cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28430873.v1
title: Crowdsourcing Dust Storms in the United States Utilizing Social Media Data

description: Dust storms are natural phenomena characterized by strong winds carrying large amounts of fine particles which have significant environmental and human impacts. However, capturing the occurrence of such phenomena is a challenge. Previous studies have limitations due to available data, especially regarding short-lived, intense dust storms that are not captured by observing stations and satellite instruments. In recent years, the advent of social media platforms has provided a unique opportunity to access vast amounts of crowdsourced data. This datasets and R scripts were used to explore the utilization of Flickr and X (Twitter) data to study dust event occurrences within the United States and their correlation with National Weather Service (NWS) advisories. The work ascertains the reliability of using crowdsourced data as a supplementary source for dust storm monitoring.
DOI: 10.6084/m9.figshare.28916324.v3
title: Data and code for wetland plant elemental homeostasis

description: Data and code for "Plant elemental homeostasis enhances species performance and community functioning in wetlands: looking beyond nitrogen and phosphorus". figshare. Dataset. https://doi.org/10.6084/m9.figshare.28916324.v3All R scripts use relative paths and assume the working directory is the one where the code is located.Contents:This file contains the dataset and R code used in this study. In this dataset file (Dataset for wetland plant elemental homeostasis), we contain eight sheets.Sheet 1, named "Metadata" contains a detailed description of the abbreviations that appear in the dataset.Sheet 2, named "species-level stoichiometry", we have a 1059*39 matrix, represents the data at the species-level in the analysis of this study (i.e., plant and soil element data);Sheet 3, named "community-level stoichiometry", we have a 225*34 matrix, represents the data at the community-level in the analysis of this study;Sheet 4, named "site_species_dominance", provides the biomass and dominance data of each species for all 225 sites, as well as the geographic coordinates of each site;Sheet 5, named "element_homeostasis_variation ", represents the concentration, coefficient of variation and homeostasis coefficient of 16 elements at the species and community levels;Sheet 6, named "species_H_performance", includes elemental homeostasis coefficients, frequency, abundance, dominance, biomass and stability of 12 common species;Sheet 7, named "community biomass-homeostasis", includes community biomass, community-weighted mean (CWM) elemental concentration, elemental homeostasis coefficient and environmental factors at plant community level.Sheet 8, named "site_environment", includes geographic coordinates and sediment elemental concentrations of 16 elements for each site in this study.Furthermore, we also provide the a dadaset named "Global or regional plant element database" for comparison with this study (see more detail in Appendix S1 and Table S2 in Supplemental Information).
DOI: 10.6084/m9.figshare.24533143.v1
title: Synthetic welding noise images data

description: The dataset consists of a training dataset and a testing dataset.<br>
DOI: 10.6084/m9.figshare.28657259.v1
title: Supplementary Material for: Precise localization of the subsolid lesion by colour marking under CT-guided control before VTS resection: A Case Report

description: Intraduction:
Lung cancer is one of the leading causes of death worldwide. Lung lesions, often discovered incidentally on chest CT, pose a diagnostic challenge due to their diverse etiology, including both benign and malignant nature. A key step in the assessment of these lesions is the evaluation of their morphological features in the CT image, size and behaviour over time. Nodules are divided into solid and subsolid according to their density. When surgical resection is necessary, solid lesions are palpable peroperatively, whereas subsolid lesions may be unidentifiable by palpation and their precise localization is difficult.
To spare patients from extensive surgery such as thoracotomy, it is advantageous to use one of the methods of preoperative marking of these lesions. Best practices include marking with mixtures containing patent blue and contrast agent, applied under CT guidance. This method allows accurate visualization of the localization of the lesion, which facilitates their subsequent resection by minimally invasive video-assisted tomography (VATS). 
Case Presentation:
A 51-year-old female patient who was found to have a subsolid lesion in the right lung during a routine follow-up CT scan of the lung for a history of malignant melanoma. The lesion was followed for four years and showed slow size progression and change from a pure ground glass nodule to a subsolid nodule. Due to the persistence of the nodule, change in morphology and size progression, the patient was indicated for surgical resection. Using preoperative labeling with a mixture of blue dye and contrast agent, the nodule was successfully located and subsequently resected videothoracoscopically.
Conclusion:
The colour marking allowed accurate identification of the subpleurally located lesion, which would otherwise have been unvisualised and intangible, thus minimising the need for more extensive surgery. This case highlights the key role of colour marking in increasing resection success and surgical safety, particularly in small and subsolid nodules.
DOI: 10.6084/m9.figshare.5123008.v1
title: Supplementary Material for: No Consensus on Definition Criteria for Stroke Registry Common Data Elements

