cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rtsrk8792k.2
title: Fishpond Visual Condition Dataset v2.0

description: This dataset is a part of a fundamental research to produce an IoT monitoring device for fishpond. The hypothesis of this research is that the health of a fishpond can be inferred from the visual data. To build the dataset, several conditions data is gathered. The temperature, pH level, and total dissolved solid (TDS) were collected in several location at different time. At each time and location, an aerial photo of the pond was also collected using drone at several height. The images is presented in two condition: the raw original images of the ponds, and the cropped image on each data point. The conditions data is collected by using appropriate digital sensor for each parameter. The dataset consists of 975 data rows. Each row represent the condition and visual image (in 100 x 100 pixels images) of a fishpond at certain time and location. To use the dataset, please access the pond_dataset.csv file. The file contains the tabular data of 13 ponds (each pond represent different location and different collection time). For each row, the visual image file name is presented. To access the image file, please search in the images folder and find the corresponding image file according to the name listed in the csv file. The dataset can be used to study the correlation of each parameter. For example, the research originally study the correlation about the visual data with the conditions data. To do this, the image need to be preprocessed. The image data can be converted into a histogram data, or any other visual preprocessing method and result.
DOI: 10.17632/zjnpwh8m5b.1
title: Deep profiling of mouse splenic architecture with CODEX multiplexed imaging.

description: A highly multiplexed cytometric imaging approach, called CO-Detection by indEXing (CODEX), is used here to create multidimensional imaging datasets of normal mouse and lupus (MRL/lpr) spleens. In this procedure, antibody binding events are rendered iteratively using DNA barcodes, fluorescent dNTP analogs, and an in-situ polymerization-based indexing procedure. An algorithmic pipeline enabling single cell antigen quantification in tightly packed tissues was developed and used to overlay well known morphological features with de novo characterization of lymphoid tissue architecture at a single cell and cellular neighboorhood levels. We observed an unexpected, profound impact of the cellular neighborhood on the expression of protein receptors on immune cells. By comparing normal murine spleen to spleens from animals with systemic autoimmune disease (MRL/lpr), extensive and previously uncharacterized splenic cell interaction dynamics in the healthy versus diseased state was observed. The fidelity of multiplexed imaging data analysis demonstrated here will allow deep proteomic analysis and systematic characterization of complex tissue architecture in normal and clinically aberrant samples. CODEX_MRLdataset_expression.csv table contains cell types annotation, expression profiles and coordinates of all segmented objected identified in spleen sections analyzed in this study. CODEX_MRLdataset_neighborhood_graph.csv contains annotation and coordinates of all pairwise cell to cell contacts (interactions) mapped across samples imaged in the study.
DOI: 10.17632/9skdn36gjy.1
title: Gamification in Indonesia Dataset (2014-2022)

description: Gamification in Indonesia research and publication dataset, which was indexed by Scopus from 2014 to 2022. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/y33zc8shj2.1
title: GeoViS—Relativistic ray tracing in four-dimensional spacetimes

description: Abstract The optical appearance of objects moving close to the speed of light or orbiting a black hole is of interest for educational purposes as well as for scientific modeling in special and general relativity. The standard approach to visualize such settings is ray tracing in four-dimensional spacetimes where the direction of the physical propagation of light is reversed. GeoViS implements this ray tracing principle making use of the Motion4D library that handles the spacetime metrics, the integrat... Title of program: GeoViS Catalogue Id: AESY_v1_0 Nature of problem First-person visualization of four-dimensional spacetimes in the theory of relativity. Versions of this program held in the CPC repository in Mendeley Data AESY_v1_0; GeoViS; 10.1016/j.cpc.2014.04.013 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/vn55rxxw8y.2
title: Cyclical Rs-A-Rsh I-V Curve Fitting MATLAB program with I-V curve experimental measurements

