cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4dg2c9vzft
title: Data for: Measuring and modelling of apple flower stigma temperature as a step towards improved fire blight prediction

description: Thermal_Imagery_Data.csv is the processed data for the infrared thermograph on flower temperatures. - The column IR_Temperature indicates the infrared temperature (in Celcius). - The column Mounted_Thermocouple is either a number or a nan. When it is a number, it refers to the thermocouple that was measuring the same flower at the time of the thermal photograph. - The column Cloud_Cover indicates the cloud cover at the time of sampling (C for cloudy, S for sunny, M for mixed, N for night). - The column ID is to distinguish each flower. Weather_Station_Data.csv is the raw weather data taken by the weather station within the orchard - Data is for 2018 and 2019, from May 1 to July 1 - The columns Max_Temperature, Min_Temperature, Mean_Temperature all refer to the hourly maximum, minimum and mean temperature recorded at the station - The columns with the added sufix "Lag" indicates that it is the data from the previous hour. - The column Cloud_Cover is to indicate the cloud cover at each hour (C for cloudy, S for sunny, N for night) Thermocouple_Data.csv is the processed thermocouple data taken from the stationnary thermocouples for both 2018 and 2019 - Each number in paranthese (ex : Temp_C_Avg(1)) designates a specific thermocouple - The columns with "Avg" are for the 5-min average temperature data, the columns with "Min" are for the 5-min minimum temperature recorded data and the columns with "Max" are for the 5-min maximum temperature recorded data. - When there is no data means that there was no recording at that time or that it was removed because the thermocouple was detached from the flower.
DOI: 10.17632/2tmh2y9z73
title: Validation Data for the Seq2Turk Spell Check Model

description: This is the validation set used to train the seq-to-seq RoBERTa model in our paper.
We collected approximately 38 gigabytes of text from various internet sources from Turkish Wikipedia, Turkish OSCAR, and
some news sites. From these data, the error-free ones were filtered out, and then data was generated using the functions that produce typos, as mentioned in the paper.
In the dataset, the [ORG] token is used as a delimiter. The part written before [ORG] contains the sentence with typos, while the part after [ORG] contains the correctly written version of the sentence.
DOI: 10.17632/89x5khkx5f
title: Physical and psychological sequelae at three months after acute illness in COVID-19 survivors

description: Raw data of the publication with the DOI 10.23736/S0031-0808.21.04399-8.
DOI: 10.17632/mh9d3494kp
title: Data for: Natural Variability and Warming Signals in Global Ocean Wave Climates (2021) Geophysical Research Letters

description: This repository contains data of the article: Odériz, Itxaso; Silva, Rodolfo; Mortlock, Thomas; Mori, Nobuhito; Shimura, Tomoya; Webb, Adrean; Padilla-Hernández, Roberto; and Villers, Sofía, (2021), “Natural Variability and Warming Signals in Global Ocean Wave Climates ".Geophysical Research Letters The characteristics of the wave climate types are provided.
DOI: 10.17632/6dmn9phr74
title: Work-family conflict, exhaustion, and withdrawal

description: Work-family conflict, exhaustion, and withdrawal
DOI: 10.17632/9knckkzfg7
title: Conditional activity and selectivity of the APD-CLDs
DOI: 10.17632/d5m9my4hmb
title: BE-43547 has in vivo anti-tumor activity in mouse tumor models
DOI: 10.17632/btpn7s2bff
title: Mesenchymal stem/stromal cell quality control: validation of mixed lymphocyte reaction assay using flow cytometry according to ICH Q2(R1)

