cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21788915.v4
title: Direct determination of oligomeric organization of integral membrane proteins and lipids from intact customizable bilayer

description: Native mass spectrometry data sets of different membrane proteins.
DOI: 10.6084/m9.figshare.25523638.v2
title: survey data

description: Disinformation accusations have increasingly become a politicized tool among politicians. During election periods, competing political parties and foreign powers are most frequently accused of spreading disinformation. Yet, how do people think about the sources of disinformation? And how does this thinking influence affective polarization within a democratic nation? This study posits that disinformation accusations significantly shape individuals’ perceptions of disinformation producers and affective polarization through differing political ideologies.
DOI: 10.17632/2vt22x9s82
title: Guava leaves diseases datasets Bangladesh

description: The dataset, sourced from Vimruli Guava Garden and Floating Market in Jhalakathi, Barisal, categorizes guava leaf and fruit conditions for better crop management. It includes images of healthy and diseased samples, making it a valuable resource for researchers and practitioners working on machine learning models to identify plant diseases. The dataset includes six classes for robust model training.

Dataset Summary:
 Location: Vimruli Guava Garden & Floating Market, Jhalakathi, Barisal.
 Subjects: Guava leaves and fruits.
 Purpose: Classification and detection of guava plant conditions.

Data Distribution:
 Classes:
 1. Algal Leaves Spot: 100 original, 1320 augmented, 1420 total
 2. Dry Leaves: 52 original, 676 augmented, 728 total
 3. Healthy Fruit: 50 original, 650 augmented, 700 total
 4. Healthy Leaves: 150 original, 1600 augmented, 1750 total
 5. Insects Eaten: 164 original, 1720 augmented, 1884 total
 6. Red Rust: 90 original, 1170 augmented, 1260 total

Total Samples:
 Original: 606
 Augmented: 7136
 Overall: 7742 samples

Class Details:
 1. Algal Leaves Spot: Fungal spots on leaves.
 2. Dry Leaves: Leaves dried from environmental/nutrient factors.
 3. Healthy Fruit/Leaves: Free of diseases/damage.
 4. Insects Eaten: Insect-caused damage on leaves.
 5. Red Rust: Reddish spots due to fungal infection.

This dataset is well-suited for training and evaluating machine learning models to detect and classify various conditions of guava plants, aiding in automated disease identification and better agricultural management.
DOI: 10.6084/m9.figshare.1186859.v1
title: Tectono-metamorphic map of the south-western flank of the Aspromonte Massif (southern Calabria -Italy)

description: The structural-geological field survey (1:10,000 scale) of the south-western portions of the Aspromonte Massif (southern Calabria, Italy) clearly reveal a nappe-pile stack made of three main tectono-metamorphic units piled-up by means of tectonic contacts with associated cataclastic or mylonitic rocks developed at various crustal depth. These three units are from top to bottom: the Stilo Unit, the Aspromonte-Peloritani Unit (APU) and the Madonna di Polsi Unit. As part of an ongoing project, we have constructed a structural and metamorphic GIS database based on 285 sampling stations, which allows for metamorphic and structural maps to be obtained in the form of the metamorphic zoning of the SU.. This unit, made up of low greenschist- to low amphibolite-facies Palaeozoic metamorphic rocks, lies through a brittle tectonic contact over the APU, which is made up of amphibolite-facies metamorphic rocks intruded by late Hercynian peraluminous both locally overprinted by Alpine type metamorphism. The petrographic-derived metamorphic zonation chart here presented has been created after the detailed petrographic analysis of about 80 thin sections and the recognition of mineral assemblages of a thermal metamorphic aureole (biotite, muscovite and andalusite blastesis) produced by Late Hercynian magmatic bodies intruded into metapelites (Punta d'Atò granitoids, outcropping in the northern part of the mapped area).
DOI: 10.6084/m9.figshare.25564260.v1
title: Metagenome assembly outskirts of Prague

