cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28926770.v1
title: Databricks Genie AI-Powered BI for Everyone

description: Unlock the true power of your data with <b>Databricks Genie</b> the AI assistant that lets anyone in your organization ask questions in natural language and get instant, intelligent insights. This article dives into how Genie is revolutionizing analytics by breaking down barriers between data and decision-makers, turning complex datasets into actionable answers in seconds. Whether you're in sales, HR, finance, or operations, see how Genie empowers every team to explore, visualize, and act on data no code, no wait, just results.
DOI: 10.17632/58mmzjsjcr
title: Blood glucose and outcomes

description: Study aimed to determine blood glucose distribution values; to assess the association of admission serum glucose levels with 28-day mortality to the frequency of invasive mechanical ventilation-free days, through retrospective cohort with population (n = 400) composed of patients admitted to the pediatric intensive care unit of Santa Casa de Misericórdia do Pará Foundation, Brazil Amazon region, from January 2016 to December 2017. Exclusion criteria were patients with length of stay of &lt;24 hours; diabetes mellitus; suspicion or evidence of inborn errors of metabolism; insulin use; palliative care and brain death. The patients were divided into 4 groups: 1) serum glucose &lt;60mg/dL; 2) control group if serum glucose between 60-126 mg/dL; 3) between 127-150mg/dL; or 4) if &gt; 150mg/dL. Results showed hyperglycemia group had a lower frequency of ventilation-free days and higher 28-day mortality.
DOI: 10.17632/csv3y48wr2
title: All Subject

description: All Data.sav stores data from 1,567 participants
Final.sav stores data for conducting sequence mediation analysis (456 participants)
DOI: 10.6084/m9.figshare.1502662.v1
title: The European distribution of Sus scrofa. Model outputs from the project described within the poster - Where are all the boars? An attempt to gain a continental perspective.

description: Wild boar is a host of a number of arthropod-vectored diseases and its numbers are on the rise in mainland Europe. The first of the three models provide a European map presenting the probability of presence of Sus scrofa, which can be used to describe the likely geographical distribution of the species. The second and third models provide indices to help describe the likely abundance across the continent. The two indices include “the proportion of suitable habitat where presence is estimated” and a simple classification of boar abundance across Europe using quantiles of existing abundance data and proxies.
DOI: 10.6084/m9.figshare.21428121.v1
title: Supplementary_Material_Data.xlsx

description: The collated earthworm and tipulid dataset from literature searches used in the meta-analysis.
DOI: 10.6084/m9.figshare.21905682.v1
title: Dataset of the energy performance of synthetic residential buildings in Iran under climate change

description: This dataset consists of synthetic buiilding data generated using EPSA algorithm and simulated in EnergyPlus under climate change scenario SSP5-8.5 (timeframes 2050 and 2080) for 21 locations in Ira. <br> Each location has data on the buildings' geometry, energy performance, and construction system. The locations are on the coast of the Caspian Sea (Rasht, Ramsar, Nowshahr, and Sari), on the coast of the Persian Gulf (Bandar Mahshahr, Bandar Bushehr, Dayyer, Assaluyeh, Bandar Abaass, Bandar Lengeh, and Chabahar), and in the inner land (Tabriz, Karaj, Hamedan, Tehran, Semnan, Kashan, Yazd Sadooghi, Shiraz, Sirjan, and Fasa). <br> The present-day weather data was retrieved from climate.onebuilding.org. The future weather was morphed using 'Future Weather Generator' software, available at http://www.adai.pt/future-weather-generator/.
DOI: 10.6084/m9.figshare.23284019.v1
title: Seagrass biodiversity under the latest-generation scenarios of projected climate change

description: Supplement 1: ODMAP protocol (Overview, Data, Model, Assessment and Prediction) for species distribution modelling.Supplement 2: High resolution species richness maps, the codes and predictor variables used in the SDMs.<br>
DOI: 10.6084/m9.figshare.28958855.v1
title: otutab（16sRNA and 18sRNA）

description: The OTU table of bacteria and protists community of the tomato rhizosphere soil,according to the Amplicon sequence of 16sRNA and 18sRNA. and group file
DOI: 10.6084/m9.figshare.14286248.v1
title: Spatio-temporal variation of Mocis latipes (Guenée, 1852) (Lepidoptera: Erebidae) populations in Brazil according to meteorological factors

