cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kbd2g7j7yd
title: Training and test set data used for the determination of total carbon in biosolids using MID-infrared spectroscopy

description: The data were collected as described in (https://doi.org/10.1016/j.scitotenv.2019.134195 and http://dx.doi.org/10.17632/p64dtjx7rj.1). The raw MID-IR (MID-Infra-red) data (http://dx.doi.org/10.17632/p64dtjx7rj.1) was used to determine total C in biosolids using two approaches - full spectral and selected wavelengths methods. For the full spectral method, the raw data was mean-centred and PCA analysis was carried out to remove abnormal samples. After the removal of abnormal samples, the full spectral data (located in the full spectral folder) was divided into two data set, the training set (approximately 2/3) and test set (approximately 2/3). The full spectra training set and test set data were saved in files named ‘Full spectra training set.xlsx’ and ‘Full spectra test set.xlsx’, respectively. For the selected wavelength method, wavenumbers that had a correlation coefficient &gt; 0.5 with total C were selected. The remainder of the spectral data was deleted. The data was then analysed by PCA to remove any abnormal samples and divided into training and test set, similar to the full spectral method. The data containing both total C and MID IR data was stored in the selected wavelength folder and given the filenames ‘Selected wavelength training set.xlsx’ and ‘Selected wavelengths test set.xlsx’. A full description of how the data was used is provided in (https://doi.org/10.1016/j.scitotenv.2019.134195).
DOI: 10.17632/n83vfckc8b
title: CriticalFuzz: A Critical Neuron Coverage-Guided Fuzz Testing Framework for Deep Neural Networks

description: This dataset contains the experimental data from motivation, RQ1, RQ2, and RQ3 in the article "CriticalFuzz: A Critical Neuron Coverage-Guided Fuzz Testing Framework for Deep Neural Networks".
DOI: 10.17632/6vjwfx5yyk
title: Outcomes of Cutaneous Surgery for Nonmelanoma Skin Cancer in Patients with Different Fitzpatrick Skin Types: A Nationwide, Multicenter, Prospective Study

description: Supplemental Tables for "Outcomes of Cutaneous Surgery for Nonmelanoma Skin Cancer in Patients with Different Fitzpatrick Skin Types: A Nationwide, Multicenter, Prospective Study"
DOI: 10.17632/d99ycn2bhb
title: LINF_010005100

description: Endonuclease/Exonuclease/phosphatase family
DOI: 10.17632/krnpyx28rk
title: Sustainability Indicators: Review Organization Database

description: The categories, indicators and units represented in this dataset are derived from the final 40 papers that were deemed appropriate for categorization using the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses) method to represent relevant sustainability indicators within the manufacturing, materials, and biomass industries under the four pillars of sustainability (environment, economic, social and technical) in their entirety. Although certain indicators exhibited several overlaps between pillars (e.g., socio-economic, techno-economic, enviro-socio-economic), these indicators have been restricted to one pillar and one category each to better understand their place within these disciplines and pillars—and avoid double counting. A database was created in Microsoft Access such that each indicator could be thoroughly reviewed and sorted to ensure its appropriateness to the respective category, checking for gaps in data, and filling them accordingly. The complete Access database, data files, and supplemental information can be found here. The discussion and reasoning for categorization can be found within the accompanying manuscript published in the Journal of Sustainable Development (DOI:10.5539/jsd.v12n1p55).
DOI: 10.17632/ww9pwnpmxp
title: The death of exams? Grade inflation and student satisfaction when coursework replaces exams (Supplementary materials)

description: This code will replicate the results and tables in the following paper: Stankov, P. (2024). The death of exams? Grade inflation and student satisfaction when coursework replaces exams, International Review of Econonomics Education, 46, July 2024, 100289. https://doi.org/10.1016/j.iree.2024.100289

*** You will need STATA to run the code. Before running the code, please create a folder named Results, and a subfolder Graphs, in the same folder where your code and data is. This will avoid a clutter of graphs among your data and .do files.

