cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pghm83mmwd
title: Data for: The use of operationally-defined sequential Fe extraction methods for mineralogical applications: a cautionary tale from Mössbauer spectroscopy

description: Appendix A: Unleached Fe mineral XRD spectra. Appendix B: Unleached Fe mineral Mössbauer spectroscopy spectra. Appendix C: Unleached and leached Fe mineral Mössbauer spectroscopy parameters.
DOI: 10.17632/8m9cdjsg8s
title: Supp_Data: Glucocorticoid-induced fingerprints on visceral adipose tissue transcriptome and epigenome

description: Supplementary tables and figures for the paper titled: Glucocorticoid-induced fingerprints on visceral adipose tissue transcriptome and epigenome.
DOI: 10.17632/w9g4zmymgr
title: Data: Apparent photosynthesis aging effect in karst aquatic ecosystems and its biogeochemical implications

description: The δ13C and Δ14C data of samples from five spring-pond systems support the papaer of "Apparent photosynthesis aging effect in karst aquatic ecosystems and its biogeochemical implications"
DOI: 10.17632/bp4n5zkwvw
title: Señales EEG de Imaginación motora de mano izquierda y derecha capturadas con Emotiv EPOC.

description: Banco de señales EEG capturado con el Headset Emotiv EPOC para el desarrollo del trabajo de grado titulado “INTERFAZ CEREBRO-COMPUTADOR PARA LA DECODIFICACIÓN DE LA INTENCIÓN DE MOVIMIENTO DE LA MANO A TRAVÉS DE UN ENTORNO VIRTUAL” desarrollado en la Universidad del Valle CO, en la Escuela de Ingeniería Eléctrica y Electrónica. Se realizaron 3 sesiones de captura: Sesión 1: Corresponde a la sesión de captura de señales EEG para el entrenamiento. Tiene 420 intentos de imaginación motora para mano izquierda y mano derecha. Sesiones 2 y 3: Corresponden a las sesiones de evaluación. Cada sesión tiene 84 intentos de imaginación motora de mano izquierda y derecha.
DOI: 10.17632/26hywt98c6
title: Data on soil hydrophobicity, vegetation, and soil in enclosed grassland

description: The data are about in situ soil repulsion, vegetation investigation and soil physical and chemical properties of grassland in Yunwu Mountain of Ningxia with different years of enclosure. The data of microbial sequencing have been uploaded to NCBI.
DOI: 10.17632/cxp7ww68fn
title: Data for: Geochronological, and geochemical constraints on the genesis of the Jiertieke-Zankan iron-hosted metasedimentary rocks of the West Kunlun Orogenic Belt, Xinjiang (NW China)

description: Geochronological, and geochemical constraints on the genesis of the Jiertieke-Zankan iron-hosted metasedimentary rocks of the West Kunlun Orogenic Belt, Xinjiang (NW China)
DOI: 10.17632/yhygzvddd6
title: Diseño instruccional y ecologías del aprendizaje

description: Investigación en proceso. A partir de las condiciones de los procesos educativos maximizadas en pandemia, surge la necesidad de incorporar el uso de las tecnologías digitales en el proceso de enseñanza y de aprendizaje para transformar positivamente el aprendizaje, fortalecer habilidades digitales y competencias específicas que conlleven a mejorar la calidad de vida en la población intervenida. Se investigarán alternativas de solución a través de la categorización de estrategias de enseñanza que vinculen desde el diseño instruccional las TEP y el aprendizaje ubicuo en procesos de enseñanza-aprendizaje orientado específicamente al desarrollo de las competencias ciudadanas según los estándares del Ministerio de Educación Nacional. 

Con esta investigación aplicada de enfoque mixto dirigida a estudiantes en instituciones de educación básica y media, se obtendrá información mediante grupos focales, pruebas pretest y postest, para diagnosticar el estado de las competencias ciudadanas, su desarrollo a partir de la vinculación de las TEP desde las ecologías del aprendizaje y la incidencia del diseño instruccional. 