description: Pandemics have always threatened human populations throughout history. We recently suffered one that not only claimed a considerable number of lives but also changed our society for more than two years since its appearance. While viral pandemics have a very strong media spread and importance, we are currently suffering a silent pandemic. The ever-growing issue of antibiotic resistance is threatening our health systems worldwide, caused by the continuous appearance of antibiotic resistance genes (ARGs) that confer resistance to all known antibiotics in medical use to several bacteria. The biggest issue is that once fixed in clinical practice, these ARGs will not disappear. Environmental monitoring of ARGs can help us to evaluate risks and potentially aid in suggesting interventions. One of the hot spots for spreading and uptake of novel ARGs are the rivers in the catchment area of cities. Thus, I have carried out a metagenomic sequencing survey of local communities on the outskirts of the city of Prague, a major Central Europe capital in the watershed of the Vltava and Elbe rivers. I found different metagenomic profiles between the soil locations and the sediments from the river shore, related to the differential soil ecological conditions, but also reflecting the different uses of the soil (garden, agriculture, and waste material deposition). Among the pathways enriched for each of the locations, some reflected an increased pollution pressure affecting the sediment microbial communities due to presence of industrial organic compounds. The soil locations seemed to contain a higher percentage of annotated ARGs, although without a very high depth of sequencing. The use of bit-score rather than identity for gene annotation, potentially uncovered an overlooked population of ARGs.
DOI: 10.6084/m9.figshare.28389230.v5
title: Data&Proof

description: The system parameters and the FR parameters setting for numerical experiments in the paper 'Flexible Resource Value Considering Power Supply for Critical Loads During Extreme Weather'.
DOI: 10.17632/8bzf6d5zcp
title: Appendix of a theoretical epidemiological investigation into the transmission of respiratory infectious diseases during group meals among military personnel

description: Appendix I: The program of a theoretical epidemiological investigation into the transmission of respiratory infectious diseases during group meals among military personnel
Appendix II: The sensitivity analysis of a theoretical epidemiological investigation into the transmission of respiratory infectious diseases during group meals among military personnel
DOI: 10.17632/vvkx4hjmp3
title: Dataset from a Cohort study assessing the association between difficult laryngoscopies and two new features (the Upper Airway Angle and the Glottic Height)

description: Dataset collected from a cohort study assessing the association between difficult laryngoscopies and two new measures: the Upper Airway Angle and the Glottic Height. A summary of our work is presented as follows:

ABSTRACT
Background: Predicting difficult direct laryngoscopies remains challenging and improvements are needed in preoperative airway assessment. We conceived two new tests (the upper airway angle and the glottic height) and assessed their association with difficult direct laryngoscopies as well as their predictive performance along with the performance of other available bedside tests.
Methods: A prospective cohort was conducted with 211 patients – based on a sample size estimation - undergoing general anaesthesia for surgical procedures. We collected preoperatively data on sex, age, weight, height, body mass index (BMI), ASA physical status, modified Mallampati test (MMT), upper lip bite test (ULBT), mandibular length (ML), neck circumference (NC), mouth opening (MO), sternomental distance (SMD), thyromental distance (TMD), upper airway angle (UAA), and glottic height (GH). The main outcome was difficult laryngoscopy defined as Cormack and Lahane classes 3 or 4. Bivariate analyses were performed to investigate mainly the association between variables and alternatively calculate their predictive values. 
Results: Difficult laryngoscopy was presented by 12 patients (5.7%). Six tests reached statistically significant association with difficult laryngoscopies: the UAA (p < 0.001), the GH (p < 0.001), the ML (p = 0.001), the NC (p = 0.005), the MO (p = 0.036), and the MMT (p = 0.006). The area under the ROC curve and their 95% CIs for these six tests were as follows: UAA = 88.82 (81.86-95.78); GH = 86.43 (72.67-100); ML = 83.75 (72.77-94.74); NC = 79.17 (64.98-93.36); MO = 65.58 (45.13-86.02); and MMT = 77.89 (68.37-87.41). The UAA presented yet the highest sensitivity (100%) and negative predictive value (NPV = 100%), whilst the GH presented the highest overall (91%) and balanced (87.4%) accuracies as well as the highest positive predictive value (PPV = 37%).
Conclusion: We have found two new features (the UAA and the GH) to be significantly associated with the occurrence of difficult direct laryngoscopies. They also presented the best predictive performance amongst the nine evaluated tests in our cohort of patients. We cannot ensure, however, these tests to be superior to other regularly used bedside tests based on our estimated 95% CIs.
DOI: 10.6084/m9.figshare.22014749.v1
title: Chemolithotrophic biosynthesis of organic carbon associated with volcanic ash in the Mariana Trough, Pacific Ocean