description: Measurement datasets are attached in Microsoft workbook format, entitled as: 1)Mono70W 999 Irradiance 2)Poly70W 1000 Irradiance which are the experimentally measured I-V curves for both mono- and poly- crystalline silicon PV modules. The datasets are obtained by connecting the PV Analyzer towards the targetted PV module, placing the PV module directly under the sun, in which such experiment is conducted in the afternoon. The generated reports from the PV Analyzer's software are filtered, and two of the datasets are selected to present in this paper. Other than the measured specification of the PV module, the datasets also consist three columns of data, which are the voltage, current and power. By plotting these data points accordingly towards x- and y- axis, the experimentally measured I-V and/or P-V curve is obtained. Total of 2 main programs developed through MATLAB platform are attached, entitled as: 1)IV_Curve_Characterization_Proposed_Model 2)IV_Curve_Characterization_Traditional_Model which are the I-V curve fitting parameterization algorithm respectively for proposed and traditional mathematical model. The rest of the .m files are coded to complement the features provided in the main programs. The program entitled "WinOnTop" is obtained from https://www.mathworks.com/matlabcentral/fileexchange/42252-winontop, thus cited as: Igor (2020). WinOnTop (https://www.github.com/i3v/WinOnTop), GitHub. Retrieved June 6, 2020. By executing the programs in MATLAB, press the "Load File" button to select the I-V curve dataset. The user can adjust the Rs, A, and Rsh parameters by pressing the interface button, or pressing the "Auto" button to execute the Cyclical Rs-A-Rsh parameterization algorithm that programmed by the author targeting the objective of minimizing the MAEP error between measured and modeled I-V curve. While the three parameters are adjusting, the information will be updated accordingly. When the "Auto" curve-fitting is completed, a report can be generated showing the successive MAEP iteration throughout the curve fitting if the user presses the "OK" button on the generated window. A folder entitled "Result" is attached, including four .m files and eight .fig files, which all of these are presented in the result section of the paper. Two main programs entitled: 1)MAEP_Plotter_Mono 2)MAEP_Plotter_Poly are attached to compare the obtained results. Comparisons are made between the traditional and proposed mathematical models.
DOI: 10.17632/b9y6pfw39n.1
title: Sun et al. 2023

description: This is the raw dataset for Measurement report: Atmospheric Ice Nuclei at Changbai Mountain (2623 m a.s.l.) in Northeastern Asia
DOI: 10.17632/xs7yr2jwz7.2
title: Graph weighting scheme for lesion segmentation in macroscopic images

description: We present the results obtained by our graph weighting scheme based approach for skin lesion segmentation in macroscopic images on two datasets used by amelard et al. (Amelard, J. Glaister, A. Wong and D. A. Clausi, High-Level Intuitive Features (HLIFs) for Intuitive Skin Lesion Description, IEEE Trans. Biomed. Eng., 62(3) (2015), 820-831). The first is a subset of a DermIS database (Dermatology Information System, available online: http://www.dermis.net) that contains 43 photographs with lesion diagnosed as melanoma and 26 diagnosed as non melanoma. The second is a subset of the DermQuest database (Available online: http://www.dermquest.com) that contains 76 images of melanoma lesions and 61 images of non melanoma lesions. The images are subject to various artifacts like a drastic shadow effect, the variation of illumination and poor contrast between the lesion and skin parts. We also provide the ground truth segmentation to evaluate visually the accuracy of our results.
DOI: 10.17632/5f6kr9rs2w.1
title: egePan GP survey: A questionnaire to assess the experiences of German healthcare professionals and stakeholders during the COVID-19 pandemic

description: This repository contains the questionnaires used in the German egePan survey, targeting general practitioners, associations of statutory health insurance physicians, hospital medical directors, local health departments, rescue coordination centers, medical directors of emergency services, outpatient nursing services, nursing homes, community care access centers, and hospital nursing managers. The survey aims to assess the experiences of these healthcare professionals and stakeholders during the COVID-19 pandemic, focusing on new healthcare services and communication channels. Its primary objective is to provide an overview of these services and offer recommendations for their feasibility. Additionally, the survey explores the most frequently used communication channels and the state of digital communication. Originally formulated in German, the questionnaire has been translated into English to ensure broader accessibility.
DOI: 10.17632/r4tb2ydk3v.2
title: Data for "Reliability analysis of consolidation settlement in clay subsoil using FOSM and Monte Carlo simulation"