De esta manera y alrededor de las competencias específicas, se busca aportar un diseño instruccional desde las ecologías de aprendizaje, que oriente nuevas posibilidades para fortalecer la práctica pedagógica con la incorporación de TEP a la enseñanza, capitalizar las habilidades digitales de los estudiantes y contribuir a la calidad de los procesos educativos.
DOI: 10.17632/gk94xj8ydg
title: Trophic assessment of Antarctic fish

description: This dataset includes meta data records from fish of the Southern Ocean caught in various locations around Antartica. Sanger sequencing data for 3 markers (COI, SSRP1, PPM1d) and metabarcoding data (Raw demultiplexed reads and abundance tables) of the stomach content (COI) and the intestinal microbiome (16S rRNA) is available for a selection of the fish.
DOI: 10.17632/sdpvxgnhs5
title: Raw Experimental Data(Metacognitive intervention for schizophrenia,MCI-S)

description: In this database, the authors shared the raw experimental data associated with the article: Effectiveness of a Metacognitive Intervention for Schizophrenia (MCI-S) Program for Symptom Relief and Improvement in Social Cognitive Functioning in Patients with Schizophrenia.
Data document is General characteristics of the homogeneity test before the implementation of the MCI-S program, and data on the main psychotic symptoms, social functioning, and social cognitive survey before, after, and 4 weeks after the implementation of the MCI-S program.
DOI: 10.17632/ppczv8t7wp
title: Modelling batch kinetics and optimal batch design

description: Modeling bioprocess kinetics requires two experimental data sets that will perform parameter estimation, cross-validation performance, and bootstrap confidence analysis. Once model is validated, all parameters are estimated, optimal batch design is projected based on set objectives
DOI: 10.17632/ymbzmdchyk
title: Data for: Positive outcomes between crop diversity and agricultural employment worldwide

description: Data analysed in the manuscript.
DOI: 10.17632/7cv58py5hk
title: Knowledge base for batch-processing machine scheduling research

description: This knowledge base for batch-processing machine scheduling research provides a comprehensive literature data base comprising 425 research articles. These articles are classified according to two classification schemes:
The first classification scheme is an adapted and extended Scheduling Problem Classification Scheme (SPCS) to comprehensively specify batch scheduling problems within the three fields “A - Machine characteristics”, “B - Job and processing characteristics”, and “C - Objective system”.
The second classification scheme is a completely new Scheduling Article Classification Scheme (SACS), consisting of five fields: “D - Theoretical insights”, “E - Model type”, “F - Solution method”, “G - Experimental evaluation”, and “H - Application case”.
The core of the knowledge base is a binary matrix indicating which article has which characteristics (represented by attributes embedded in a hierarchical structure of categories and fields).
To ensure transparency and reproducibility, not only batch-scheduling literature classification matrices are provided, but also a detailed description of the classification schemes (along with visualizations) and a detailed documentation of the applied methodology.
The knowledge base complements the research article “Serial-batch scheduling: a systematic review and future research directions” by Gahm et al. (under review).

List of files:

- Batch-scheduling literature classification matrices.xlsx
This file includes the complete classification of 425 research articles on batch scheduling according to the SPCS and SACS.

- Classification schemes for batch-processing machine scheduling research.pdf 
This file describes the Scheduling Problem Classification Scheme (SPCS) and the Scheduling Article Classification Scheme (SACS).

- The SPCS at a glance.pdf

- The SACS at a glance.pdf

- Methodology for the development of the knowledge base.pdf
This file documents the applied methodology.
DOI: 10.17632/fdh7n692vz
title: Dataset: Adaptive Modelling for Security Vulnerability Propagation

description: This dataset was used to construct and simulate the security vulnerability propagation model in the study entitled: Adaptive Modelling for Security Vulnerability Propagation to Predict the Impact of Business Process Redesign. In this study, we used six business process redesign (BPR) case studies that occurred in Magento 2.1 to 2.2 and Magento 2.2 to 2.3. This dataset was used as input for the propagation modelling of information security vulnerabilities. We have 11 datasets representing the Magento business process models from Magento 2.1, 2.2, and 2.3, their vulnerability data, and their relation with application modules. In Magento 2.1 to 2.2, BPR occurred in the processes of managing consumer accounts, managing communication channels, and managing payments. The dataset on the first and second sheets relates to the process of managing consumer accounts in Magento 2.1 and 2.2. The dataset on the third and fourth sheets relates to the process of managing communication channels in Magento 2.1 and 2.2. Meanwhile, the dataset on the fifth and sixth sheets relates to the process of managing payments in Magento 2.1 and 2.2. In the upgrade from Magento 2.2 to 2.3, BPR appeared in managing payments, inventory, and shipping. The dataset on the sixth and seventh sheets relates to the process of managing payments in Magento 2.2 and 2.3. The eighth and ninth sheets dataset relates to the process of managing inventory in Magento 2.2 and 2.3. Meanwhile, the dataset on the tenth and eleventh sheets relates to the process of managing shipping in Magento 2.2 and 2.3.

