cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7273694.v1
title: Influence of Cryogenic Treatment on the Tribological Behaviour of AISI H21 Tool Steel

description: The aim of the present work was to find out the optimum cryosoaking duration of deep cryogenic treatment to reduce the wear rate. The AISI H21 hot work tool steel specimens were hardened at 1195 ºC, cryotreated at -185 ºC for 6 to 30 h, double tempered at 540 ºC and soft tempered at 100 ºC. The hardness, impact toughness, wear rate and microstructural characteristics of the cryotreated specimens were studied. Wear test parameters were optimized by using Taguchi technique. Analysis of variance and signal to noise ratio were carried out in order to find significant parameters affecting the dependent parameter. The results show that load is the most influencing parameter followed by sliding velocity and cryosoaking duration. The linear mathematical model has been developed for wear rate using a regression analysis technique which will be useful for predicting results for new experiments.
DOI: 10.17632/3smn7dgfmj
title: Data for: "Re-evaluating the host specificity of thirteen Eimeria species that infect galliform birds: Cross-infection experiments in chukar partridges (Alectoris chukar), Northern bobwhites (Colinus virginianus) and turkeys (Meleagris gallopavo)"

description: Supplementary Data in support of "Re-evaluating the host specificity of thirteen Eimeria species that infect galliform birds: Cross-infection experiments in chukar partridges (Alectoris chukar), Northern bobwhites (Colinus virginianus) and turkeys (Meleagris gallopavo) "
DOI: 10.4121/uuid:5f3bcaa2-a456-4a66-a67b-1eec928cae6d
title: IDRA weather radar measurements - all data

description: Detailed observation of the spatial and temporal distribution of rainfall and drizzle, measured by IDRA (IRCTR Drizzle Radar) at Cabauw, Lopik, Netherlands. This is a growing time series of datasets, updated every few months. Measuring instrument: IDRA atmospheric radar in CESAR observatory, Cabauw IRCTR has built a high resolution radar system, IDRA (IRCTR Drizzle Radar), aimed at the detailed observation of the spatial and temporal distribution of rainfall and drizzle. The system was placed at the end of August 2007 on top of a 213 m high meteorological tower in the CESAR (Cabauw Experimental Site for Atmospheric Research) observatory in Cabauw, The Netherlands. This location has several advantages: In the first place, an increased sensitivity due to the reduction of the influence of ground clutter. Secondly, it allows direct observation of the horizontal distribution of low level clouds and fog. Finally, the presence of other instruments in the vicinity enhances the understanding of the physical processes in the atmosphere by synergistically combining their measurements. Data from other instruments at CESAR are available at {http://www.cesar-database.nl}. IDRA provides the horizontal distribution of reflectivity, mean Doppler velocity, Doppler spectrum width and polarimetric parameters like differential reflectivity, linear depolarization ratio or specific differential phase. The data collected is freely available to the scientific community.
DOI: 10.6084/m9.figshare.13250300.v1
title: nki10_template.nii.gz

description: brain template
DOI: 10.6084/m9.figshare.7513529.v1
title: IMPACT OF FLUID REPLACEMENT WITH COCONUT WATER ON THE HYDRATION STATUS AND CARDIOVASCULAR DRIFT DURING EXERCISE

description: ABSTRACT The purpose of this study was to evaluate the impact of fluid replacement with coconut water on the hydration status and cardiovascular drift during exercise. Thirteen male volunteers performed three sessions of exercise in bicycle ergometer, submitted to different forms of fluid replacement: no water intake (NW) group; with water intake (WW) group; and with coconut water (WCW) group. Hydration status was determined by percentage body mass changes (∆ % BM) and urine. Heart rate (HR) was recorded to evaluate the cardiovascular drift. There was a significant increase of dehydration in the NW group(∆ % BM = - 1.43 ± 0.15) compared with WW(∆ % BM = - 0.68 ± 0.15) and WCW groups(∆ % BM = - 0.70 ± 0.19). The NW group showed significant increases in HR compared to other groups. It was concluded that coconut water promotes hydration and HR reduction, preventing cardiovascular drift, but similar to water impact.
DOI: 10.17632/8x5tvtx5p5
title: Data for: Laser Ablation Split-Stream analysis of the Sm-Nd and U-Pb isotope compositions of monazite, titanite, and apatite - improvements, potential reference materials, and application to the Archean Saglek Block gneisses

