cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22336357.v4
title: Recovery of historical flow direction based on particle orientation characteristics

description: The code is mainly written through MATLAB Live script, the benefit of Live script is that you can see the results of the code. The MATLAB version used here is 2023b, and if it is an earlier version, you may encounter problems, I have not tried it with an earlier version. Each folder corresponds to each figure in the paper, Dataset is the data used by the code, Sharecode is the common code used by each figure, GenerateImbricatedSurfaces.mlx is the code used to generate the artificial gravel beds.<br>The Dataset contains the flume gravel surfaces I-250b, II-240 from Aberle and Nikora (2006) and the river bed data (Wai-b) from Smart et al (2002). Please cite the corresponding literature if you use these two data.<br>Aberle, J., Nikora, V.I., 2006. Statistical properties of armored gravel bed surfaces. Water Resour Res 42, W11414-n/a. https://doi.org/10.1029/2005WR004674Smart, G.M., Duncan, M.J., Walsh, J.M., 2002. Relatively Rough Flow Resistance Equations. J Hydraul Eng ASCE 128, 568–578. https://doi.org/10.1061/(ASCE)0733-9429(2002)128:6(568)<br><br>
DOI: 10.6084/m9.figshare.27092236.v1
title: Dataset and code

description: This data and code used for Global ecosystem nitrogen cycling reciprocates between land-use conversion and its reversal
DOI: 10.17632/bbphhvk6pr
title: Synthetic Data Revolutionizes Rare Disease Research: How Large Language Models and Generative AI are Overcoming Data Scarcity and Privacy Challenges

description: This is the draft version which has all the research specific information
DOI: 10.6084/m9.figshare.14141126.v1
title: Ratio of gene expression under hypoxic and normoxic conditions(HN-ratio)

description: Ratio of gene expression under hypoxic and normoxic conditions(HN-ratio) based on meta-analysis
DOI: 10.6084/m9.figshare.20161595.v1
title: GPS-IMU-SF-comparison

description: data set for 12 horses (column 1), 3 runs each (column 2: 1 inside lane, 2 middle lane, 3 outside lane)), at target speed of 16.1m/s (36 miles per hour). Data set containing 61 samples per run including: -stride frequency extracted from GPS speed fluctuations collected with a 10 Hz GPS logger (SF GPS), Vbox sport, 2022 version -stride frequency extracted from a IMU data logger (Xsens DOT 2nd generation) logging at 120 Hz and configured for 'dynamic' settings, (SF IMU). SF IMU data downsampled to match SF GPS data. -synchronization fo GPS and IMU data via root mean square error calculation of GPS and IMU heading (yaw) values. -average value of SF GPS and SF IMU -difference between SF GPS and SF IMU -average and difference for Bland and Altman analysis of method agreement. <br> in addition to the GPS and IMU SF data, a MATLAB script is provided (findSFfromGPSspeed.m) that can be used to extract SF values from GPS speed values (sampled at 10 Hz). AN example file containing GPS speed (Horse12-Speed.csv) is also given for that purpose.
DOI: 10.6084/m9.figshare.26826391.v1
title: data

description: SPEI, NDVI , vegetation distribution data
DOI: 10.17632/6p2kmrsbk9
title: Systematic review of parenting education programmes implemented in the educational context

description: Databases of the systematic review developed according to the PRISMA 2020 Protocol: "Systematic review of parenting education programmes implemented in the educational context".

Research questions: What are the characteristics of the parental education group programs included in the study and how are they related to the prevention or attention to the risk of early school dropout? What are the predominant approaches in their development? Do they present similarities with the principles of positive parenting? What is the degree of evidence of the programs included in the study? 