Abstract of the paper: A mid-sized advanced undergraduate economics module has undergone an assessment reform, where a typical 60% final exam was replaced by four scaffolded coursework assignments, each carrying a 15% weight in the final grade. As a result, student satisfaction with assessment and feedback went up at the expense of higher staff workload. In addition, the reform raised the final grades over and above the increase typically associated with an improvement in learning and engagement, effectively triggering grade inflation. The paper identifies the coursework assignment that inflated the grades. It then proceeds with grade simulations, whose purpose is to formulate an assessment reform agenda aiming to maintain high student satisfaction, disinflate grades, and stabilise staff workload. Finally, the paper evaluates the scalability of assessment reforms where final exams are targeted for replacement by coursework assessments. The evaluation suggests caution with such reforms, if they are necessary in the first place. They may both be feasible and desirable in small classes, but compelling arguments caution against a premature wholesale rollout.
DOI: 10.17632/fh3fg4rghw
title: The Nexus of Energy Consumption, Foreign Direct Investments, and Inclusive Growth in Sub-Saharan Africa

description: The paper focused on how energy consumption could promote inclusive growth and which type of energy consumption either renewable or non-renewable can lead to inclusive growth. The paper then proceeds to test empirically if the presence of foreign direct investment could help energy consumption to further enhance inclusive growth. The paper used 32 sub-Saharan African (SSA) countries over a 25-year time spanning 1995 to 2019. The is primarily based on the availability of data which was obtained from the World Bank (World Development Indicators), and the United States Energy Information Agency (EIA).  

The dependent variable was proxied with an inclusive growth index where principal component analysis (PCA) was used in the generation of the index. The paper used 21 variables to create the index and these include access to clean fuels and technologies for cooking (% of the population); access to electricity (% of the population); mobile cellular subscriptions (per 100 people); contributing family workers, total (% of total employment); employment to population ratio, 15+, total (%) (modelled ILO); Immunization, DPT (% of children ages 12-23 months); mortality rate, under-5 (per 1,000 live births); nurses and midwives (per 1,000 people); physicians (per 1,000 people); the prevalence of underweight, weight for age (% of children under 5); primary education, duration (years), the proportion of seats held by women in national parliaments (%); pupil-teacher ratio, primary; school enrolment, primary (gross); gender parity index (GPI); school enrolment, secondary (gross), gender parity index; school enrolment, tertiary (gross) gender parity index; people using at least basic drinking water services (% of the population); people using at least basic sanitation services (% of the population); domestic general government health expenditure (% of general government expenditure); government expenditure on education, total (% of government expenditure); Gross Domestic Product per Capital (Constant, 2017, US$ PPP). All these variables were sourced from WDI.

To ensure that the index created is robust, the paper conducts various diagnostic tests such as determinant of the correlation matrix; Kaiser-Meyer-Olkin Measure of Sampling (KMO) and Bartlett test of sphericity.

The main variable of interest is energy consumption which was disaggregated into renewable energy consumption (% of total final energy consumption) and fossil fuel comprises coal, oil, petroleum, and natural gas products (non-renewable) sourced from EIA. The moderating variable is net Foreign Direct Investment Inflow (% GDP). 

The control variables we sourced from WDI include gross fixed capital formation (% of GDP), labour force participation rate, total (% of total population ages 15-64) (modelled ILO estimate), trade (% of GDP) and GDP per person employed (constant 2017 PPP $).
DOI: 10.17632/r6b63859mn
title: Clinical and radiographic efficacy of LSTR with 3Mix-R antibiotic paste in paediatric patients aged 4-9 years at the Dr. René Puig Bentz Clinic, Universidad Nacional Pedro Henríquez Ureña.

