cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26927707.v7
title: A dataset mapping the temperate savanna in Northeastern China (2022)

description: Temperate savanna shares a wide geographical distribution. It plays a crucial role in supporting a substantial portion of rangelands and livestock, thereby contributing significantly to human livelihoods.We develop a new temperate savanna identification method for mapping the temperate savanna in Northeastern China within a minimum identifiable area of 5000 m<sup>2</sup> by integrating Unmanned Aerial Vehicle(UAV) imagery with high-resolution satellite imagery of Sentinel-1 and Sentinel-2 by using Random Forest regression and Classification and Regression Tree algorithms. The training and validation datasetswere collected from UAV imagery.The proposed method achieved with the overall accuracy of 0.82 for savanna identification.Temperate savanna in Northeastern China covering a total area of 170,000 km<sup>2</sup>.This map enhances our understanding of the spatial extent and area of temperate savanna. The derived method provides a new insight to explore the extent of regional and global savannain the future.The code and generated maps are publicly accessible. To make the method to reproduce and exploit and to promote its usage, we have provided users with the python code used to produce temperate savanna map. The generated maps of fractional woody vegetation cover, fractional herbaceous vegetation cover and temperate savanna in Northeastern China are stored in TIFF format, including the fractional woody and herbaceous vegetation cover map of 20 m with the file name of FWVC20m.tif and FHVC20m.tif, and the temperate savanna map at 70.7 m (70.7 m ×70.7 m equivalent to unit area scale of 5000 m<sup>2</sup>) with the file name of tsavanna71m.tif. In temperate savanna map, we recorded temperate savanna as “1”. All image data can be viewed by geographic information system software, such as ArcGIS.The UAV imagery dataset consists of 75 TIFF files that are publicly accessible through Figshare (https://doi.org/10.6084/m9.figshare.27651468.v1).
DOI: 10.6084/m9.figshare.28706369.v1
title: Tables in the paper.

description: Tables in the paper.
DOI: 10.6084/m9.figshare.28282034.v1
title: Brown trout experiment data

description: Data and code generated in an experimental study on brown trout. We demonstrate that variation in environmental inputs in early ontogeny can, in part, account for divergence in brain development and cognitive performance in brown trout. We also unveil a partial compensatory mechanism to address nutrient deprivation through bioconversion and routing of crucial omega-3 fatty acids to brain membranes.
DOI: 10.6084/m9.figshare.7352465.v1
title: Appendix 1: Geochronological data. Timing of strain partitioning and magmatism in the Scottish Scandian collision, evidence from the high Ba–Sr Orkney granite complex

description: Appendix 1: Geochronological data
DOI: 10.17632/bkf6wmpr83
title: NMR Data of QHIDs

description: Synthesis procedures and NMR data for all compounds
DOI: 10.17632/hfsgxg74rb
title: Effect of iliopsoas muscle release on diaphragm excursion in asymptomatic healthy individuals: A randomized pilot study

description: BACKGROUND: As the diaphragm and iliopsoas shares a common connection at 2 lumbar vertebrae if the three is alteration in length of iliopsoas may affect also affect the pulmonary function directly or indirectly. Therefore, as there is lack of literature available on iliopsoas muscle release result on diaphragm excursion in asymptomatic healthy individuals which needs to be survey. AIM: The aim of study was to find effect of iliopsoas muscle release on diaphragm mobility in asymptomatic healthy individuals. METHODOLOGY: In this study 118 subject were screened out of those only 30 females’ subjects were recruited by purposive sampling method and assigned randomly into experimental group and control group. The demographic data and measurement of height, weight was recorded and the BMI was calculated by standard formula in SPSS toll. The modified Thomas test is use to assess iliopsoas muscle tightness. The pre and post diaphragm excursion examined by diagnostic ultrasonography. DATA ANALYSIS: The statistical analysis of data was done by using the SPSS tool. The data normality was checked through Shapiro-Wilk Test and the descriptive statistics had shown in median interquartile range (IQR) statistics of significance in between the group was estimated by the Mann-Whitney U test meanwhile within group statistics was estimated by the Wilcoxon test. The level of significance had defined p&lt;0.05. RESULT: The result of the study shows a significant improvement on diaphragm excursion (p-value=0.01) reveal the positive result in between the group but in within the experimental group shows highly significant result in hip flexor length and diaphragm mobility (P&lt;0.05) by release of iliopsoas muscle rather than control group and the result of study shows the strong positive correlation between the hip flexor tightness and diaphragm excursion. CONCLUSION: The Myofascial release therapy on iliopsoas muscle is effective in improving the diaphragm mobility.
DOI: 10.6084/m9.figshare.1263501.v7
title: Laser Printer Attribution: Exploring New Features and Beyond