A search was conducted in the WOS, SCOPUS, ERIC, and PsycArticles databases (final search 08/10/2020). The articles were then selected following the inclusion criteria (group programs, with a positive parenting approach, with an evaluation design and evaluated, for parents with adolescent, and universally accessible or preventive); and exclusion criteria (book section).
DOI: 10.17632/b78bc94d95
title: Real operational data for the Concrete Delivery Problem

description: The dataset consists of 263 instances corresponding to daily orders of concrete from construction sites in Quebec, Canada. A concrete producer, i.e., a concrete-producing company that delivers concrete, provided the raw data. We cleaned the data by removing entries corresponding to non-complete orders. We processed these raw data to form instances useful for benchmarking optimization algorithms developed to solve the CDP. We also anonymized the published dataset by removing any client information and addresses corresponding to production or construction sites. The dataset is useful for researchers and practitioners studying the CDP. It can be processed to create artificial data for variations of the CDP. In its current form, the data contain information about intra-day orders. Thus, selected instances from the dataset are useful for CDP's dynamic aspect considering real-time orders.
DOI: 10.17632/csvhpkt8tm
title: Global Inventory of Commercial Spyware & Digital Forensics 

description: Global inventory of commercial spyware & digital forensics technology procured by governments. Focuses on three overarching questions: Which governments show evidence of procuring and using commercial spyware? Which commercial firms are selling targeted surveillance technology and what are their countries of origin? What types of activities are government agencies using the technology for?

This version includes several important changes: 
--Incorporates two categories of targeted surveillance technologies: spyware and digital forensics (physical tools used to breach digital devices in order to extract and analyze stored data). It does not include other types of targeted surveillance, such as network monitoring/lawful interception technologies.
--Organizes the dataset by event type in separate entries rather than aggregating spyware firms by country.
--Takes advantage of the wider scrutiny of the spyware industry in the past two years, which has generated more details and sourcing about new vendors and operators.

Source material derives from the Citizen Lab, Freedom House, Privacy International, the Council on Foreign Relations’ Cyber Operations Tracker, the Electronic Frontier Foundation, Article 19, Access Now, and an assortment of related research organizations. The inventory also includes data from major print and news media outlets (e.g., The New York Times, Reuters, Haaretz, Financial Times, The Wall Street Journal). The inventory focuses on incidents occurring between 2011 and 2023. Updated March 2023.
DOI: 10.17632/ngpd634smf
title: mSANN model benchmarks

description: This data set contains scripts and dataset needed to reproduce the results in the following paper: Mohamed Amine Bouhlel, Sicheng He, and Joaquim R. R. A. Martins. Scalable gradient-enhanced artificial neural networks forairfoil shape design in the subsonic and transonic regimes. In this paper, we mainly produced three studies: * An analytical test case stored in the repository "Rosenbrock": This repository contains the dataset for running the training and validation of the models. It also contains three repositories ANN, SANN, and mSANN that contains the scripts needed to rerun the models, respectively. * The airfoil shape design analysis test case in both subsonic and transonic regimes in the repository "Analysis/mSANN": This repository contains three repositories "cd", "cl", and "cd" for training the mSANN model on the aerodynamic coefficients. Each sub-repository contains the dataset (for training, validation, and testing the model) and two script files run.py and prediction.py for training the neural network and make predictions. * The airfoil shape design optimization test case in both subsonic and transonic regimes in the repossitory "Optimization": This repository contains two repositories "subsonic" and "transonic" for running an optimization either using the mSANN model or CFD.
DOI: 10.17632/6s5hn73jcv
title: Proteomics explains client specificity of the human Sec62/Sec63 complex in ER protein import

description: In mammalian cells, one-third of all polypeptides are transported into/across the ER-membrane via the Sec61-channel. While the Sec61-complex facilitates translocation of all polypeptides with amino-terminal signal peptides (SP) or transmembrane helices, the Sec61-associated Sec62/Sec63-complex supports translocation of only a subset, i.e. in a substrate-specific manner. To characterize Sec62- and Sec63-dependent precursors, we combined siRNA-mediated Sec62- or Sec63-depletion in human cells, label-free quantitative proteomics, and differential expression analysis. Alternatively, their CRISPR/Cas9-mediated knock-out in HEK 293 cells was carried out. The results were validated by western blotting under similar steady-state conditions and after short-term over-expression and simultaneous proteasome inhibition, respectively. SP analysis of Sec62- and Sec63-clients revealed the distinguishing feature. Thus, Sec62/Sec63-complex acts as an sp-receptor on the ER-membrane’s cytosolic face for certain precursor polypeptides and triggers substrate-specific (and regulated) opening of the Sec61-channel by its interactions with Sec61α.
DOI: 10.17632/h3zp6zkc6j
title: Role of iodine recycling on sea-salt aerosols in the global marine boundary layer