description: <i>Background:</i> Stroke registries contribute to the conduct of clinical research and to the assessment of health care quality control. Efforts to compare clinical outcomes and quality indicators between centers are dependent on standardized data elements, but it is unknown how stroke physicians define common data elements, such as hypertension or diabetes, when collecting data for registries at their centers. <i>Methods:</i> We conducted an internet-based survey of 91 centers affiliated with a university to assess their definitions of common data elements (CDEs) and compared their responses with standardized definitions, including those from the American College of Cardiology (ACC). <i>Results:</i> More than half (52%) of centers completed the survey. There was only modest agreement among respondents regarding definitions of CDEs in the survey and even less agreement on how the respondents’ definitions compared to ACC standards. <i>Conclusions:</i> Surveyed respondents do not agree on the definitions of CDEs, making comparisons between centers problematic. Standardized definitions of CDEs are needed to improve data collection for patient care and clinical research.
DOI: 10.17632/g9b8k73vzx
title: NGS analyses of miRNA cargo in extracellular vesicles from melanoma cell lines and normal melanocytes  as well as the endogenous miRNA expression of these cells 

description: Primary normal human epidermal melanocytes (NHEM) from three different donors and three melanoma cell lines (WM35, WM9 and WM902B) were briefly cultured (48 h). EVs were isolated from the conditioned medium (CM) by different centrifugation steps, in-cluding ultracentrifugation. To investigate the miRNA cargo in EVs and the miRNA expression in the corre-sponding cells, total RNA was isolated. 10-50 ng of total RNA was used in the small RNA protocol with the NEXTflex Small RNA-seq Kit v3 (Bioo Scientific) according to the instructions of the manufacturer. A pool of libraries was used for sequencing at a concentration of 10 nM. Sequencing of 1x75 bp was performed with an Illumina NextSeq 550 sequencer at the sequencing core facility of the IZKF Leipzig (Faculty of Medicine, University Leipzig) according to the instructions of the manufacturer. Demultiplexing of raw reads, adapter trimming and quality filtering was done, using the adapter sequences of the NEXTflex kit containing random bases next to the library insert. Mapping against the human reference genome (hg38) and miRbase reference sequences (v22) was done using Bowtie2 . Read counts were calculated with the R bioconductor package Rsamtools (http://bioconductor.org/packages/release/bioc/html/Rsamtools.html) and normalised us-ing the DESeq2 and EdgeR R bioconductor packages. 
wc: whole cells; exo: extracellular vesicles
DOI: 10.6084/m9.figshare.25955911.v1
title: Population sequencing for diversity and transmission analyses

