cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27996854.v1
title: DFT Calculations for PeT Predictions

description: Library of DFTs performed for Cyanine dyes and potential triplet state quenchers to calculated the activation energy using Marcus theory of electron transfer and predict their corresponding rate constant.
DOI: 10.6084/m9.figshare.7512995.v1
title: In vitro evaluation of the influence of patency file in maintaining the working length

description: Abstract Objective This study aimed to evaluate the influence of patency file in maintaining the working lenght (WL) for the crown-down preparation using oscillating system in artificial canals of acrylic. Material and method Thirty acrylic cubes were divided: a) Group 1 (n=10): without patency file and it were prepared in CT (CT=16 mm); b) Group 2 (n=10): with the patency #10 K-file, patency length of 17 mm and it were prepared in CT; and c) Group 3 (n=10): without patency file, using a #10 K-file in 16 mm for recapitulation and it were prepared in CT. Distilled water was used as irrigating solution. The results were statistically analyzed by the Levene and the Kruskal-Wallis test (p≤0.05), where it observed the loss of WL after instrumentation in different approaches to patency file. Result The results showed a statistically significant difference between groups 1 and 3 compared to group 2, however the group 1 be compared in relation to these 3 showed statistical similarities. Group 2 was the one who saved the WL after instrumentation in 16 mm, while group 1 and 3 showed a loss of up to 2 mm WL. Conclusion It was concluded that the patency file at 1 mm beyond the WL was effective in maintaining its length during root canal preparation.
DOI: 10.6084/m9.figshare.11865450.v1
title: A 1-km resolution dataset of African humid tropical forests aboveground biomass derived from management inventories

description: The CoFor-AGB dataset is distributed as a four layers GeoTIFF file. The file projection system is World Mercator (EPSG: 3395). Layers’ information are provided below.<br>Layer 1: Mean pixel AGB (in Mg.ha<sup>-1</sup>) Layer 2: Number of field plots within the pixelLayer 3: Mean date of plots inventory, expressed in fractional year Layer 4: Inter-plot variance (in Mg<sup>2</sup>.ha<sup>-2</sup>) Layer 5: Intra-plot variance (in Mg<sup>2</sup>.ha<sup>-2</sup>) <br><br> See the associated Data Descriptor for details : Ploton et al., 2020, Scientific data. doi:10.1038/s41597-020-0561-0.
DOI: 10.6084/m9.figshare.12384047.v2
title: NLPL Faroese/Danish Parallel Corpus

description: Danish:Faroese parallel text; 5000 sentence pairs.<br>Data taken from:1. Europarl, such that it's parallel with all Europarl languages2. Tatoeba, for informal-register and conversational text3. Dimma, to capture Faroese cultural items and names (excerpts under ophavsretsloven)<br>Acknowledge:Leon Derczynski, "NLPL Faroese/Danish Parallel Corpus" (2020). doi:10.6084/m9.figshare.12384047
DOI: 10.6084/m9.figshare.16459023.v1
title: 2004-03-31 14-28 Lake Rotoiti

description: A CTD cast on Lake Rotoiti<br><br><b>Quality control:</b> Calibration; Model; Sensor height (m)<br><br><b>Type of waterbody:</b> Lake<br><br><b>Variables:</b> Beam Transmission; Chlorophyll Fluorescence; Conductivity; Dissolved Oxygen Concentration; Dissolved Oxygen Saturation; Photosynthetically Active Radiation; Salinity; Specific Conductance; Water Temperature<br><br><b>Start date:</b> 2004-03-31<br><br><b>End date:</b> 2004-03-31<br><br><b>Lake:</b> Lake Rotoiti<br><br><b>Region:</b> Bay of Plenty<br><br>This dataset was originally hosted in the LERNZdb freshwater data repository that was developed as part of the Lake Ecosystem Restoration New Zealand (LERNZ) project run by the Environmental Research Institute at the University of Waikato, New Zealand. <br><br>In retrieving LERNZdb material you agree that you rely on the data at your own risk; the University of Waikato offers no warranty or representation that the data is fit for any particular purpose, or free from defects, and will not be liable for any losses or damages whatsoever including any indirect, special, incidental or consequential damages incurred by you arising out of the use of the database or in reliance on the data retrieved. You agree that data is not of a kind ordinarily supplied for personal or domestic purposes, and that the Consumer Guarantees Act 1993 does not apply.
DOI: 10.6084/m9.figshare.22691101.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.24668934.v1
title: FCS files from ICI colitis study