description: Abstract: Mocis latipes (Guenée, 1852) (Lepidoptera: Erebidae) has been recognized as a major owlet caterpillar associated to the herbivory of gramineaceous plants across the American continent. During outbreaks, the caterpillars are capable of completely consuming preferred hosts (grasses) and, when these hosts are destroyed, they can move to adjacent non-grass plants and cause similar damage. Meteorological variable such as temperature and humidity are described as factors that affect the development and abundance of M. latipes. This paper aimed to describe and compare the spatial and temporal distribution of M. latipes in different locations in Brazil and to evaluate the influence of meteorological variables on the temporal range. A total of 12 locations were evaluated, in each collection point light traps were installed near cultivated areas. In order to understand the influence of meteorological variables on the abundance of M. latipes, the data were analyzed using a Generalized Linear Model according to Poisson regression. A linear regression was also used to verify the relation between the abundance and the latitude. A total of 1,985 moths were collected. The highest collections were in Amazon and Cerrado biomes. Results show that abundance was inversely related to increasing latitude and Poisson regression analysis indicated that the main meteorological variables were significantly related to abundance at each site. This study shows that due to the high preference for gramineas and the high temperature requirements (30°C), M. latipes is an important species in hot regions and regions with hight humidity. Furthurmore, even in higher latitudes, in subtropical areas, during summer months, populations can Rapidly growth being able to cause economic damages.
DOI: 10.6084/m9.figshare.25574202.v1
title: Supplementary Material for: Sex Differences in Case Fatality of Aneurysmal Subarachnoid Hemorrhage: A Systematic Review

description: Introduction: Aneurysmal subarachnoid hemorrhage (SAH) is more common in women than in men, contrary to most cardiovascular diseases. However, it is unclear whether the case fatality rate (CFR) of SAH also differs by sex. Thus, we performed a systematic review to address the relationship between sex and SAH CFRs.

Methods: We conducted a systematic literature search in PubMed, Scopus, and Cochrane library databases. We focused on population-based studies that included both non-hospitalized and hospitalized SAHs and had either reported 1-month (28–31 day) SAH CFRs separately for men and women or calculated risk estimates for SAH CFR by sex. For quality classification, we used the Cochrane Collaboration Handbook and Critical Appraisal Skills Program guidelines. We pooled the study cohorts and calculated relative risk ratios (RR) with 95 % confidence intervals (CIs) for SAH death between women and men using a random-effects meta-analysis model.

Results: The literature search yielded 5,592 initial publications, of which 33 study cohorts were included in the final review. Of the 33 study cohorts, only three reported significant sex differences, although the findings were contradictory. In the pooled analysis of all 53,141 SAH cases (60.3 % women) from 26 countries, the 1-month CFR did not differ (RR = 0.99 [95 % CI 0.93–1.05]) between women (35.5 %) and men (35.0 %). According to our risk-of-bias evaluation, all 33 study cohorts were categorized as low quality. The most important sources of bias risks were related to the absence of proper confounding control (all 33 study cohorts), insufficient sample size (27 of 33 study cohorts), and poor/unclear diagnostic accuracy (27 of 33 study cohorts).

Conclusion: Contrary to SAH incidence rates, the SAH CFRs do not seem to differ between men and women. However, since none of the studies were specifically designed to examine the sex differences in SAH CFRs, future studies on the topic are warranted.
DOI: 10.17632/byx7sztj59
title: Short-term electricity load forecasting (Panama case study)

description: This is a useful dataset to train and test Machine Learning forecasting algorithms and compare results with the official forecast from weekly pre-dispatch reports. The following considerations should be kept to compare forecasting results with the weekly pre-dispatch forecast: 1. Saturday is the first day of each weekly forecast; for instance, Friday is the last day. 2. A 72 hours gap of unseen records should be considered before the first day to forecast. In other words, next week forecast should be done with records until each Tuesday last hour. Data sources provide hourly records. The data composition is the following: 1. Historical electricity load, available on daily post-dispatch reports, from the grid operator (CND). 2. Historical weekly forecasts available on weekly pre-dispatch reports, both from CND. 3. Calendar information related to school periods, from Panama's Ministery of Education. 4. Calendar information related to holidays, from "When on Earth?" website. 5. Weather variables, such as temperature, relative humidity, precipitation, and wind speed, for three main cities in Panama, from Earthdata. The original data sources provide the post-dispatch electricity load in individual Excel files on a daily basis and weekly pre-dispatch electricity load forecast data in individual Excel files on a weekly basis, both with hourly granularity. Holidays and school periods data is sparse, along with websites and PDF files. Weather data is available on daily NetCDF files. For simplicity, the published datasets are already pre-processed by merging all data sources on the date-time index: 1. A CSV file containing all records in a single continuous dataset with all variables. 2. A CSV file containing the load forecast from weekly pre-dispatch reports. 3. Two Excel files containing suggested regressors and 14 training/testing datasets pairs as described in the PDF file.
DOI: 10.6084/m9.figshare.16847506.v1
title: Molecular Clock Analyses