description: Data and figures for <i>Staphylococcus aureus </i>and <i>Burkholderia pseudomallei </i>population<i> </i>sequencing results.Abstract for paper:Genomic diversity in a pathogen population is the foundation for evolution and adaptations in virulence, drug resistance, pathogenesis, and immune evasion. Characterizing, analyzing, and understanding population-level diversity is also essential for epidemiological and forensic tracking of sources and detailed pathways of transmission and spread. For bacteria, culturing, isolating, and sequencing the large number of individual colonies required to adequately sample diversity can be prohibitively time-consuming and expensive. While sequencing directly from a population will show variants among reads, they cannot be linked to reveal allele combinations associated with particular traits or phylogenetic inheritance patterns. Here, we describe the theory and method of how population sequencing directly from a mixed sample can be used in conjunction with sequencing a very small number of colonies to describe the phylogenetic diversity of a population without haplotype reconstruction. To demonstrate the utility of population sequencing in capturing phylogenetic diversity, we compared isogenic clones to population sequences of <i>Burkholderia pseudomallei </i>from the sputum of a single patient. We also analyzed population sequences of <i>Staphylococcus aureus </i>derived from different people and different body sites. Sequencing results confirm our ability to capture and characterize phylogenetic diversity in our samples. Our analyses of <i>B. pseudomallei </i>populations led to the surprising discovery that the pathogen population is highly structured in sputum, suggesting that for some pathogens, sputum sampling may preserve structuring in the lungs and thus present a non-invasive alternative to understanding colonization, movement, and pathogen/host interactions. Our analyses of <i>S. aureus </i>samples show how comparing phylogenetic diversity across populations can reveal directionality of transmission between hosts and across body sites, demonstrating the power and utility for characterizing the spread of disease and identification of reservoirs at the finest levels. We anticipate that population sequencing and analysis can be broadly applied to accelerate research in a broad range of fields reliant on a foundational understanding of population diversity.
DOI: 10.6084/m9.figshare.28268069.v1
title: Supplementary Material for: Management of Diathermy-Induced Corneal Burn Following Upper Eyelid Blepharoplasty with Multilayer Amniotic Membrane Transplantation: A Case Report and Review of the Literature

description: Introduction: Thermal injuries associated with cosmetic eyelid surgery can significantly impair corneal integrity, potentially leading to vision loss. Conventional management, including bandage contact lens use, topical steroids, lubrication, autologous serum tears, and vitamin C, plays a crucial role in preventing long-term complications. This case report explores the potential benefits of multilayer amniotic membrane transplantation (AMT) as an adjunct to standard therapy for treating diathermy-associated corneal burns. Review of the literature advocates the beneficial effects of supplementary AMT in managing thermal corneal trauma.
Case description: A 75-year-old man presented with unilateral diathermy-associated corneal laceration superior to the visual axis following cosmetic blepharoplasty. Vision had deteriorated from his baseline 20/30 to 20/125 postoperatively. Intervention involved multilayer AMT alongside standard care, including topical steroids and antibiotics, oral doxycycline, and vitamin C. Postoperative course was monitored with anterior segment optical coherence tomography (AS-OCT) imaging. By three months, complete corneal healing and restoration of baseline visual acuity were achieved.
Conclusion: This is the first documented case of multilayer AMT as an effective supplement to conventional management of diathermy-associated corneal injury. While AMT’s unique properties likely contributed to corneal healing and visual recovery, the results should be interpreted in the context of a multimodal therapeutic approach.
DOI: 10.17632/3bb7fk963t
title: Cultivar mixtures increase stability and productivity over time through asynchrony and complementarity

description: Crop cultivar mixtures commonly increase productivity in the short term and stabilize and increase productivity in the long term, but these effects can be highly variable. This may be due to a poor understanding of the underlying mechanisms for such diversity effects. We explored mechanisms for the effects of cultivar mixtures on the temporal stability and intensification of productivity in a seven-year (2016-2022) field experiment with maize in Northwest China. Across all cultivar mixtures over the seven years, grain yield and aboveground biomass increased by 5.6% and 3.6%, respectively, compared to the monocultures, stability increased during the later years (2019-2022). Grain yield intensified by 35% and aboveground biomass by 38%, compared to monocultures. Complementarity effects were strong and increased over time. The mean values of functional traits changed in response to mixtures, leading to plant height and ear height traits correlating positively with complementarity effects, which were correlated with temporal yield stability. Asynchrony, or variation in the responses of cultivars to environmental fluctuations, was higher in four-and eight-cultivar mixtures than in two-cultivar mixtures, and negatively correlated with the deviation in temporal yield. These results indicated that cultivars with large differences in mean trait values or that express dynamic trait responses to diversity can increase complementarity effects and asynchrony, producing more productive and stable crops. This increases our understanding of how intraspecific diversity might contribute to sustainable agroecosystems.
DOI: 10.17632/nxb4shgs9h
title: full_weaving_dataset

