cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rvcxkbnx3h
title: Optimization of the closed-loop controller of a discontinuous capsule drive using a neural network

description: Research data connected to the following paper: Optimization of the closed-loop controller of a discontinuous capsule drive using a neural network.

In this paper, construction of a neural-network based, closed-loop control of a discontinuous capsule drive is analyzed. The foundation of the designed controller is an optimized open-loop control function. A neural network is used to determine the dependence between the open-loop controller’s output and the system’s state. Robustness of the neural controller with respect to variation of parameters of the controlled system is analyzed and compared with the original, optimized open-loop control. It is expected that the presented method can facilitate construction of closed-loop controllers of systems, for which other methods are not effective, such as non-smooth or discontinuous ones.
DOI: 10.17632/839gz5dchc
title: Cell Reports 2020 Carnevale Lorenzo et. al.

description: Microneurography Data Article DOI: 10.1016/j.celrep.2020.108494
DOI: 10.17632/c85kp386fd
title: Simulation Results for Effects of Global and Regional Dust Storms on the Martian Hot O Corona and Photochemical Loss

description: We examine here for the first time the effects of both global and regional dust storms on the formation of the Martian hot O corona and associated photochemical loss of O. Our study is conducted by utilizing our integrated model framework, which couples our Martian hot O corona model with a multifluid magnetohydrodynamic model for Mars for the dusty and clear atmospheric condition cases. We present our results with the most up-to-date cross sections for the O(3P)-CO2 collisions. The main effect of dust storms on the ionosphere is the upward shift of the ionosphere on the dayside, which results in an increase in production of hot O at all altitudes above the ionospheric peak. However, the dust-induced inflation of the neutral upper atmosphere results in an enhancement in collisional loss of hot O and thus effectively suppresses the hot O density, reducing the global photochemical loss rate by ~28% for the global dust storm scenario. The relative density structure of the hot O corona does not show any significant changes, while its magnitude decreases at all altitudes.
DOI: 10.17632/vwppw38kmc
title: Data for: Sugar phosphate analysis with baseline separation and soft ionization by gas chromatography-negative chemical ionization-mass spectrometry improves flux estimation of bidirectional reactions in cancer cells

description: This document incudes mass spectra data of PFBO- and TMS-derivatized sugar phospahtes and details of 13C-metabolic flux analysis of MCF-7 human breast cancer cell line.
DOI: 10.17632/rvyz2bv5zh
title: PAN India dataset from private university faculty members for the variables - heedful interrelating, self-determination and thriving at work.

description: This dataset was used to test the mediating effect of heedful interrelating on the direct effect of self-determination on thriving at work. A quantitative dataset was generated from educational professionals working in private universities across the twenty-six states of the Indian subcontinent. Email survey was employed, and valid responses from 396 respondents were tabulated and organized as demographic and scale data. Statistical findings show that heedful interrelating is a mediator that influences the state of thriving at work when self-determined and autonomously motivated. The interpretation of this study validate the organismic dialectic growth perspective inherent in individuals when employed within the academe, to scientifically proposing heedful interrelating as a mindset and strategy to balance the dialectic gap of the self-determination theory (SDT) specifically when functioning in a group context in the workplace. The implications of this study proposes to address maladaptive and ineffective functioning in the work context by using the characteristics of heed when interacting to achieve work goals. A theoretical contribution was proposed by adding heed as a factor to the dimension of relatedness in the self-determination theory. 
Scale data were generated from Likert-scale items within the measurement scales for the latent variables. The latent variables included self-determination (SD) as the independent variable, thriving at work (TAW) as the dependent variable, and Heedful Interrelating as the mediating variable. Reliable and validated measurement scales were used to generate the data. The independent variable of self-determination was measured using the Work-related basic needs satisfaction scale (W-BNS), Vanden Broeck et al. (2010), considering all the 23-items across the three dimensions of autonomy (7-items), competence (6-items) and relatedness (10-items). The dependent variable used the Thriving at Work scale, Porath et al. (2012) having 10-items across the two dimensions of vitality (5-items) and learning (5-items). The mediating variable of heedful interrelating was measured using 19-items adapted from the 6-items of the Heedful Interrelating in Collaborative Educational Setting (HICES) by Daniel & Jordan (2015), 8-items from Feeling of wholeness of teamwork by Stephens & Lyddy (2016) and 5-items from Paterson et al. (2014). All items were measured on a 5-point Likert scale ranging from strongly disagree (1) to strongly agree (5). The scales included reverse-coded items. Along with the dataset, survey questionnaire used and semi-structured interview questions to identify the presence of the SDT's dialectic gap. 
The dataset can be utilized for comparative studies across industries and cultures with respect to addressing the organismic dialectic growth perspective, SDT's dialectic gap through heedful interrelating, adding to the human dimension of sustainability measured through metric of thriving at work.
DOI: 10.17632/vhswhkdjkn
title: Data for: Low-temperature preparation achieving 10.95 %-efficiency of hole-free and carbon-based all-inorganic CsPbI3 perovskite solar cells