Each dataset contains a list of tasks (Task ID and Task Name column) that make up the Magento business process model. Tasks can be under a process (Process Name column) or a sub-process (Sub Process column). Data for each task is accompanied by the task type (Task Type column) and the task vulnerabilities. Task vulnerabilities are expressed by the CWE ID (Task Vuln column). The vulnerability scores consist of the score for each CWE (Task Vuln Score column) and the maximum score for each task (Max Task Score column). These vulnerability data were obtained from the results of the previous study entitled: Information Security Vulnerability Prediction Based On Business Process Model Using Machine Learning Approach. Each task is also accompanied by the next task (Next Task column) that follows so it can be used to form a series of business process models. Each task is also accompanied by a related module (Related Module ID and Related Module column) along with module vulnerability data. Module vulnerability data consists of two types, the predicted score (Max Predict column) and materialized score (Module Exploited Vuln Score) based on Magento CVE vulnerability data from the National Vulnerability Database (NVD).
DOI: 10.17632/m3x3czkwhm
title: Patient hiPSCs identify vascular smooth muscle arylacetamide deacetylase as protective against atherosclerosis. Toyohara et al.

description: The data of Aadac-Tg mice
DOI: 10.17632/f76s5s2pxs
title: Data for: Multi-vehicle stochastic cyclic inventory routing with expediting

description: Datasets with cyclic inventory routing instances
DOI: 10.17632/mnxd3xs8jk
title: Exploring the cortical hemodynamic variability of four weeks iTBS on a healthy participant: a case study_dataset

description: Raw data of the case study
DOI: 10.17632/52scymvd5s
title: Ethiopia SmartChip results: antibiotic resistance genes in anaerobic digestion

description: This dataset shows the cleaned data from Takara SmartChip PCR processing to quantify antibiotic resistance genes. The DNA samples were taken from six household-scale anaerobic digesters situated in Bishoftu, Ethiopia in 2020. Six samples of substrate (cow dung and water 1:1 mix) were taken on Day 1 of the study and six diegstate samples were taken on Day 36. As the digesters have a retention time of approximetly 36 days, this is representative of the effects of anaerobic digestion on the input substrate on Day 1. Thereofore the six substrate samples can be compared to the six digestate samples in terms of the relative abundance of antibiotic resistance genes and mobile genetic elements.
DOI: 10.17632/mbwykx585m
title: Chest compression fraction during out of hospital cardiac arrest. Substudy of the CAAM trial

description: This dataset originates from supplementary data collected during a non-inferiority trial comparing Bag valve ventilation to Endotracheal intubation (CAAM trial). The research hypothesis was to test whether Endotracheal intubation would lead to a reduction in no flow time during CPR for out of hospital cardiac arrest. Data were collected through a Corpuls 3 allowing simultaneous synchronized recording of impedance, ambient audio and ECG. These data were re-analyzed by two researchers (Frédéric Cavallotto and Diane de Longueville) allowing through the use of the audio ambient recording a correct characterization of any pause in chest compression into predefined categories such as Ventilation, Intubation, Rythm analysis, LUCAS placement... These data were merged to produce this dataset with Ustein Style variables collected after CPR for each patient.
DOI: 10.17632/fymxjj3g3p
title: Clinical Characteristics and Associated Factors of Macrolide-Resistant Mycoplasma Pneumoniae Pneumonia in Children: A Systematic Review and Meta-Analysis

description: This study aims to systematically review and conduct a meta-analysis of the clinical characteristics and associated factors of macrolide-resistant Mycoplasma pneumoniae pneumonia (MRMP) in children. By synthesizing data from multiple studies, this research intends to provide clinicians with a comprehensive understanding of MRMP and offer guidance for future research directions.
DOI: 10.17632/thsy987z79
title: Estimation of preheating time for building intermittent heating subject to changes in outdoor temperature and solar radiation