description: ### Files ### <br>hornwort_constraint.posterior.tre - tree file from MCMCTree analysis of partitioned data with the ages of hornworts constrained with the posteriors from the relative node dating analysis<br>hornwort_constraint.posterior.txt - parameters file from MCMCTree analysis of partitioned data with the ages of hornworts constrained with the posteriors from the relative node dating analysis<br>standard_analysis.posterior.tre - tree file from MCMCTree analysis of partitioned data with the ages of hornworts constrained with fossil calibrations<br>standard_analysis.posterior.txt - parameters file from MCMCTree analysis of partitioned data with the ages of hornworts constrained with fossil calibrations<br>standard_calibration_input.txt - tree file specifying fossil calibrations<br>hornwort_constraints_input.txt - tree file specifying fossil calibrations and with the ages of hornworts constrained with the posteriors from the relative node dating analysis<br>unpartitioned_alignment.phy - phylip format alignment<br>partitioned_alignment.phy - phylip format alignment, paritioned into 4 partitions by rate<br>partition.in.BV - hessian matrix and branch length information for MCMCTree partitioned analysis<br>unpartition.in.BV - hessian matrix and branch length information for MCMCTree unpartitioned analysis
DOI: 10.6084/m9.figshare.23155010.v1
title: Data for "Increased Melting of Marine-Terminating Glaciers by Sediment-Laden Plumes"

description: Experimental measurements and analysis used to calculate parameters and produce figures for publication. Included are a text file describing the data contents and equivalent .ipynb and .py files containing the analysis and plotting scripts.
DOI: 10.6084/m9.figshare.26360746.v1
title: Datasets and code from "<b>Controlling noxious weeds in urban riparian wetlands:</b><b> </b><b>t</b><b>he effects of</b><b> </b><b>mowing</b><b> </b><b>all species</b><b> </b><b>and sowing seed</b><b> </b><b>mixture</b><b>s </b><b>on restoration</b>"

description: These files include the datasets and code used in "<b>Controlling noxious weeds in urban riparian wetlands:</b><b> </b><b>t</b><b>he effects of</b><b> </b><b>mowing</b><b> </b><b>all species</b><b> </b><b>and sowing seed</b><b> </b><b>mixture</b><b>s </b><b>on restoration</b>".These data include all experimental results and the relevant R scripts for analysis.
DOI: 10.6084/m9.figshare.28328429.v1
title: Gene prediction on HapA

description: Gene prediction on HapA
DOI: 10.6084/m9.figshare.12758198.v1
title: Post-fire carbon stocks in boreal forests.xlsx

description: The file contains data from 16 long-term forest fire chronosequences distributed throughout the boreal zone. Dataset includes post-fire C stocks in living trees, dead trees, ground vegetation and soil organic layer. The climatic variables, such as temperature, precipitation and potential evapotranspiration are also included in the dataset. <br>
DOI: 10.6084/m9.figshare.22691689.v1
title: FACETS copy number calling output (hg38 reference genome)