description: Mesenchymal stem/stromal cells (MSC) have immunomodulatory properties, studied in a wide range of diseases. Validated Quality Controls must be able to confirm this activity in the context of clinical trials. This study presents the validation of a method, quantifying the ability of MSC to inhibit T cell proliferation according to the ICH Q2 standard. Peripheral blood mononuclear cells (PBMC) from a bank of ten donors, labeled with CellTrace Violet (CTV), were co-cultured with MSC at seven different ratios for seven days. Flow cytometry analysis was used to obtain the percentage of division (PD) of T cells. Two parameters were calculated: the percentage of inhibition (PI) of T cell proliferation, for each ratio X, determined using the following formula PI ratio X = (PD control – PD ratio X) / PD control, and the corresponding area under the curve (AUC). The validation of two different CTV-PBMC banks did not show any statistical difference and demonstrated stability over 509 days of storage. Analysis of repeatability and reproducibility showed a standard deviation (SD) of 6.1% and 4.6%, respectively. Robustness analysis, corresponding to the ability of a method to resist small but deliberate variations in its parameters, for PBMC, and MSC, did not present any difference. The assay was linear on the exploited range and permitted to distinguish MSC presenting different ranges of inhibition activity. This quantification method of MSC immunomodulatory activity displayed low analytical variability, sufficient robustness, and no inter-bank variability of PBMC. Therefore, it could be used for MSC manufacturing batch qualification.
DOI: 10.17632/6bn7b74fmc
title: Gaze Buttons Revisited.Looking for an Effective Way of "Clicking" without the Mouse - dataset

description: The fundamental problem for designing a gaze-based human-computer interaction is related to development of an effective method for activating graphical user interface elements by means of gaze only. Such a method should be easy for the user to apply, however at the same time, it requires eye movements that are clearly different from the natural behavior of the eye. We examined three methods of button activation by gaze, looking for the most effective way of gaze "clicking". These were: 1) the most standard method based on the use of dwell-time, 2) its modification based on detection of fixation located inside the buttons area and 3) and the most novel method based on gaze gestures consisting of movement into the button area and outward movement in the approximately opposite direction. We compared these gaze control methods under homogeneous conditions, which allows for a more reliable assessment of their relative usefulness. Two layouts of buttons were used: arranged on a grid, like on a telephone pad, and on a circle with an empty center. The experimental task was to enter a set of four-digit PINs using a set of gaze buttons corresponding to ten digits. A group of novices were instructed to use all the three methods and both button layouts (six experimental conditions). The activation methods were compared in terms of system usability, objectively measured by the PIN entry speed and the number of errors, as well as using a subjective SUS questionnaire. The system based on gaze gestures was worse in both measures; however, it had its followers. The method based on fixation detection instead of dwell-time did not significantly increase the entry speed due to the greater number of errors caused by non-intentional buttons activation. The circle layout turned out to be generally more convenient than the telephone pad layout.
DOI: 10.17632/mj3vyvbgg4
title: Data for: Magnetic Fe3O4 @ porous activated carbon effervescent tablet-assisted deep eutectic solvent-based dispersive liquid-liquid microextraction of phenolic endocrine disrupting chemicals in environmental water

description: This file contains all the data covered by the article.
DOI: 10.17632/tjw8j5gxgz
title: A general-purpose routine for the analysis of spectroscopic peak shapes

description: Title of program: SPEC3 Catalogue Id: ABMM_v1_0 Nature of problem The program analyzes spectroscopic peak shapes parametrically (eleven parameters). A simulated spectrum may be juxtaposed, adjusted variously, and similarly analyzed. Plotting is provided. Versions of this program held in the CPC repository in Mendeley Data ABMM_v1_0; SPEC3; 10.1016/0010-4655(75)90002-8 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/2xnhkyvjch
title: Data for: Soil site suitability analysis using geo-statistical and visualization techniques for selected winter crops in Sagar Island, India

description: The data set contains tables and figures on landuse land cover pattern, distribution of soil properties collected from 251 grid cells with resolution of 1 km by 1 km, and as well as soil suitability analysis of winter crops (Sunflower, Chilli, potato and mustard) in the Sagar Island. Table 1 and figure 1 represent area and percent of total geographical area under different landuse land covers derived from satellite images. Tables 2 and 3 represent variation in soil properties and the estimated soil suitability index values for the winter crops in the Island. Figures 2, 3 and 4 represent percent area under different classes and variation of soil properties (pH, SOC, EC, particle size distribution, macro-nutrients NPK percent distribution) while figure 5 represents variation in soil suitability index across the Island. We also supplied row data on LULC classes (with pixel numbers), measured soil properties, classes of soil properties and in detail the methodology we adopted in estimation of soil quality indices for the four above mentioned different crops in excel sheets.
DOI: 10.6084/m9.figshare.28465022.v1
title: methane and nitrous oxide fluxes in an urban wetland via open dynamic flux chamber method