description: The procedure MainProcedure_Step2.m can be executed to obtain D preheating times that correspond to D-group model parameters. The 100 models are generated based on the given 100-group model parameters. For each model, the predicted indoor temperature corresponding to the model is obtained by bringing in the heating start time and future weather data. The optimal preheating time is obtained when the indoor temperature is the same as the setpoint at the set time.
The procedure MainData_example.m can be executed to obtain 20 sets of data in similar external environments, as well as the results of model validation and preheating times validation.
DOI: 10.17632/v78gcvxc2s
title: Young infants exhibit robust functional antibody responses and restrained IFN-γ production to SARS-CoV-2. Goenka et al

description: Complete dataset associated with manuscript "Young infants exhibit robust functional antibody responses and restrained IFN-γ production to SARS-CoV-2. Goenka et al". All samples arranged by their nomenclature in the paper (infants I1-4; mothers M1-3; fathers F1-4; PCR-confirmed adult controls C1-10; pre-pandemic serum samples PP1-PP9). The folder "ELISA serum and saliva" contains original OD600nm data, and relative units for LIPS (Luciferase ImmunoPrecipitation System) assays as indicated, and corresponds to Fig. 1A-D & Fig. S1 in manuscript. The folder "Neutralisation" contains data describing percentage of SARS-CoV-2 infected cells relative to control wells containing virus only (no sera), and corresponds to Fig. 1E-F & Fig. S2. The folder "ELISpot" contains SFU/million PBMC data (after background unstimulated subtraction) and corresponds to Fig. 2A and S3A-B. The folder "Intracellular Cytokine Staining FCS files" contains original FACS acquisition data (with compensation controls) in folders per each experiment and corresponds to Fig. 2B-F and Fig. S3C-F.
DOI: 10.17632/k35ry274gv
title: Global 0.5 degree phenoregions from satellite NDVI, solar-induced fluorescence, and vegetation optical depth

description: Level I (L1) and Level II (L2) global 0.5 degree phenoregions in geotiff format. Hierarchical sets of regions with similar phenological characteristics ("phenoregions") based on self-organizing map (SOM) clusters fit using 2007-2015 mean monthly NDVI from AVHRR, solar-induced fluorescence from GOME-2, and vegetation optical depth from AMSR-E and AMSR-2. Twelve Level I phenoregions were defined using a SOM in a 3x4 rectangular node arrangement, which roughly self-organized the clusters along two dimensions based on pixel peak productivity and seasonality. Each Level I phenoregion was then further subset into six Level II phenoregions (resulting in 72 total Level II phenoregions) using a second SOM in a 2x3 rectangular node arrangement, which captured further detail on productivity, seasonality, bimodality, and phase of the phenological cycle within each Level I ecoregion.
DOI: 10.17632/mrdyhdh78k
title: Supplemental File: Non-cutaneous immune-related adverse events predict overall and progression-free survival in patients with cutaneous toxicities after immune checkpoint inhibitor therapy

description: These supplemental files include additional details on study methodology, supplemental figures (Kaplan-Meier curves), as well as supplemental tables I and II.
DOI: 10.17632/57nrc49stj
title: Data for: Synergistic Material-Topography Combinations to Achieve Immunomodulatory Osteoinductive Biomaterials

description: Raw human immortalized mesenchymal stem cell (hiMSC) and human macrophage cell data from ChemoTopoChip screens included in Excel (.xlsx) format. CellProfiler (Carpenter et al. 2006) generated topographical descriptors included in Excel (.xlsx) format. hiMSC, human macrophage and illumination correction CellProfiler (Carpenter et al. 2006) pipelines included in CellPropfiler (.cppr) format.
DOI: 10.17632/rkvr6w7vzr
title: NIGER DELTA PHYTOECOLOGICAL GROUPS DATA FOR THE NEOGENE-EARLIEST PLEISTOCENE