description: Dataset of the paper Laser Printer Attribution:<br>Exploring New Features and Beyond
DOI: 10.6084/m9.figshare.21078223.v1
title: Time series plot (RKSI).xlsx

description: raw data for time series plot of model and observation data
DOI: 10.6084/m9.figshare.24921771.v2
title: DATA - Detection of the Technical and Tactical Motion of the Scorable Movements in Taekwondo

description: DATA on Detection of the Technical and Tactical Motion of the Scorable Movements in Taekwondo
DOI: 10.6084/m9.figshare.17067287.v1
title: Supplementary Material for: Medication Burden and Prescribing Patterns in Patients on Hemodialysis in the USA, 2013–2017

description: <b><i>Introduction:</i></b> The medication burden of patients with end-stage renal disease (ESRD) on hemodialysis, a patient population with a high comorbidity burden and complex care requirements, is among the highest of any of the chronic diseases. The goal of this study was to describe the medication burden and prescribing patterns in a contemporary cohort of patients with ESRD on hemodialysis in the USA. <b><i>Methods:</i></b> We used the United States Renal Data System database from January 1, 2013, and December 31, 2017, to quantify the medication burden of patients with ESRD on hemodialysis aged ≥18 years. We calculated the average number of prescription medications per patient during each respective year (January–December), number of medications within classes, including potentially harmful medications, and trends in the number of medications and classes over the 5-year study period. <b><i>Results:</i></b> We included a total of 163,228 to 176,133 patients from 2013 to 2017. The overall medication burden decreased slightly, from a mean of 7.4 (SD 3.8) medications in 2013 to 6.8 (SD 3.6) medications in 2017. Prescribing of potentially harmful medications decreased over time (74.0% with at least one harmful medication class in 2013–68.5% in 2017). In particular, the prescribing of non-benzodiazepine hypnotics, benzodiazepines, and opioids decreased from 2013 to 2017 (12.2%–6.3%, 23.4%–19.3%, and 60.0%–53.4%, respectively). This trend was consistent across subgroups of age, sex, race, and low-income subsidy status. <b><i>Conclusions:</i></b> Patients with ESRD on hemodialysis continued to have a high overall medication burden, with a slight reduction over time accompanied by a decrease in prescribing of several classes of harmful medications. Continued emphasis on assessment of appropriateness of high medication burden in patients with ESRD is needed to avoid exposure to potentially harmful or futile medications in this patient population.
DOI: 10.6084/m9.figshare.23304167.v1
title: Data from: Swirling flight of a seabird caught in a huge typhoon high over mainland Japan

description: The raw trajectory data (latitude, longitude, and altitude) recorded for a streaked shearwater (Calonectris leucomelas) caught in a huge typhoon.
DOI: 10.6084/m9.figshare.1590009.v2
title: Presentation on Making Plots and Diagrams for Presentations, Papers, and Theses

description: Due to file naming issues in this share, it is replaced by a new one at http://dx.doi.org/10.6084/m9.figshare.1590982 (also in the link at the bottom). The new one has these two versions (0.1 and 0.1.1) and all newer versions. Presentation on making plots and diagrams for presentations, papers, and theses. The primary audience, at the present time, is undergraduate and graduate students in STEM fields. The source for the presentation, its diagrams, and the Jupyter/IPython notebook to make the plots are at the provided GitHub link and are licensed CC BY 4.0. The abstract is below Plots and diagrams are a common visual means of conveying information in scientific talks, papers, and theses. A good plot or diagram conveys the desired information clearly and in a way that gives understanding that would be lacking in a table or description giving the same information by itself. In addition, the plot or diagram should be understandable to people with various types of colorblindness, when printed on a printer (color or greyscale), or shown on a projector. A bad plot or diagram can serve as a distraction and cause confusion, or be otherwise difficult to read. This presentation will show how to make plots and diagrams more clear and readable. In addition, computer and printing considerations will be discussed. These include screens and projectors, printers, image formats, fonts, and available software for plotting, making diagrams, and making presentations
DOI: 10.6084/m9.figshare.23546271.v1
title: Ding_Eldridge_removal_service_database

