cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nfxrxy955z.1
title: Experiments to evaluate the workability of self-compacting concrete (Slump test, J-ring, V-funnel)

description: Title: To conduct experiments to evaluate the workability of self-compacting concrete.
Overview: The test was carried out in the Structural engineering laboratory at the Department of Civil Engineering, IIT Kharagpur, India. All the experiments were conducted in February 2024 by Kumar Anjneya, a research scholar in the Department of Civil Engineering, under the guidance of Prof. Arghya Deb.
Objective: To study the role of particle morphology on the rheology of self-compacting fresh concrete.
Tests conducted: Sieve analysis, Tests for material characterization of cement, sand and coarse aggregate, Slump test, V-funnel test (& T5 measurement for segregation potential), J-ring.
DOI: 10.17632/3mn9843tz2.1
title: Aruzz: A Image Dataset of Rice Varieties

description: This extensive dataset presents a meticulously curated collection of low-resolution images showcasing 20 well-established rice varieties native to diverse regions of Bangladesh. The rice samples were carefully gathered from both rural areas and local marketplaces, ensuring a comprehensive and varied representation. Serving as a visual compendium, the dataset provides a thorough exploration of the distinct characteristics of these rice varieties, facilitating precise classification. #Dataset Composition# The dataset encompasses 18 distinct classes, encompassing Subol Lota, Bashmoti (Deshi), Ganjiya, Shampakatari, Sugandhi Katarivog, BR-28, BR-29, Paijam, Bashful, Lal Aush, BR-Jirashail, Gutisharna, Birui, Najirshail, Pahari Birui, Polao (Katari), Polao (Chinigura), Amon, Shorna-5, and Lal Binni. In total, the dataset comprises 4,730 original JPG images and 23,650 augmented images. #Image Capture and Dataset Organization# These images were captured using an iPhone 11 camera with a 5x zoom feature. Each image capturing these rice varieties was diligently taken between October 18 and November 29, 2023. To facilitate efficient data management and organization, the dataset is structured into two variants: Original images and Augmented images. Each variant is systematically categorized into 20 distinct sub-directories, each corresponding to a specific rice variety. #Original Image Dataset# The primary image set comprises 4,730 JPG images, uniformly sized at 853 × 853 pixels. Due to the initial low resolution, the file size was notably 268 MB. Employing compression through a zip program significantly optimized the dataset, resulting in a final size of 254 MB. #Augmented Image Dataset# To address the substantial image volume requirements of deep learning models for machine vision, data augmentation techniques were implemented. Transformations such as rotation (90° left, 90° right, 180° left) and flip were applied, generating an additional set of augmented images in every class, totaling 23,650 augmented images. These augmented images, also in JPG format and uniformly sized at 512 × 512 pixels, initially amounted to 781 MB. However, post-compression, the dataset was further streamlined to 699 MB. #Dataset Storage and Access# The raw and augmented datasets are stored in two distinct zip files, namely 'Original.zip' and 'Augmented.zip'. Both zip files contain 20 sub-folders representing a unique rice variety, namely 1_Subol_Lota, 2_Bashmoti, 3_Ganjiya, 4_Shampakatari, 5_Katarivog, 6_BR28, 7_BR29, 8_Paijam, 9_Bashful, 10_Lal_Aush, 11_Jirashail, 12_Gutisharna, 13_Red_Cargo,14_Najirshail, 15_Katari_Polao, 16_Lal_Biroi, 17_Chinigura_Polao, 18_Amon, 19_Shorna5, 20_Lal_Binni.
DOI: 10.17632/3mn9843tz2.2
title: Aruzz: An Image Dataset of Rice Varieties