description: The dataset present here contains the raw data of SEM, Raman spectra and NanoSIMS for the publication "Chemolithotrophic biosynthesis of organic carbon associated with volcanic ash in the Mariana Trough, Pacific Ocean".
DOI: 10.6084/m9.figshare.12360752.v1
title: PanSoy

description: The complete sequence of PanSoy in FASTA format and it's annotation in GTF format.
DOI: 10.6084/m9.figshare.28149245.v1
title: Supplementary Material for: Effect of Acute Resistance Exercise and Resistance Exercise Training on Central Pulsatile Hemodynamics and Large Artery Stiffness: Part I

description: Background: Engaging in habitual resistance exercise training (RET; also known as strength training) causes systemic health effects beyond those caused by aerobic/endurance exercise training alone. Despite the resoundingly favorable effect of habitual RET on measures of CVD risk, controversy still exists regarding the vascular health effects of this exercise modality, largely because some studies find increases in large artery stiffness and central pulsatile hemodynamics with RET. In this two-part series, we examine the effect of acute resistance exercise (RE) and RET on large artery stiffness and pulsatile hemodynamics. We perform a historical overview of seminal/classic studies and report on key findings that have shaped the field. We provide personal commentary on the studies and potential implications of findings related to the acute effects of RE on large artery stiffness and central pulsatile hemodynamics. For part one of this two-part series, we perform a detailed analysis of the hemodynamic signature produced during RE and discuss the subacute effects on short-term modulation of large artery stiffness and central pulsatile hemodynamics. 
Summary: Acute RE elicits marked (“extreme”) elevations in arterial pressure, mediated primarily by increases in vascular resistance and intrathoracic pressure. Vascular compression from muscular contraction contributes to increases in afterload via increased vascular resistance and pressure from wave reflections. However, as a result of the higher intrathoracic pressure associated with breath holds (Valsalva maneuver) during high relative efforts (&gt;80%), the change in pressure across the aortic wall (transmural pressure) is less than the change in intra-arterial pressure. 
Key Messages: The high arterial pressures during some heavy weightlifting exercises are associated with positive swings with intrathoracic pressure related to the Valsalva maneuver and elevations in vascular resistance. The pressure oscillations lead to marked stress within the vascular wall and likely contribute to elevations in large artery stiffness over the subsequent hour.
DOI: 10.6084/m9.figshare.1356062.v2
title: Analyzing the Descending Flight of the Germanwings A320 4U9525

description: Something (on 2015-03-26, 10:00 still unknown) caused 4U9525 to descent. All the rest is the automatic reaction of a properly functioning Airbus A320 to these initial conditions: The aircraft is disengaging the autopilot automatically at a Mach number of 0.82 as a consequence of High Speed Protection and follows a subsequent descending flight in manual mode (with normal Fly-by-Wire flight control laws) and idle thrust. The pilots probably are neither touching the side sticks nor the thrust levers. At least, it does not need any pilot intervention to explain the cause of the last 9 minutes of the flight and the final tragic effect.
DOI: 10.6084/m9.figshare.28512839.v1
title: SM_Blood_Gamboa et al_2025.csv

description: Our research examines the impact of menstruation on fieldwork experiences in natural science disciplines, with a particular focus on how systemic androcentric biases shape working conditions. We conducted a cross-sectional survey with 429 participants—primarily women—to collect both quantitative and qualitative data on the logistical, social, and health-related challenges faced during fieldwork. Key aspects include the availability of menstrual hygiene products in first aid kits, access to adequate sanitary facilities, and the communication difficulties regarding menstrual issues, especially with male supervisors. By linking these findings to broader social and cultural dynamics, our study highlights the influence of patriarchal norms in structuring academic environments and calls for more inclusive and equitable fieldwork practices. Our interdisciplinary approach bridges natural sciences and gender studies, offering a critical perspective on how to improve working conditions and advance equity in research settings.
DOI: 10.6084/m9.figshare.7513112.v1
title: Natal tooth in preterm newborn: a case report