description: I-V for the solar cell with the best performance
DOI: 10.17632/62956883b6
title: mTOR lactylation acts to promote autophagy in skeletal muscle

description: Mice with a defect in mTOR lactylation in muscle due to the loss of LDHA exhibit impaired autophagy and cannot maintain normal muscle weight and function. Elevated mTOR K921 lactylation during aging in muscle may play a protective role against autophagic dysfunction-associated myopathy.
DOI: 10.17632/vbhdz7cnr2
title: Pure and Fibre-Hybrid Carbon Fibre and Polypropylene Layer-to-Layer 3D Woven Composite Micrographs

description: Micrographs (employing fluorescent dye) of pure carbon fibre and fibre-hybrid carbon fibre and polypropylene layer-to-layer angle interlock 3D woven composites post-Charpy impact test. The blue colour indicates resin. The fluorescent green colour, produced by resin infusion after the impact tests, highlights the cracks (and the surroundings of the samples).
DOI: 10.17632/hgssh35z5k
title: Processed Vessel Quantification Data for 28-day Bijel-Templated Implant Study in Nude Mice

description: Immunohistochemistry was performed on subcutaneous tissue sections around Bijel-Templated Material (BTM) and Particle-Templated Material (PTM) implants after 28 days in nude mice. Blood vessels were labeled with the endothelial cell marker CD31 and the pericyte marker alphaSMA. Tissue sections were imaged via fluorescence microscopy and vessel outlines residing within implants were traced and quantified. This dataset contains the area of traced vessels within BTM and PTM implants sorted in 200 micrometer bins relative to the implant boundary. Additionally, this dataset contains the total vessel area in per mouse per total tissue area in the corresponding 200 micrometer bin for BTM and PTM implants. Individual and average total vessel area (n=4, mean +/- standard error of the mean) were plotted versus 200 micrometer bins from implant boundary.
DOI: 10.17632/wwkrw3p9xt
title: Data for: Black carbon emissions from flaring in Russia in the period 2012-2017

description: The data contains new estimates for black carbon emissions from flaring in Russia for the period 2012-2017. Flaring locations and the flared gas volume were estimated from Visible Infrared Imaging Radiometer Suite (VIIRS). Black carbon emissions at flare sites were calculated based on oil and gas field-type-specific emission factors.
DOI: 10.17632/5kcdbtpscx
title: Non-Uniqueness of Hydrodynamic Dispersion Revealed using Fast 4D Synchrotron X-ray Imaging

description: Data related to hydrodynamic dispersion and the source code for the curvefitting
DOI: 10.17632/b6chbjzb33
title: SP500 and Oil

description: wti oil data and SP rv
DOI: 10.17632/kxcvnrtxxp
title: tabel and figure data hermin

description: Tabels data
DOI: 10.17632/9swr2bvtpt
title: Silicon dioxide on soybean and effect on Spodoptera frujiperda

description: The aim of this study was to evaluate the effectiveness of foliar application of SiO2 in inducing defense against Spodoptera frugiperda in soybean. 
The experiments were conducted in a completely randomized design with four treatments (0; 1; 2.5; 5% of SiO2). The effect on cannibalism, biological parameters (mortality, duration of the larval stage, duration of the pupal stage and pupal weight) and wear on the mandible of S. frugiperda were evaluated.
DOI: 10.17632/vdkr8vhsx3
title: Supplemental appendix for Differential risk of immunogenicity during Infliximab therapy across Hidradenitis suppurativa and other Chronic Inflammatory Diseases: A Retrospective monocentric cohort

