cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25698129.v1
title: Fuzzing: On Benchmarking Outcome as a Function of Benchmark Properties

description: Fuzzing: On Benchmarking Outcome as a Function of Benchmark Properties<br><br>This artifact is structured as follows:<br><code>fuzzbench-per-trial-seeds</code> -- A modified version of Fuzzbench which allows seeds files to be provided for each trial. Also contains some pre- and post-processing scripts for gathering data<code>final-data-analysis</code> -- An R Jupyter notebook and Python scripts used to generate the figures in the paper, along with the cleaned and aggregated data in CSV files<code>delay</code> -- Python scripts used to generate the figures for e0 (injecting delays) in the paper<code>raw-data</code> -- The raw files output by Fuzzbench for our experimentsThe notebook and scripts should be runnable on the CSV files in that directory without modification. For the Python scripts, dependencies are listed in the <code>requirements.txt</code> file. For the R code, all dependencies are installed in the top cell of the notebook. Note that installing these may take some time. To run the notebook, you will need R with the IRkernel installed (instructions here), as well as Jupyter itself. <code>fbr.py</code>, calculates rankings from public fuzzbench data. We include the public data, but it needs to be decompressed first (e.g. <code>gunzip fb-paper-data.csv.gz</code>)E0 corresponds to the delay injection experiment (IRQ1).E1 corresponds to the AFL and LibFuzzer generated corpora discussed in the motivation of the paper (IRQ2).E2 corresponds to the larger experiment with all corpus / program properties (IRQ3 / IRQ4).
DOI: 10.17632/j6z4whc8fm
title: Data for: Fabrication of WO3 electrochromic devices using electro-exploding wire techniques and spray coating

description: Data for drawing figures in the manuscript and in the supporting information file. The data are in Origin file format.
DOI: 10.17632/ycgjssdxxf
title: Data: Skill, effort, luck: Determinants of rank-based endowments and risk-taking in a social setting

description: Data for: Skill, effort, luck: Determinants of rank-based endowments and risk-taking in a social setting
DOI: 10.6084/m9.figshare.21372000.v3
title: The best model PTH files from the study: "Impact evaluation of score classes and annotation regions in deep learning-based dairy cow body condition prediction"

description: Body condition scoring is a simple method to estimate the energy supply of dairy cattle. We investigated how computer vision-based supervised deep learning, specifically neural networks, can automate body condition scoring. To execute this, we have used video recordings of the rumps of a large number of animals. We have trained and tested various convolutional neural networks with this collected data. The weights of our trained CNNs are freely available, supporting similar works.
DOI: 10.17632/pcrv8g97bp
title: Dataset para experimentos de micropirólisis de neumáticos fuera de uso y sus polímeros constituyentes

description: Datos experimentales de micropirólisis analítica relacionados con memoria de título: Gestión y análisis de datos de micropirólisis de neumáticos a través de una plataforma visual en Power BI.

Autora: Beatriz Smith Azócar
Supervisores: Dr. Luis E. Arteaga Pérez y Dra. Paula Osorio Vargas

Este conjunto de datos incluye los experimentos de pirólisis analítica (Py-GC/MS) de neumáticos fuera de uso (NFU) sin presencia de catalizador. Los datos son complementarios a la memoria de título ¨Gestión y análisis de datos de micropirólisis de neumáticos a través de una plataforma visual en Power BI¨, por lo que, en esta se proporciona una descripción completa de los materiales, métodos y equipos utilizados para obtener este conjunto de datos. Los experimentos se realizaron con NFU procedentes de vehículos ligeros. Los factores experimentales fueron la temperatura de pirólisis (350- 400 - 450 ºC). 
La carpeta contiene la siguiente información:
•	Archivos Excel con el tiempo de retención, área de pico, altura de pico, tiempo inicial del pico y tiempo final de pico, a distintas temperaturas.
•	Nomenclatura para cada variable y símbolo utilizado.
•	Tabla anexo con la asignación de compuestos por tiempo de retención. Identificados a partir de su comparación con la base de datos NIST.
Los experimentos presentados en esta base de datos fueron desarrollados y publicados por la Dra. Paula Osorio en coautoría con investigadores del LPTC-UBB y la Universidad de Concepción.
DOI: 10.6084/m9.figshare.28598213.v1
title: Raw data