description: Data for: Laser Ablation Split-Stream analysis of the Sm-Nd and U-Pb isotope compositions of monazite, titanite, and apatite
DOI: 10.6084/m9.figshare.26892367.v1
title: Supplementary Material for: Initial Experience of Long-Term Prophylaxis with Lanadelumab for Hereditary Angioedema in China: A Clinical Observation Study on Six Patients

description: Introduction: Hereditary angioedema (HAE) is a rare genetic disorder caused by deficiency or dysfunction of C1-esterase inhibitor that is characterized by recurrent episodes of bradykinin-mediated edema. Lanadelumab has been the only available first-line therapy for long-term prophylaxis (LTP) of HAE in China since its approval in 2020. The present study aimed to investigate the clinical efficacy and safety of lanadelumab for LTP in Chinese patients. 
Methods: A retrospective clinical data were collected for the six patients and used to examine the frequency of attack symptoms, disease-related loss of work days, and quality of life before and after LTP with lanadelumab. Health-related quality of life was assessed using the Dermatology Life Quality Index (DLQI) and the Angioedema Quality of Life Questionnaire (AE-QoL). 
Results: Lanadelumab led to reductions of 97.8% and 98.5% in the attack rate and treated attack rate, respectively. All patients exhibited significant improvements in AE-QoL and DLQI scores (100% reduction rates) during the early treatment period (4 weeks and 2 weeks, respectively) and in missed work days/year (98.9% reduction rate). The efficacy of lanadelumab remained stable during COVID-19 vaccination and infection. No serious/severe treatment-emergent adverse events occurred during lanadelumab treatment. 
Conclusion: This study is the first report that demonstrates the clinical efficacy of lanadelumab and safety of LTP in HAE patients from Chinese mainland. A reasonable dosage plan can ensure a quick and long lasting protective role of lanadelumab against HAE attacks, during COVID-19 pandemic period.
DOI: 10.17632/dxpk359m77
title: Data for: The presence of a larval honey bee parasite, Ascosphaera apis, on flowers reduces pollinator visitation to several plant species

description: Observations of pollinator visits between Ascosphaera apis spores-sprayed (CH) and water-sprayed (WA) flowers. Visits are categorized as Apporaches (VWL), Landings (V) and Feedings (F).
DOI: 10.17632/5xh9x68b2x
title: Cybercrime victimization in Slovenia

description: Research on cybercrime victimization and technology and other technology device use among residents of urban and rural environments. A field study was conducted on a representative sample in the Republic of Slovenia (EU). The dataset is a product of the research programme Security and Safety in Local Communities (P5-0397, 2015–2018). The project is carried out by the Faculty of Criminal Justice and Security, University of Maribor, Slovenia and financed by the Slovenian Research Agency (ARRS).
DOI: 10.17632/s8vzkb8t2r
title: Data for: Fine-Grained Visual Categorization of Butterfly Specimens at Sub-species Level Via a Convolutional Neural Network with skip-connections

description: For performance evaluation, a total of 24,836 images of butterfly specimen spanning 56 sub-species were acquired as benchmark dataset for their strong similarity with subordinate categories. The camera used is Canon EOS 5D Mark IV and the shooting distance was three to seven cm depending on the worm size. The image format was JPEG and each one was a 24-bit color bitmap. Each image was classified into one corresponding ground truth category with the help of entomology experts. It is an interesting but challenging dataset for performance verification of fine-grained visual categorization of butterfly specimens.
DOI: 10.17632/rkfnz43gw6
title: Green Electricity Data

description: Environmental awareness has increased the demand for green electricity, which is the electricity generated entirely from renewable energy sources. Green electricity is currently documented and tracked using energy attribute certificates. Before setting regulations and establishing the energy certificate system infrastructure, it is critical to analyze the demand and market value of the certificates and green electricity. This study aims to determine the demand for green electricity and the certificates, calculate the financial return of the certificates to renewable energy investors, and analyze the market value of the certificates. In the study, separate surveys were conducted to corporate consumers, electricity producers, and electricity suppliers to analyze their tendencies toward green electricity and the certificates. The analyses of the 348 survey responses indicate that 96% of corporate companies would prefer to use green electricity over standard electricity, and 20% stated that they would pay higher prices for green electricity than standard electricity. The economic analyses conducted within the study indicate that the certified green electricity supply could correspond to 63% of the total renewable energy sources-based electricity generation in 2020 (73.7 TWh). This amount would provide €59 million yearly additional income to renewable energy investors.
DOI: 10.6084/m9.figshare.20654589.v3
title: Spartina alterniflora code and dataset

