cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p7vxjnmfzy
title: Ground deformation of the 2020 Elazig earthquake, 2023 Kahramanmaraş earthquake sequence and long-term deformations time series and rates, computed from Sentinel-1 and RADARSAT-2 Synthetic Aperture Radar data.

description: Deformation products computed from Sentinel-1 and RADARSAT-2 Synthetic Aperture Radar data.

I. Speckle range and azimuth offsets of the 6 February 2023 Kahramanmaraş, Türkiye earthquake sequence. 
    - Sentinel-1_track014
    - Sentinel-1_track021
    - Sentinel-1_track123
    - RADARSAT-2
    - 2023_Kahramanmaras_Earthquakes_summary.pdf

II. The 2017-2023 long-term line-of-sight deformation rates from Sentinel-1 data, computed with MSBAS-1D software.
    - Sentinel-1_MSBAS1D_track043_deformation_rate_only_20170606-20230130
    - Sentinel-1_MSBAS1D_track123_deformation_rate_only_20170531-20230205
    - Sentinel-1_MSBAS1D_track116_deformation_rate_only_20160604-20230204

III. The 2017-2023 long-term two-dimensional deformation time series and rates from Sentinel-1 data, computed with MSBAS-2D software.
    - Sentinel-1_MSBAS2D_track043_track123_time_series_20170606-20230130
    - 2017-2023_MSBAS2D_summary.pdf
    - note:
        -- several landslides
        -- co- and post-seismic fault motion
        -- fast subsidence


The data consists of the following files:

*.spo_range.geo.tif - raw range offsets measured in meters

*.spo_snr.geo.tif - signal-to-noise ratio that can be used to remove noisy pixels

*.spo_range.geo_SNR5_FILTER_MEDIAN3km.tif - post-processed range offsets measured in meters
    - The following post-processing filters provided in readme.txt files are applied:
        - pixels with SNR<5 (or 10) are removed
        - pixels with abs(range)>5 are removed
        - median filter with a 3km window is applied
        - different filtering parameters can be applied, if needed.

Files produced with GAMMA look_vector command (measured in radians):
*.lv_theta.geo.tif - SAR look vector elevation angle at each map pixel
    - lv_theta: PI/2 -> up  -PI/2 -> down
    - The elevation angle is measured between the surface and the look vector pointing at the radar
*.lv_phi.geo.tif - SAR look vector orientation angle at each map pixel
    - lv_phi: 0 -> East  PI/2 -> North

*qc - various information about processing options and baselines.

For extracting 2D time series for individual pixels use msbas_extract command and MSBAS_TSOUT.txt file with timing information.
DOI: 10.17632/rvhbhyht2s
title: Data for: Prognostic Model of In-hospital Ischemic Stroke Mortality Based on an Electronic Health Record Cohort in Indonesia

description: Background: Stroke patients rarely have satisfactory survival, which worsens further if comorbidities develop in such patients. Limited data availability from South-east Asia countries, especially Indonesia, has impeded the disentanglement of post-stroke mortality determinants. This study aimed to investigate predictors of in-hospital mortality in patients with ischemic stroke (IS).
 
Methods: This retrospective observational study used IS medical records from the National Brain Centre Hospital, Jakarta, Indonesia. A theoretically driven logistic regression model was established by controlling for age and sex to calculate the odds ratio of each plausible risk factor for predicting post-stroke mortality.

Findings: This study included 3,479 patients with IS, 999 (28.72%) of whom had cardiovascular disease, 421 (12.1%) had renal disease, and 511 (14.69%) were verbally incoherent. Bivariate exploratory analysis revealed lower blood levels of triglycerides, low density lipoprotein, and total cholesterol in patients with post-stroke mortality. The average age of patients with post-stroke mortality was 64 ± 12 years, with a mean body mass index (BMI) of 24 ± 3.5 kg/m2 and a median Glasgow Coma Scale (GCS) score of 12 ± 5. Cardiovascular disease was more prevalent than renal disease (28.72% vs. 12.1%), and both contributed to a 4.5-times increase in the mortality risk. Comorbidities, such as cardiovascular disease (odds ratio [OR]=2.66, 95% confidence interval [CI]: 1.82–3.91) and renal disease (OR=2.63, 95% CI: 1.77–3.89), caused higher odds of post-stroke mortality. However, the factors contributing to lower odds of mortality were BMI (OR=0.94, 95% CI: 0.89–0.99) and GCS (OR=0.67, 95% CI: 0.67–0.72).