description: Summary: This dataset is used to support the paper: "Ding and Eldridge. 2023. Ecosystem service trade-offs resulting from woody plant removal vary with biome, encroachment stage and removal method. Journal of Applied Ecology"
DOI: 10.6084/m9.figshare.16892611.v1
title: March 2021 Covid-19 Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in March, 2021 from Twitter's COVID-19 Streaming Endpoint via a custom script developed by the Social Media Lab (https://socialmedialab.ca/). Visit our interactive dashboard at https://stream.covid19misinfo.org/ for a preview and some general stats about this COVID-19 Twitter streaming dataset. For more info about Twitter's COVID-19 Streaming Endpoint, visit https://developer.twitter.com/en/docs/labs/covid19-stream/overview * Note: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.6084/m9.figshare.2013267.v1
title: Analysis scripts

description: Contains R scripts for the analysis of transcriptional and electrophysiological data.
DOI: 10.6084/m9.figshare.13332632.v1
title: Supplementary Material for: Dysbiosis of Oral Microbiota Associated with Palmoplantar Pustulosis

description: <b><i>Background:</i></b> Dysbiosis of oral microbiota is implicated not only in oral inflammatory lesions, but also in a variety of extraoral diseases. The etiology of palmoplantar pustulosis (PPP) remains unclear; however, it has been suggested that chronic inflammation caused by periodontopathic bacterial infection may play a role. <b><i>Objectives/Methods:</i></b> To determine whether patients with PPP have altered diversity and composition of oral microbiota, we conducted the 16S rDNA analysis using saliva samples collected from 21 outpatients with PPP and 10 healthy individuals. <b><i>Results:</i></b> We found that the proportion of bacteria in the phylum Proteobacteria was significantly lower in PPP patients (<i>p</i> = 0.025). At the genus level, patients with PPP had a significantly lower abundance of <i>Neisseria</i> (<i>p</i> = 0.014), which best accounted for the observed decrease in Proteobacteria. We also identified multiple minor genera and species that were represented at a significantly higher level in the PPP group, several of which have been associated with periodontal diseases. <b><i>Conclusion:</i></b> Our results suggest a possible link between PPP and dysbiosis of oral microbiota, particularly the lower abundance of <i>Neisseria</i>, the most predominant genus of Proteobacteria in healthy oral microbiota. Probiotics that improves oral dysbiosis may be beneficial for patients with PPP as an adjunctive therapy.
DOI: 10.6084/m9.figshare.25144232.v1
title: Emotional Design for Pro-Environmental Life-Data.xlsx

description: DATA for 'Emotional Design for Pro-Environmental Life: Visual Appeal and User Interactivity Influence Sustainable Consumption Intention with the Moderating Effect of Positive Emotion in the Pro-Environmental Mobile Application'
DOI: 10.6084/m9.figshare.25723725.v1
title: 20240501_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.25903786.v1
title: <b>Medical students’ perception on the impact of mock Objective Structured Clinical Examination (OSCE) on final examination performance.</b>

description: <b>Medical students’ perception on the impact of mock Objective Structured Clinical Examination (OSCE) on final examination performance.</b>
DOI: 10.6084/m9.figshare.26771938.v2
title: <b>Fast inference of large-scale air quality using a lightweight ensemble predictor</b>

description: data and codes
DOI: 10.6084/m9.figshare.24993999.v1
title: Business management in the economy of artificial intelligence / Менеджмент бизнеса в экономике искусственного интеллекта

