cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23997993.v3
title: A Community Data Set for Comparing Automated Coronal Hole Detection Schemes

description: <b>Description:</b><br>Welcome to the "Coronal Hole Detection Comparison Dataset" hosted on Figshare. The dataset comprises 29 manually selected Solar Dynamics Observatory (SDO) images, and is accompanied by the coronal hole detection results from the most widely used automated detection schemes in the solar and heliospheric science community. This community dataset was created as part of the ISWAT Coronal Hole Boundary Working Team to support the comparison and evaluation of automated coronal hole detection schemes.<b>Dataset Details:</b><b>SDO Images:</b> The dataset consists of 29 SDO images (4k x 4k) observed between the years 2014 and 2019, spanning from maximum solar activity to the subsequent minimum. We provide all seven EUV wavebands ranging from 9.4 nm to 33.5 nm captured by the AIA instrument and the line-of-sight measurements of the photospheric magnetic field from the HMI instrument for each date. These images capture a wide range of appearances of coronal holes, presenting challenging scenarios.<b>Coronal Hole Labels:</b> Each image in the dataset is accompanied by manually assigned coronal hole labels, annotated according to the criteria outlined in Reiss et al. (2023). These labels serve as the ground truth for evaluating the accuracy of automated detection schemes in terms of event-based validation, as discussed in Section 4.4 of our publication.<b>Detection Results:</b> After performing basic preprocessing steps on level 1.0 data from the SDO data platform, we provided the complete dataset to 14 participating research teams and collected the resulting coronal hole detection results, which are included here.<b>Result Collage Images:</b> A comparison of the results from all 14 different automated detection schemes is provided as a PDF file for each of the dates.<b>Intended Usage:</b><br>Researchers and data scientists who are interested in advancing the field of automated coronal hole detection are encouraged to use this dataset for benchmarking and comparing their algorithms. The dataset is intended to serve as a common ground for evaluating algorithm performance and fostering collaboration within the community.<b>Citation:</b><br>If you use this dataset in your research, please cite the following reference: Reiss et al., "<i>A Community Data Set for Comparing Automated Coronal Hole Detection Scheme</i>," ApJS, 2024.<b>Contact Information:</b>Martin A. Reiss (Community Coordinated Modeling Center, NASA Goddard, USA): martin.a.reiss@outlook.comKarin Muglach (NASA Goddard, USA): karin.muglach@nasa.gov<b>Disclaimer:</b><br>While the dataset has been carefully curated and annotated, we do not guarantee the accuracy or completeness of the provided labels, and any findings or conclusions drawn from the dataset should be verified.<br><br>We hope that the "Automated Coronal Hole Detection Comparison Dataset" serves as a valuable resource for advancing automated coronal hole detection schemes.
DOI: 10.17632/7vjzvxh72d
title: ESOGU-CEVRPTW

description: ESOGU-CEVRPTW is generated for Eskisehir Osmangazi University (ESOGU) Meselik Campus. The ESOGU-CEVRPTW comprises 118 customers, ten charging stations, and a single depot. The dataset contains 45 different instances for the Capacitated Electric Vehicle Routing Problem with Time Windows. The proposed dataset also includes information about EVs and charging stations. The dataset consists of test problem groups of 5 different sizes with 5, 10, 20, 40, 60 customers. Each test problem group contains instances from the random (R), clustered (C), and random-clustered (RC) customer distribution. Each group includes three different types of time windows: wide, medium, and narrow. All instances in the dataset are txt files.
DOI: 10.17632/dbh93b6vp8
title: Photovoltaic Power Production Dataset

description: Short description of the two Excel Files:

1. PV Plants Datasets: PV production data from 9 PV plants situated in various regions of Portugal as provided from the non-profit organisation, Coopérnico. Data are presented in separate excel sheets, one for each PV plant, named under its serial number. The variables listed in each case are (a) Date (hour, day, month and year), (b) Produced Energy in kWh, (c) Specific Energy in kWh/kWp and (d) CO2 Avoided in tons.