description: This dataset contains data used and generated during the research work for the manuscript "Reliability analysis of consolidation settlement in clay subsoil using FOSM and Monte Carlo simulation". In addition, the dataset includes an example code (Jupyter Notebook) which was used to run the Latin hypercube Monte Carlo simulation (MCS) and first-order second-moment method (FOSM) for the theoretical consolidation scenarios. The contents of the dataset are briefly described below: 1_Theoretical_scenarios Example code (.ipynb) MCS and FOSM analyses: input data and results for NC clay (.xlsx) MCS and FOSM analyses: input data and results for OC clay (.xlsx) 2_Case_studies Simulated settlement values (including simulated values of selected input parameters) (.xlsx) Laboratory test and soil layer data, stress profiles, and FOSM results (.xlsx) 3_Online_supplement Figs. S1-S4 (.pdf) Tables S1-S2 (.pdf)
DOI: 10.17632/z87b9hnkh7.1
title: Jute Plant Leaves

description: The "Jute Plant Leaves" dataset consists of high-quality RGB photos of jute plant leaves (Corchorus spp.) of Bangladesh. Jute is an economically significant crop grown for its fibrous stems, which are used in the manufacture of textiles, paper, and other items. The leaves of jute plants serve an important role in photosynthesis, nutritional intake, and plant health. The collection includes a variety of leaf properties such as form, color, texture, venation patterns, and physiological aspects. The "Jute Plant Leaves" dataset is useful to academics and practitioners in agriculture, botany, ecology, computer vision, and other domains. It is a valuable resource for researching the morphology, anatomy, physiology, and ecological relevance of jute leaves. Furthermore, the dataset can be used to create and test computer vision algorithms for leaf categorization, disease detection, growth tracking, and other purposes.
DOI: 10.17632/gvy63jydyg.1
title: A synthesis and future research directions for tropical mountain ecosystem restoration

description: This data provides the table (Review_table_for_analysis.csv) with the data entries from the systematic review, as well as R scripts for data analysis and visualization (Figure_script_paper.R). 

If re-using the data or the script, please contact the authors and cite as Christmann & Oliveras (2021). A synthesis and future research directions for tropical mountain ecosystem restoration. Scientific Reports.

Abstract:
Many tropical mountain ecosystems (TME) are severely disturbed, requiring ecological restoration to recover biodiversity and ecosystem functions. However, the extent of restoration efforts across TMEs is not known due to the lack of syntheses on ecological restoration research.  Here, based on a systematic review, we identify geographical and thematic research gaps, compare restoration interventions, and consolidate enabling factors and barriers of restoration success. We find that restoration research outside Latin-America, in non-forested ecosystems, and on socio-ecological questions is scarce. For most restoration interventions success is mixed and generally limited by dispersal and microhabitat conditions. Finally, we propose five directions for future research on tropical mountain restoration in the UN decade of restoration, ranging from scaling up restoration across mountain ranges, investigating restoration in mountain grasslands, to incorporating socio-economic and technological dimensions.
DOI: 10.17632/xpgr4g795v.1
title: Exploring Suicidal and Self-injurious Behaviors (SSIBs) Signal Strength of Biologics in Treating Psoriasis or Psoriatic Arthritis: A 10-year Real-world Pharmacovigilance Analysis Using FAERS Database

description: Supplemental figure and table of original article
DOI: 10.17632/xf9ck7ntbs.1
title: Data for: Cyberbullying Detection: Utilizing Social Media Features