description: The relationship between vegetation and climate informed the use of paleovegetational changes to infer paleoclimatic changes. Palynomorphs recovered from three oil wells from the offshore western Niger Delta were categorized into phytoecological groups to achieve this. Standard sedimentology and foraminiferal biostratigraphy integrated with marker palynomorphs were also applied to constrain the age. In the latest Miocene (5.8-5.5 Ma), climatic conditions were mainly wet until between 5.5 and 5.0Ma when extreme dry conditions prevailed. The early Pliocene (5.0 - &gt;3.4 Ma) was generally wet while the late Pliocene (&lt;3.0 - 2.7 Ma) was extremely dry with wet condition re-occurring at the latest Pliocene/earliest Pleistocene boundary at a lower magnitude than the early Pliocene wetness. This is inferred from the bloom of open vegetation Acanthaceae undifferentiated, Polygala sp. and Asystacia gangetica along with montane Podocarpus milanjianus since 2.4 Ma through 2.0 Ma and younger. The Acanthaceae bloom recorded the evolution of A. gangetica in the latest Pliocene/earliest Pleistocene around 2.0 Ma in the Niger delta. The upper Early Pliocene regional wet event is associated with distinct peaks of riverine forest, freshwater swamp and mangrove pollen. Results here further support earlier findings from other parts of West Africa with respect to paleoclimatic changes of the late Neogene/earliest Quaternary. Equivalent qualitative palynostratigraphic events were recognized within the zones for age determination and the biostratigraphic correlation significance of the zones was stressed.
DOI: 10.17632/7xzv9mpdth
title: Data on the characteristics and modelling of precipitation intensity duration and frequency in southern Nigerian cities

description: The data characterized precipitation of six capital cities in Nigeria (which experience very high rainfall amounts annually), since the regular monitoring and modelling of precipitation characteristics is scarce in these areas. The precipitation data for each city was analyzed statistically, having extracted the maximum data for each year. Rainfall daily maxima for each city and year were obtained. Minimum, mean and median rainfall were also obtained. The number of days in each year and the total annual sum were as well featured. Furthermore, different durations were obtained for the maximum rainfall data after arranging the maximum precipitation in descending order. The Gumbel probability position method was to obtain the frequency of each maximum precipitation in each city. Rainfall Intensity, Duration and Frequency curves and models were thereafter developed from the data as presented. Performances and goodness of fit tests were used to evaluate the developed models. Precipitation duration curves were also developed for each city studied and these are as well included in the dataset. Results of analysis performed from the r-studio translated in tables as well as the r-codes used all included in this repository.
DOI: 10.17632/yvyjgwv57h
title: Total fecal oxalate-degrading activity in ESRD

description: Original data of statistical analysis in the present study.
DOI: 10.17632/j6sm33mxf8
title: LINF_080005100

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/w4rpzwpkzt
title: Data for: Understanding Chinese tourists' motivations of sharing travel photos in WeChat

description: Photo-sharing motivation in Wechat
DOI: 10.17632/b2jm65g69n
title: Infection and vaccine-induced antibody binding and neutralization to the B.1.351 SARS-CoV-2 variant Edara et al.
DOI: 10.17632/g57j2x8znc
title: Study of MicroRNA-124 in Patients with Lupus Nephritis

description: Study of MicroRNA-124 in Patients with Lupus Nephritis
DOI: 10.17632/z9vxf6cw7h
title: Groundwater level

description: Geographical location of wells and groundwater level data were collected from observation wells in the field for one year.
DOI: 10.15468/dl.3apd3r
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stachys boraginoides Schltdl. & Cham."
 ]
}

 The dataset includes 175 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001631-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/g2fbhg9j9x
title: Archetypal Case Study of Pupil Service learning in the Paddock of Challenging and destitute Community Based Organizations

description: In sight of mechanical engineering aspects, here our students have undergone for two weeks industrial training in a well-regarded industry; there they have applied their class room learning skills in needy community organizations. In which they have resolved the evils which are being associated with machine tools and worker’s environment. There they found the satisfactory results after applying class room learning. The acceptable discussions have recounted in impending section of this paper.
DOI: 10.17632/m9dcx3b5fm
title: Covid-19 vs Arboviruses Clinical spectrum Dataset

description: This data set contains the entire clinical spectrum collected through publications available in Journals on Covid-19 and arboviruses (DENV, ZIKV and CHIKV). It also contains the prediction model and machine learning algorithms used for the discrimination and screening of these patients.
DOI: 10.17632/hg8fwj6c3m
title: Data for manuscript: Prediction of nanoparticle distribution and microstructure evolution during solidification of metal matrix nanocomposites

description: This dataset contains all the simulation results used for generating the figures of the manuscript titled "Prediction of nanoparticle distribution and microstructure evolution during solidification of metal matrix nanocomposites" including raw simulation output files and processed data in spreadsheets. The raw data files are in dat format and can be opened for visualization using tools such as Paraview or Tecplot. The data are arranged according to the figure numbers of the manuscript "Prediction of nanoparticle distribution and microstructure evolution during solidification of metal matrix nanocomposites"