description: The goal was to assess the effectiveness of N-acetyl cysteine (NAC) in protecting the liver from phenytoin-induced hepatotoxicity in rats
DOI: 10.6084/m9.figshare.14327771.v1
title: Heritage assets measurement: application of travel cost method and contingent valuation method in Memorial Darcy Ribeiro

description: Abstract This research aims to apply the Contingent Valuation Method (CVM) and the Travel Cost Method (TCM) at Memorial Darcy Ribeiro, known Beijódromo, located in Brasilia, to assess its economic value. The study of heritage assets measurement is justified because of the need to know the economic value of the Brazilian cultural heritage for management purposes. In addition, it allows evaluation mechanisms are improved assisting managers in the formulation of public policies. In May 2014, 72 questionnaires were applied to visitors and tourists Beijódromo to get the value of the Memorial. In conclusion, although the indirect economic valuation methodologies are shown as an alternative to measurement of heritage assets, the value found in TCM does not differ from that of the CVM. The economic estimate was much lower than that invested in the construction of the Memorial. The lack of adequate information on the origin and the number of visitors and tourists influenced the outcome. It shows that the record and monitored of tourists is an important piece for the economic value of Memorial to be properly represented, as well as attraction of programs of visitors and tourists.
DOI: 10.6084/m9.figshare.23608353.v1
title: Capsella bursa-pastoris de novo assembly

description: Files with genome assembly and annotation data for Capsella bursa-pastoris
 
Cbp_msk.genome.assembly.fasta - genome assembly sequences
Cbp_msk.anot.gff -  genome annotation
Cbp_msk.anot.cds.fa - CDS sequences for genome annotation 
<br>
DOI: 10.6084/m9.figshare.22581394.v3
title: Sustainable diet: the database of carbon footprint and embodied nutrition of 388 popular recipes

description: The comprehensive recipe nutrition and environmental impact database offers an in-depth exploration into the crossroads of culinary arts and environmental responsibility, providing an exhaustive panorama of both the nutritional nuances and the ecological footprint inherent to individual recipes. Rooted in the precision of Environmentally-Extended Input-Output analysis and augmented by a hybrid Life Cycle Assessment methodology, this database meticulously quantifies the carbon emissions along the entire process—from the initial stages of production, through the culinary craft, and culminating in waste management. With a vast array of 47 structured fields, the database is systematically compartmentalized into key domains: General Information, Nutritions and Keywords, Detailed Ingredient and Nutritional Information, and Environmental Impact Analysis. Each recipe is not only illuminated by its unique nutritional profile—capturing metrics from Energy and Proteins to intricate Vitamins and Minerals—but also by its environmental trajectory, marking out its carbon trail and offering insights into sustainable culinary practices.
DOI: 10.17632/5v5zmpbbm5
title: Data for: CO2 Plume Migration and Dissolution in Layered Reservoirs

description: The .out files are TOUGH2 simulation output for the base, 200mD, 1000mD, 10 years and sand/shale cases. The .RMS files are ECLIPSE simulation output for the directional relative permeability cases.
DOI: 10.17632/tr8tky6y96
title: Indonesian hospital database

description: This repository contains a complete list of Indonesian hospitals. Further versions will provide more data.
Indonesian: Daftar lengkap rumah sakit di Indonesia. Versi berikutnya akan berisi data yg lebih lengkap.

Data will come from bppsdmk.kemkes.go.id and wikidata.org
DOI: 10.17632/4kdvvkfpdk
title: Clascoterone in the Treatment of Mild Hidradenitis Suppurativa -  Supplemental Material 

description: Supplemental Figure 1. Hidradenitis suppurativa before and after Clascoterone therapy. On top left, bilateral thighs before treatment; on top right, bilateral thighs after treatment, note absence of new nodules in a patient who previously developed nodules constantly; on bottom left, bilateral thighs before treatment; on bottom right, bilateral thighs after treatment, note nodule reduction. The patient whose images are on the top left and top right did not have any concomitant therapy for HS. The patient whose images are on the bottom left and bottom right was prescribed topical clindamycin concurrently, however she reported using only clascoterone. 