description: The dataset contains international statistics for 56 countries of the world (both developed and developing) at the beginning of 2023, reflecting the results of 2022. If there is a shortage of data, earlier values of indicators were taken. The statistics are systematized in terms of the elements of the author's PLUD-analysis method: productivity, limits, sustainability and friendliness. The dataset allows for automated analytics of business management in the artificial intelligence economy.Productivity: GDP per hour worked (GDP constant 2017 international $ at PPP) in 2021; Medium and high-tech manufacturing value added (% manufacturing value added); High-technology exports (current US$); High-technology exports (% of manufactured exports).Limitations: Business efficiency, score 0-100; Use of big data and analytics, score 0-10; E-Participation, score 0-1; Equal opportunity, score 0-10.Sustainability: Market capitalization of listed domestic companies (% of GDP); Renewable energy consumption (% of total final energy consumption); CO2 emissions (metric tons per capita); Global cybersecurity index, score 0-100.Friendliness: Tertiary enrolment, % gross; Research and development (R&D); Knowledge-intensive employment, %; GERD performed by business, % GDP.На русском языке (In Russian):Датасет содержит международную статистику по 56 странам мира (как развитым, так и развивающимся) на начало 2023 г., отражающую итоги 2022 г. При дефиците данных взяты более ранние значения показателей. Статистика систематизирована в разрезе элементов авторского метода ПЛУД-анализа: производительность, лимиты, устойчивость и дружественность. Датасет позволяет проводить автоматизированную аналитику менеджмента бизнеса в экономике искусственного интеллекта.Производительность: Производительность труда на 1 работника в час, долл.; Средне- и высокотехнологичные производства, % валовой добавленной стоимости в промышленности; Высокотехнологичный экспорт, долл. в текущих ценах; Высокотехнологичный экспорт, % промышленного экспорта.Лимиты: Эффективность бизнеса, баллы 1-100; Аналитика больших данных, баллы 1-10; Электронные коммуникации, баллы 0-1; Равенство возможностей, баллы 0-10.Устойчивость: Рыночная капитализация компаний, % ВВП; Доля потребления возобновляемой энергии, %; Выбросы углерода, метрич. Т. На душу населения; Кибербезопасность, баллы 0-100.Дружественность: Подготовка кадров высшей квалификации, %; НИОКР, баллы 1-100; Знаниеемкая занятость, %; Финансирование НИОКР бизнесом, % ВВП.
DOI: 10.17632/nghf59hf4s
title: Subbanna_et_al_2024_source_data_v2

description: Source data for Subbanna et al (2024), "A quantitative intracellular peptide binding assay reveals recognition determinants and context dependence of short linear motifs".
Contents (folder): Source data and processed data from competitive growth assays and next generation sequencing.
Folder 1: 1_competitive_growth_assay_source_data
Subfolders:
&gt; Figure_3_4_S2_TNKS2ARC4-motifs_full-DMS
&gt; Figure_5_MDM2-motifs_full-DMS
&gt; Figure_6_S3_WW-motifs_full-DMS
&gt; Figure_7_WW-motif_single-position-DMS
&gt; Figure_8_PSSM-sums_WW-motifs
Folder 2: 2_uncropped_blot_images
Subfolders:
&gt; Fig_2B_uncropped_blots
&gt; Fig_S1G_uncropped_blots
DOI: 10.6084/m9.figshare.16843834.v1
title: Supplementary Material for: Diabetes As an Independent Risk Factor for Stroke Recurrence in Ischemic Stroke Patients: An Updated Meta-Analysis

description: <b><i>Introduction:</i></b> Stroke and its recurrence and diabetes will increase in incidence as the population ages globally. This study explores the relationship between diabetes and stroke recurrence to understand if diabetes is an independent predictor for stroke recurrence in ischemic stroke (IS) patients. <b><i>Methods:</i></b> We conducted a systematic review and meta-analysis of studies on the effect of diabetes on stroke recurrence among patients with IS. We searched population-based studies published before 15th February 2021 in PubMed and EMBASE following PRISMA guidelines. Random-effects estimates of the pooled hazard ratio (HR) and 95% confidence intervals (CIs) of each study were generated. A funnel plot and an Egger test were performed to evaluate publication bias. All statistical analyses were conducted in the R software 4.0.1 and Stata 16.0. <b><i>Results:</i></b> The search identified 3,121 citations, of which 27 studies met inclusion criteria. Diabetes was associated with a significant risk of stroke recurrence in all IS patients (pooled HR, 1.50; 95% CI: 1.36–1.65; <i>I</i><sup>2</sup> = 61.0%). Similar results were found in lacunar stroke patients with diabetes (pooled HR, 1.65; 95% CI: 1.41–1.92; <i>I</i><sup>2</sup> = 22.0%). Moreover, we found that the risk of recurrent IS among patients of IS with diabetes was higher than that in those without diabetes (pooled HR, 1.53; 95% CI: 1.30–1.81; <i>I</i><sup>2</sup> = 74.0%). <b><i>Conclusion:</i></b> Diabetes is an independent risk factor for stroke recurrence among patients with IS.
DOI: 10.6084/m9.figshare.27873024.v1
title: Encoding and Decoding Illegal Wildlife Trade Networks