2. PV Plants Metadata: Information on the aforementioned 9 PV plants that includes for each plant (a) PV Serial Number, (b) Location, (c) Latitude, (d) Longitude, (e) From date (starting date of data), (f) To date (end date of data), (g) Installed Power (kWp) and (h) Connection Power (kWn).
DOI: 10.6084/m9.figshare.1251217.v1
title: Thaxtomin defined medium

description: TDM is a defined basal medium used almost exclusively for cultivating Streptomyces scabies 87-22 (and other thaxtomin-producing streptomycetes) for analysis of thaxomin production and gene expression studies. Production of thaxtomin is achieved by addition of 0.7% cellobiose.
DOI: 10.6084/m9.figshare.23587482.v3
title: <strong>Molecular Dynamics Simulation of Polyacrylamide Adsorption on Calcite</strong>

description: Supplementary material for " <strong>Molecular Dynamics Simulation of Polyacrylamide Adsorption on Calcite"</strong>
DOI: 10.6084/m9.figshare.26948134.v1
title: The Rice Genome Annotation Project: An updated database for mining the rice genome

description: <b>The Rice Os-Nipponbare-Reference-IRGSP-1.0 genome assembly and the UGA (formerly MSU) Rice Genome Annotation Release 7. We have updated the data files to give them more user friendly names and to separate the gene models from the TE-related elements.</b><b>The legacy download / FTP site</b><b> </b><b>https://rice.uga.edu/pub/data/Eukaryotic_Projects/o_sativa/annotation_dbs/</b><b> </b><b>with the original files will still be maintained.</b>For more information, please see the Rice Genome Annotation Project website (https://rice.uga.edu/) and the Rice Genome Annotation Project Data Download Page (https://rice.uga.edu/download_osa1r7.shtml).
DOI: 10.6084/m9.figshare.5418571.v1
title: Feathers, removal, and note production

description: Datasheets containing, feather removal data, acoustic measurements of recordings from the feather removal experiment, along with accompanying code for processing and analysis. Also contains banding database information.
DOI: 10.17632/4pbnmxbgcd
title: Dataset for Fluid-induced fault reactivation due to brucite + 2 antigorite dehydration triggered the Mw7.1 September 19th 3 Puebla-Morelos (Mexico) intermediate-depth earthquake

description: This dataset includes the whole-rock data used for the petrological modeling, the calculated petrophysical properties, and the modeled P-T phase diagrams.
DOI: 10.6084/m9.figshare.1494649.v1
title: The dataset for a systematic review of the attractant-decoy and repellent- plant hypotheses: do plants with heterospecific neighbours escape herbivory?

description: Aims This systematic review highlights the relative support and implica- tions of the attractant-decoy and repellent-plant hypotheses, discuss- ing important linkages between these theories and the opportunity for novel integration into ecological and applied research. Methods An extensive systematic review of the current literature on the attract- ant-decoy and repellent-plant hypotheses was done to describe the following attributes of the research to date: (i) the geographic extent (country and biome) of studies on this topic, (ii) the scope of experi- mental designs used, (iii) the level of support for these hypotheses with respect to the breadth of ecological niches tested, (iv) the level of support for these hypotheses with respect to the classes of herbi- vores examined and, lastly, (v) the ecological impact or purpose of these studies. Herein, we summarize important research gaps in the empirical literature on this topic and identify novel opportunities for critical linkages between ecological and applied theories.
DOI: 10.6084/m9.figshare.20412006.v2
title: The Relationship Between Adverse Childhood Expereinces and Mental Health Issues Among Transgender Individuals in Kenya _data

description: Raw data of the research: <strong>The Relationship Between Adverse Childhood Expereinces and Mental Health Issues Among Transgender Individuals in Kenya</strong> <br> <strong>Research Abstract</strong> Introduction: This study sought to examine the relationship between adverse childhood experiences (ACEs) and mental health issues among transgender individuals in Kenya namely, psychological distress, suicidal ideation and perceived social support. Methods: The study utilized a descriptive and correlational design with a sample size of 55 transgender people selected from Nairobi, Mombasa and Kisumu. Self-report online questionnaire was used to collect data on adverse childhood experiences, the level of psychological distress, suicidal ideation and perceived social support. The data collected was analysed using Statistical Package for Social Sciences (SPSS) version 25. Results: The results indicated that transgender individuals in Kenya have high exposure to ACEs, high levels of psychological distress, significant risk of suicide and moderate perceived social support. A significant strong positive relationship was found between ACEs and psychological distress and similarly between ACEs and suicidal ideation. A significant strong negative relationship was found between ACEs and perceived social support. Conclusion: The study concludes that adverse childhood experiences strongly influence mental health of transgender people in adulthood.
DOI: 10.6084/m9.figshare.1194909.v1
title: Titles and abstracts of publications authored by reviewers (REV-T)