Supplemental Table 1. Individual Baseline Demographics and Clinical Outcomes of Patients with Mild Hidradenitis Suppurativa Treated with Topical Clascoterone 1% Cream and Summarized Demographics of Excluded Patients
DOI: 10.17632/w882jvwwfk
title: Ultrasonic-assisted NaOH treatment followed by chitosan modified rice husk biochar for urea adsorption

description: Adsorption kinetics, adsorption isotherms, thermodynamic studies, and pH age adsorption data for different biochars.
DOI: 10.17632/kyrmm37m5v
title: Protocol for recombinant rabies virus titration by quantitative PCR

description: The raw data of the protocol : Protocol for recombinant rabies virus titration by quantitative PCR
DOI: 10.17632/vmwgtj58xs
title: Physical fitness feature of athletes

description: This dataset is based on physical fitness tests of athletes who competed nationally and won national sports events. They received gold, silver, and bronze medals. Athletes' information for a wide variety of sports can be found here. Those interested in in-depth information can analyze and test it for further research. This dataset has already been cleaned up to eliminate errors in the data recorded.
DOI: 10.17632/59wkc6s34c
title: Microscopic images of mATPase-stained muscle fibers of porcine skeletal muscle and automated segmentation model data

description: The data comprises ATP-stained images of muscle fibers and an automated segmentation model available for researchers' use. In total, there are 2653 images, including 2171training, 242 validation, and 240 test sets.
DOI: 10.15468/dl.n2bw4p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((26.9648 28.8496,17.9648 28.8496,17.9648 19.8496,26.9648 19.8496,26.9648 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012958-250525065834625/datasets/export for details.
DOI: 10.17632/966ngpzf4z
title: Improving germination and early seedling growth of marula (Sclerocarya birrea) through hydro-priming

description: A pot and field experiments were carried out to investigate the effects of hydro-priming duration on the germination and early seedling growth of marula. Marula seeds were soaked in water for different durations: no soaking, soaking for 24 hours, soaking for 48 hours and soaking for 60 hours. The treatments in both experiments were arranged in Completely Randomized Design (CRD) replicated four times. The effects of hydro-priming duration on germination percentage were highly significant (p<0.001) in both the pot and field experiments. Marula seeds soaked for 48 hours had the highest germination percentage (45%), in the pot experiment. In the field experiment, a germination percentage of 77.5% was achieved in seeds soaked for 60 hours before planting. The effects of hydro-priming duration were also significant (p<0.05) on germination index in pot and field experiments. Root lengths observed 90 days after planting were significantly (p<0.05) affected by soaking duration in both experiments. Seedlings produced from seeds soaked for 60 hours produced the longest roots in the pot (9.46 cm) and field (16 cm) experiments. From the results of this experiment, it can be concluded that hydro-priming seeds before planting enhances the germination and initial growth of seedlings in marula.
DOI: 10.17632/yk4p2dbh73
title: Demographic Profile and Perceptions of Ecotourism Development in Kenyir Lake, Malaysia: A Head of Household Survey Dataset

description: These datasets consist of responses from a survey that were administered to understand the Demographic Profile and Perceptions of Ecotourism Development in Kenyir Lake, Malaysia: A Head of Household Survey
DOI: 10.17632/3f6xnm4k8v
title: Data for: Effects of climate-driven hydrological changes in reproduction of Amazonian floodplain fishes