description: Data used in the manuscript, 2021GL097567, submitted to GRL with the title "Role of iodine recycling on sea-salt aerosols in the global marine boundary layer".
DOI: 10.6084/m9.figshare.26918827.v1
title: 降雨强度

description: Rainfall intensity data
DOI: 10.6084/m9.figshare.27263610.v1
title: Data for Public Perceptions and Acceptance of Green Hydrogen Technologies in China

description: Using a structured online questionnaire, data from 625 participants in areas with hydrogen refueling infrastructure were collected between April and June 2024. The findings emphasize the importance of trust in government, technological literacy, and community perception in shaping public acceptance.
DOI: 10.17632/jk47c38v72
title: Co-exposure to polyethylene microplastics and house dust mites aggravates airway epithelial barrier dysfunction and airway inflammation via IL-8 signaling pathway in a mouse model of asthma

description: Background: Environmental pollutants have been found to contribute to the development and acute exacerbation of asthma. Microplastics have received widespread attention as an emerging global pollutant. Airborne MPs can cause various adverse health effects.Due to their hydrophobicity, MPs can act as a carrier for other pollutants, pathogens, and allergens. This carrier effect of MPs may adsorb allergens and thus make the body exposed to MPs and a large number of allergens simultaneously. We hypothesized that co-exposure to inhaled MPs and aeroallergens may promote the development of airway inflammation of asthma by disrupting the airway epithelial barrier. 
Methods: The effects of co-exposure to Polyethylene microplastics (PE-MPs) and allergens on allergic airway inflammation and airway epithelial barrier were examined in a mouse model of asthma. The mice were divided into the following four groups: (i) Control group, treated only with PBS; (ii) MP group, exposed to PE-MPs and PBS; (iii) Asthma group, sensitized and challenged with HDM; (iv) Asthma+MP group, asthma group intranasally exposed to PE-MPs. Histology and ELISA assays were used to evaluate the severity of airway inflammation. FITC-dextran permeability assay, immunofluorescence assay, and RT-PCR were used to evaluate the airway epithelial barrier function and the expression of relevant molecules. Transcriptomics analysis with lung tissue sequencing was conducted to identify possible pathways responsible for the effects of PE-MPs. 
Results: Co-exposure of mice to PE-MPs and HDM induced more inflammatory cell, bronchial goblet cell hyperplasia, collagen deposition, allergen sensitization, and Th2 immune bias than HDM-sensitized mice without PE-MPs treatment. PE-MPs and HDM co-exposure aggravated oxidative stress injury in the lung. The production of airway-derived cytokine IL-33 was also increased in the BALF of mice co-exposed to PE-MPs and HDM. In addition, co-exposure to PE-MPs and HDM reduced the integrity and the expression of relevant molecules of the airway epithelial barrier. Lung tissue transcriptomics analysis revealed that PE-MPs exposure was associated with IL-8 signaling and neutrophil activation in asthmatic mice.
DOI: 10.6084/m9.figshare.24518662.v1
title: Dataset and analysis script of <b>Effects of human disturbance on detectability of non-breeding birds in urban green areas</b>

description: Bird survey data associated with human disturbance, phenological and weather variables. Script containing the N-mixture modelling workflow used in the analyses.Data and script of <b>Effects of human disturbance on detectability of non-breeding birds in urban green areas</b> by S. Ramellini, S. Lapadula, L. Bonomelli, D. Sciandra, M. Falaschi.The following files are made available:Urban_birds_detection_models.R: Script to run the analyses presented in the manuscript.counts.Rdata: species survey counts used in the analyses.detection_covariates.Rdata: standardized variables used in the analyses.<br>
DOI: 10.6084/m9.figshare.5838441.v1
title: Discharging 26650.txt