description: Supplemental appendix for the brief report : "Differential risk of immunogenicity during Infliximab therapy across Hidradenitis suppurativa and other Chronic Inflammatory Diseases: A Retrospective monocentric cohort" published in the JAAD
DOI: 10.17632/2vd7mpx94m
title: Test Problems' Data Sets

description: The first Sheet: Test problem data This data sets were generated as the test problems for evaluating the performance of the proposed mixed-integer programming model as well as the Genetic Algorithm hybridized with variable neighborhood search. The first, second and third columns show the problem number, the station number and the stations' demands in bins, respectively. The second sheet: GA-VNS best solution The details for the best-found solutions obtained by GA-VNS are reported. The first three columns show the problem characteristics. The columns numbered 1-30 the details of the solutions including the supermarket assignment (the first row) and the transport vehicle assignment (the second row) for each problem solved are reported. The results of the calculation for each term of the considered objective function are provided under the rest of columns. For this considered problem the number of supermarkets (NS), total distance for feeding stations from supermarkets (distance), total installation cost of supermarkets (TIC), total vehicle procurement cost (TVPS), total shipment cost (TSC) and total cost (TC) are reported, respectively.
DOI: 10.17632/ctp8ftyb6v
title: SATDSK: A numerical simulation of the magnetic field due to saturated iron in cyclotron poletips

description: Title of program: SATDSK Catalogue Id: ABKI_v1_0 Nature of problem The program calculates the magnetic field due to uniformly magnetized iron poletips, with symmetries appropriate for cyclotron design studies. Versions of this program held in the CPC repository in Mendeley Data ABKI_v1_0; SATDSK; 10.1016/0010-4655(81)90033-3 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/chxp8x3ygn
title: Modularity of PRC1 Composition and Chromatin Interaction define Condensate Properties; Niekamp et al.; part 4 of 5

description: This project is described in: Modularity of PRC1 Composition and Chromatin Interaction define Condensate Properties (2023) and can be found on BioRxiv: https://www.biorxiv.org/content/10.1101/2023.10.26.564217v2

Here, we provide the experimental data together with the custom python code and ImageJ macros used for data analysis. Details on how the code works are given in the script itself.

This is part 4 of 5.

Part 1: Data for Figure 1, 2, and 3
Part 2: Data for Figure 4, 5, 6, and 7
Part 3: Data for Figure S1, S2, S3, S4, and S5
Part 4: Data for Figure S6
Part 5: Data for Figure S7
DOI: 10.17632/ykynkxn784
title: Data for: Investigating the Effect of Climate Uncertainty on Global Commodity Market

description: In the Excel file (Data for Investigating the Effect of Climate Uncertainty on Global Commodity Market.xlsx), the first sheet (Price Data) contains the monthly data for 63 global commodity prices, and the second sheet (PPI) contains the U.S. Producer Price Index, the third sheet (BiENSO_Factor) contains the Bimonthly SOI variable, and its factor extracted from the AR(1) endogenous regime switching in mean model, and the fourth sheet (Price Description) contains the brief description for the global commodity prices loaded in the first sheet.
DOI: 10.17632/bg7ts3xt5f
title: Data for: Cleaning method impact on the Mg/Ca of three planktonic species: a downcore study along a depth transect

description: The complete dataset used in the study.
DOI: 10.17632/g3hjnsygs7
title: Depletion of Mettl3 in cholinergic neurons causes adult-onset neuromuscular degeneration. Dermentzaki et al.