description: ABSTRACT Low birth weight and prematurity may be associated with delayed dental eruption in the deciduous dentition; notwithstanding this relationship, cases of preterm newborns presenting natal or neonatal teeth have been reported in the literature, although this is a rare occurrence. The objective was to present the report of natal tooth in a preterm newborn, analyzing the uniqueness of this case in contrast to the delayed dental eruption usually observed in association with prematurity. Case report: The newborn infant girl, with a gestational age of 36 weeks and 3 days and birth weight of 2,300 g, was attended to as part of the “Strategies for Oral Health Promotion for Infants” project, linked to the Pediatric Dentistry course at the Federal University of Espírito Santo. The newborn infant was referred by the neonatology and pediatric department of the university hospital as she presented an erupted tooth at birth. Clinical examination, in the region corresponding to the lower central incisors, revealed the presence of an erupted natal tooth and homologous tooth covered in gingival tissue. The periapical radiograph confirmed teeth 71 and 81. Since they were well implanted and did not interfere with breastfeeding, these teeth were retained. The mother was instructed to return if there were ulcerations in the infant’s tongue or nipple fissures, with the use of negative reporting regarding the occurrence of alterations up to two months of age. The occurrence of natal tooth teeth is rare, but they may be present in the preterm newborn, despite the association between prematurity and delayed dental eruption in the deciduous dentition.
DOI: 10.6084/m9.figshare.c.3642014_d2.v1
title: MOESM1 of Distinct functional enrichment of transcriptional signatures in pigs with high and low IFN-gamma responses after vaccination with a porcine reproductive and respiratory syndrome virus (PRRSV)

description: Additional file 1. List of regulated transcripts with P value
DOI: 10.6084/m9.figshare.23998764.v1
title: manuscript data_Covid.xlsx

description: Raw data
DOI: 10.6084/m9.figshare.25730679.v3
title: Data generated for “Projection of low cloud variation through robust meteorological linkage and its comparison with CMIP6 models at the SACOL site“

description: This dataset is cloud features for 2014-2019 years.
DOI: 10.6084/m9.figshare.18661667.v1
title: Germ Defence - Overall Dataset

description: Final behavioural dataset collected from the Germ Defence project, during the entirety of the project (8 April 2020 - 6 Jan 2022).<br>The data is encrypted and can be accessed by contacting the research team.
DOI: 10.6084/m9.figshare.28722095.v1
title: Supplementary Material for: Dynamic Prediction of Cardiovascular Death among Old People with Mildly Reduced Kidney Function Using Deep Learning Models Based on a Prospective Cohort Study

description: ABSTRACT
Aim: Cardiovascular disease (CVD) is more likely to occur in old people with mildly reduced kidney function. We aimed to identify target features in this cohort to reduce cardiovascular death using deep learning models.
Methods: A total of 12,650 order people (age ≥ 60) with mildly reduced kidney function from Tianjin Community Health Promotion Prospective Study were recruited from 2014 to 2020. Cardiovascular death was verified by the death certificates from the provincial vital statistics offices. Mildly reduced kidney function was defined when estimated glomerular filtration rate (eGFR) between 45 mL/min/1.73m2 ≤and 90 mL/min/1.73m2. Data were analyzed using Cox regression, Random Survival Forest (RSF), DeepHit (DH), and Dynamic DH (DDH). Concordance Index (C-index) and Brier Score(B-S) were used to compare the models' performances.
Results: During the follow-up of 7 years, 838 people died of CVD (6.62%). Age, gender, hypertension, diabetes, and eGFR were closely related to cardiovascular death. Both accuracy and precision of models, predictive performance gets better as the number of follow-up visits increases. In predicting cardiovascular death, the C-index and B-S value of COX were only 0.711 and 0.001 at the first follow-up, and values were 0.767 and 0.073 at last time, respectively. This trend is similar in the other three models, with the DDH model standing, which showed the individual survival prediction with more accuracy at different time points (for the 6-year survival prediction, the C-index = 0.797 and B-S = 0.022 for the average of all time points) than the Cox, RSF, and DH.
Conclusion: A novel deep learning algorithm used in our study has shown its superior performance in the prediction of individual dynamics in longitudinal studies, which improves predictive power with increasing data input over time.
DOI: 10.6084/m9.figshare.7650095.v1
title: 2017-MYCORRHIZAEmetadata.txt