description: This extensive dataset presents a meticulously curated collection of low-resolution images showcasing 20 well-established rice varieties native to diverse regions of Bangladesh. The rice samples were carefully gathered from both rural areas and local marketplaces, ensuring a comprehensive and varied representation. Serving as a visual compendium, the dataset provides a thorough exploration of the distinct characteristics of these rice varieties, facilitating precise classification. #Dataset Composition# The dataset encompasses 18 distinct classes, encompassing Subol Lota, Bashmoti (Deshi), Ganjiya, Shampakatari, Sugandhi Katarivog, BR-28, BR-29, Paijam, Bashful, Lal Aush, BR-Jirashail, Gutisharna, Birui, Najirshail, Pahari Birui, Polao (Katari), Polao (Chinigura), Amon, Shorna-5, and Lal Binni. In total, the dataset comprises 4,730 original JPG images and 23,650 augmented images. #Image Capture and Dataset Organization# These images were captured using an iPhone 11 camera with a 5x zoom feature. Each image capturing these rice varieties was diligently taken between October 18 and November 29, 2023. To facilitate efficient data management and organization, the dataset is structured into two variants: Original images and Augmented images. Each variant is systematically categorized into 20 distinct sub-directories, each corresponding to a specific rice variety. #Original Image Dataset# The primary image set comprises 4,730 JPG images, uniformly sized at 853 × 853 pixels. Due to the initial low resolution, the file size was notably 268 MB. Employing compression through a zip program significantly optimized the dataset, resulting in a final size of 254 MB. #Augmented Image Dataset# To address the substantial image volume requirements of deep learning models for machine vision, data augmentation techniques were implemented. Transformations such as rotation (90° left, 90° right, 180° left) and flip were applied, generating an additional set of augmented images in every class, totaling 23,650 augmented images. These augmented images, also in JPG format and uniformly sized at 512 × 512 pixels, initially amounted to 781 MB. However, post-compression, the dataset was further streamlined to 699 MB. #Dataset Storage and Access# The raw and augmented datasets are stored in two distinct zip files, namely 'Original.zip' and 'Augmented.zip'. Both zip files contain 20 sub-folders representing a unique rice variety, namely 1_Subol_Lota, 2_Bashmoti, 3_Ganjiya, 4_Shampakatari, 5_Katarivog, 6_BR28, 7_BR29, 8_Paijam, 9_Bashful, 10_Lal_Aush, 11_Jirashail, 12_Gutisharna, 13_Red_Cargo,14_Najirshail, 15_Katari_Polao, 16_Lal_Biroi, 17_Chinigura_Polao, 18_Amon, 19_Shorna5, 20_Lal_Binni.
DOI: 10.17632/czy64hmhhk.1
title: Depósito de datos - Aplicación móvil para el control de asistencia de docentes universitarios con autenticación biométrica y verificación de geolocalización

description: Depósito de datos, respecto al los resultados de las encuestas, tiempo, así como, análisis de los mismos
DOI: 10.6084/m9.figshare.25391026
title: checkpoint_ep0600.pth

description: checkpoint_ep0600.pth for Validation
DOI: 10.6084/m9.figshare.25391026.v1
title: checkpoint_ep0600.pth

description: checkpoint_ep0600.pth for Validation
DOI: 10.17632/rf6kfk74sc.1
title: Inherited CD4 deficiency: short-read single-cell RNA sequencing (scRNASeq) of stimulated TCRab+ memory T cells

description: To identify transcriptional modules perturbed by inherited CD4 deficiency, single-cell RNA sequencing was performed on isolated memory (defined as CD45RA-CCR7+/-) CD3+CD8-TCRαβ+ and/or CD3+CD4-CD8-TCRαβ+ double negative (DN) T cells from healthy donors (n=4), FAS deficient (n=1), STAT3GOF (n=1) and CD4 deficient (P1-P5) patients. Isolated cells were cultured with TAE beads + IL-2 (50 IU/mL, #IL002, Millipore) for 20h. Cells were washed 3 times in cold PBS + 2% HI FBS and incubated with TotalSeq anti human hashtag antibodies (A0251-A0256, #394601, #394603, #394605, #394607, #394609, #394611, BioLegend) for 30 min on ice. Hashtagged cells were washed 3 times in cold PBS + 2% HI FBS and passed through a 35µm nylon mesh cell strainer (#352235, Falcon) to remove aggregates. Cells were resuspended at a concentration of 1000 cells/µl in cold PBS + 2% HI FBS, pooled, and loaded onto a 10X Genomics Chromium B or G chips. Single-cell capture, reverse transcription, and library preparation were performed with the Chromium Single-Cell 3’ Reagent Kits (v3 or v3.1), in accordance with the manufacturer’s instructions. The quality of the cDNA and feature barcode library was assessed with a TapeStation (Agilent). Transcriptome sequencing was performed on the S4 flow cells of an Illumina NovaSeq 6000 sequencer, while hashtag library sequencing was performed on NextSeq 500/550 system with High Output Kit v2.5 (Illumina). Cells from P1/P2/P3 and P4/P5 were processed in two batches of experiments, along with cells from two healthy donors per batch. For comparison, CD3+CD4-CD8 TCRαβ+ double-negative T cells from two healthy donors, one FAS-deficient patient, and one patient with a STAT3 GOF mutation were isolated and processed similarly. 
 Hashtag demultiplexing was performed using Seurat with default parameter settings. Hash tag doublets were excluded from subsequent analyses. Cells were further filtered based on standard QC metrics. Batch correction, unsupervised clustering, pseudobulk PCA, differential expression (DE) analysis, and gene-set enrichment analysis (GSEA) were performed as described previously (Ogishi et al., 2022). All analyses were conducted in R (version 4.2.2, https://www.R-project.org/).
DOI: 10.17632/yx9bv9z9fb.1
title: Supplementary data