description: In pediatric dentistry, it is common for children to require pulp therapies due to deep cavities that compromise pulp health. The objective of this research was to verify the clinical and radiographic effectiveness of the 3Mix-R paste, in order to increase treatment options and evaluate an alternative material that could replace tetracycline-derived antibiotic pastes, which have been shown to cause staining in the germs of successor teeth. The use of the 3Mix-R antibiotic paste, composed of metronidazole, ciprofloxacin, clindamycin, and distilled water, is proposed. This paste is rarely used due to the lack of research and the replacement of minocycline with clindamycin, which is prohibited by the International Association of Pediatric Dentistry (IAPD). To measure the effectiveness of 3Mix-R paste, it was compared with PTA paste, which has scientific evidence of its effectiveness. The study evaluated 20 cases, dividing the patients into two groups: 50% received 3Mix-R paste, and the other 50% received PTA paste, with clinical and radiographic follow-ups conducted two weeks, one month, and three months after the material's placement. The results of the general linear model (GLM) analysis showed no significant difference in the clinical and radiographic effectiveness pattern between the groups (p&gt; 0.05), indicating equivalent effectiveness between both pastes. Additionally, chi-square analysis showed no significant difference in treatment responses according to the initial pulp diagnosis (p&gt; 0.05). The study results conclude that treatment with 3Mix-R in primary molars demonstrates clinical and radiographic effectiveness over a three-month observation period, suggesting that 3Mix-R paste can be considered a viable alternative like PTA.
DOI: 10.17632/szkj73fgck
title: Supplementary materials for publication: Lee SH, et al. Increased Risk of Alopecia Areata in Patients with Autism Spectrum Disorders: A Korean Nationwide Population-based Study. J Am Acad Dermatol. 2023

description: Supplementary materials for publication: Lee SH, et al. Increased Risk of Alopecia Areata in Patients with Autism Spectrum Disorders: A Korean Nationwide Population-based Study. J Am Acad Dermatol. 2023
DOI: 10.15468/dl.cp9b8z
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xysticus ferox (Hentz, 1847)"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001518-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3g9fy52g4r
title: Intermediate_Host_Model_Code_C++

description: Code written in C++. The model considers two populations, an intermediate host and a target population, and one reservoir. The pathogen is indefinitely present in the reservoir and it spills over the intermediate population and/or the target population. The Para.txt file can be modifed as much as you want with other parameters value. The R scripts used to do the figures are also present.
DOI: 10.17632/vv2zczcvvm
title: Towards enhanced sensitivity of the 15N Gas Flux Method for quantifying denitrification in soil

description: Data for article "Towards enhanced sensitivity of the 15N Gas Flux Method for quantifying denitrification in soil"
DOI: 10.17632/zgy44yc22r
title: Data for: One for All? - The Impact of Different Types of Energy Feedback and Goal Setting on Individuals' Motivation to Conserve Electricity
DOI: 10.17632/4p9zf6bwz5
title: Dataset: Action Construction Equipment Limited (ACE.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/9kgxzwd6y3
title: Quantifying COVID-19 enforced global changes in atmospheric pollutants using cloud computing based remote sensing

description: This dataset contains the percentage change in PM2.5, NO2, Tropospheric ozone, and AOD over 93 major megacities of the world using cloud computing enabled satellite data-based remote sensing. NO2 and Tropospheric ozone are used using Google Earth Engine from Sentinel-5P, AOD from MODIS and PM2.5 is the data-assimilated product from ECMWF.
DOI: 10.17632/bzbnzrbv3h
title: Interview guides for: Understanding barriers and opportunities for adoption of conservation practices on rented farmland

description: Interview guides used for conducting semi-structured interviews.
DOI: 10.17632/hpr8fr7ck6
title: Dataset for dynamics and conformational changes in human NEIL2 protein

description: Dataset related to the article "Dataset for dynamics and conformational changes in human NEIL2 protein analyzed by integrative structural biology approach" in Data in Brief journal. The data presented here are the initial and additional data for experiments on studying the structural features of the hNEIL2 protein. There are six folders: "Circular Dichroism," "DynamX data," "Figures," "Molecular Dynamics," "MS C4 column", and "Tycho." The "Circular Dichroism," "MS C4 column", and "Tycho" folders contain the raw data for the respective experiments. The "Molecular Dynamics" folder contains the "MD movies" and "MD raw data" subfolders. In "MD movies,"  there are MD movies of 100 ns MD trajectory for all protein states.  "MD raw data" folder includes the archives containing initial modeling data for open and closed models (corresponding topology files - * .prmtop and 100 ns MD trajectory files - * .nc, all scripts and starting models).
DOI: 10.17632/pj6rzxttww
title: Food Balance Sheet for Nutritional Losses

description: This dataset is base on the New Food Balance Sheet of 2017, available at FAO data repository, used to estimate the Nutritional Losses worldwide.
DOI: 10.17632/hpxhkyvctb
title: Extended metabolic biosensor design for dynamic pathway regulation of cell factories. Boada et al.