description: FCS files from ICI colitis patients, Ulcerative Colitis patients, and Healthy controls. Normalized fcs files for each patient from biopsy samples. Live cells were used for CYCLONE unsupervised analysis.
DOI: 10.6084/m9.figshare.26210470.v1
title: A new and threatened species of <i>Bondarzewia</i> from the Brazilian cloud forests

description: A new and threatened polypore species, <i>Bondarzewia loguerciae</i>, is described from the cloud forests of southern Brazil. It is characterized by single-pileate basidiomata that grow on dead branches and along living stems of standing trunks and present a context with dark lines and resinous tubes. When growing in axenic culture, this species also develops chlamydospores. We provide an illustrated morphological description and molecular analysis. Our specimens from Brazil form a monophyletic group among other species of the Southern Hemisphere. The conservation status of <i>B. loguerciae</i> is assessed and published as “Critically Endangered” based on the International Union for Conservation of Nature  (IUCN) criteria. Additionally, a key to the species is provided.
DOI: 10.6084/m9.figshare.28652705.v2
title: data.bond

description: This dataset includes three files, which are enough to reproduce all the simulations in our work:1- create_chains.py: This Python script allows the creation of a lammps data file. create_chains.py --h offers a complete list of the options available. The length of the chains, the number of chains, and the degree of out-of-plane and in-plane anisotropy can be set up through this script.2- in_chain: lammps input file for executing the simulations at the default set of parameters.3- data_lammps: sample lammps data file.<br>
DOI: 10.17632/94zngr7kb9
title: Complementary data: Spermatic profile of captive giant anteaters (Myrmecophaga tridactyla): knowing more to preserve better
DOI: 10.17632/d55tvn5rjs
title: List of referees-Quarterly Journal of Applied Theories of Economics

description: لیست داوران فصلنامه نظریه های کاربردی اقتصاد
DOI: 10.17632/pk44mkx9vm
title: halfFace: A face covering mask dataset of South Asian people

description: halfFace is a dataset that contains facial images of both masked and unmasked images of South Asian people (166 participants). This is a combination of 3 different datasets which include full face, upper face, and augmented upper face images so that it can be used for person identification from both masked and unmasked images and detecting unmasked person. The participants were fully informed about the usage of the dataset and an approval was taken from them for further usage of this data while collecting data from them.


Method
Images of the dataset were captured in participant’s environment, and using participant’s smart phone camera. Hence, this dataset contains the diversity of devices. This images were then collected by the authors. Then, three different datasets were developed from the images. In the dataset-1, only facial part was kept using a pretrained CNN model, and it was not divided into train-test images. The facial images of masked and unmasked images can be easily identified by naming convention. In dataset-2, we have excluded the covered face portion by using  YOLOV3. So, images of dataset-2 contains only upper part of the face (hair, forehead, eyes, and upper portion of nose), and it was further divided into training-testing parts. As models require a huge amount of data to train, we have increased the number of training images using augmentation method by adjusting brightness, blur, contrast, saturation, gaussian noise, and salt and pepper noise. This has made the dataset-3 even more diverse and noisy which is essential in building robust models.

Usage Notes
Dataset-1 : Full face images
Datset-2: Upper face without augmentation (divided into train-test)
Dataset-3: Upper face with augmentation of training part, testing images were same as dataset-2
Naming convention:
Folders: P_XXX where XXX is the identification of participants.
Images of dataset-1 and dataset-2: pXXX_(0/1)(0/1/2)(m/f) 
Here, pXXX is the person identification number. First (0/1) means unmasked (0) or masked(1). (0/1/2) means the image is front facing(0)/ left facing (1), right facing (2). (m/f) denotes the gender of the participant.
Images of dataset-3: pXXX_(0/1)(0/1/2)(m/f)_(b/blur/c/GN/s/SPN)
Here, pXXX is the person identification number. First (0/1) means unmasked (0) or masked(1). (0/1/2) means the image is front facing(0)/ left facing (1), right facing (2). (m/f) denotes the gender of the participant. “b/blur/c/GN/s/SPN” means change of brightness (b), blur (blur), contrast (c), gaussian noise (GN), saturation (s), Salt and Pepper noise (SPN).
DOI: 10.6084/m9.figshare.28099157.v2
title: Data