description: Date for major and trace element, U-Pb dating and Hf isotope of zircon in Table S1, Table S2 and Table S3, respectively.
Date for figure 10b, figure 11 and figure 12b in Table S4, Table S5 and Table S6,respectively.
Method of phase equilibrium modelling in Supplementary 1.
DOI: 10.17632/26ysvgnjpb.1
title: Data for: Ionospheric plasma transported into the Martian magnetosheath

description: Table S1. Sheets “prior to reversal” and “after reversal” contain time intervals over which parameters of magnetosheath plasma surrounding the magnetic field reversal events were averaged, and the parameters themselves: averaged MSO observation position, number densities of H+, O+, O2+ and bulk velocity vector of H+ in MSO. Sheet “during reversal” contains identified times of magnetic field reversal events, and corresponding plasma parameters: position in MSO, number densities of H+, O+, O2+, bulk velocity vectors of H+, O+, O2+ in MSO, and O2+ temperature estimated from Maxwellian curve fit.
DOI: 10.17632/jh9trvbjbv.1
title: BraNet: A mobil Application for Breast image classification based on Deep Learning algorithms.

description: Mobile health apps are widely used for breast cancer detection and diagnosis. Artificial intelligence plays a crucial role in developing medical tools, providing radiologists with second opinions, and reducing false diagnoses. Aim: This study aims to develop an open-source mobile app, named "BraNet," for 2D breast imaging segmentation and classification using deep learning algorithms. Methods: The BraNet app was developed using the React Native framework, offering a modular deep learning pipeline for mammography and ultrasound breast imaging classification. This application operates on a client-server architecture and was implemented in Python for iOS and Android devices. It performs image analysis, extracts masks, and classifies them into benign or malignant classes. The components include data loading, Region of Interest (RoI) extraction, segmentation, classification, and statistical evaluation. 

Description
The development of a mobile application for Android and iOS devices is proposed, in which breast ultrasound or mammography images are loaded, then a segmenter is used to extract the regions of interest (ROI) (optional), finally a classifier algorithm is applied to these to determine if the image is benign or malignant.

Languages used
TypeScript
JavaScript
Python 3.11
Tools/Frameworks used
Figma
VS Code
Jupyter Notebooks
Flask
PyTorch 2.0.1
React Native 0.71
Database and cloud plataforms
Google Firebase
Google Cloud
DOI: 10.5281/zenodo.10802633
title: Molecular dynamic simulations of histamine-bound H4R

description: MD simulations data for Histamine-bound H4R
DOI: 10.5281/zenodo.10802634
title: Molecular dynamic simulations of histamine-bound H4R

description: MD simulations data for Histamine-bound H4R
DOI: 10.5281/zenodo.10807621
title: Molecular dynamic simulations of histamine-bound H4R

description: MD simulations data for Histamine-bound H4R
DOI: 10.17632/2tdz2849hv.1
title: CFHMT 2024 Replication

description: Replication files for Davis, Fuenzalida, Huetsch, Mills, and Taylor (2024), "Global Natural Rates in the Long Run: Postwar Macro Trends and the Market-Implied r* in 10 Advanced Economies"
DOI: 10.17632/435gj72bbh.1
title: Inefficient Shocks and Optimal Monetary Policy

description: This repository contains replication codes and data for paper titled "Inefficient Shocks and Optimal Monetary Policy" authored by Sargam Gupta. For details on replication see Readme.txt file. Kindly contact me at sargam@igidr.ac.in for any queries.
DOI: 10.17632/sx4whx6ps5.1
title: Effects of agroforestry planting patterns on soil bacterial community diversity and soil properties

description: Gradually establish a relatively stable and good ecosystem in the planned vegetation restoration area, and under the influence of simulated artificial rainfall, the mechanism of soil microbial diversity composition and change under two different vegetation combination restoration modes, includingthe agroforestry planting patterns was developed for the light rocky desertification of the karst plateau: Paspalum wetsfeteini+ Pyracantha fortuneana + Apium graveolens + Phaseolus vulgaris, and for the intense rocky desertification: Calohypnum plumiforme + Paspalum wetsfeteini+ Pyracantha fortuneana + Lonicera japonica.
DOI: 10.17632/by7wxvvctg.1
title: Case report : Post-Operative mitral valve replacement complicating with a large cardiac mass and role of TEE in decision making