description: we devised a dual-channel open dynamic flux chamber (DFC) method and subsequently employed it to monitor the CH₄ and N₂O emissions in both upland and waterfront plots of an urban wetland in southeast China during the period from 2022 to 2023.
DOI: 10.17632/k2wc5w33fz
title: Comparative multivariate analysis of 3-D reconstructed encephalon in extant and fossil Folivora (Pilosa) and other representative Xenarthra

description: 1- Measurements taken from the CT scanned Xenarthra specimens. 2- Logarithmic values (log10) of Body Mass and Brain Volume
DOI: 10.6084/m9.figshare.28581347.v1
title: High_resolution_HandE

description: High resolution images H&E slides used in the manuscript: "Spatial multi-omics defines a shared infiltrative signature at the resection margin in high-grade gliomas"
DOI: 10.17632/4ykjxrc838
title: Exploring students’ achievement, motivation and perceptions towards collaborative immersive virtual environments

description: Contains two sav data.
DOI: 10.17632/dfg5hnxrzg
title: ORP-SIG-2024

description: The ORP-SIG-2024 dataset is comprised of pictograms recommended in the ISO 7010 standard.

The ISO standard assigns a registration number to pictograms that are officially part of the ISO 7010 standard. These numbers have a letter at the beginning to indicate the type of pictogram being considered, as defined below:

E - Safety condition signals.
F - Fire equipment signals.
P - Prohibition signals.
M - Obligation signals.
W - Warning signals.

The dataset consists of original pictograms with a resolution of 800x800, and for each pictogram, there are 16 transformations that modify the image. Therefore, the dataset contains the following pictograms for each category:

E - Safety condition signals (68 originals and 1020 modified).
F - Fire equipment signals (19 originals and 304 modified).
P - Prohibition signals (60 originals and 960 modified).
M - Obligation signals (74 originals and 1184 modified).
W - Warning signals (78 originals and 1248 modified).
DOI: 10.6084/m9.figshare.27967860.v1
title: Fuzzy Raw Data

description: The data of Anapalı-Şenel et al. - Fuzzy Logic Data
DOI: 10.17632/386d3mxsxb
title: Experimental dataset for: Measurements of exhaled airflow velocity through human coughs using particle image velocimetry

description: *This is the experimental data for : "Measurements of exhaled airflow velocity through human coughs using particle image velocimetry, Build. Environ. 202 (2021) 108020.  https://doi.org/10.1016/j.buildenv.2021.108020."
*The data contains ensemble-averaged coughing airflow velocity that varies with time at positions of x=0.5-3.5L, shown in Fig.9 and Fig.10 of the paper. L represents the mouth width.
*The female and male data are ensemble-averaged separately in different folders.
DOI: 10.17632/cjjn475xcr
title: three objective optimization

description: The input file to the model for simulating and optimizing the water supply network of Ravansar city, Kermanshah,
DOI: 10.17632/gkdfsxmkfr
title: Sediment-bound carbon and nitrogen enrichment and stoichiometry in response to varying mulching rates under simulated rainfall

description: This dataset presents the variations in sediment-bound C and N enrichment and stoichiometry under different straw mulching rate (MR) and slope scenarios on purple soil through laboratory-simulated rainfall.
DOI: 10.17632/s2pp9hbbzf
title: Tensile static tests and thermal expansion coefficients evaluation data of 30 g/m2 and 150 g/m2 cured unidirectional carbon/epoxy prepreg TP402/T700S