description: This is a weaving dataset containing 121148 x 18 data shape, containing all information from production dataset.
DOI: 10.17632/sz4bt84x5v
title: Phosphorylated RB promotes cancer immunity by inhibiting NFκB activation and PD-L1 expression. Jin et al
DOI: 10.17632/yd63zxsgxy
title: Mendeley Supplemental Table

description: 1. Comorbidity definitions according to ICD-10 codes.
2. Medications definitions according to Drug codes.
3. Cox Regression Hazards Analysis for SJS/TEN onset (Univariable).
4. Association between the classification by SJS/TEN risk factors and taking drugs with potential risk.
DOI: 10.6084/m9.figshare.11590923.v1
title: Holo_ER_Triketide.pdb

description: Modelled structure, triketide substrate in active site of squalestatin tetraketide synthase in pdb format
DOI: 10.6084/m9.figshare.19919678.v3
title: C0ModelHalvorsenA513.zip

description: Sample data from Halvorsen’s cyclically symmetric attractor
DOI: 10.6084/m9.figshare.20047002.v1
title: Additional file 1 of Phyllosphere bacterial and fungal communities vary with host species identity, plant traits and seasonality in a subtropical forest

description: Additional file 1: Table S1. Information for the 45 representative tree species in the Dinghushan 20-ha lower subtropical evergreen broad-leaved forest dynamics plot in Guangdong Province, China.
DOI: 10.6084/m9.figshare.20137175.v2
title: Supplementary Material for the study "How to characterize the health of an Open Source Software project? A snowball literature review of an emerging practice"

description: Supplementary Material for the study "How to characterize the health of an Open Source Software project? A snowball literature review of an emerging practice".
DOI: 10.6084/m9.figshare.28469108.v1
title: Supplementary Material for: A nationwide prospective registry of endovascular thrombectomy for extra-large ischemic stroke with large vessel occlusion (XL STROKE): rationale and design

description: Introduction： The role of endovascular thrombectomy (EVT) for acute extra-large ischemic stroke patients with large vessel occlusion (LVO) is uncertain. We aimed to explore the clinical and safety outcomes of medical management (MM) plus EVT (EVT group) versus MM alone (MM group) among acute extra-large ischemic stroke patients with LVO within 24 hours of last known well.
Methods： XL STROKE (endovascular thrombectomy for extra-large ischemic stroke) is an investigator-initiated, nationwide, prospective registry with blinded end point assessment performed at approximately 60 sites in China, and will enroll up to 990 acute ischemic stroke patients within 24 hours of last known well. Imaging inclusion criteria are occlusion of the internal carotid artery, or the middle cerebral artery M1 or M2 segments, and Alberta Stroke Program Early Computed Tomography Score of 0 to 2 or an ischemic-core volume ≥85ml. All patients will be dichotomized into EVT group and MM group according to whether they received EVT or not. The primary outcome is the level of disability on the modified Rankin Scale at 90±14 days. Safety outcomes include symptomatic intracranial hemorrhage within 48 hours, and mortality at 90±14 days. 
Conclusion： Results from XL STROKE registry will provide constructive evidence of improved disability outcomes and safety with EVT for acute extra-large ischemic stroke patients with LVO within 24 hours of last known well. 
Trial registrations: ClinicalTrials.gov, NCT06210633
DOI: 10.6084/m9.figshare.28563458.v1
title: Supplementary Data accompanying: Tracking different states of spiked environmental DNA using multiplex digital PCR assays