description: Datasets and codes for identification of Invasive Species Spartina alterniflora
DOI: 10.17632/rzc2yd2rvc
title: Multi-phase ELAStic Aggregates (MELASA) software tool for modeling anisotropic elastic properties of lamellar composites

description: We introduce a new web-based tool called MELASA (Multi-phase ELAStic Aggregates), open-access available at https://melasa.cerit-sc.cz, for computations and visualizations of anisotropic elastic properties of lamellar (nano-)composites. MELASA implements a linear-elasticity method by Grimsditch and Nizzoli (1986), originally developed for superlattices of any symmetry. Our tool may be used for computation of anisotropic elastic properties of a specific type of periodically separated lamellar (nano-)composites using matrices of elastic stiffnesses of co-existing phases as an input. Elastic properties are visualized in the form of directional dependencies of selected elastic characteristics (Young’s modulus and linear compressibility). MELASA further generalizes the Grimsditch–Nizzoli approach, which was originally formulated for only two phases, to multiple-phase composites. Additionally, our implementation allows for treating internal rotations of local coordination systems corresponding to the natural set of coordinates that match directional vectors of unit cell defining crystal lattice within the co-existing phases. Fe–Al-based superalloy nanocomposites are employed as a numerical example of superlattices with the input and output elastic stiffnesses determined by quantum-mechanical calculations. In particular, three different atomic configurations of interfaces in superlattices containing the ordered Fe_3 Al phase and a disordered Fe–Al phase with 18.75at.%Al (modeled by a special quasi-random structure, SQS) are considered. They differ by relative positions of sublattices in Fe_3 Al (an antiphase-like shift) and/or atomic planes in Fe-18.75at.%Al with respect to the interface (a circular/cyclic shift).
DOI: 10.17632/hbdh66ws8d
title: Histopathology Imagery Dataset of Ph-Negative Myeloproliferative Neoplasm.v2

description: Despite advanced technology in diagnostic tools to boost the procedure, the morphological assessment of bone marrow trephine (BMT) images remains critical to confirm and differentiate MPN subtypes. Hence, this histopathological imagery dataset was generated and focuses on the most typical MPN from Philadelphia chromosome (Ph)-negative type, which are Essential Thrombocythemia (ET), Polycythemia Vera (PV), Primary Myelofibrosis (MF). This dataset consists of 300 BMT images which can be used to enable computer vision applications such as image segmentation, disease classification, and object recognition. Hence, the application can assist medical practitioners to overcome current challenges such as high dependency on human expertise and misdiagnosis.
DOI: 10.17632/g23j74mp27
title: Gynecologic hysteroscope day-case surgery

description: This database contains risk factors associated with postoperative nausea and vomiting in patients undergoing gynecologic hysteroscopic day-case surgery
DOI: 10.21233/sjkj-7f33
title: Karai pollen surface sample dataset

description: Raw data for the Karai 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: 10.6084/m9.figshare.24511474.v1
title: sample_metadata.txt

description: Metadata file containing sample names and descriptions
DOI: 10.15131/shef.data.9735278.v1
title: Dataset for "Direct Antenna Modulation for high-order Phase Shift Keying" in IEEE Transactions on Antennas and Propagation

description: This is the dataset for journal paper "Direct Antenna Modulation for high-order Phase Shift Keying" as published in IEEE Transactions on Antennas and Propagation (DOI: 10.1109/TAP.2019.2935136 ) It contains the data for various figures presented in the paper. The methodology for each part of the dataset is detailed in the paper, and how each file relates to the figures in the paper is set out in the readme file.<br>
DOI: 10.17632/7p5y9y95bh
title: Extracted data from included articles

description: The file include all information extracted from the included articles in the meta-analysis. This data was used to calculate pooled effect sizes, heterogeneity, and publication bias for all results using the program Comprehensive Meta-Analysis
DOI: 10.17632/pw3rrtnctc
title: The impacts of climate change on the electricity demand of archetypal office buildings

description: This is a dataset with models and data analysis for the PhD thesis: "The impacts of climate change on the electricity demand of archetypal office buildings"
DOI: 10.17632/wtrc6p938g
title: Data for: Modelling viscosity of liquid dropout near wellbore region in gas-condensate reservoirs using modern numerical approaches.

description: This data bank cover viscosity of the light oil known as condensate in gas condensate reservoirs. MATLAB codes are also provided as a results of this study.
DOI: 10.17632/756b6jsmg5
title: Plio-Pleistocene western retroarc magmatic evolution and its relation with variable subduction settings in the Southern Central Andes (34-38 °S) Iannelli et al. Supplementary Material

description: Iannelli et al. Supp. Mat. Table S1.presents the main petrographic description for the studied samples.