description: Post operative complications are elements of valve surgery which requires early detection. However, these complications are likely to worsen hemodynamic stability requiring quick assessment and management. TTE and TEE imaging are diagnostic modality of choice in detection of cardiac complications. Echocardiography is indicated if there is suspicion based on the onset of new symptoms like new onset of murmur, breathlessness or fever. Therefore patients undergoing valve replacement require careful follow up even when the symptoms do not manifest. Unlike the abovementioned complications, this case had an unusual presentation of hematoma that extrinsically compressed the right atrium with no evidence of pericardial tamponade. Hence we believe a thorough echocardiographic examination through multiple windows postoperatively is essential. The hematoma surrounding the RA was difficult to be distinguished as intrapericardial/extracardiac hematoma from adjacent tissues on TTE which required TEE as guidance for surgeons on table thereby minimizing anticoagulation and need of CPB. This case report provides insights into the importance of TEE and its utility both operatively and postoperatively, aiding surgeons in resolving this dilemma and considering appropriate management. Hence, we believe that TEE-guided re-exploration has enormously guided surgeons in making notable decisions.
DOI: 10.17632/6bm3zvtbnb.1
title: Test

description: Test
DOI: 10.17632/z27b3brsvx.1
title: Image Dataset

description: This is the image dataset for real-time. We have created a questionnaire for the dataset with the assistance of a psychological advisor. Following that, we conducted one-on-one interviews with 75 participants, ages ranging from 18 to 22. We used a study table, a selfie stick, and an appropriately positioned mobile phone to record the video. The video was then turned into images using Python programming.. 375+ labeled images of various emotions, including neutral, happy, angry, sad, disgusted, surprised, and fear, are included in the dataset. This dataset is useful to researchers in emotion recognition, sentiment analysis, cryptography etc.
DOI: 10.17632/ph89xvhntr.1
title: The Correlations of the key constructs.

description: The present study sought to explore the achievement emotion experiences of primary and middle school students and as well as antecedents of achievement emotions in the context of online learning based on the Control-Value Theory. The table shows the correlation between the possible predictor variables.
DOI: 10.17632/7kn8d8h8r4.1
title: SEG-Y file and ship track for sub bottom profile between Oki Islands and Shimane Peninsula

description: Two sub-bottom profiles (SBP-C and –D, respectively) between Oki Islands and Shimane Peninsula were obtained during the 2K19 cruise (July 2019) by R/V Kaiyo Maru No.2 of the Kaiyo Engineering Co., Ltd. (http://kaiyoeng.com/eng/). The equipment attached to the ship bottom (TOPAS PS18 of Kongsberg) was used. Ship track was recorded every 10 seconds. SEG-Y file and Track file for SBP-D are composed of three files.

Uploaded files

Location map (PDF)

SEG-Y file of SBP-C
Sub bottom profile extending almost east-west.

SEG-Y file of SBP-D (1, 2, 3)
Sub bottom profile almost south-north.

Ship track of SBP-C

Ship track of SBP-D (1, 2, 3)

Sub bottom profile image (SBP-C)

Sub bottom profile images (SBP-D_north & _south)
DOI: 10.17632/mgsy3fvy6y.1
title: Design and Fabrication of Laboratory Electrospinning Machine

description: Several industries, including materials science, biotechnology, and healthcare, use electrospinning as a flexible method for creating nanofibers. The design and construction of a laboratory electrospinning machine are discussed in this research study, with an emphasis on the machine's essential parts, the manufacturing procedure, and the instructions for use, validation, characterisation, and findings. The high voltage power supply is the essential element of this electrospinning arrangement since it makes it possible to precisely manage the electrospinning settings. The manufacturing process entails the assembling of carefully chosen materials and parts to produce a durable and economical machine ideal for research and instructional applications. The electrospinning machine's setup and use are explained in depth in the operation instructions to ensure safety and repeatability. To evaluate the machine's performance, validation and characterisation techniques are offered, including SEM examination and fiber diameter measurement. The outcomes demonstrate the machine's adaptability and dependability by showing that nanofibers were successfully created using a variety of polymers. The relevance of this laboratory electrospinning apparatus in furthering nanofiber research and its potential to support advances in other domains are emphasized in the conclusions. This research provides a valuable resource for researchers and educators looking to explore electrospinning for nanofiber production and its wide-ranging applications.
DOI: 10.17632/zxdzc94s6g.1
title: Taxonomy and Software Architecture for Real-Time Context-Aware Collaborative Smart Everything

description: Adrian Bazan-Muñoz, UCASE Software Engineering Research Group, University of Cádiz, Puerto Real, Cádiz, Spain.
Guadalupe Ortiz, UCASE Software Engineering Research Group, University of Cádiz, Puerto Real, Cádiz, Spain.
Juan C. Augusto, Research Group on Development of Intelligent Environments, Middlesex University, London, UK.
Alfonso Garcia-de-Prado, UCASE Software Engineering Research Group, University of Cádiz, Puerto Real, Cádiz, Spain.