description: Long read sequencing enhances pathogenic and novel variation discovery in patients with rare diseases.
DOI: 10.6084/m9.figshare.28220276.v1
title: Task Scheduling in Edge-Cloud Computing: A Comparative Study of Reinforcement Learning with Heuristic Methods

description: This work evaluates the performance of a Q-learning-based task scheduling algorithm within an edge computing environment, using the Montage workflow as a case study. Through comprehensive simulations, the Q-learning algorithm is compared against traditional MinMin and MaxMin heuristics across key performance metrics: overall workflow task completion time, energy consumption, and resource utilization. The results demonstrate that Q-learning significantly outperforms conventional approaches, especially at an optimal learning rate, by dynamically adapting to system states. These findings underscore the potential of reinforcement learning for efficient and adaptive task scheduling in edge computing environments, offering a promising pathway for tackling the challenges of dynamic and distributed workflows.
DOI: 10.6084/m9.figshare.5167669
title: Quality of raisins under different packaging and storage conditions

description: We determined the effect of different storage systems and packaging on the quality of ‘Sultana Seedless’ raisins. The fruit were packed in plastic boxes and kept under controlled atmosphere (1% O<sub>2</sub> and 3% CO<sub>2</sub>) at 0°C and 75–85% RH for 12 months (CA), packed in vacuum bags and kept under normal atmosphere (21% O<sub>2</sub>–0.03% CO<sub>2</sub>) (NA) and packed in thin plastic bags + carton boxes and kept under ambient condition (semi-refrigeration), at 0°C and 90% ± 5 RH for 12 months (AC). Fruit kept under CA or NA had acceptable fruit quality in terms of general appearance and taste for 10 months, whereas fruit quality was unacceptable at that time under AC. Fruit under NA had less weight loss than fruit under the other conditions. Differences in skin colour were relatively small, apart from the h° values. Concentrations of ochratoxin A were generally higher with AC. External appearance and taste were better with CA and NA. As a result, raisins can be stored for 10 months with good quality in vacuum package in NA (0°C and 90% ± 5 RH) and CA (1% O<sub>2</sub>–3% CO<sub>2</sub>) at 0°C and 75–85% RH.
DOI: 10.6084/m9.figshare.13636379.v1
title: Cyberbullying and the Dark Triad

description: Dataset for "The nexus of the Dark Triad personality traits with cyberbullying, empathy, and emotional intelligence: A structural-equation modeling approach"
DOI: 10.6084/m9.figshare.22292473.v1
title: Supplementary Material for: Total flavonoids of Polygala fallax Hemsl induce apoptosis of human ectopic endometrial stromal cells through PI3K/AKT/Bcl-2 signaling pathway

description: Abstract Objective: to explore the inhibitory effect of total flavonoids of Polygala fallax Hemsl (PFHF) on human ectopic endometrial stromal cells (HEcESCs) and its mechanism. Design: The potential targets and pathways of PFHF in the treatment of endometriosis were predicted by network pharmacology. The effect of PFHF on the proliferation, apoptosis and cell cycle, migration and invasion of HEcESCs (Fresh human ovarian endometriosis tissue was used for primary culture)was detected by CCK-8 method, flow cytometry and Transwell chamber experiment. Label-free quantitative proteomics based on mass spectrometry was used to analyze the protein mass spectrum of differential expression of HEcESCs before and after PFHF, and the biological information was analyzed. The effects of PFHF on the mRNA and protein expression of pathway related genes predicted in HEcESCs were detected by reverse transcription quantitative polymerase chain reaction and Western bloting. Results: The network pharmacology predicts that PFHF treat endometriosis through PI3K/AKT signaling pathway. Compared with control group (DMEM/F-12 medium alone), the high dose PFHF can significantly reduce the viability, migration and invasion of HEcESCs, increase the apoptosis rate of HEcESCs, and make the HEcESCs accumulated in G0/G1 phase in a time- and dose-dependent manner (P &lt; 0.05). The analysis of label-free quantitative proteomics indicated that PFHF flavonoids may induce apoptosis of EESCs through PI3K/AKT signaling pathway. The results of RT-qPCR and Western blotting showed that the expressions of PI3K, AKT, Bcl-2 and Bcl-xl were significantly downregulated, while the Bad expression was upregulated in HEcESCs treated with PFHF(P &lt; 0.05). Conclusion: PFHF reduce the expression of PI3K, AKT, Bcl-2 and Bcl-xl through the PI3K/AKT/Bcl-2 signaling pathway to inhibit HEcESCs proliferation, migration, and invasion and promote their apoptosis.
DOI: 10.6084/m9.figshare.24486685.v1
title: Datasheet.Excel.Pretest-posttest.Statistical t-test results.xlsx