Conclusion: After controlling for age and sex, our study reported that cardiovascular diseases, renal disease, BMI, and GCS on admission were strong predictors of in-hospital mortality in patients with IS.

Keywords: ischemic stroke; cardiovascular disease; renal disease; BMI; GCS and prognostic model
DOI: 10.6084/m9.figshare.20462532.v1
title: Photograph-HTP.rar

description: An automated high-throughput phenotyping platform (HTP) was used to quantify 77 image-based traits (i-traits) for 228 maize inbred lines across all developmental stages. Time-resolved i-traits with novel digital phenotypes and complex correlations with agronomic traits were characterized to reveal the dynamics of maize growth. Integrating the plant height-association network with the transcriptome profiles of specific internodes revealed 65 hub genes playing vital roles during the rapid growth. A prediction model for final plant height based on i-traits was made using machine learning, and the predictive performance was assessed in validation along developmental stages with a moderate, strong and very strong correlation between prediction and experimental dataset archived from early S4  (tenth-leaf) stage.
DOI: 10.6084/m9.figshare.26260349.v1
title: Effects of phosphorus enrichment on <i>Daphnia</i>-algae interactions in laboratory microcosms

description: This is a dataset based on a month long experiment where phosphorus supply was modified to microcosms. Over this period, algae and Daphnia populations were monitored to see how their populations changed in response to phosphorus.
DOI: 10.6084/m9.figshare.26608144.v1
title: Additional file 2 of Human Alzheimer’s disease reactive astrocytes exhibit a loss of homeostastic gene expression

description: Additional file 2. Table S4. Linear regressions of reactive astrocyte gene expression with analytical annotations.
DOI: 10.6084/m9.figshare.27641691.v2
title: Dataset of Real world comparative effectiveness of non-vitamin K antagonist versus warfarin on renal outcomes among patients with non-valvular atrial fibrillation

description: Dataset of Real world comparative effectiveness of non-vitamin K antagonist versus warfarin on renal outcomes among patients with non-valvular atrial fibrillation
DOI: 10.6084/m9.figshare.29005871.v2
title: A Listing of INM317 Design Justice 2025 Student Zines, with DOIs

description: During the 2024-2025 academic year, MSc Human-Computer Interaction Design students taking the INM317 Design Justice module at City St George's, University of London created a Design Justice-themed zine as their final coursewrok. Part of the assessment included depositing their work on figshare open access and include a CC-BY license and citation.After submitting their work internally via Turnitin, students were asked to complete an online form adding their zine's figshare citation text and DOI in different fields in order to create a directory.This Excel spreadsheet file lists the entries contributed by students by the deadline (40 in the initial versions). I refined the data by deduplicating, removing anomalous data and adding a couple of notes. I expect to add another version once students with extensions submit, and/or to correct any remaining errors. Shared as an open educational resource and in order to amplify the student work's reach and hopefully motivate them.
DOI: 10.6084/m9.figshare.3452939.v1
title: Supplementary Material for: Functional Characterization of Patients with Chronic Thromboembolic Disease