description: Motor neurons (MNs) are the critical mediators of motor commands generated within the central nervous system (CNS) to peripheral muscle targets. Due to their unique function, MN demise is a hallmark of several neurodegenerative diseases, such as spinal muscular atrophy (SMA) and amyotrophic lateral sclerosis (ALS). Post-transcriptional gene regulation can control RNA’s fate and function, and defects in RNA processing have been linked with MN loss. N6-methyladenosine (m6A), a post-transcriptional RNA modification with a prominent role in the CNS, controls diverse aspects of RNA metabolism, such as pre-mRNA splicing, nuclear export, stability, and translation. To assess the requirement of m6A in MNs, we depleted Mettl3 —the core m6A methyltransferase— in cells and mice. Mettl3 depletion in embryonic stem cell-derived MNs (ES-MNs) had profound and selective effects on MN survival and neurite outgrowth. Mice with MN-specific depletion of Mettl3 displayed a progressive decline in motor behaviors accompanied by MN loss and muscle denervation, culminating in paralysis and death starting at around eight months of age. Remarkably, only MNs innervating fast-fatigable muscles degenerated, while those innervating slow muscles were spared. The selectivity of this phenotype is reminiscent of the pattern of differential vulnerability observed in ALS. The effects of m6A modification are conveyed by “reader” proteins recruited to m6A-edited RNA sites. We found that depletion of Ythdf1 or Ythdf3 readers in ES-MNs phenocopied Mettl3 deletion, indicating that the action of m6A in MNs is reader-dependent and arguably mediated by subsets of modified transcripts. Among these m6A targets, we found Transactive response DNA-binding protein-43 (TDP-43) and discovered that its expression is under epitranscriptomic control. Thus, impaired m6A signaling disrupts MN homeostasis and triggers neurodegeneration conceivably through TDP-43 deregulation.
DOI: 10.17632/ybp9xd5pjh
title: A least-squares spectral curve fitting routine for strongly overlapping Lorentzians or Gaussians

description: Title of program: LGFIT2 Catalogue Id: ABMK_v1_0 Nature of problem A program is described for fitting a background level plus or minus the sum of a number of lorentzian or gaussian lineshapes to experimental spectra, honoring linear constraints between arbitrary pairs of parameters. Versions of this program held in the CPC repository in Mendeley Data ABMK_v1_0; LGFIT2; 10.1016/0010-4655(75)90028-4 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/kf537pvhsg
title: Data for: Potassium isotope systematics of oceanic basalts

description: Data set behind article "Potassium isotopic systematics of oceanic basalts: implications for mantle composition"
DOI: 10.15468/dl.epapwv
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xysticus fraternus Banks, 1895"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001523-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hmpcryrnm7
title: Dataset of the National Herbarium of Côte d'Ivoire

description: This database represents the digital database of the national center of floristics of the university Felix Houphouët Boigny Cocody Abidjan Côte d'Ivoire
DOI: 10.17632/nj4tdzrdt3
title: Load-driven interactions between energy efficiency and demand response on regional grid scales: Data inputs

description: This repository contains building and system-level load data used as input to the
modeling presented in the paper "Load-driven interactions between energy efficiency 
and demand response on regional grid scales" by Gerke et al., published in
Advances in Applied Energy in 2022.

There are three subdirectories containing data corresponding to one of the
grid regions analyzed in the paper, namely California (CAMX), Texas (ERCT), and 
New England (NENG). Each region's subdirectory contains data subdirectories
containing the building and system-level load shape data for each of several
energy efficiency (EE) scenarios considered in the paper.
DOI: 10.17632/rt3snt5n9d
title: Monitoring data of HS4 dripwater in Heshang Cave

description: Including daily rainfall amount data from 2004 to 2023, monthly temperature data from 2004 to 2023, HS4 drip rate from 2004 to 2023, and HIX data of HS4 dripwater
DOI: 10.17632/gfygbsw82y
title: Supplementary table I(a-c)

description: Overview of potentially related adverse events during treatment, including action, course and type.
DOI: 10.17632/rm9w7y7bdb
title: Data for: Criteria for Assessing a Sustainable Hotel Business

description: Due to the potential negative environmental, cultural, and social impacts of tourism, hotels have responsibilities to act in a sustainable manner. The objective of this research was to identify criteria against which they can measure their impacts. The paper reports the findings of a workshop involving industry and academic personnel who validated 66 possible criteria, which were then tested using a sample 177 experts selected from the hotel industry and academia. Using R, a confirmatory factorial analysis found five dimensions based on 40 criteria, distributed as follows: environmental (11), social (10), cultural (4), economic (8), and political (7) dimensions, and a hierarchical order was established. It is suggested that these have managerial implications.
DOI: 10.17632/7chx9tzcmb
title: Elite controller data

description: Elite controller raw data
DOI: 10.17632/xjz5pznb76
title: Data for: On the Intraday Dynamics of Oil Price and Exchange Rate: What Can We Learn from China and India?