description: In the first folder, tensile static test results of two different unidirectional carbon/epoxy prepregs (30 g/m2 and 150 g/m2) are available. Different configurations are made from each prepreg. 0º unidirectional (UD-0), 90º unidirectional (UD-90), ±45º and 10º off-axis samples are manufactured using 150g/m2 prepreg whereas UD-0 and UD-90 specimens using 30 g/m2 prepreg. Each test file contains the dimensions of the tested sample, the test load, the machine crosshead displacement and the value(s) of the straing gauge(s) used.
In the second folder, strain measurements for the evaluation of the thermal expansion coefficients for the 30 g/m2 prepreg are available.
DOI: 10.17632/jnr5rc259f
title: Dataset for QoE-aware application deployment in fog computing environments using machine learning

description: To keep things simple, the dataset file is just a multi-row plaintext file. Each row contains details about a specific web service, such as its name and the location in Web Service Definition Language (WSDL). We took great effort in selecting these web services from our repository so that they would cover a wide range of domains and service features.
DOI: 10.17632/6tsjbsyyt7
title: Raw data files for Hancock et al.

description: Raw data files for western blots.
DOI: 10.17632/dpyjygt3vj
title: Supplementary Material

description: Supplementary material for the publication titled Whole Genome Sequence Data of the Plant Growth-Promoting Fungus and Biocontrol Agent, Trichoderma yunnanense Strain TM10.
DOI: 10.17632/n8hhv2ndmd
title: Data for Income Stagnation and Housing Affordability in the United States

description: Data for Petach, L. "Income Stagnation and Housing Affordability in the United States." Review of Social Economy.
DOI: 10.21233/bnk0-cf03
title: Sugar Lake pollen surface sample dataset

description: Raw data for the Sugar Lake pollen 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: 10.17632/3x7zzhtjg7
title: Mechanical properties and deformation behavior of equiatomic CoCrFeMnNi high-entropy alloy foam: A molecular dynamics study

description: The data provided are the molecular dynamics simulation dump (output) files and the inter–atomic potential files used.
DOI: 10.17632/dtn64j9kph
title: To Establish the Effectiveness of Immersive Virtual Reality Training to Improve Balance Control among Patients with Incomplete Paraplegia

description: Background: Virtual reality (VR) ought to be a visionary and favorable developmental tool for neurorehabilitation. VR has shown a great impact on balance control in SCI patients. FES also proves to be a promising intervention for sitting balance. The purpose of the study is to establish the effectiveness of Immersive VR training in balance among patients with incomplete paraplegia and compare it with FES. Methods: Total 18 number of SCI patients of age group between 18-60 years were on the basis of the selection criteria. For assessment, Modified Functional Reach Test and Function in Sitting Test were performed to evaluate sitting balance. Subjects were randomly allocated into 2 groups, Group VR (n=9) and Group FES (n=9). Group VR + CPT received VR training with conventional therapy and Group FES + CPT encountered FES for truncal muscles and conventional therapy. Both groups received treatment for four weeks with 5 sessions per week. Statistical analysis performed within and between the group using repeated measures ANOVA or Friedman test and Mann-Whitney U-test/Independent t-test. Results: Statistical analysis performed within and between the group using repeated measures ANOVA or Friedman test and Mann-Whitney U-test/Independent t-test. Conclusion: The results of this study concluded VR having positive effects with an adjunct to conventional physiotherapy for sitting balance control in patients with Spinal cord injury.
DOI: 10.17632/32g6x3s5mb
title: Data of experimentally deformed saw-cut Carrara marble across the Brittle-Ductile Transition

description: The data set contains original axial displacement and internal force data and corrected stress-strain data for all 17 saw-cut Carrara marble, which were deformed in triaxial compression at temperatures of 20 – 600°C, confining pressures of 30 – 150 MPa, and constant axial strain rate 1x10-5 s-1, and also other relevant data of the figures in the paper. Depending on the applied conditions, which are nominally in the semi-brittle deformation regime of solid Carrara marble, we observed the complete spectrum of natural faulting, stable fault sliding, unstable stick-slip, and bulk deformation with locked fault. The experiments were conducted in the Experimental Rock Deformation Laboratory of the GFZ German Research Centre for Geosciences in Potsdam, Germany. The experimental conditions are listed in Tab. 1.