Iannelli et al. Supp. Mat. Table S2 shows the results for major, minor, and trace element analyses for the studied rocks of the Varvarco Volcanic Field.

Iannelli et al. Supp. Mat. Table S3 shows Sr, Nd, Pb isotope ratios calculated from the measurements of the current isotope ratios (TIMS), and Rb, Sr, Sm, Nd, U, Th, Pb element concentration of whole rock samples.

Iannelli et al. Supp. Mat. Table S4 shows zircons U/Pb results.
DOI: 10.17632/4zwbp8k7cr
title: Duration of ICME signatures in in-situ data from several space probes for the time interval of 2004-2021

description: Duration of ICME signatures identified in in-situ data by Zsuzsanna Dalya for the space probes ACE, STEREO A&B, Wind, SolO, PSP, DSCOVR, VEX, MAVEN and Messenger, from the year of 2004 until the year of 2021.

The data is ordered into folders based on the space probes. The dataset of each space probe is segmented into files of a full year's worth of data.
The columns of the files contain:
ICME start year, month, day, hour, minute
ICME end year, month, day, hour, minute
DOI: 10.17632/p7vt47mnxj
title: Softwares and Algorithms for: Degree of hydration-based thermal stress analysis of large-size CFST incorporating early-age creep

description: Description
This program is associated with the research paper called ‘Degree of hydration-based thermal stress analysis of large-size CFST incorporating early-age creep’ as research data.

1. ThermalStress_APDL
This algorithm implemented in the ANSYS software based on the secondary development of APDL was adopted to establish the thermal stress analysis model of large-size CFST based on the hydration degree incorporating the exothermic hydration model, the heat conduction, the stiffness evolution, the creep rectification, and the quasi-static thermal stress.

2. ThermalStressAna_MATLAB
This algorithm based MATLAB programming was adopted to establish the analytical model of the thermal stress of large-size CFST, which was used to verify the calculated results through FEM model. After obtaining the temperature results calculated by the FEM model, the analytical model considered the temperature as the thermal load to calculate the thermal stress of large-size CFST. 

3. Postprocess_MATLAB
This algorithm was mainly used to display the calculated results of ANSYS program including the hydration heat, temperature, equivalent age, mechanical properties, and thermal stress with and without considering creep, as well as related data processing for further drawing or visualization.
DOI: 10.17632/vz4xgybxr2
title: DriedFishBD: A Detailed Image Dataset of Common Small-sized Dried Fish Varieties in Bangladesh for Identification and Classification.

description: Type of data: 1024 x 1024 px images of small-sized dried fishes.
Data format: JPEG.

Contents of the dataset: Images of different varieties of small-sized dried fishes in Bangladesh from (i) single fish, (ii) bulk fish, (iii) fish head, and (iv) fish tail perspectives.

Number of classes: Ten small-sized fish varieties – (1) Chanda, (2) Chapila, (3) Chela, (4) Chepa, (5) Guchi, (6) Kachki, (7) Loitta, and (8) Tengra.

Number of images: (A) Total images in the Original Dataset = 3,288, and (B) Total images in the Augmented Dataset = 39,456.

Distribution of instances: 
(A) Number of images in the Original Dataset: 
(1) Chanda: 400 images in total. Single = 100, Bulk = 100, Head = 100, Tail = 100. 
(2) Chapila: 422 images in total. Single = 120, Bulk = 100, Head = 102, Tail = 100. 
(3) Chela: 400 images in total. Single = 100, Bulk = 100, Head = 100, Tail = 100. 
(4) Chepa: 400 images in total. Single = 100, Bulk = 100, Head = 100, Tail = 100. 
(5) Guchi: 427 images in total. Single = 105, Bulk = 108, Head = 103, Tail = 111.
(6) Kachki: 435 images in total. Single = 121, Bulk = 107, Head = 103, Tail = 104.
(7) Loitta: 400 images in total. Single = 100, Bulk = 100, Head = 100, Tail = 100. 
(8) Tengra: 404 images in total. Single = 100, Bulk = 100, Head = 100, Tail = 104. 

