cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7snvndckfz.1
title: Prevalence of low back pain while performing professional activities in clinic among physiotherapy students: A cross- sectional study

description: Study: A cross- sectional study Method: 175 participants of physiotherapy department and tertiary care hospital of Ambala Cantt, Haryana who had low back pain were recruited for the study. Informed consent was obtained from all the participants. Modified Oswestry Low Back Pain Disability Questionnaire was provided to them for self- scoring and then the data was collected. Data Analysis: Data was analysed using Statistical package for the social sciences (SPSS). The sample size is more than 50 so the Kolmogorov-Smirnov test is used. As the data was non-significant, Spearman’s Correlation Coefficient was used to find correlation between MODI and NPRS. Result: The result shows a good positive correlation (Spearman’s rho correlation coefficient =0.525) between the NPRS and MODI with its components.
DOI: 10.17632/g64s8h9k57.1
title: Traffic flow in 12 Romanian cities during and around lifting of COVID19 restrictions

description: This dataset comprises street-level traces of traffic flow as reported by Here Maps for 12 cities of Romania from 15th. of May 2020 and until 9th. of June 2020, covering the time two days before lifting of the mobility restrictions imposed by nation-wide State of Emergency and until five days after the second wave of relaxation (1st. of June 2020). Data were sampled at a 15-minute interval, consistent with the Here API update time. The data are manually annotated with relevant local political and religious events that might influence the traffic flow. Considering the relative scarcity of real-life traffic data, one can use this data set for micro-simulation during development and validation of Intelligent Transportation Solutions (ITS) algorithms and policies while another facet would be in the area of social and political sciences when discussing the effectiveness and impact of statewide restriction during the COVID19 pandemic.
DOI: 10.17632/swj5d6j7b3.2
title: Data for: The Role of Information and Communication Technologies for Environmental Sustainability: Evidence from a Large Panel Data Analysis

description: This document includes dataset used in the paper "The Role of Information and Communication Technologies for Environmental Sustainability: Evidence from a Large Panel Data Analysis ".
DOI: 10.17632/rcy6y8fhcn.1
title: Papaya Dataset

description: Three Variety Papaya Fruits according to Levels of Maturity. Cite as: Behera, S.K., Rath, A.K., Sethy, P.K., Maturity status classification of papaya fruits based on machine learning and transfer learning approach.Information Processing in Agriculture. https://doi.org/10.1016/j.inpa.2020.05.003
DOI: 10.17632/j5h8kvh4dj.1
title: Imaging data in Fig 9 of Mao et al., 2019, Frontiers in Neural Circuits

description: Raw data shown in Fig 9 of Mao et al., 2019 Frontiers in Neural Circuits
DOI: 10.17632/sgbdky8h7d.1
title: Non-compliance with surgical margin guidelines is associated with histologic margin positivity: a retrospective case-control study

description: This document contains the expanded research methods
DOI: 10.17632/hfsgxg74rb.1
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: 10.17632/9jvh8ckjbw.3
title: Data Enrichment and Increment for Deep Learning Component-based Energy Prediction Model

description: This dataset is used for training of deep learning (DL) component based machine learning models described in the linked article. The article examines the effect of enriching training data with several building shapes on the prediction accuracy of machine learning models. There are nine building shapes used to collect the training data using EnergyPlus. Please read the full article for the relevant details of component structure and training of DL components. There are seven training dataset BaseCase, E-1, E-2, E-3, I-1, I-2, and I-3 and one test dataset TestData. The trained DL component are saved under Models folder in each dataset. The performance.csv file inside each dataset folder describes the performance of DL components trained on the corresponding dataset.
DOI: 10.5281/zenodo.3894152
title: Reducing uncertainties in projections of global sea level rise

description: Ice sheet models are the most descriptive tools available to simulate the future evolution of the Antarctic Ice Sheet (AIS), including its contribution towards changes in global sea level. However, our knowledge of the dynamics of the coupled ice-ocean- lithosphere system is inevitably limited, in part due to a lack of observations. Furthermore, to build computationally efficient models that can be run for multiple millennia, it is necessary to use simplified descriptions of ice dynamics. Ice sheet modelling is therefore a poorly constrained exercise. The past evolution of the AIS provides an opportunity to improve the description of physical processes within ice sheet models and, therefore, to constrain our understanding of the role of the AIS in driving changes in global sea level.<br> <br> We use the Parallel Ice Sheet Model (PISM) to demonstrate how past changes can be used to improve our ability to predict the future evolution of the AIS. A large perturbed-physics ensemble is generated, spanning uncertainty in the parameterisations of key physical processes within the model. A Latin hypercube approach is used to optimally sample the range of uncertainty in parameter values. This perturbed-physics ensemble is used to simulate the evolution of the AIS from the Last Glacial Maximum (21,000 years ago) until 5,000 years into the future. Records of past ice sheet thickness and extent are then used to determine which ensemble members are the most realistic. This allows us to use the known history of the AIS to constrain our understanding of its past contribution towards changes in global sea level. Critically, it also allows us to determine which ensemble members are most likely to generate realistic projections of the future evolution of the AIS. This enables us to use past changes in the AIS to reduce uncertainty in projections of future sea level rise.
DOI: 10.5281/zenodo.3889763
title: Reducing uncertainties in projections of global sea level rise