description: This data set is for the research entitled"<b>Group Discussions in Secondary School Chemistry: Unveiling Pedagogical Alchemy for Academic Advancement</b>".
DOI: 10.6084/m9.figshare.5918830.v2
title: Tables S1-S6 from Comparative limb proportions reveal differential locomotor morphofunctions of alligatoroids and crocodyloids.

description: Specimens, locality information, and raw measurements of skull, limbs, and trunk, and additional results.
DOI: 10.6084/m9.figshare.7144199.v2
title: Ostariophysans: 6,737 baits targeting 2,708 conserved loci (Ostariophysans-UCE-2.7Kv1.fasta.zip)

description: A target enrichment probe set designed from 6,737 baits targeting 2,708 conserved loci identified among Ostariophysi. This is a ZIP archive of a FASTA file that is ready for submission of the probe set for synthesis.
DOI: 10.17632/cdrrdy2j8w
title: Data repository

description: All the research data were taken from the established journals which is available online.
DOI: 10.17632/m67xyxxcyb
title: ceo overconfidence

description: dataset for "CEO overcondence and Corporate Environmental Performances"
DOI: 10.6084/m9.figshare.18986873.v1
title: Metadata file

description: Pooled metadata set containing a sheet entitled "all" with the main characteristics of the data for proper international comparisons, such as the definition of deaths attributable to COVID-19, confirmation criteria, data coverage, co-variables, and the collection and publication patterns of each data source. Another sheet entitled "population" contains information on the data sources used to retrieve the data available in the data file "Population Estimates".<br>
DOI: 10.6084/m9.figshare.22581169.v4
title: Monthly updated Japanese household carbon footprint

description: The main objective of this update was to incorporate monthly data up to September 2022, while also adding data at different geographical scales for comparative analysis. Specifically, we have included region-specific data for all years and data for the entire country of Japan. In addition to these improvements, our database includes supplementary information, such as household size for per capita household emissions. We believe that these updates will provide researchers with a comprehensive resource for their data analysis needs. We are supported financially by JSPS Kaken C Number 23K11542.
DOI: 10.6084/m9.figshare.23606157.v1
title: Quantitative and Supplement Data LE Study Kamaruddin et al., 2023.xlsx

description: This is the Raw Quantitative Data along with supplement table for Learning Enviromental Study in Ophthalmology Specialist Program Indonesia.
DOI: 10.6084/m9.figshare.9248897.v2
title: Intraoperative computed tomography imaging for dose calculation in intraoperative electron radiation therapy: data, code and tables

description: This dataset (DataSet_Code.zip) contains all exposure data, and the 3D dose distributions, 3D masks and code used in the 3D Gamma analyses of the article “Intraoperative computed tomography imaging for dose calculation in intraoperative electron radiation therapy: Initial clinical observations” by Verónica García-Vázquez, Felipe A. Calvo, María J. Ledesma-Carbayo, Claudio V. Sole, José Calvo-Haro, Manuel Desco and Javier Pascau. We have also uploaded the tables of this article (Tables.pdf) to this Figshare repository without the wrong extra lines added by the journal PLOS ONE in its published version: https://doi.org/10.1371/journal.pone.0227155.<br>Overview of DataSet_Code.zip: • The folder “Exposure” contains the exposure data of every acquired computed tomography (CT) study. Data saved as XLSX files. • The folder “Patient1” contains the five 3D dose distributions calculated from the Patient 1’s preoperative and intraoperative data, and the 3D mask used in the Gamma analyses. Patient 1’s diagnosis: Ewing sarcoma. 3D images in Analyze format. • The folder “Patient2” contains the five 3D dose distributions calculated from the Patient 2’s preoperative and intraoperative data, and the 3D mask used in the Gamma analyses. Patient 2’s diagnosis: Rhabdomyosarcoma. 3D images in Analyze format. • The folder “Patient6” contains the five 3D dose distributions calculated from the Patient 6’s preoperative and intraoperative data, and the 3D mask used in the Gamma analyses. Patient 6’s diagnosis: Chondrosarcoma. 3D images in Analyze format. • The file “gammaAnalyses.py” is the Python code used to calculate the percentage of voxels fulfilling the 3D Gamma criteria when comparing dose distributions. • The file “ReadMe.txt” contains this description.
DOI: 10.17632/hjx9wpg558
title: USTClitho2.0: Updated Unified Seismic Tomography Models for Bohai Bay Basin lithosphere