description: This is the dataset used by Röpke et al. (2022) in the study published at Journal of Applied Ecology to investigate: 1) whether the proportion of reproductive females could be negatively affected by long, drier low-water seasons and short, abrupt rising-water periods, and if such effects were stronger in fished species; 2) if the size to reach sexual maturity and the average body size of ripe females have decreased over recent years and if such changes were more evident in fished species; 3) whether changes in these parameters could be associated with a decrease in the abundance of larger adult females, and whether such a decrease was higher in fished species. The study was conducted in Lago Catalão, a floodplain lake in the Amazon, located at the confluence of Amazon and Negro rivers. The dataset includes data collected monthly from October 1999 until October 2018 from surveys using ten gillnets of several mesh sizes (see Röpke et al., 2017 Scientific Reports for further information). Each individual was identified to species level, sex and gonadal maturation were determined based on dissection, body size was taken in standard length (mm).  Hydrological dataset was obtained from Manaus’s harbor and annual descriptors of flooding cycle follow the description of Röpke et al. (2017). Two set of datasets are available here as csv files.  One, IR_Catalao2019_reproduction.csv used to test our first hypothesis, brings information on annual proportion of females in reproduction of 16 fish species (please see details in the published manuscript), Hydrological Year (Hydrol.Year), which represents roughly the year as starting in October and ending in March; the Gregorian calendar Year (Greg.Year); the annual number of females in reproduction (N_females); total number of adult females captured (Total); duration, in days, of the low water season (LowWat_Duration); duration, in days, of rising water season (Rising_Duration); minimum water of the year (minWaterLevel); velocity of the flooding (RisingIntensity); amplitude of variation in water level (Hyd.Cycl.Intensity); first axis of principal component analysis based on hydrologic attributes using 110 year of hydrologic data (PC1); species name; family and genus. The second dataset, IR_Catalao2019_L50.csv used to test the second and third hypothesis, brings information on standard length in millimeters (BodySize); sex of individuals only female (F) and immature (I) were considered in the study (Sex); rankings of gonadal development, 1- immature, 2-6 adult females with ovaries with different stages of development regarding the annual reproductive cycle (GonadMaurity), sexual maturity, scoring 0 for immature and 1 for mature females (SexMaturity); Gregorian calendar year (Year); the taxonomic categories family and genus; and fishing pressure (Fishing).
DOI: 10.17632/7ydfs62gd6
title: Data for report "Artificial Intelligence: How knowledge is created, transferred, and used"

description: There are the underlying data for our report "Artificial Intelligence: How knowledge is created, transferred, and used", published 2018. Data can be used to construct the graphs used in the report.
DOI: 10.17632/h9d5mkbvzn
title: Infrared of particles from marine sediment samples collected in Bali Island in August 2024 using a Shimadzu Spectrometer at COPS-Thailand, Kyushu University

description: 44 Infrared of particles from marine sediment samples collected in Bali Island in August 2024 using a Shimadzu Spectrometer at COPS-Thailand, Kyushu University
DOI: 10.17632/j5br3736sz
title: Family Dysfunction Mediates and Moderates the Relationship between Depression and Aggression

description: This data set accompanies the research article, Chukwuemeka, N. A., & Obioha, C. W. (2022). Family Dysfunction Mediates and Moderates the Relationship between Depression and Aggression. The data was conveniently collected from undergraduate students of the University of Nigeria, Nsukka, who voluntarily gave their consent to participate in the data. The objective of this data was to establish empirical evidence for the link between family dysfunction and aggression, depression and aggression, whether the association between depression and aggression is mediated by family dysfunction, and how family dysfunction could moderate this link. 
The data set titled 'Family Dysfunction, Depression and Aggression' contains the total scores of all the participants on the following scales: Family Assessment Device (FAD), The Centre for Epidemiologic Studies Depression Scale (CES-D), and Aggression Scale. The above scales are credited to Epstein et al. (1983), Radloff (1977), and Orpinas and Frankwoski (2001), respectively. In addition, the data set also includes demographic information of the participants, such as gender and age, which were used as control variables in the study.
DOI: 10.6084/m9.figshare.28764938.v1
title: Informed Consent Form (ICF)

description: Informed Consent Form (ICF)
DOI: 10.17632/kgzdz6ryyk
title: Thick-restart block Lanczos method for large-scale shell-model calculations

description: We propose a thick-restart block Lanczos method, which is an extension of the thick-restart Lanczos method with the block algorithm, as an eigensolver of the large-scale shell-model calculations. This method has two advantages over the conventional Lanczos method: the precise computations of the near-degenerate eigenvalues, and the efficient computations for obtaining a large number of eigenvalues. These features are quite advantageous to compute highly excited states where the eigenvalue density is rather high. A shell-model code, named KSHELL, equipped with this method was developed for massively parallel computations, and it enables us to reveal nuclear statistical properties which are intensively investigated by recent experimental facilities. We describe the algorithm and performance of the KSHELL code and demonstrate that the present method outperforms the conventional Lanczos method.
DOI: 10.17632/wdzjzrznvd
title: Data for: Soil nitrification increases with elevated phosphorus or soil pH in an acidic mixed mesophytic deciduous forest