description: A comprehensive cyberbullying dataset including social media features.
DOI: 10.17632/j8pcmpxvpn.1
title: Asymmetric effect of telecom subscription on economic growth in Sub-Saharan Africa

description: Exploring the interactions between telecom vs investment, telecom vs trade, telecom vs policies and telecom, and rising prices from end-user subscriptions. Insight from a dynamic panel threshold regression
DOI: 10.17632/vy56pmhhbs.1
title: HRM in public administration domain

description: Bibliometric data downloaded from Web of Science Core collection
DOI: 10.17632/dxzf29ttyh.1
title: UW Indoor Scenes (UW-IS) Dataset

description: UW Indoor Scenes (UW-IS) dataset is an RGB dataset for evaluating object recognition performance in multiple, typical indoor environments. The UW-IS dataset consists of indoor scenes taken in two completely different environments. The first environment is a living room scene where objects are placed on a tabletop. The second environment is a mock warehouse setup where objects are placed on a shelf. We select a fixed set of fourteen different objects from the benchmark Yale-CMU-Berkeley (YCB) object and model set for our dataset. For the living room environment, we have a total of 347 scene images. The images are taken in four different illumination settings from three different camera perspectives and varying distances up to two meters. Sixteen out of the 347 scene images are with two different objects, 135 images are with three different objects, 156 images are with four different objects, and 40 images are with five different objects. For the mock warehouse environment, we have a total of 200 scene images taken from distances up to 1.6 meters. Sixty out of 200 images are images with three different objects, 68 images with four different objects, and 72 images are with five different objects.
DOI: 10.17632/sz8ncxy2yk.1
title: Data for: Fractal characteristics based on different statistical objects of digital rock models
DOI: 10.17632/5tbncw22mk.1
title: Sustainable Development Goals in ASEAN (1989 - 2020)

description: SDGs in Asean research & publication dataset, which was indexed by Scopus from 1989 to 2020.
The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/nh5239wjb6.1
title: SPSS Outputs_e-portfolio-flipped classrooms_2019

description: This file contains SPSS outputs involving descriptive analysis, tests of assumptions, and independent t-test analysis.
DOI: 10.17632/48xybsmvpv.1
title: Mexican Sign Language's Dactylology and Ten First Numbers -Raw videos. From person #1 to #3

description: The following data set has 10 raw recordings of 3 people each (People were anonymously classified from person 1 to 3) performing Sign Language and the First Ten Numbers of Mexican Sign Language. It is worth mentioning that, for each person, 5 recordings were made with the right hand and 5 with the left hand.
DOI: 10.17632/m9xtw7jj3y.1
title: Data for: A novel Ba3Bi2(PO4)4: Sm3+ orange red-emitting phosphor: Influences of sintering temperature and Sm3+ concentration on microstructures and photoluminescence properties

description: A novel Ba3Bi2(PO4)4: Sm3+ orange red-emitting phosphor: Influences of sintering temperature and Sm3+ concentration on microstructures and photoluminescence properties
DOI: 10.17632/5xv76rcrgx.1
title: Codes and Data for the Article “The Impact of Monetary Policy on a Labor Market with Heterogeneous Workers: The Case of Chile”, Latin American Journal of Central Banking, 2023, 4(2), 100092

description: These codes use the original sources of data to add in replicating the article: Madeira, C. and L. Salazar (2023), “The Impact of Monetary Policy on a Labor Market with Heterogeneous Workers: The Case of Chile”, Latin American Journal of Central Banking, 2023, 4(2), 100092.
DOI: 10.17632/6nzhv6vtxr.1
title: Work Life Balance