description: <b><i>Background:</i></b> Patients with chronic thromboembolic pulmonary disease (CTED) have persistent pulmonary vascular obstruction and exercise intolerance without pulmonary hypertension at rest and may benefit from pulmonary endarterectomy. However, up to now, CTED has been poorly characterized. <b><i>Objectives:</i></b> This study aimed to analyze the exercise capacity and limiting factors in CTED. <b><i>Methods:</i></b> We compared right heart catheterization and cardiopulmonary exercise test results of patients with CTED [mean pulmonary artery pressure (mPAP) at rest &lt;25 mm Hg, n = 10], chronic thromboembolic pulmonary hypertension (CTEPH, n = 31) and a control group (n = 41) presenting with dyspnea but normal pulmonary vascular imaging and excluded pulmonary hypertension. <b><i>Results:</i></b> Subjects with CTED show a reduced oxygen uptake [median 76/interquartile range (IQR) 22% pred.] and work rate (median 76/IQR 21 W). The work rate was significantly lower compared to control subjects (p = 0.04) but not significantly different from CTEPH patients (p = 0.66). Oxygen pulse and breathing reserve were normal. CTED subjects showed decreased end-tidal CO<sub>2</sub> at anaerobic threshold (28.4/4.3 mm Hg), an elevated VE/VCO<sub>2</sub> slope (42.5/23.5), breathing equivalents (EQO<sub>2</sub> 32.0/8.7, EQCO<sub>2</sub> 39.5/8.8), alveolar-capillary oxygen gradient (34.7/15.5 mm Hg) and capillary end-tidal carbon dioxide gradient (8.8/5.7 mm Hg) compared to control subjects (p &lt; 0.001). The degree of limitation was similar to that in CTEPH. <b><i>Conclusions:</i></b> Despite an mPAP of &lt;25 mm Hg, subjects with CTED show objective functional impairment and similar limitations to patients with CTEPH. Functional limitation is characterized by gas exchange disturbance and ineffective ventilation.
DOI: 10.17632/3whvm3gg6y
title: sunflower fatty acids Iran 2019-2020

description: data in Excel format for grain yield and major fatty acids in 13 sunflower hybrids conducted in seed and Plant Improvement Institute (SPII), Karaj, Iran (2019-2020)
DOI: 10.17632/m89226xg6p
title: Data for "Spatial memory predicts home range size and predation risk in pheasants" Nature Ecology and Evolution

description: Datasets and R code to run simulations and statistical analyses used in Heathcote et al, "Spatial memory predicts home range size and predation risk in pheasants" published in Nature Ecology and Evolution. Please contact author if requiring the GPS coordinate datasets required for running the R simulations.
DOI: 10.6084/m9.figshare.25254229.v5
title: speciateIT: vSpeciateDB Models

description: Compressed directories containing Markov chain models for classifying rRNA gene amplicon sequences targeting the V1V3, V3V4, or V4 regions from the human vaginal microbiota.
DOI: 10.6084/m9.figshare.25550047.v1
title: Data for Template-based copying in chemically fueled dynamic combinatorial libraries

description: Data for Template-based copying in chemically fueled dynamic combinatorial libraries
DOI: 10.6084/m9.figshare.28242173.v1
title: MDAMB231 GFP-H2B Co-Culture

description: Flow Cytometry Data
DOI: 10.6084/m9.figshare.22621027.v2
title: Supplementary Materials for: A global assessment of the the controls on the fractionation of arc magmas

description: Supplementary datasets and figures in supplement to the Geochemistry, Geophysics, Geosystems (G3) manuscript: A global assessment of the controls on the fractionation of arc magmas by Benjamin Z. Klein, Oliver Jagoutz, Max Schmidt and Nico Kueter.
DOI: 10.6084/m9.figshare.28713095.v1
title: Supplementary Material for: Effectiveness of stepwise or selective in comparison to non-selective caries removal in managing deep caries in vital permanent teeth: A systematic review with trial sequential, pairwise and network meta-analyses