description: Maple Mycorrhizae Metadata
DOI: 10.15468/dl.u5gyug
title: Occurrence Download

description: A dataset containing 9454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Fabriciana adippe (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 9454 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009403-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n9ycybgbzt
title: Data for:Metabolomic Changes of Blood Plasma Associated with Two Phases of Rat OIR

description: The present study has examined plasma metabolomic components with molecular weights &lt; 1.5 kDa derived from rats with induced retinopathy in high oxygen concentrations in order to seek potential biomarkers for retinopathy of prematurity (ROP). Metabolite information were showed in Metabolome_data.csv and SampleInfo.csv. A total of 122 metabolites were annotated. Detailed information were listed in Metabolite_annotation.csv.
DOI: 10.6084/m9.figshare.17206247.v1
title: Linear regression results

description: Prediction of GDT_TS using protein H-bond topology. See http://arxiv.org/abs/2111.14489 for more details. The content of files are as follows (see table 2 in reference):results_1.txt: Prediction using score function f_nresults_2.txt: Prediction using score function f~_nresults_3.txt: Prediction using score function "No S_n"
DOI: 10.6084/m9.figshare.3514304.v1
title: Appendix A. Tables showing aboveground and belowground net primary production of corn under four N-fertilization treatments in the Kanawha and Nashua experimental sites in Iowa, USA.

description: Tables showing aboveground and belowground net primary production of corn under four N-fertilization treatments in the Kanawha and Nashua experimental sites in Iowa, USA.
DOI: 10.6084/m9.figshare.16912486.v1
title: Supplementary Material for: A Systematic Review on Cannabis Hyperemesis Syndrome and its Management Options

description: Introduction: Several forms of cannabinoids are currently being used to manage nausea and vomiting (N/V). Emerging cases of refractory N/V, associated with chronic cannabis use among adults and older patients have been reported named cannabis hyperemesis syndrome (CHS). CHS is a condition that leads to repeated and severe N/V in long-term users of cannabinoids. Objective: To outline current treatments for the management of CHS. Methods: A systematic review was conducted using PubMed, Ovid MEDLINE, Cochrane Central, EMBASE and Google Scholar. Databases were used to search for articles on CHS published from January 2009 to June 2021, yielding 225 results of which 17 were deemed relevant and underwent review by two separate reviewers. Results: The duration of cannabis administration ranged between six months to 11 years may precipitate symptoms of CHS. The Rome IV diagnostic criteria of CHS requires cannabinoid use and persistence if N/V symptoms for at least the past six months. Cannabis cessation is noted to be the most successful management, but other treatments also demonstrated symptom relief and included hot water hydrotherapy, topical capsaicin cream, haloperidol, droperidol, benzodiazepines, propranolol and aprepitant administration. Conclusion: Overall future research on CHS is needed which enhance knowledge translation, education and creates awareness of the medical community about the side effects of cannabinoids and propose the best treatment options.
DOI: 10.6084/m9.figshare.6222488.v1
title: Roll Call Records (Czech Republic, Chamber of Deputies, 1993-2017)

description: This is a supplement to the paper <i>Dynamic Roll Call Analysis of Parties’ Ideological Positions. </i>
DOI: 10.6084/m9.figshare.9738041.v1
title: EvolutionOfSegmentPositionAcross12DrosophilaSpecies_Images

description: These are dark field images of first instar larvae from 12 Drosophila species. Relative segment position measurements were taken from these images using denticle belts as landmarks.
DOI: 10.17632/2x87p3krkv
title: Importance of the Federal Tax Credit: Clean Vehicle Rebate Project Data Used in 2020–21 Analyses

description: These data are from a survey of participants in the California's Clean Vehicle Rebate Project, a statewide consumer cash rebate for the purchase or lease of a qualifying clean vehicle. The survey data were used in analyses of the importance of the federal tax credit in making it possible to acquire an EV. In the analyses, characteristics associated with a participant in the Clean Vehicle Rebate Project finding the tax credit extremely important in making it possible to acquire an EV were examined using descriptive statistics and binary logistic regression. Dominance analysis was performed with parsimonious versions of logistic regression models to rank-order importance of significant factors.