description: Described in Materials and Methods in Boyack, Chen, and Chacko (2014 PLOS One)
DOI: 10.6084/m9.figshare.16702804.v1
title: Mitogenome of Eudrilus eugeniae

description: Mitogenome sequence of the earthworm Eudrilus eugeniae
DOI: 10.6084/m9.figshare.21647120.v1
title: Supplementary Material for: Outcomes of Salvage Surgery for Initially Unresectable Hepatocellular Carcinoma Converted by Transcatheter Arterial Chemoembolization Combined with Lenvatinib Plus Anti-PD-1 Antibodies: A Multicenter Retrospective Study

description: Introduction. The actual rate of conversion surgery and its prognostic advantages remain unclear. This study aimed to assess the outcomes of salvage surgery after conversion therapy with triple therapy (transcatheter arterial chemoembolization (TACE) combined with lenvatinib plus anti-PD-1 antibodies) in patients with initially unresectable hepatocellular carcinoma (uHCC). Methods. Patients with initially uHCC who received at least one cycle of first-line triple therapy and salvage surgery at five major cancer centers in China were included. The primary endpoints were overall survival (OS) and recurrence-free survival (RFS) rates after salvage surgery. The secondary endpoints were perioperative complications, 90-day mortality, and pathological tumor response. Results. Between June 2018 and December 2021, 70 patients diagnosed with uHCC who underwent triple therapy and salvage surgery were analyzed: 39 with Barcelona Clinic Liver Cancer (BCLC) stage C, 22 with BCLC stage B, and 9 with BCLC stage A disease. The median interval between the start of triple therapy and salvage surgery was 4.3 months (range, 1.7–14.2 months). Pathological complete response and major pathological response were observed in 29 (41.4%) and 59 (84.3%) patients, respectively. There were two cases of perioperative mortality (4.3%) and five cases of severe perioperative complications (7.1%). With a median follow-up of 12.9 months after surgery (range, 0.3–36.8 months), the median OS and RFS were not reached. The 1- and 2-year OS rates were 97.1% and 94.4%, respectively, and the corresponding RFS rates were 68.9% and 54.4%, respectively. Conclusion. First-line combination of TACE, lenvatinib, and anti-PD-1 antibodies provides a better chance of conversion therapy in patients with initially uHCC. Furthermore, salvage surgery after conversion therapy is effective and safe and has the potential to provide excellent long-term survival benefits.
DOI: 10.6084/m9.figshare.24425548.v2
title: Data - 02-07-2023

description: EEG Data Collected on 02-07-2023
DOI: 10.6084/m9.figshare.25413988.v1
title: <b>Supplemental Table 1-3</b>: Prospective Multicenter Registry–Based Study on Thyroid Storm

description: <b>Supplemental Table 1. Triggers of thyroid storm in this registry study and the previous nation-wide survey in Japan</b>.<b>Supplemental Table 2. Relationship between BWPS scores and diagnosis based on JTA's diagnostic criteria in this registry study</b><b>Supplemental Table 3. Combination patterns of manifestations in this registry study and the previous nation-wide survey in Japan</b>
DOI: 10.6084/m9.figshare.18865673.v2
title: Original digital images for the manuscript "Speed of earthquake ruptures: nucleation of supershear, stability regions and controlling factors".

description: The original digital images for results in Fig.2 are provided as Fault-stress.rar, respectively. The original digital images for results in Fig.S5 are provided as S5-a/b/c.rar. The source data for the figures in the manuscript are provided in Source Data.xlsx.
DOI: 10.6084/m9.figshare.23607708.v1
title: patient62.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.6074129.v2
title: Enriched_protein_clusters

description: This file contains the protein clusters identified as enriched in either epipelagic or mesopelagic Marinimicrobia. <br>
DOI: 10.6084/m9.figshare.3558855.v1
title: Appendix E. Comparison of support for candidate models with up to two- or three-way predictor interactions.

description: Comparison of support for candidate models with up to two- or three-way predictor interactions.
DOI: 10.6084/m9.figshare.4834640.v3
title: nSTAT data.zip

description: This is a zip file containing the example data for nSTAT matlab toolbox (http://doi.org/10.1016/j.jneumeth.2012.08.009) . The data directory should be un-zipped into the main nSTAT directory. Updated 7-2-2017
DOI: 10.17632/gd884g8g7s
title: Table 1. Snakes data: concentration of anticoagulant rodenticides detected in liver (ng/g), total number of rodenticides, biometric, geographical and necropsy findings).