description: EIS spectra of a LiFePO4/Graphite 26650 cylindrical cell, at different SOCs (state-of-charge).[Discharging mode]<br>Loop 0-8 (from 100% to 0% SOC, increment= -12.5%)
DOI: 10.17608/k6.auckland.7033448.v1
title: Revisiting Mathematical Equations in R: The 'dvir' package

description: This report describes an R package called 'dvir' that aims to use TeX as a layout engine, but performs all rendering within R. The package reads DVI files that are produced from TeX files and renders the content using the R package 'grid'.
DOI: 10.17632/4cdprfmv95
title: Orthorexia Nervosa Risk Assessment of Athletes vs Sedentary
DOI: 10.17632/dskvw99cx9
title: Aerial images potato crop-row dataset

description: The images used for the experiment are of three-channel multispectral and RGB acquired from potato fields at an altitude of around 25 meters. The resultant combined training dataset including the augmented images contains a total of 288 multispectral images and 210 RGB images.
DOI: 10.6084/m9.figshare.21655997.v5
title: Supplementary Material for: State-of-the-Art Opinion Article on Ventilator-Induced Diaphragm Dysfunction: Update on Diagnosis, Clinical Course, and Future Treatment Options

description: Evidence from both animal and human studies now supports the development of ventilator-induced diaphragm dysfunction (VIDD) starting as early as 24 h after initiation of mechanical ventilation in the intensive care unit (ICU). However, although the concept of VIDD is now widely accepted, there remain several unanswered questions regarding its pathophysiology, rate of development, and (potentially) recovery after mechanical ventilation.This state-of-the-art opinion article briefly explains VIDD and provides an update on its clinical and prognostic relevance. It then focusses on state-of-the-art diagnostic approaches to determine diaphragm function, strength, and control (neural and peripheral), highlights knowledge gaps relevant to VIDD, and discusses the use of diaphragm pacing for VIDD prevention. It is suggested that future research projects in mechanically ventilated patients would ideally use both cortical and cervical phrenic nerve stimulation studies over time (including also diaphragm electromyography) as the gold standard techniques. This approach has not yet been utilized in a longitudinally designed study in the ICU. Application of these gold standard techniques would allow better understanding of the true pathophysiology and rate of development of VIDD. Notably, these techniques would be superior to diaphragm ultrasound, which yields surrogate markers of diaphragm function only without any direct measure of diaphragm strength or control. It is also suggested that such translational research would further advance understanding of diaphragm pacing as a very promising treatment option for VIDD.
DOI: 10.6084/m9.figshare.24806457.v2
title: Dataset of "The role of contextual and individual factors in male mate choice for size in a marine snail"

description: Variables in the dataset:Day: Day of the experiment (from 1 to 5).Batch: Batches within each day of the experiment. 1="morning", 2="afternoon".Treatment: Treatments devised for the experiment. 1="Same females", 2="Different females".MaleIndividual: Number assigned to each male individual used in each mating chamber.MaleSize: Size (shell length in mm) of the individual male snail used in each chamber.MaleSizeClass: Size classes of each of the male individual snails used. 1="S<sub>B</sub>", 2="S<sub>C</sub>", 3="S<sub>D</sub>".FemaleSize: Size (shell length in mm) of each of the five female snails used in each ball.FemaleSizeClass: Size classes of each of the female individual snails used. 1="S<sub>A</sub>", 2="S<sub>B</sub>", 3="S<sub>C</sub>", 4="S<sub>D</sub>", 5="S<sub>E</sub>".Mating: Whether there was a mating or not between the male in each chamber and one of the five females. 0="No mating", 1="Mating".Repeatability: Measure of repeatability for the mating preference.<br><br>
DOI: 10.6084/m9.figshare.26073926.v1
title: HiGTS_2001s1