description: This dataset comprises all the data resulting from the model of our dynamic pathway regulation strategy for cell factories: The Extended metabolic TF-based biosensor antithetic controller (EMBA). Analysis of this dataset was performed and published in the article “Extended metabolic biosensor design for dynamic pathway regulation of cell factories” Yadira Boadaa, Alejandro Vignoni, Jesús Picó, Pablo Carbonell, 2020, iScience. DOI: https://doi.org/10.1016/j.isci.2020.101305 Different data in the dataset was obtained by changing some of the simulation parameters. Perturbation Data includes: -Time-courses of Naringenin and CHS for the open-loop and the closed-loop for varying available amounts of Malonyl-CoA (in number of molecules per cell) -Static (equilibrium) production level of Naringenin for the open-loop and the closed-loop for varying available amounts of Malonyl-CoA (in g/L). Robustness Data includes: -Static (equilibrium) production level of Naringenin (in g/L). for the direct controller and the antithetic controller for varying available amounts of Malonyl-CoA (100% and 60% of available malonyl-CoA) for each one of the parameter combinations. -Static levels of Naringenin vs CHS, Naringenin Vs Kaempferol vs anti-sigma and Anti-sigma vs CHS; for 15% CV random values of the pathway enzymes to obtain the plots of the different Transfer Function (dose-response curve) circuit parts (metabolic part of the biosensor, TF-based biosensor and controller, and overall sensor-controller transfer function).
DOI: 10.17632/j28xwntfms
title: Dataset for Evolutionary divergence of cytokinesis and dimorphism control by myosin II and regulatory light chain phosphorylation in the fission yeast clade. iScience (2023) Aug 12; 26(9):107611. doi: 10.1016/j.isci.2023.107611

description: Full raw data corresponding to Figures in iScience (2023) Aug 12; 26(9):107611.
DOI: 10.17632/s2wkmb246d
title: Data for: An Analytical Solution for Sectional Estimation of Stress and Displacement Fields around a Shallow Tunnel

description: The files uploaded are the updated version for major revision. Detailed research datum are included.
DOI: 10.17632/4phz4ccjmr
title: Análisis de las prácticas profesionales y su coherencia con los requerimientos del entorno en el modelo educativo crítico con enfoque de competencias en la universidad cooperativa de Colombia

description: Resultados cuantitativos de la encuesta realizada en el marco del proyecto INV3060 "Análisis de las prácticas profesionales y su coherencia con los requerimientos del entorno en el modelo educativo crítico con enfoque de competencias en la universidad cooperativa de Colombia", financiado por la Universidad Cooperativa de Colombia y hace parte del capítulo de libro "Análisis de las prácticas profesionales en el modelo educativo crítico con enfoque de competencias en la Universidad Cooperativa de Colombia" presentado en el marco de cooperación con ASCUN. El cual se encuentra en proceso de publicación
DOI: 10.17632/z69j8yxfzp
title: LEMUR solver with damage regularisation for deformation band study

description: Source code for Finite Element LEMUR solver with the reaction-diffusion regularisation. The simulator is developed based on MOOSE environment.
DOI: 10.15468/dl.fwjbx5
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Channa striata (Bloch, 1793))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1784 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001487-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hy577mtxn8
title: Analyzing the Intersection of Flood Emergencies and Female Hygiene Care in Himachal Pradesh: Implications for Quality of life