description: The Supplementary Data related to the paper <i>Tracking different states of spiked environmental DNA using multiplex digital PCR assays, Environmental Microbiology </i>2025 contain the following:<br><b>Sheet 1</b><b>:</b> Number of target copies measured by dPCR using singleplex and the concomitant multiplex assays. The same dilution series of each target gene was used as DNA template for both singleplex and multiplex assays. Esco_iDNA and Basu_iDNA refer to the cellular spike-ins originating from <i>E. coli</i> and <i>B. subtilis</i>, respectively. Similarly, Esco_exDNA and Basu_exDNA represent the spiked exDNA deriving from each of the model organisms.<b>Sheet 2: </b>Quality control of dPCR assays targeting iDNA spike-ins originating from <i>B. subtilis</i> (<i>∆bglA::kan</i>). Analyses regarding LoD95%, LoQ and linear regression curves are based on these data. Four independent dilution series were created to account for inter-specific assay variation.<br><b>Sheet 3: </b>Quality control of dPCR assays targeting spiked exDNA originating from <i>B. subtilis</i> (<i>∆licH::kan</i>). Analyses regarding LoD95%, LoQ and linear regression curves are based on these data. Four independent dilution series were created to account for inter-specific assay variation.<b>Sheet 4: </b>Quality control of dPCR assays targeting iDNA spike-ins originating from <i>E. coli</i> (<i>∆chbF::kan</i>). Analyses regarding LoD95%, LoQ and linear regression curves are based on these data. Four independent dilution series were created to account for inter-specific assay variation.<br><b>Sheet 5: </b>Quality control of dPCR assays targeting spiked exDNA originating from <i>E. coli</i> (<i>∆bglA::kan</i>). Analyses regarding LoD95%, LoQ and linear regression curves are based on these data. Four independent dilution series were created to account for inter-specific assay variation.<br><b>Sheet 6: </b>Percent recovery of spike-in controls depending on the spiked eDNA states, their bacterial origin and spike-in concentration as well as the environmental samples tested. Esco_iDNA and Basu_iDNA refer to the iDNA spike-ins originating from <i>E. coli</i> and <i>B. subtilis</i>, respectively. Similarly, Esco_exDNA and Basu_exDNA represent the spiked exDNA deriving from each of the model organisms.<b>Sheet 7: </b>Percent recovery of differentially sized DNA fragments used as spike-in controls within selected soil and sludge samples.
DOI: 10.6084/m9.figshare.5122609.v1
title: Supplementary Material for: Entwicklung eines Screening-Verfahrens zur Diagnostik von Persönlichkeitsstörungen: Das Persönlichkeitsstörungs-Screening – Kurzform (PSS-K)

description: <i>Hintergrund:</i> Die Diagnostik von Persönlichkeitsstörungen sollte fester Bestandteil klinischer Eingangsuntersuchungen sein. In der vorliegenden Arbeit wird mit dem Persönlichkeitsstörungs-Screening – Kurzform (PSS-K) ein Screening-Fragebogen vorgestellt, der im sogenannten 2-stufigen Diagnostikprozess im ersten Schritt zur «Schnellerkennung» einer Persönlichkeitsstörung eingesetzt werden kann. <i>Patienten und Methode:</i> Zur Validierung wurden eine nichtklinische Kontrollstichprobe aus der Normalbevölkerung (n = 392), Insassen einer Justizvollzugsanstalt (n = 48) und 3 klinische Stichproben rekrutiert: Patienten mit Substanzmissbrauch (n = 90), ambulante Psychotherapiepatienten (n = 43) und stationäre Psychiatriepatienten (n = 52). Das SKID-II (Structured Clinical Interview for DSM-IV Personality Disorders) diente bei der Validierung als Goldstandard. <i>Ergebnisse:</i> Das PSS-K erwies sich als reliabel und konstruktvalide. Die Probanden aus der Normalbevölkerung unterscheiden sich von den Testpersonen der anderen Stichproben. Die konvergente Validität der PSS-K-Items und der PSS-K-Summe mit den Fragebogen-Scores des SKID-II ist gegeben. Laut Receiver Operating Characteristic (ROC)-Analyse wird bei einem Cut-off-Wert von &gt;4 in 93% der Fälle das Vorliegen mindestens einer Persönlichkeitsstörung richtig erkannt. <i>Schlussfolgerung:</i> Die Reliabilität und Validität des PSS-K konnte mit ersten Ergebnissen belegt werden.
DOI: 10.17632/3t25zz5373
title: Data for: Non-linear dynamics of electric power losses, electricity consumption, and GDP in Jamaica

description: Data on relevant variables have been collected from the World Development Indicators.
DOI: 10.6084/m9.figshare.22266334.v3
title: Data_Escala de Satisfacción Académica en estudiantes.xlsx

description: <strong>Diseño y validación de una escala de satisfacción académica en estudiantes de Enfermería de una universidad pública peruana</strong>