description: The aim of this systematic review was to assess the available evidence related to the effectiveness of stepwise (SW) or selective excavation (SE) when compared to non-selective caries excavation (NSE) for the management of permanent teeth with deep carious lesions without signs of irreversible pulpitis. This systematic review was conducted according to Cochrane guidelines. Literature search was performed using several databases including English language only. Pairwise and network meta-analysis (NMA) was conducted. 19 out of 819 studies were included. The outcomes assessed were dental pulp exposure and the measure ‘success’ defined as tooth not having complications after a follow-up (i.e., without dental pulp exposure following treatment, no dental pulp complications after treatment, no periapical lesion, no severe/unbearable pain, no restoration failure or tooth extraction). The Risk of Bias analysis revealed that more than 50% of the studies had high risk of bias. In addition, the GRADE assessment for the outcomes showed that most of the evidence was low and very low quality. Based on the results of the NMA, SW had the highest success rate (RR: 1.11, 95% CI: 1.00–1.23, with NSE as the reference), followed by SE (RR: 1.06, 95% CI: 0.97–1.16, with NSE as the reference). However, the difference was not statistically significant. In most cases, SE was the treatment of choice in relation to carious lesion depths with the threshold of &gt;2/3 of the dentine thickness and SW was advocated only in cooperative patients due to the two-step procedures. However, within the limitations of this review, the effect of remaining carious dentine could not be assessed with respect to the success rate for each intervention. Therefore, long-term well organized multi-centre randomized controlled trials (RCTs) are still required to provide concrete evidence.
DOI: 10.6084/m9.figshare.28902881.v1
title: Supplementary Material for: Investigating the value of umbilical artery eucapnic pH as a biomarker for adverse neonatal outcomes: A systematic review

description: Introduction: Metabolic acidosis at birth is associated with severe neonatal outcomes, making umbilical artery gas analysis crucial for management. However, conventional potential of hydrogen (pH) and base deficit (BD) methods have limitations in neonates. Neonatal eucapnic pH (pH-euc-n), derived from the pH and partial pressure of carbon dioxide, reflects neonatal metabolic acidosis more accurately, potentially providing a better assessment than conventional biomarkers. This study aimed to assess the utility of pH-euc-n for predicting adverse neonatal outcomes.
Methods: A systematic search was conducted of PubMed, Web of Sciences, Scopus, and Embase on September 24, 2024. Articles comparing pH-euc-n with standard umbilical artery pH and BD for detecting neonates with hypoxic-ischemic encephalopathy (HIE) or neonatal intensive care unit (NICU) admissions were included. Data on the predictive ability of each biomarker for neonatal HIE/NICU admission were collected. The certainty of the evidence was evaluated using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) criteria. 
Results: Five retrospective cohort studies were included. We found very little evidence supporting the superiority of pH-euc-n over the standard pH for predicting HIE/NICU admission. Moderate evidence supported pH-euc-n for predicting HIE/NICU admissions in neonates with pH 7.00–7.15, the evidence was very low for pH≤7.00. Similarly, low evidence favored pH-euc-n over BD and retained pH (combined pH-euc-n and standard pH) over standard pH for predicting these outcomes.
Conclusions: pH-euc-n is a calculated value derived from an algorithm applied to measured pH (rather than a direct measurement), designed to eliminate the respiratory component and isolate the metabolic component of acidemia. While hypercapnia present at birth typically resolves rapidly after stabilization of breathing, the metabolic component persists, offering valuable insight into neonatal acidemia. This method serves as a complement to, rather than a replacement for, standard pH assessment, particularly in cases of significant respiratory acidosis. Importantly, its calculation entails no additional risks, constraints, or costs. Despite its theoretical advantages, this review found limited evidence that pH-euc-n outperforms standard pH or BD in identifying the risk of HIE, although moderate evidence supports its diagnostic accuracy in high-risk cases (pH=7.00–7.15). Consequently, further research is warranted to clarify its clinical utility and establish its role in neonatal care.
DOI: 10.17632/d865rrcby8
title: Multi-scale data for delineating cocoa zones for site-specific soil fertility and productivity management in Ghana

description: The data is based on randomly surveyed soils in 739 newly established cocoa farms in 60 cocoa districts across six ecological zones of Ghana, collected between 2015 and 2017.
DOI: 10.6084/m9.figshare.28284968.v1
title: Supplementary

description: This folder contains the MongoDB collections that make up VolcAshDB database.
DOI: 10.6084/m9.figshare.29103230.v3
title: Da Luz et al. Supplementary Data and Scripts for Hotspots of linked-fidelity: live-dead faithfully of insular ostracods sheds light on the structure of the marine microfossil record—Journal of South American Earth Science.