description: Floods, particularly rapid-onset floods, lead to significant harm to infrastructure, disturb human routines, and can lead to irreversible consequences. Himachal Pradesh is prone to frequent natural disasters, including earthquakes, landslides, cloudbursts, and flash floods, which occur with different degrees of intensity. Studies indicate that vulnerable groups, especially women and children, are disproportionately affected by catastrophic hazards, such as cyclones and floods. The critical challenges encountered by women during the flood primarily revolved around their reproductive and sexual health, matters that have received inadequate attention from global decision-makers up to the present day. To identify and analyze the unique problems and vulnerabilities encountered by women in terms of maintaining their hygiene and their general quality of life amid flood catastrophes. Between September 2023 and April 2024, a cross-sectional online survey was conducted to assess the impact of hygiene and quality of life on 358 flood-affected females in Himachal Pradesh. The study utilized a self-constructed Google Form questionnaire, distributed through social networks such as WhatsApp, Instagram, and Gmail, with data analysis and visualization performed using Google Forms' built-in features. The study revealed that 87.3% of women in Himachal Pradesh struggled to maintain hygiene during floods, significantly affecting their health and social interactions. Over two-thirds reported health issues due to inadequate sanitation, highlighting a crucial link between cleanliness and well-being. Despite challenges, strong community support aided recovery, with 80.7% of participants receiving vital help. These findings underscore the need for improved disaster preparedness and infrastructure resilience to better protect vulnerable populations during crises.
The study highlights the need for improved sanitation, healthcare, and social support systems to protect and enhance the resilience of vulnerable populations in Himachal Pradesh during floods, addressing significant hygiene, health, and socioeconomic challenges.
DOI: 10.17632/xpkpb84xss
title: Social Acceptance and Educational Aspects of Third Genders: A Case Study of Abbottabad City, Pakistan

description: Recognizing and accepting the third gender in educational settings is paramount for fostering inclusivity and social justice. It ensures that all individuals, regardless of their gender identity, have equal access to education and are protected from discrimination and stigma. By integrating the third gender into curricula and educational resources, schools can educate students and staff about gender diversity, promoting empathy and understanding. This acceptance also contributes to broader societal attitudes and legal frameworks that protect the rights of individuals of the third gender in areas beyond education. Ultimately, embracing the third gender in education not only enriches the learning environment by embracing diversity but also nurtures personal growth and empowerment among all students and educators involved.
DOI: 10.17632/d9659xgx4v
title: The offensive speech in Weibo and data analysis code

description: There are the dataset of offensive speech and the codes to analysis this dataset including SNA an Association Analysis.
The dataset were the discussions on Weibo around the “Hot Search” hashtags ranking (i.e., the hashtags with the highest search volume and discussion popularity within a certain period) from July 2022 to July 2023.
The social network consisting of 65321 nodes and 83203 edges including 2488 offensive edges. Specifically, there were 17194 posts (4406 with @), 19219 re-posts (3070 with @), 31378 comments and 11515 secondary comments. The number of offensive edges was 1058, 337, 164, 33, 538, and 358 respectively.
DOI: 10.17632/b97p5rkgvk
title: Data for: Environmental isotope and hydrochemical characteristics of groundwater in central portion of Mekelle sedimentary outlier, northern Ethiopia

description: Groundwater geo-chemical and isotope data for Mekelle aquifer
DOI: 10.17632/gh9zh5x54r
title: Experimentally-Measured and Analytically Derived Data on Punching Shear of GFRP-Reinforced Flat Slabs made from SCC and SNFRC_Dataset

description: This dataset contains Experimental data for punching shear behavior of synthetic fiber-reinforced slabs reinforced with GFRP bars and cast from SCC. All data is contained in the Excel file "SpecimenDetails.xlsx". A Matlab script is also included ["Plots.m"]; when run, it reads then plots the Load-Deflection curves. Finally, High-Resolution images of the plots are available in individual "*.tiff" files.
DOI: 10.17632/gkbfwv75kz
title: Appendices of Smart revolution and metrology: a longitudinal science mapping approach

description: This repository contains appendices to the article " Smart revolution and metrology: a longitudinal science mapping approach" submitted to the IMEKO XXIII World congress (IMEKO2021) on "Measurement: sparking tomorrow's smart revolution" under the TC7 (Measurement Science) category.