description: Identification of each snake included in the study, with detailed information about the concentration of anticoagulant rodenticides detected in liver (ng/g ww), total number of rodenticides per animal and biometric, geographical and necropsy findings.
DOI: 10.6084/m9.figshare.21931311.v1
title: Supplemental Data 1. Genomes of 154 RCA MAGs

description: The genomes of 154 RCA MAGs
DOI: 10.6084/m9.figshare.7756082.v1
title: Figures on Identification of CNL Disease Resistance Genes in Aegilops tauschii coss. (Poaceae) to accompany Andersen et al (2015) published in the Proceeding of South Dakota Academy of Sciences. 94:281-295.

description: <b>Figure 1. </b><b>Phylogenetic analysis of the CNL genes of <i>Aegilops tauschii</i> and their orthologs in <i>Arabidopsis thaliana</i>. The tree was constructed using the JTT+G model with 100 bootstrap replicates. CNL clades A, B, C, and D are shown with blue, pink, red, and green symbols, respectively.</b> <b><br></b><b>Figure 2. </b><b>Phylogenetic analysis of the CNL genes of <i>Aegilops tauschii</i> and their orthologs in <i>Oryza sativa</i>. The tree was constructed using the JTT+G model with 100 bootstrap replicates. A. tauschii and <i>O. sativa</i> genes are shown with red and blue symbols, respectively.</b><br><b><br></b> <b>Figure 3. MEME analysis of the 402 <i>Aegilops tauschii </i>genes. The block diagrams show the character­istics three motifs used to identify CNL genes (P-Loop, Kinase-2, and GLPL) along with other highly prevalent motifs, split according to clade as shown by the tree (lower right) color-coded to represent the domain compositions in Figure 1. CNL-B, A, C1, C2, C3, and C4 are colored pink, blue, brown, green purple, and red, respectively</b> <b><br></b><b>Figure 4. Exon content of the 402 <i>Aegilops tauschii </i>genes showing splice locations between exons (gray bars) and introns (dashed lines).</b><b></b>
DOI: 10.17632/5857f924h6
title: Data for: Automatic detection of cereal rows by means of pattern recognition techniques

description: The dataset contains 48 pictures of an autumn rye field, taken 10.9.2015 using a drone for the photography. The flight height was 10 m. Refer to the paper for other details.
DOI: 10.6084/m9.figshare.5675365.v2
title: Water evaporation - MD - 01

description: Evaporation of a molecule of water: this 25 second video is 4.66 ps of simulation time. The evaporating water molecule is blue to make tracking easier and the green dashed lines indicate water-water hydrogen bonds. <br><br>Simulation temperature = 330 K and the water model is a modified flexible simple point charge (SPC) with intermolecular potentials as described by Kuchitsu and Morino (1965.)<br>
DOI: 10.6084/m9.figshare.25585635.v1
title: 所有试验引物的电子PCR结果

description: 所有试验引物的电子PCR结果
DOI: 10.6084/m9.figshare.6025475.v1
title: Channel Integration Quality, Perceived Fluency and Omnichannel Service Usage: The Moderating Roles of Internal and External Usage Experience

description: Along with the rapid development of in-store technology, multichannel service is being shifted to omnichannel. By integrating different parallel channels, omnichannel service delivers customers an integrated, seamless and consistent cross-channel shopping experience. To better understand this emerging phenomenon, this study intends to explore the potential drivers of omnichannel service usage. Drawing upon Wixom & Todd framework, this study develops a research model by including object-based beliefs (i.e., channel integration quality) and behavioral beliefs (i.e., perceived fluency). In addition, behavior-based traits (i.e., internal and external usage experience) are hypothesized as moderating the effects of behavioral beliefs on usage behavior. Using an online survey of 401 omnichannel users, the findings demonstrate that channel integration quality significantly affects perceived fluency across different channels, which in turn explains 55% of the variance in omnichannel service usage. The results also show that internal usage experience weakens, whereas external usage experience enhances the effect of perceived fluency on omnichannel service usage. Limitations and implications of this study are further discussed.
DOI: 10.6084/m9.figshare.9896645.v1
title: Supplementary Material for: Safety of Imatinib Mesylate in a Multicenter Expanded Access Program in Adult Patients with Gastrointestinal Stromal Tumors in the Adjuvant Setting