description: The illegal wildlife trade (IWT) is a key driver of biodiversity loss and a barrier to desired transformations in socio-environmental systems. IWT is known to exploit licit networks, such as the global airline flight network, yet the ability of science to support societal efforts to reduce IWT remains underdeveloped. Research on IWT relies on aggregate, context-specific, and biased counts of observed incidents leading to potential policy misguidance. The study utilizing this data uses computational methods, centrality analysis and predictive modeling, to help encode and decode IWT-related airline flight networks to improve sensemaking with implications for sustainable futures. Methods advance existing analyses by revealing factors traffickers consider when selecting routes, identifying different airports' roles within the IWT network, and uncovering trafficking hotspots not observed in data. Computational science methods using these data sources can help overcome existing limitations and transform knowledge into action to reduce IWT and biodiversity loss.
DOI: 10.6084/m9.figshare.28740197.v1
title: Whole Exome Sequencing Data of a malignant solitary fibrous tumor in prostate from a 45-year-old male samples from prostate solitary fibrous tumor

description: Design: After the DNA samples pass quality assessment, they undergo random fragmentation using ainvolve end repalr, A-talling, ligation of sequencing adapters, fragment size selection, PCR amplificatiorcompletion of the sequencing lilbrary preparation process. This results in the generation of the final DNSubmitted by: The Second Hospital of Dalian Medical UniversitySample: A 45-year-old male samples from prostate solitary fibroustumor
DOI: 10.6084/m9.figshare.13109582.v1
title: drought on productivity_WCT

description: The dataset regarding drought on ANPP.
DOI: 10.6084/m9.figshare.14211989.v1
title: Lifestyle changes during the early COVID-19 confinement do not have major impacts on household carbon footprints in Japan

description: This dataset includes two tables which belongs to our article publish at One Earth. The first table (Table S1) shows the mapping process from input-output table to consumption inventory. The second one (Tables S2) shows the emission data used in this research.
DOI: 10.6084/m9.figshare.7677380.v1
title: RADIATION EXPOSURE DURING SPINE SURGERY USING C-ARM FLUOROSCOPY

description: ABSTRACT Objective: To evaluate the radiation dose received by staff in spine surgeries, including those who are not considered occupationally exposed workers. Methods: All spinal surgeries performed in the same department during a period of 12 months were evaluated with regard to the exposure of surgeons, scrub nurses, and auxiliary personnel working in the operating room to radiation from C-arm fluoroscopy. Radiation was measured by 15 film badge dosimeters placed on the professionals’ lapels, gloves, and room standardized sites. The films were analyzed in the dosimetry laboratory by collections per period. Results: During the 12 months, 81 spinal surgeries were performed by the same team, with surgical times ranging from 1 to 6 hours. The total radiation dose ranged from 0.16 mSv to 2.29 mSv depending on the dosimetry site. The most exposed site was the wrist of the main surgeon. Conclusion: The results showed that in the spinal surgeries in our setting, the radiation doses are low and within legal limits. Nevertheless, constant training of professionals is essential for radiation protection of medical staff and patients. Level of evidence I/b, exploratory cohort study.
DOI: 10.6084/m9.figshare.c.3643331_d2.v1
title: Additional file 6: of Cell wall proteome of sugarcane stems: comparison of a destructive and a non-destructive extraction method showed differences in glycoside hydrolases and peroxidases

description: Proteins of sugarcane young culms identified using Method 1 or 2 and predicted to be intracellular. (XLSX 21.2 kb)