description: FACETS somatic copy number calling hisens (high sensitivity; cval=25) cncf .rds output from facets for each sample is stored in the .RData object Txt file contains per sample, protein coding gene level copy number calls <br> Method: <em><strong>Allele specific DNA copy number inference using FACETS</strong></em> Total and allele-specific copy number states were inferred for all tumour samples using FACETS Suite (v 2.0.8) and FACETS (v.0.6.1) (https://github.com/mskcc/facets-suite). Tumour and matched normal bam files were pre-processed using snp-pileup (v.0.6.1) with parameters –q20 –Q20 –P100 –r25,0. A two pass implementation of FACETS using snp pileup files as input, was utilised were a low sensitivity run (cval =150) first infers the purity and log-ratio related to diploidy, as per methodology. <br> A second higher sensitivity run (cval=25) to detect focal events, determines the copy number state of each gene. <br> Classification of copy number (<em>Variant_Classification</em> Column in .txt file) were as follow: <br> Amplification (AMP) total copy number (TCN) &gt;= 9; Gain 3 &gt;= TCN &lt;= 8; Deletion (DEL) TCN=0; Loss TCN=1.
DOI: 10.6084/m9.figshare.25347880.v1
title: PV power plants of China from 2010 to 2022

description: We develops a framework to extract the spatial extent and installation date of PV power plants from Sentinel-2 and Landsat data using deep learning and change detection techniques in China. A geospatial dataset (Shapefile format) of PV polygons with installation dates in China from 2010 to 2022 is obtained with the F1-score of 96.08% for its spatial extent and the overall accuracy of 89.86% for its installation dates. The dataset is associated with the paper of "Yuehong Chen, Jiayue Zhou, Yong Ge and Jinwei Dong. Uncovering the rapid expansion of photovoltaic power plants in China from 2010 to 2022 using satellite data and deep learning, 2024" published in the journal of Remote Sensing of Environment.
DOI: 10.6084/m9.figshare.4754275.v1
title: Supplementary dataset.xlsx from The mountains of giants: an anthropometric survey of male youths in Bosnia and Herzegovina

description: Raw individual data.
DOI: 10.6084/m9.figshare.28414700.v1
title: <b>Dataset - Climate impacts on the multidiversity-multifunctionality relationship change with habitat type</b>

description: Extreme climatic events are expected to increase in frequency in the coming decades. However, it is largely unknown how these events will mediate the influence of multidiversity on ecosystem multifunctionality in different habitats. Here we conducted a manipulative field experiment to evaluate the impact of rainfall amount and frequency variation on freshwater multidiversity (macrofauna, microfauna, bacteria, and algae) and ecosystem multifunctionality in contrasting environments. For this, we used natural microcosms (tank bromeliads) as model systems in forest environments that differed in structural environmental heterogeneity. Rainfall amount affected the bromeliad's multifunctionality, but the outcome depended on the type of environment, the biodiversity component, and the dimension of the ecosystem multifunctionality (i.e., average, productivity or decomposition). Ecosystem functioning in the habitat with lower environmental heterogeneity was more sensitive to rainfall amount. Conversely, in the habitat with higher environmental heterogeneity, ecosystem functioning was more sensitive to biodiversity components. Our study brings new evidence of how climate change affects different dimensions of ecosystem functioning as mediated by multidiversity and its dependence on habitat properties. Our results improve the understanding of how global change can impact the multiple dimensions of biodiversity and ecosystem functioning in different habitat types.
DOI: 10.17632/7vf6sg485x
title: GPR143 directs virus-induced cell vacuolation via MKK6-p38 pathway in teleost

description: Cytoplasmic vacuolization is a well-known morphological phenomenon observed in vertebrate cells after exposure to bacterial or viral pathogens. Studies on cytoplasmic vacuolization focused on its role in cell death and survival processes. However, little is known about the mechanism of cytoplasmic vacuolization formation. Nervous necrosis virus (NNV), a devastating and multispecies marine virus affecting multiple species, induces pronounced cytoplasmic vacuoles in brain during infection. G protein-coupled receptors (GPCRs) are critical in regulating autophagosomes and generating vacuolation. Here, we investigated the specific role of G protein-coupled receptor (GPR) 143 in mediating RGNNV-induced cellular vacuolation in the central nervous system of teleost. We observed that it enhanced red-spotted grouper NNV (RGNNV)-induced cytoplasmic vacuolation through intracellular binding to the RGNNV capsid protein. GPR143 significantly influenced the binding of autophagosomes and lysosomes. Further analysis revealed that RGNNV enhanced the interaction of GPR143 with MKK6, which phosphorylation of p38 mitogen-activated protein kinase. This phosphorylation subsequently activated the mTOR pathway, augmenting the binding of autophagosomes and lysosomes and resulting in cytoplasmic vacuolation. Finally, GPR143-mutant zebrafish demonstrated diminished brain vacuolation and reduced fry mortality. These findings suggest that RGNNV–GPR143 interaction activated the MKK6–p38–mTOR pathway, fostering autophagosome and lysosome binding that leads to cytoplasmic vacuolation. Targeting the GPR143-mediated pathway may provide a new therapeutic strategy for virus-induced cellular vacuolation.
DOI: 10.17632/czmn5ypdz5
title: Heart Dataset