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface from January 1, 2000 to December 31, 2023.HiGTS_2001s1 contains the data from January 1, 2001 to March 31, 2001.
DOI: 10.6084/m9.figshare.7387610.v1
title: Multi-centre Epilepsy Lesion Detection Project conducting clinical research in an open-science framework presentation

description: 20 minute lightning talk presentation by Sophie Adler from the University College London at the Better Science through Better Data 2018 event. The video recording, slides and scribes are included.
DOI: 10.6084/m9.figshare.c.3935359_d7.v1
title: Additional file 4: Table S3. of Identification of drought-responsive miRNAs and physiological characterization of tea plant (Camellia sinensis L.) under drought stress

description: Camellia sinensisÂ known miRNAs differentially expressed between normal water supply and mild drought stress (CK vs. T1). (XLSX 14Â kb)
DOI: 10.15468/dl.hr7b83
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((47.7498 -11.7869,47.7727 -11.4035,47.4196 -11.0667,47.0031 -11.1387,46.8237 -11.3675,46.8362 -11.7955,47.1096 -12.0382,47.5164 -12.0227,47.7498 -11.7869))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013048-250525065834625/datasets/export for details.
DOI: 10.17608/k6.auckland.7628834.v1
title: Supplemental Files

description: Supplemental Files referenced in doctoral thesis by Nicholas Knowlton<br>
DOI: 10.17632/4gsj8cncdy
title: Data_Fin Dev

description: The Data is a secondary data collected from World Development Indicators and Worldwide Governance Indicators. The statistical software used was R-software, I added the pdf Version of my analysis
DOI: 10.17632/4vj3zyy5d6
title: Recent Changes in the Climatological Characteristics of Daily Contiguous Rain Areas over India Mansi Bhowmick, Sandeep Sahany, Ananda Kumar Das

description: Codes for data analysis and plotting.
Processed data is available from first author upon reasonable request.
DOI: 10.17632/5jdxx67dhj
title: A neuropsycholinguistic chronometric embodied cognition investigation of the vertical representation of affect in visuo-spatial target detection

description: In two psychophysical experiments we investigated if experimentally induced affective states (positive vs. negative mood induced by film-clips) bias subsequent performance in a computerised visual singleton target detection task. Neuropsycholinguistic research indicates that affective conceptual metaphors consistently associate positive affect with elevated vertical spatial positions and negative affect with depressed spatial positions. According to the generic neuronal theory of thought and language, these semantic percept-concept association are neurocomputationally encoded in Gestalt circuits according to Hebbian principles of long-term potentiation/depression (LTP/LTD) and spike-timing depended plasticity (STDP), inter alia. Based on this theoretical background we predicted a priori that positive experimental mood induction facilitates reaction times (RTs) for target detection in the superior visual field (VFS) relative to the orthogonal inferior visual field (VFI). Vice versa, we expected that negative mood induction facilitates target detection RTs in VFI relative to VFS (Experiment 1 and 2). In addition, Experiment 1 explicitly tested the prediction that affective states bias perceptual judgments on the horizontal axis. Ex hypothesi, we predicted that positive mood induction facilitates target detection RTs in the right temporal visual field (VFR) compared to the contralateral left field (VFL). Per contrast, we predicted the inverse effect for target detection RTs in VFL versus VFR. Impetus for the last hypothesis was derived from the neuropsychological valence model of hemispheric processing of emotion perception which postulates asymmetric neuronal lateralisation for specific classes of emotions. The data did not corroborate our directional predictions. All a priori formulated hypotheses were falsified in a quasi-Popperian sense (in support of the urgently needed open-science revolution we provide a URL to the raw data for the purpose of statistical cross-validation and/or analytical reviews). Implications of the findings are discussed in the generic theoretical framework of embodied cognition and we will expound the crucial importance of negative results in a meta-analytic context (e.g., big-data AI machine learning / publication & confirmation bias). Furthermore, the de facto irrational epistemological basis of current publishing praxis is criticised from a universal philosophy of science vantage point. We will close with a critical embodied cognition discussion of the detrimental effects of constant screen exposure (e.g., ocular fixation on *smart*phones) on the development of the neuroplastic sensorimotor architecture of children.
DOI: 10.6084/m9.figshare.14768958.v2
title: AMB - Monitoring Checklist.xlsx

description: Toolkit and checklist for Anaemia Mukt Bharat programme monitoring at District, Block, AWC , Schools and IFA consumption Validation tool fusing LQAS methodology, A qualitative semistructure questionnaire to understand trajectory of Severe Anaemia in pregnant woman and lactating mothers in the field