description: The USTClitho2.0 is a new lithospheric velocity model, which was created by applying a body wave–surface wave joint imaging algorithm on the body wave travel data from the mainland China seismic network and the national surface wave dispersion curve dataset (Han et al., 2022).
Column 1: Geographic Longitude
Column 2: Geographic Latitude
Column 3: Depth
Column 4: Vp
Column 5: Vs
DOI: 10.6084/m9.figshare.16713196.v2
title: The Effect of Networking on the Career Decision Self-Efficacy of Young Film and Television Professionals

description: <b><i>Population and sample</i></b>To find participants for the survey, this study drew from the 4,761 publicly listed members of the online group Awesome Assistants. As a result, the population was all young film/TV professionals, while the sample was the selected members of Awesome Assistants. On its Facebook page, Awesome Assistants allows film/TV professionals to post job openings and work-related questions. The author eliminated respondents younger than 18 or older than 35, and did not include moderators of Awesome Assistants. Members of the group work in the film/TV industry with either an assistant title or performing assistant duties, such as answering phones and running errands. The author randomly selected and contacted 500 individuals from this online group. The author also utilised two follow-up messages to improve the response rate.<b><i>Instrumentation</i></b>In order to collect data from the sample, the author used the Career Decision Self-Efficacy Scale-Short Form (CDSES-SF).<b><i>Data collection process</i></b>To distribute the survey to potential participants, the author sent a letter to the Awesome Assistants moderators to confirm their support. After, the author uploaded a message of informed consent and the survey to Qualtrics, then sent subjects a link to complete the study. Subjects received messages via Facebook Messenger, LinkedIn, or email, based on the contact information available. Once subjects completed the survey, a debriefing form invited them to enter a raffle for one of four $25 Amazon gift cards. After four weeks, the links expired. The author omitted surveys in which the subject did not answer at least one item from each subscale on the CDSES-SF. If respondents did not answer all items in a subscale, the author took the average of the completed questions. Additionally, the author eliminated subjects who fell outside of the target age range, as well as those who did not provide their age or number of contacts in the film/TV industry. Out of the 267 unique responses, the author analyzed 226 subjects as a result.<b><i>Statistical Analysis Procedures</i></b>Much like data collection, the author ensured that the statistical analysis process was legitimate and insightful. Next, the author entered data into IBM Statistical Product and Service Solutions (SPSS) Statistics 27 and determined what data should be coded as missing. Due to the assumption of linearity not being met by the data, the author used Spearman’s rho instead of a Pearson product-moment correlation. The author declared the results statistically significant if <i>p</i> &lt; .05.
DOI: 10.6084/m9.figshare.17108981.v1
title: Present and future 1 km resolution global population density and urban morphological parameters

description: This dataset contains- Global future population density projection under SSP3.- Present and future population density adjusted by nighttime lights.- Present and future urban morphological parameters.<br>Present and future means the 2010s and the 2050s, respectively.<br>Geogrid files can be used as inputs to the WRF model.
DOI: 10.17632/p3kyx6j42f
title: Aqueous humor flow under glaucoma

description: The origin of glaucoma is under debate. However, it is well known that glaucoma is produced by an imbalance in the production and drainage of aqueous humour. The conventional drainage system is composed of the trabecular meshwork (at the anterior chamber angle), the Schlemm Canal, and the collector channels. Alterations of any of these components could increase the aqueous humour flow resistance. The hypothesis of this work is that the position of the collector channels has a strong influence on the drainage resistance. Numerical simulations of biologically realistic models were performed, using OpenFOAM. The models were reconstructed from OCT (Optical Coherence Tomography). An inlet flow is imposed (considering a normal physiological value) and the trabecular meshwork is defined as a homogenous media...