description: This dataset contains X-ray imaging of the chest. X-rays were prescribed mostly for routine check-ups or due to various cardiovascular or pulmonary disorders. Chest X-rays were taken in the posterior-anterior projection in the upright position with the chest in the mid-inspiratory condition using Siemens Siemens Ysio Max or Axiom Luminos dRF. The X-ray images were resized to a unified size of 512 by 512, and then three radiologists manually segmented the lungs and the heart. Radiologists separately annotated a single X-ray image and then analyzed it together to unify the process of segmentation of lungs and heart. The dataset's final version consists of 114 2D images (342 segmentation)

The dataset contains two folders: The images folder contains the X-ray images, and The segmentations folder contains three segmentations by three experts in the following format: {i}_{1,2,3} where i is the image number and {1,2,3} are labels. The dataset (images/segmentations folder) is further divided into 65 images in the training folder and 49 images in the testing folder.
DOI: 10.17632/z2zyz3gbgd
title: The effects of percussive massage therapy on thoracolumbar fascia structure in low back pain patient 

description: Fascia plays a potential role in developing chronic diseases[1], even cancer[2]. As the largest fascial structure in the body, the thoracolumbar fascia (TLF) is a composite structural material consisting of tendons and fascial planes that connects the latissimus dorsi and gluteus maximus muscles[3]. Its primary function is to help stabilize the spine and transmit forces between the lumbar spine and pelvis[4]. At the beginning of the twenty-first century, Langevin M proposed an interactive model of the pathogenesis of thoracolumbar fascia and lower back pain[5]. A subsequent series of studies found that the thoracolumbar fascia in patients with low back pain showed thickening[6], reduced shear strain[7], and structural disturbances [8] compared to individuals without low back pain. These changes in the TLF may induce pain by stimulating A- and C-fiber nociceptors[9, 10]. Fascial thickening has been found to vary, even in healthy individuals[11]. This is associated with fascial densification caused by overuse[12]. The abnormality of the fascial structure could be reversed by applying mechanical forces (twisting, tension, compression, stretching, bending and friction, percussion) to the soft tissues [5, 13, 14]. This phenomenon may be attributed to mechanical stimulation that increases the local strain on the loose connective tissue, causing hyaluronic acid hydration to reduce the viscosity[15]. Treatment of deep fascia requires adequate, and sustained pressure[16], thereby therapists often use power tools, such as handheld percussion devices, to improve fascial function[17, 18].
	Recently, handheld percussive massage therapy (PT) has received increasing attention. Different manufacturers (e.g., Theragun, Hyperice) offer this equipment for self-massage or therapist treatment, which can usually provide up to 53Hz percussion frequency, 16mm amplitude, and various massage heads that can be matched to different body parts. Due to its portability and stability, PT is favored by the physical therapist community and sports people[17]. Available evidence suggests that PT can increase range of motion(ROM), improve recovery, and reduce muscle pain and stiffness [19–22]. The mechanism may be related to continuous percussion stretching the muscle fiber, causing collagen remodeling and elastin changes[13, 23], affecting the fascia's densification, adhesions, and viscoelastic properties [12]. A review showed that most therapists use PT to treat myofascial syndrome [17]. Although percussion massage has been widely used in therapeutic practice, there are no relevant studies on whether PT can affect the fascial structure.
This study aims to investigate the effects of PT on TLF morphology and other related outcomes. We hypothesized that 15 min of PT would reduce participants' TLF thickness, echo intensity of the ROI (range of interest) on TLF, and perceived stiffness, as well as increase skin temperature and lumbar flexibility.
DOI: 10.4121/uuid:6ec331bc-8826-427f-9a12-6aff9a5849c8
title: Dataset of "Motivating PhD candidates with depression symptoms to complete thoughts-strengthening exercises via a conversational agent"

description: The dataset is a result of the master thesis titled "Motivating PhD candidates with depression symptoms to complete thoughts-strengthening exercises via a conversational agent". It also includes an R markdown (and script) that explains how the analysis was done.