Table 1: Experimental conditions
Sample no. ß(°) T(°C) P(MPa)
CMSC04 46 20 30
CMSC06 40 20 50
CMSC07 42 20 100
CMSC03 40 20 150
CMSC20 41 100 30
CMSC15 40 200 30
CMSC19 40 200 50
CMSC12 41 300 30
CMSC10 42 300 50
CMSC18 41 300 70
CMSC09 42 300 100
CMSC02 41 300 150
CMSC17 40 400 30
CMSC16 41 400 50
CMSC21 43 500 30
CMSC22 40 500 50
CMSC08 42 600 30
DOI: 10.17632/8zcct9vtg2
title: Kinderproefschrift: Een stap voorbij. Waarom is lopen voor sommige kinderen moeilijk?

description: Kindersamenvatting van het academische proefschrift "One step beyond. Advancing gait analysis to guide interventions in children with cerebral palsy" (ISBN: 978-94-93270-90-9)
DOI: 10.17632/n8hhyvh47y
title: Expert Responses regarding Digital Twin-assisted Augmented Reality Application for Thermal-Energy-Storage Chiller Plant Management and Maintenance

description: This data contains 17 expert responses regarding a developed Digital Twin-assisted Augmented Reality Application for Thermal-Energy-Storage Chiller Plant facility management and maintenance. The experts interact with the application and fill up the survey which is important for future improvements and validation of the current application model.
DOI: 10.17632/44k9spm2gg
title: Evaluating Online Customer Engagement for E-commerce Brand Like Amazon

description: Data Set
DOI: 10.17632/znwvsdtc2r
title: Bougainvillea glabra Choisy bracts extract in free and liposomal forms reduce hyperplasia induced by let-60 gain-of-function in Caenorhabditis elegans

description: Data
DOI: 10.17632/6rkw48wspj
title: ImmunoAIzer: A deep-learning-based computational framework to characterize cell distribution and gene mutation in tumor microenvironment. Chang Bian et al.

description: This dataset contains the original unprocessed H&E and mIHC image slides of the paper:"ImmunoAIzer: A deep-learning-based computational framework to characterize cell distribution and gene mutation in tumor microenvironment". The original data of the paper contains 8 H&E WSIs and their corresponding mIHC WSIs. The slides are stored in qptiff format, which can be viewed by phenochart software or any other WSI viewing softwares. Because the original file size is about 30GB after compressing and the available storage of mendeley data project is 10GB, we only uploaded the H&E WSI and its corresponding mIHC WSI of 1 tissue sample. The whole original dataset can be accessed by reasonable request.
DOI: 10.17632/97rskzggbj
title: Effective cross-sections for radiative transfer simulations in UV spectral interval of  Venus atmosphere 

description: This dataset presents collection of the effective cross-sections of gaseous species and the unknown UV absorber for accelerating radiative transfer simulations of Venus atmosphere. The UV spectral interval is divided into 8 so-called k-intervals. One-time solution of radiative transfer equation with the use of the effective cross-sections in specific k-interval emulates line-by-line time-resoursful procedures.  By comparing fast (k-distribution technique with effective cross-sections) and reference (Monte-Carlo line-by-line modeling) calculations, it was shown which species give significant impact on the cumulative heating rates. This is the reason why effective cross-sections are presented only for several species (CO2, SO2 and unknown ultravioet absorber). SO and O3 have a small impact on heating rate (less than 1K/day), but still presented in M-UV k-interval. 

The data are presented in the following way. Each folder name relates to the specific k-interval. Each folder contains simple binary files (.dat can be opened like .txt) with effective cross-sections for the major absorbers in chosen interval. The data inside every file are displayed in two columns. First column gives the amount of absorber along the ray of radiation in [cm^-2]. The second corresponds to the effective cross-sections in usual units [cm^2]. 

Presenting effective cross-sections in the way depending on absorber abundance (not height or pressure) is more convinient. It allows to use these tables regardless of the choice of atmospheric model and way of solving radiative transfer equation. 

For visualising the effective cross-sections simple python scirpt is located in the root directory.
DOI: 10.17632/65mtsd2kmp
title: Plant models and spectral data

description: Plant model data and plant spectral reflectance data in the study