description: The dataset presented in this article provides the details of employees' work-life balance (WLB), which primarily deals with employees' ability to manage work and lifestyle. A work-life balance has excellent links with employee productivity, performance and job satisfaction. The data on work style, lifestyle and work-life balance were collected from the private sector employees during September 2019 and December 2019 in a pre-tested questionnaire. To analyze Work Life Balance, the researcher collected the data on self-management in the lifestyle of employees (10 statements), health(6 statements), social interaction (8 statements), family attachment (9 statements), workstyle (19 statements), personal (4 statements) and institutional efforts of work-life balance (13 statements) and Job satisfaction (13 statements). There were 496 employees at each of the 64 private sector bank branches in the study area who were asked to complete a questionnaire. Inferential statistics were applied to analyse the collected data. The dataset available in this article will be a good amount of information and source for future research.
DOI: 10.17632/858w9rpf58.1
title: On the boundary conditions of magnetic field in OpenFOAM and a magnetic field solver for multi-region applications

description: This work begins with the discretization of the governing equations of magnetic field for different type of magnetic media over a two-dimensional rectangular domain using a Cartesian grid system. The basic rules that the coefficients of the discretization equation should obey, to ensure physical realism and overall balance, are discussed. In order to satisfy the rule, “consistency at control-volume faces,” the formulation of the permeability at the interface between two adjacent control volumes is derived. It reveals that the interface permeability is equal to the anti-linear interpolation of that on the cell centroids under the assumption of flux consistency at control-volume faces. For the purpose of effectively calculating magnetic fields using the FVM based OpenFOAM toolbox, the representations of boundary conditions on the interfaces between different type of media are for the first time derived. A C++ class named magPhiMixedFvPatchField describing the newly derived boundary conditions is defined based on OpenFOAM libraries. The new open-source solver labelled as magneticMultiRegionFoam, for the simulation of static magnetic field with multi-regions, based on FVM in the OpenFOAM framework is for the first time developed and validated. Comparison of the results of the predicted magnetic field for a cylindrical magnet in air with that obtained from Comsol software and the analytical method verifies the fidelity of the solver implementation. For the case of calculating the magnetic levitation forces exerted on a magnet immersed in ferrofluid, the results obtained from magneticMultiRegionFoam show better consistency with the experimental ones than Comsol software.
DOI: 10.17632/39svvcpvty
title: Data of Worm-eaten-like osteolytic changes in multiple bones

description: Integration of five databases related to the literature on "Worm-eaten-like osteolytic changes in multiple bones of the foot following stable ankle fracture: A case report and literature reviwe"
DOI: 10.17632/w4sw3s9f59.1
title: Brain Tumor Data

description: These are the MRI images of Brain of four different categorizes i.e Glioma , meningioma and pituitary and no tumor. Data is divided into two sets, Testing and traning sets for further classification
DOI: 10.15468/dl.2sqmwr
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea omorika (Pancic) Purk.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 372 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009175-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3d68689vvc.2
title: Circularity in the fast fashion industry

description: Text fragments and associated codes from the content analysis on the topic of circularity in the fast fashion industry. Includes the Nvivo file on which the analysis was performed.
DOI: 10.17632/mkm2z8p6gf.2
title: Importance of Transaction Costs for Asset Allocation in Foreign Exchange Markets

description: Matlab codes and data to generate the results of the paper "Importance of Transaction Costs for Asset Allocation in Foreign Exchange Markets." We are not allowed to publicly share all data that is required to generate the results. We provide simulated data instead so that it is still possible to run the codes. The README file contains detail descriptions. 
Updates in Version 2: new README.rtf file with more details.
DOI: 10.17632/97b95mh3wr.1
title: Semantic Activation of Phonetic Radicals

description: The complete semantic relationship rating results
DOI: 10.17632/rwfdhy3n5f.1
title: Guía Metodológica para la Construcción de Escenarios de Futuro de Universidades

description: El documento presenta un contexto sobre la educación superior, principalmente desde la mirada del sistema universitario colombiano y a partir de esto se identifican y describe los métodos y el paso a paso para determinar escenarios de futuro de las universidades. Esta Guía hace parte los productos de investigación derivado del proyecto de INV2467 financiado por la Universidad Cooperativa de Colombia y la Universidad del Valle.