'Income Distribution and Financial Reforms: An Empirical Evaluation '
DOI: 10.17632/nc9232z77b
title: Data for: Atmospheric microplastic deposition in the northwestern South China Sea

description: The data used in the article are mainly field sample data and laboratory test data.
DOI: 10.17632/68fm3xt7sh
title: A High Throughput Computational Tool to Evaluate the Influence of Scaffold Architecture, Material Selection, and Loading Modality on the Cellular Micromechanical Environment in Tissue Engineering Strategies: Raw Data

description: Processed data for the article titled "A High Throughput Computational Tool to Evaluate the Influence of Scaffold Architecture, Material Selection, and Loading Modality on the Cellular Micromechanical Environment in Tissue Engineering Strategies"
DOI: 10.6084/m9.figshare.1226695.v1
title: Sindrome Bornout ( Estres Laboral) en personal administrativo del Distrito de Salud # 2

description: Investigacion de niveles de Estres laboral en personal Administrativo del Distrito de Salud# 2
DOI: 10.21227/2ak7-wr69
title: "Optimal control of HalfCheetah benchmark"

description: "The video demonstration corresponding to the 100th time step in Figure 13 for the HalfCheetah controlled by the random policy and the learnedpolicies with different methods. MDDPG(5) denotes the model-free counterpart with 5-step TD target. FNN-Model-MDDPG(5) and ResNet-Model-MDDPG(5) denote the FNN-model-based and our ResNet-model-based schemes with 5 dynamics models, respectively."
DOI: 10.17632/f4nd9v97fm
title: Data for: a Mathematical Model of OECTs with variable internal geometry

description: (1) Excel with the measured data of current and voltage in OECTs implanted in systems with controlled values of solute concentration and internal wet fraction (2) Mathematical model used to decode data
DOI: 10.17632/nhntzs5rzj
title: data

description: Soil function data of hummock wetland research sample
DOI: 10.6084/m9.figshare.5817342.v1
title: Supplementary Material for: Body Mass Index Change and Hospitalization Risk in Elderly Hemodialysis Patients: Results from Japanese Dialysis Outcomes and Practice Patterns Study

description: <b><i>Background:</i></b> Short-term weight gains and losses are associated with a lower and higher mortality risk, respectively, in patients undergoing hemodialysis (HD). However, little is known about their association with the risk of subsequent hospitalization. <b><i>Methods:</i></b> In a prospective cohort of 1,804 HD patients aged ≥65 years enrolled in the Japanese Dialysis Outcomes and Practice Patterns Study phases 3 (2005–2008) and 4 (2009–2011), we examined the associations between changes in body mass index (BMI) over a 4-month baseline period (<i>Results:</i> During a median follow-up of 1.2 years, we noted 1,028 incident hospitalizations for any cause, including 275 and 753 hospitalizations for cardiovascular and noncardiovascular causes, respectively. An L-shaped association was observed between BMI change and all-cause hospitalization. The multivariable-adjusted hazard ratios (HRs; 95% CI) of all-cause hospitalization associated with BMI changes of <i>Conclusions:</i> Decreases in BMI over a relatively short-term period were independently associated with higher risk of subsequent hospitalization, particularly cardiovascular-related hospitalization, among elderly HD patients.
DOI: 10.6084/m9.figshare.14564133.v1
title: OTUs and microbial diversity analysis

description: Fecal contents collected were processed for 16S rRNA metagenomic analysis, and OTUs
DOI: 10.17632/64j4z2mfb8
title: Wearable device

description: The dataset is meant for Total quality Management & Business Excellence Journal submission for Necessary Condition Analysis (NCA) made easy using Smart PLS 4.0 : Step-by-Step Guide
DOI: 10.6084/m9.figshare.13055519.v1
title: Supplementary Material for: Evaluation of the Diagnostic Accuracy of Thymus and Activation-Regulated Chemokine to Discriminate Food Protein-Induced Enterocolitis Syndrome from Infectious Gastroenteritis