description: R Scripts for figures and tables. Data: Row diversity table of living and Dead Ostracoda gathered from the Vitória-Trindade Chain, which includes Trindade Island and four seamounts (Vitória, Jaseur, Davis, and Dogaressa), Brazil.
DOI: 10.17632/3stzwdp4n2
title: Falling head calculation spreadsheet

description: MS Excel spreadsheet based on an automated formula with a solver. It serves for hydraulic conductivity calcuclation and error estimation by fitting the parameters of the theoretical formula (Darcy Equation) to the field data. The spreadsheet was developed to analize data collected by the falling head method in permeability investigation of riverbed sediments.
DOI: 10.6084/m9.figshare.1466782.v4
title: Women's preferences for penis size: A new research method using selection among 3D models

description: Women’s preferences for penis size may affect men’s comfort with their own bodies and may have implications for sexual health. Studies of women’s penis size preferences typically have relied on their abstract ratings or selecting amongst 2D, flaccid images. This study used haptic stimuli to allow assessment of women’s size recall accuracy for the first time, as well as examine their preferences for erect penis sizes in different relationship contexts. Women (N = 75) selected amongst 33, 3D models. Women recalled model size accurately using this method, although they made more errors with respect to penis length than circumference. Women preferred a penis of slightly larger circumference and length for one-time (length = 6.4 inches/16.3 cm, circumference = 5.0 inches/12.7 cm) versus long-term (length = 6.3 inches/16.0 cm, circumference = 4.8 inches/12.2 cm) sexual partners. These first estimates of erect penis size preferences using 3D models suggest women accurately recall size and prefer penises only slightly larger than average.
DOI: 10.6084/m9.figshare.16618198.v1
title: Interactive Atom Research and Modeling Program (EXCEL).xlsx

description: This updated Microsoft Excel worksheet provides a detailed three-dimensional color-coded scale simulation of any atom chosen along with the Atom Crystal Periodic Table (PACT). These will not show in the figshare.com sample due to Excel protection but will show when downloaded. A 1 trillion to 1 three-dimension scale model may also be printed and folded to shape. MY RESEARCH PAPER AND SIMULATION PROGRAM COLLECTION MAY BE ACCESSED BY CLICKING ON THE Atom Crystal Theory KEYWORD.
DOI: 10.6084/m9.figshare.16958221.v1
title: Appendix 2_The top 20 diseases with the IT used.docx

description: The top 20 diseases with the IT used in e-mental health (283 entity names)
DOI: 10.6084/m9.figshare.26089377.v1
title: HiGTS_2022s4

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2022s4 contains the data from October 1, 2022 to December 31, 2022.
DOI: 10.6084/m9.figshare.26778322.v1
title: Dataset of in-situ heating minerologival experiments for the lunar regolith samples from Chang'e 5 misson

description: This is a dataset of the study referring to a temperature-dependent evolution of iron content and valence between clinopyroxeneand glass on the Moon. The dataset contains results of μXRD, EPMA, in situ heating (S)TEM and related chemical analyses, i.e., EDS and EELS. Initial movies recording the morphology changes on the sample sections during heating process are also involved.
DOI: 10.6084/m9.figshare.28087991.v1
title: <b>Thermal physiology of dung beetles exposed to ivermectin, an antiparasitic drug</b>