(B) Number of images in the Augmented Dataset:
(1) Chanda: 4,800 images in total. Single = 1,200, Bulk = 1,200, Head = 1,200, Tail = 1,200.
(2) Chapila: 5,064 images in total. Single = 1,440, Bulk = 1,200, Head = 1,224, Tail = 1,200.
(3) Chela: 4,800 images in total. Single = 1,200, Bulk = 1,200, Head = 1,200, Tail = 1,200. 
(4) Chepa: 4,800 images in total. Single = 1,200, Bulk = 1,200, Head = 1,200, Tail = 1,200. 
(5) Guchi: 5,124 images in total. Single = 1,260, Bulk = 1,296, Head = 1,236, Tail = 1,332.
(6) Kachki: 5,220 images in total. Single = 1,452, Bulk = 1,284, Head = 1,236, Tail = 1,248.
(7) Loitta: 4,800 images in total. Single = 1,200, Bulk = 1,200, Head = 1,200, Tail = 1,200.
(8) Tengra: 4,848 images in total. Single = 1,200, Bulk = 1,200, Head = 1,200, Tail = 1,248.

Dataset size: (A) Total size of Original Dataset is 403 MB and compressed ZIP file size is 390 MB. (B) Total size of Augmented Dataset is 3.23 GB and compressed ZIP size is 3.01 GB.

Data acquisition process: Images of various small-sized dried fish categories are captured through a high-definition smartphone camera focusing from different angles.
Data source location: Local dried fish markets located in Dhaka, Bangladesh.

Where applicable: Training and evaluating machine learning and deep learning models to identify and classify small-sized dried fish varieties in Bangladesh which can be useful in Food Processing Industry, Fisheries Management, Supply Chain and Logistics, Retail and E-Commerce, Food Safety and Regulatory Compliance, Environmental and Conservation Research, Ethnography and Cultural Studies, Nutritional Science, Artificial Intelligence and Machine Learning, and Agricultural Economics.
DOI: 10.17632/35nw64ymnh
title: Supplementary Table for Lentigo maligna melanoma mapping using reflectance confocal microscopy correlates with staged excision: A prospective study

description: Supplementary Table 1. Sensitivity analysis of results. Agreement statistics for the overall sample and for the 4 lesion quadrants and lesion center. In this analysis, a random sample of ~25% of the lesion quadrants were shifted to counterclockwise to the quadrant prior and the agreement statistics were recalculated.
DOI: 10.17632/zjykzj2664
title: SSVEP CLASSIFICATION WITH A LIMITED TRAINING DATASET

description: Five users aged 23, 25, 31, 42, and 46 participated in the experiment. The users sat comfortably in a chair. A green LED of 1 cm diameter was placed at a distance of about 1 meter from a person's eyes. EEG signals were recorded using g.USBAmp with 16 active electrodes. The users were stimulated with flickering LED lights with frequencies: 5 Hz, 6 Hz, 7 Hz, and 8 Hz. The stimulation lasted 30 seconds. The recorded signals were divided into the data used for training, the first 20 seconds, and the data used for testing, the next 10 seconds, for each signal. All sessions were held at the same time of the day to avoid circadian influences on the measurements. Electrodes were placed according to the international 10-20 system at the following positions: O2, AF3, AF4, P4, P3, F4, Fz, F3, FCz, Pz, C4, C3, CPz, Cz, Oz, O1. The EEG sampling frequency was 256 Hz. The signals were filtered using a Butterworth bandpass filter (0.1-100 Hz) and a notch filter (48-52 Hz) to correct a technical artifact of the power network.
For every user, there are four files (for the stimuli of 5Hz, 6Hz, 7Hz and 8Hz each) for training and four files for testing. Data are provided in MATLAB format (*.mat) containing raw EEG signals (3 EEG channels O2, Oz, O1).

Instructions: 
A database was created for research on brain-computer interfaces and SSVEPs. The signals reflect short EEG calibration sessions. The database can be used to check EEG signal augmentation methods in order to train classifiers requiring more examples (MLP, SVM, CNN).