description: Data and code
DOI: 10.17632/5fdd2bzn53
title: Time to tertiary care

description: TIME TO TERTIARY CARE IS ASSOCIATED WITH INCREASED MORTALITY IN DECOMPENSATED CIRRHOSIS AND ALCOHOL-ASSOCIATED HEPATITIS
DOI: 10.17632/hy28gb37tg
title: Calculating Hazard Indices for PFAS in California's Drinking Water

description: Per- and polyfluoroalkyl substances (PFAS) are a group of synthetic chemicals widely used for their water- and grease-resistant properties. PFAS compounds have strong chemical bonds, consisting of fluorine, carbon, oxygen, and hydrogen, which vary in chain lengths. Their persistence and potential adverse health effects have made them significant environmental pollutants. This data investigates the extent and impact of PFAS contamination across California by calculating the Hazard Index from Geotracker, California State Water Resources Control Board's data management system. The dataset was processed to generate an extensive dataset with latitude and hazard index within California consisting of 1) data sorting, 2) splitting data, 3) Location Specific Manipulations, 4) Hazard Index Calculations, and 5) Aggregated Hazard Index Calculations. Python was used with the Pandas library to analyze, manipulate, and process the data. The open source library in Python, xlswriter was then utilized to read and write the data into Excel files.
DOI: 10.15468/dl.yx4jcw
title: Occurrence Download

description: A dataset containing 2583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pomacea maculata Perry, 1810)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2583 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001524-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9vm5vzw5b8
title: Data for: Atmospheric Particulate Characterization by ToF-SIMS in an Urban Site in Beijing

description: ToF-SIMS and PCA analysis
DOI: 10.17632/w3g4dpxfnr
title: Apatite geochemical perspectives on the maturation of continental arc crust via mush remobilization during magmatic flare-up

description: This dataset contains five tables, the data support the figures and discussions in a project on the petrogenesis of three closely related Cretaceous plutons in the Gangdese arc, southern Tibet. These data revealed that the temporal compositional evolution of these plutons represents the maturation of continental arc crust during magmatic flare-up through mush remobilization and mixing. The titles for the five talbes are: LA-ICP-MS zircon U-Pb isotopes data for the three Cretaceous plutons from the Nyemo-Namling area of the Gangdese arc, southern Tibet (Table S1). Whole-rock major-trace elements data for the three Cretaceous plutons from the Nyemo-Namling area (Table S2). Whole-rock Sr-Nd isotopes data for the three Cretaceous plutons from the Nyemo-Namling area (Table S3). Major-trace element compositional data for apatite from rocks in the three Cretaceous plutons of the Nyemo-Namling area (Table S4). Nd isotopic data for apatite from rocks in the three Cretaceous plutons of the Nyemo-Namling area (Table S5).
DOI: 10.17632/hzmx5nkyff
title: 3D Human Induced Pluripotent Stem Cell-derived Bioengineered Skeletal Muscles for Tissue, Disease and Therapy Modelling

description: Raw/source data for: 3D Human Induced Pluripotent Stem Cell-derived Bioengineered Skeletal Muscles for Tissue, Disease and Therapy Modelling
Luca Pinton, Moustafa Khedr, Valentina M. Lionello, Shilpita Sarcar, Sara M. Maffioletti, Sumitava Dastidar, Elisa Negroni, SungWoo Choi, Noreen Khokhar, Anne Bigot, John R. Counsell, Andreia Sofia Bernardo, Peter S. Zammit, Francesco Saverio Tedesco. Please refer to manuscript for details on hypothesis, findings and interpretation linked to these data. Please note that this is a protocol paper linked to other raw data in: https://doi.org/10.17632/d826fxhr3b.1
DOI: 10.17632/j3cy26nn8s
title: Data and code for "A kinetic model of continuous radiation damage to populations of cells: Comparison to the LQ model and application to molecular radiotherapy"

description: Replication data for our study "A kinetic model of continuous radiation damage to populations of cells: Comparison to the LQ model and application to molecular radiotherapy".