description: Global changes including increasing temperatures and pesticide contamination threaten insect survival and reproduction through changes in metabolism and stress responses. We evaluate how elevated temperature and ivermectin, a common antiparasitic medication, affect the thermal physiology of <i>Euoniticellus intermedius</i> under controlled laboratory conditions. The response variables that we measure were: metabolic rate, body weight, thermic tolerance and survival of adults of emerge females dung beetles in laboratory.<br><br>
DOI: 10.17632/48257xrmx3
title: WACCM-X simulations 2019 SSW

description: The following data set contains the temperature from WACCM-X simulation for the 2018/2019 SSW event for all levels, latitudes and longitudes. In total, there are 145 levels and the latitude x longitude grid size is 96 x 144. The data begins on 01.12.2018 and ends on 31.01.2019. The simulation has been performed by including the lunar tide at the lower boundary in WACCM-X according to the methods described in Pedatella et al., 2012 (refer to the manuscript for more details). This data set has been used to compare the WACCM-X temperature with AURA-MLS temperature observations and to calculate the SW2 and M2 tides in the MLT region.
DOI: 10.17632/dbtgg6mjz4
title: مقاومة المضادات الحيوية .. تهديد عالمي

description: مما لا شك فيه أن المضادات الحيوية منذ اكتشافها لأول مرة من قبل العالم الأسكتلندي الكسندر فيلمنغ (مكتشف البنسلين) في عام 1928 قد أحدثت ثورة طبية أسهمت في إنقاذ حياة الملايين من البشر، واستخدمت في علاج الأمراض المعدية، ومهدت الطريق لإحراز تقدم علمي هائل في عمليات زراعة الأعضاء والجراحات. ولكن ربما تحتوي كل ثورة علي بذور هلاكها كما تنبأ بذلك فيلمنغ نفسه عند تسلمه جائزة نوبل في الطب عام 1945 قائلا بأنه ليس من الصعب جعل البكتريا مقاومة للبنسلين إذا تعرضت لتركيزات غير كافية منه ، واستطرد محذراً من مغبة استشراء مقاومة البكتيريا للمضادات الحيوية، مشيرًا إلى أن زيادة الطلب على المضادات الحيوية سيفضي إلى الإفراط في استخدام العقاقير، ومن ثم ستطور البكتيريا أساليب أفضل للتصدي للمضادات الحيوية. ولم يعد ذلك مجرد تنبؤا متشائماً للمستقبل بل إنه واقع نعيشه الآن، فلقد أظهرت فعالية المضادات الحيوية تراجعا كبيرا، واليوم تشكل مسألة عدم قدرتنا علي علاج حالات العدوي الشائعة تهديداً عالمياً، لا يقل خطورةً عن التغير المناخي والتنوع البيولوجي ونحوهما ،وفي الآونة الأخيرة تصاعدت التحذيرات من قبل العلماء والأطباء وسط حالة استنفار عالمية تقودها منظمة الصحة العالمية WHO)) بأننا أمام كارثة صحية عمومية عالمية تعرقل مكافحة الأمراض المعدية، ووصفتها منظمة الأغذية والزراعة التابعة للأمم المتحدة FAO)) بأنها تمثل تهديدا كبيرا علي سلامة الغذاء والأمن الغذائي، وسبل العيش، والصحة والرعاية الحيوانية، والتنمية الإقتصادية والزراعية، والبيئة، والتنمية المستدامة. وحقيقة أن يصبح ذكر البكتيريا المقاومة للمضادات الحيوية أمراً متداولاً في المحافل الدولية (مجموعة الدول السبع وبلدان مجموعة العشرين والمنتدى الإقتصادي العالمي والجمعية العمومية للأمم المتحدة) كأزمة تهدّد البشرية لهو أمر جلل ينذر بأزمة عظيمة.
DOI: 10.6084/m9.figshare.26199836.v1
title: Proso millet SNPs.xlsxProso millet Phenotypic data

description: The phenotypic and SNP data of the proso millet germplasm (160 accessions) used for GWAS analysis for agronomic and grain nutrient traits