description: <b><i>Background:</i></b> Gastrointestinal stromal tumors (GISTs) are mesenchymal tumors most often caused by activating mutations of the <i>KIT</i> gene. KIT tyrosine kinase inhibitors provide targeted therapy for the underlying genetic mutation, and adjuvant therapy is indicated for patients who are at significant risk of relapse following GIST resection. This is a report of the safety of imatinib in patients with GIST in the adjuvant setting in an expanded access program. <b><i>Methods:</i></b> In this multicenter, open-label, single-arm trial, safety was assessed based on the frequency of adverse events (AEs). <b><i>Results:</i></b> Three hundred patients were treated and analyzed; 40 patients discontinued treatment. Median overall exposure during the program was 181 days (range 9–420); most patients (260/300 treated) completed the study. Six patients had disease recurrence, 4 of whom discontinued. In line with previously published reports, the most frequent AEs were nausea, diarrhea, and periorbital edema. The AEs were mild to moderate in most cases (76%). <b><i>Conclusions:</i></b> These findings are in agreement with the known safety profile of imatinib and confirm the safety of imatinib at 400 mg/day in the adjuvant setting. The incidence of severe AEs was low.
DOI: 10.17632/d8pcffh646
title: Data for: Identification of inhalable rutile and polycyclic aromatic hydrocarbons (PAHs) nanoparticles in the atmospheric dust.

description: Analysis of road dust suggests that high rutile concentrations are deposited on the street and might be circulated in the air by wind, vehicle and pedestrian traffic. Atmospheric samples collected at pedestrian level are composed of a heterogeneous sample of micro and nanoparticles with a higher size range from 40 nm to 60 nm.
DOI: 10.17632/pfrpx3dn39
title: Data for: Robust building energy consumption forecasting using an online learning approach with R ranger

description: These datasets are preprocessed datasets for the raw data from Building 6 and Building 7 of "Long-term energy consumption & outdoor air temperature for 11 commercial buildings." Herein, Building 6 and Building 7 have been renamed to Building 1 and Building 2, respectively, for the construction of the RABOLA model. All datasets consist of date (month/day/year/hour), independent variables, and dependent variable (Power). The attribution of input variables (from IV01 to IV18) in the preprocessed datasets for Stage 1 can be found in "Table 3" of our published paper. For more detailed information on the datasets, please see our published paper.
DOI: 10.6084/m9.figshare.18865805.v1
title: Android_Opcode_Sequences.csv

description: This repository hosts our public feature set of opcode sequences generated with Androguard disassembler from Android applications for malware detection using machine learning models. The feature set consist of 4948 malware and 2477 benign Android opcode sequences with labels (0-benign, 1-malware).
DOI: 10.6084/m9.figshare.7649741.v1
title: Scripts for DNAseI seq analysis

description: Scripts for processing DNAseI seq data
DOI: 10.6084/m9.figshare.9957257.v1
title: Doxycycline release and antibacterial activity from PMMA/PEO electrospun fiber mats

description: Abstract Objective: To investigate the use of polymethyl methacrylate (PMMA) electrospun fiber mats containing different amounts of polyethylene oxide (PEO) as a doxycycline delivery system and to test antibacterial activity against an oral pathogen. Methodology: PMMA powders or PEO (mol wt 200 Kd) (10,20,30% w/w/) were dissolved in N, N-dimethylformamide (DMF) to obtain a final polymer concentration of 15% in DMF (w/v). 2% Doxycycline monohydrate was added to the solutions and submitted to vortex mixing. The solution was transferred to a plastic syringe and fit into a nanofiber electrospinning unit. The parameters applied were: voltage at 17.2 kV; distance of 20 cm between the needle tip and the collector plate; target speed at 2 m/min; and transverse speed at 1cm/min. Syringe pump speed was 0.15 mm/min. The drug release analysis was performed by removing aliquots of the drug-containing solution (in PBS) at specific periods. Doxycycline release was quantified using RP-HPLC. Fiber mats from all groups had their antibacterial action tested against S. mutans based on inhibition halos formed around the specimens. The experiments were performed in triplicate. Gravimetric analysis at specific periods was performed to determine any polymer loss. Morphological characterization of the electrospun fibers was completed under an optical microscope followed by SEM analysis. Results: The addition of PEO to the PMMA fibers did not affect the appearance and diameter of fibers. However, increasing the %PEO caused higher doxycycline release in the first 24 h. Fibers containing 30% PEO showed statistically significant higher release when compared with the other groups. Doxycycline released from the fibers containing 20% or 30% of PEO showed effective against S. mutans. Conclusion: The incorporation of PEO at 20% and 30% into PMMA fiber mat resulted in effective drug release systems, with detected antibacterial activity against S. mutans.