description: <b><i>Background:</i></b> Post-emetic elevation in thymus and activation-regulated chemokine (TARC) levels has been reported in patients with food protein-induced enterocolitis syndrome (FPIES); however, no studies have investigated differences in TARC levels between FPIES and other diseases. <b><i>Objectives:</i></b> We evaluated the clinical usefulness of TARC measurement in differentiating between FPIES and infectious gastroenteritis. <b><i>Methods:</i></b> This study included 8 patients with solid-food FPIES (FPIES group; hen’s egg [<i>n</i> = 6], rice [<i>n</i> = 1], and short-neck clam [<i>n</i> = 1]; a total of 11 episodes necessitating emergency department visit or positive result of oral food challenge test) and 17 patients with infectious gastroenteritis (control group), and all patients had no eczema. Post-emetic serum TARC levels and modified TARC levels (serum TARC value – normal mean for each age) were compared between the 2 groups. <b><i>Results:</i></b> The median (range) ages for the FPIES and control groups were 0.7 (0.5–6.2) and 1.8 (0.1–4.4) years, respectively (<i>p</i> &gt; 0.05). In the FPIES and control groups, median (range) TARC levels were 2,911 (1,062–7,816) and 600 (277–2,034) pg/mL, and median (range) modified TARC levels were 2,204 (355–7,109) and 129 (0–1,314), respectively. The TARC and modified TARC levels were significantly higher in the FPIES group than in the control group (<i>p</i> &lt; 0.001 for both). <b><i>Conclusion:</i></b> In the absence of eczema, post-emetic serum TARC levels might be a potential diagnostic biomarker for distinguishing FPIES from infectious gastroenteritis.
DOI: 10.17632/fkjjmj57xh
title: Prevalence and awareness of Varicose veins among nursing staff in MMDU: A survey study

description: Varicose veins (VV) are elongated, torturous veins of the lower limb. It is distended, swollen, twisted veins that are often greater than 3 millimeters and are most frequently found in the lower extremities. The aim of the study was to find out the prevalence and awareness of varicose veins among nursing staff in MMDU, 209 samples were recruited and were provided with an online questionnaire using google form including questions related to varicose veins prevalence and awareness. At the end of data collection and analysis, it was found that a fair number of participants were aware of Varicose veins.
DOI: 10.17632/kvk39wsth2
title: Data for: ANTIPLASMODIAL ACTIVITY OF TRITERPENES ISOLATED FROM THE METHANOLIC LEAF EXTRACT OF COMBRETUM RACEMOSUM P.BEAUV.

description: 1. Raw Data information on antimalarial activity 2. Spectra information on isolated compounds
DOI: 10.17870/bathspa.22194739.v4
title: Research data deposit licence

description: This is a copy of the deposit licence agreed by all users of BathSPAdata.
DOI: 10.17632/bfybtbwpxs
title: Fish Embryo Acute Toxicity (FET) Testing and the RTgill-W1 cell line as in-vitro models for Whole Effluent Toxicity (WET) testing: an in vitro/in vivo comparison of chemicals relevant for WET testing.

description: Data for FET study of WET common chemicals
DOI: 10.21233/cqrb-sa41
title: Gamov Peninsula, Posyet Bay ostracode surface sample dataset

description: Raw data for the Gamov Peninsula, Posyet Bay ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.10326770.v1
title: Qp^(-1)_structure_Kashiwagi&Nakajima2019.out

description: README<br>$1: Latitude (N)$2: Longitude (E)$3: Depth (km)$4: Qp^(-1)$5: The number of ray paths$6: The number of iterations ( = 5)$7: flag (upper crust = 1, lower crust = 2, mantle = 3, Pacific plate = 4)
DOI: 10.17632/ygy3pnbnxn
title: D'Gama et al, 2021

description: Data associated with D'Gama et al, Diversity and Function of Motile Ciliated Cell Types within Ependymal Lineages of the Zebrafish Brain, Cell Reports (2021), https://doi.org/10.1016/j.celrep.2021.109775
DOI: 10.17632/y8gybd7ky4
title: Oyster thesis

description: Oyster thesis