description: Soil pH, nitrate & ammonium pools in addition to nitrification and nitrogen mineralization (i.e., ammonification) rates from 2010 to 2018. Forest soil was sampled from the top 5 cm early in the growing season (mid june to early July) in southeast Ohio, USA (Forest 1&2 are 1 km apart @ 39.349N, -82.267W; Forest 3 @ 39.276N, -82.317W).
DOI: 10.17632/zt23csh3vg
title: Lexical Richness and Writing Quality of Chinese EFL Expository Compositions

description: These are the data for the following paper: 
Yang, Y., Yap, N. T., & Mohamad Ali, A. (2023). Predicting EFL expository writing quality with measures of lexical richness. Assessing Writing, 57, 100762. https://doi.org/10.1016/j.asw.2023.100762 	

This paper investigates the relationship between lexical richness and EFL expository writing quality and examines the predictability of lexical richness indices to EFL expository writing quality. The Chinese EFL expository writing samples were drawn from Spoken and Written English Corpus of Chinese Learners Version 2.0 (Wen et al., 2008) and the lexical richness of the writing samples was analyzed with Lexical Complexity Analyzer (Ai & Lu, 2010; Lu, 2012).


Ai, H., & Lu, X. (2010, June). A web-based system for automatic measurement of lexical complexity. 27th Annual Symposium of the Computer-Assisted Language Consortium (CALICO-10), Amherst, MA.
Lu, X. (2012). The Relationship of Lexical Richness to the Quality of ESL Learners’ Oral Narratives. The Modern Language Journal, 96(2), 190-208. https://doi.org/10.1111/j.1540-4781.2011.01232_1.x 
Wen, Q., Wang, L., & Liang, M. (2008). Spoken and Written English Corpus of Chinese Learners (Version 2.0). Foreign Language Teaching and Research Press.
DOI: 10.17632/4z9m2nmbsf
title: Data of patients with anal fissure

description: Data of patients with anal fissure.
DOI: 10.17632/ds6rcgfp7y
title: Data for "CD32 captures committed haemogenic endothelial cells during human embryonic development"

description: During embryonic development, blood cells emerge from specialized endothelial cells, named hemogenic endothelial cells (HECs). As HECs are rare and transiently found during very early development, it remains difficult to distinguish them from endothelial cells. Here, we performed transcriptomic analysis of 28-32 day human embryos, and observed that the expression of Fc receptor CD32 (FCGR2B), is highly enriched in the endothelial cell population that contains HECs. Functional analyses using human embryonic and hPSC-derived endothelial cells revealed that robust multilineage hematopoietic potential is harbored within CD32+ endothelial cells and showed that 90% of CD32+ endothelial cells are bona fide HECs. Remarkably, these analyses indicated that HECs progress through different states, culminating in FCGR2B expression, at which point cells are irreversibly committed to a hematopoietic fate. These findings provide a precise method for isolating HECs from human embryos and hPSC cultures, thus allowing the efficient generation of hematopoietic cells in vitro.
DOI: 10.17632/x8dbztc9fs
title: A portable soil surface roughness instrument for automatic two-dimensional profile roughness measurement in the field

description: Soil surface roughness, which refers to the unevenness of the soil surface, is an important factor that affects the radar backscatter coefficient and the microwave emissivity of the surface. Surface geometrical roughness has important applications in fields such as agriculture, soil science, weather and climate prediction, and geology. To measure roughness, the instrument is mounted on a tripod and uses a laser to punch out horizontal points at intervals of 1 cm using rotary scanning. The instrument then performs ranging and calculates the height of each point based on the current rotation angle and distance. This allows it to obtain a surface height profile with a length of 1 meter. Finally, the instrument determines the roughness and relevant length of the soil surface. Field experiments were carried out with this instrument and a pin meter. The roughness values obtained from the instrument were highly correlated with those obtained by the pin roughness meter. Compared to traditional contact methods, this instrument has the advantages of a simple structure, good portability, and a high degree of automation. It can be used in the field of microwave remote sensing or soil science.