This dataset provides supplementary material for the paper “Taxonomy and Software Architecture for Real-Time Context-Aware Collaborative Smart Environments”. On the one hand, the StateofTheArtSearch folder provides the results of the search, filtering and analysis of the related work examined in the paper. Secondly, the CaseStudyFilesforTests folder contains the structure of the JSON Files, Simple Event Samples and Test Patterns proposed for the performance tests in the paper. Thirdly, the TestsRawData folder includes the logs of the different tests carried out in the paper. Finally, the TestsProcessedData folder holds the excels that analyse the data obtained in the performance tests.
DOI: 10.25505/fiz.icsd.cc2jjfp6
title: CSD 2339498: Experimental Crystal Structure Determination

description: Related Article: Gomes, Gustavo H. M.; Costa, Rayssa C. V.; Mohallem, Nelcy D. S.|2024|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/7753239
title: TLDR pages translation pairs dataset
DOI: 10.17632/jtt6fjvsxw.1
title: green manufacturing data

description: This data contains the raw information gathered from 385 supply chain officers/practitioners of manufacturing firms in Ghana. It provides the questionnaire's constructs and their associated items or indicators and codes. The data is useful for research related to green manufacturing, dynamic capabilities (internal and external), eco-regulatory compliance and sustainable performance (economic, social and environmental). 
Based on this data, an empirical paper submitted to Heliyon revealed that green manufacturing, dynamic capabilities and eco-regulatory compliance positively affect the sustainable performance of manufacturing firms in Ghana.
DOI: 10.17632/t7gvs4yjjy.1
title: Tainiolite Structure Files Emproto et al

description: Supplementary information for Emproto et al. (submitted to Economic Geology for consideration in the special volume on lithium). The data include structure files from density functional theory experiments investigating lithium and fluorine correlations in magnesium silicate clays. These use modified versions of the tainiolite structure given by Toraya et al. (1977).

Format:

The first number in the name is the octahedral sheet configuration number.

Next is the anion stoichiometry.

The last number is the permutation number for the anion arrangement.

For example, "4_F2_OH2_2" has the Li-Mg configuration 4, a F:OH ratio of 1:1, 
and the F and OH are arranged in permutation #2.
DOI: 10.17632/p6vjch6k8z.1
title: Global Economic Impacts of Antimicrobial Resistance

description: This repository contains the following files accompanying the paper, "Global Economic Impacts of Antimicrobial Resistance":
01. Historical AMR-related Disease Burden
02. Projected AMR-related Disease Burden
03. Projected AMR Rates
04. Projected Demographic Variables
05. Projected Climate Indicators
06. Economic Shocks
07. Results from the G-Cubed Model Simulations

Please check "Fernando & McKibbin_2024_ReadMe.pdf" for further details.
DOI: 10.17632/s2cp7fmgb8.1
title: [Dataset] Fostering Voice Behavior in Correctional Institutions: Investigating the Role of Organizational Support and Proactive Personality

description: This dataset is the result of a survey of 287 correctional health service officers in Indonesian correctional institutions. This dataset includes four research variables consisting of Perceived Organizational Support (POS), Proactive Personality (PP), Work Engagement (WE), and Employee Voice Behavior (EVB).
DOI: 10.17632/7pbjvjsbvb.1
title: Sustainability or Performance? Ratings and Fund Managers’ Incentives

description: Replication package
DOI: 10.17632/bnvkfdhjhm.1
title: banking

description: This is a stata dta file covering financial data from India for the period from 2013 to 2022. The original source is RBI data warehouse
DOI: 10.17632/jtk4wk6rrv.1
title: Oecophylla smaragdina (Hymenoptera: Formicidae) as a potential biological control agent of the invasive Metisa plana (Lepidoptera: Psychidae)

description: GLMs and GAM statistical analyses - Predation and biological control of the invasive bagworms species Metisa plana by the Asian weaver ant. 
Successful repellent tea tree essence oil and sucrose feeding experiment.