description: Ice sheet models are the most descriptive tools available to simulate the future evolution of the Antarctic Ice Sheet (AIS), including its contribution towards changes in global sea level. However, our knowledge of the dynamics of the coupled ice-ocean- lithosphere system is inevitably limited, in part due to a lack of observations. Furthermore, to build computationally efficient models that can be run for multiple millennia, it is necessary to use simplified descriptions of ice dynamics. Ice sheet modelling is therefore a poorly constrained exercise. The past evolution of the AIS provides an opportunity to improve the description of physical processes within ice sheet models and, therefore, to constrain our understanding of the role of the AIS in driving changes in global sea level.<br> <br> We use the Parallel Ice Sheet Model (PISM) to demonstrate how past changes can be used to improve our ability to predict the future evolution of the AIS. A large perturbed-physics ensemble is generated, spanning uncertainty in the parameterisations of key physical processes within the model. A Latin hypercube approach is used to optimally sample the range of uncertainty in parameter values. This perturbed-physics ensemble is used to simulate the evolution of the AIS from the Last Glacial Maximum (21,000 years ago) until 5,000 years into the future. Records of past ice sheet thickness and extent are then used to determine which ensemble members are the most realistic. This allows us to use the known history of the AIS to constrain our understanding of its past contribution towards changes in global sea level. Critically, it also allows us to determine which ensemble members are most likely to generate realistic projections of the future evolution of the AIS. This enables us to use past changes in the AIS to reduce uncertainty in projections of future sea level rise.
DOI: 10.6084/m9.figshare.3761562.v1521
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.17632/zpf2jrtgsx.2
title: Cyclic tensile tests on prosthetic sutures to evaluate its creep behaviour, distraction, and its residual thread strength

description: These data provide an in-sight into the long-term behaviour of tensile sutures; data were obtainedwith an experimental set up (described by Pascoletti&al in JMBBM 2020, Vol. 109, n.103803) which allowed to precisely control the tensile load applied on the suture. The suture underwent 3000 cycles between 30N and 50N; finally its residual strength was measured by means of a tensile test.
DOI: 10.17632/kbntsj3fm5.1
title: Tables accompanying the manuscript "AsterDEMS-X, ALOS-PALSAR and MDE-Ar DEMs validation against geodetic leveling lines and comparison of AsterDEMS-X with ALOS-PALSAR and MDE-Ar DEMs accuracy in western Argentina" sent to IEEE J-STARS, June 2020.

description: DEM validation and accuracy assessment with ground control benchmarks
DOI: 10.17632/v8gnfjgwmr.1
title: Invaluable CTD and Mixed Layer Depth data in northern coast of the Bay of Bengal
DOI: 10.5281/zenodo.3894162
title: Refining estimates of the commitment to global sea level rise over the next 500 years

description: Within Australia alone, more than A$226 billion of coastal infrastructure is vulnerable to the anticipated rise in sea level by the end of the century. The IPCC Fifth Assessment Report concludes that the likely increase in global mean sea level during the 21st century ranges from 26-55 centimetres (under the low-end RCP2.6 climate scenario) to 45-82 centimetres (under the high-end RCP8.5 climate scenario). However, these projections do not take into account the potential for collapse of the marine-based sectors of the Antarctic Ice Sheet. Recent evidence has indicated that the IPCC projections may be under-estimates, with sea level increases of up to 2.5 metres possible by the end of the 21st century. Modelling studies have also demonstrated the potential for the Antarctic Ice Sheet to undergo irreversible collapse during the coming centuries. The most extreme prediction is that, under the RCP8.5 scenario, Antarctica alone could contribute 15.65±2.00 metres to global sea level by the year 2500. Here, we combine climate modelling and ice sheet modelling to explore the evolution of the Antarctic Ice Sheet over the next 500 years under a range of climate scenarios. We run the models many times to account for gaps in our understanding of ice sheet dynamics, using our knowledge of past changes in the Antarctic Ice Sheet to identify the configurations that are plausible. This allows us to generate robust projections of the Antarctic contribution to global sea level from the present to the year 2500, complete with quantified confidence intervals. We conclude that the sea level contribution during the 21st century will be modest, consistent with the IPCC Fifth Assessment Report, but that melting of the Antarctic Ice Sheet will accelerate thereafter. We also conclude that previous studies have underestimated the range of uncertainty in projections of future global sea level rise.
DOI: 10.17632/6w3g76nyxr.2
title: Hypopigmented Macules in Neurofibromatosis type 1

description: Congenital stable hypopigmented macule located on the right leg
DOI: 10.17632/r8p67nfjc8.2
title: Multi-Omic Pan-Cancer data from TCGA.

description: Data consist of three omic blocks from The Cancer Genome Atlas (TCGA), containing whole-genome profiles of -Gene expression (file GE.RData), -DNA methylation (file METH.RData), and -Copy number variants (file CNV.RData). Omic profiles consist of information from 5,408 tumor samples across 33 cancer types (as matrix rows), and 60,112 features (expression of 20,319 genes, methylation of 28,241 CpG islands, and copy number variant intensity for 11,552 genes). GE profiles by sample corresponded with the logarithm of RNA-Seq counts by gene (Illumina HiSeq RNA V2 platform). METH profiles corresponded with CpG sites B-values from the Illumina HM450 platform, summarized at the CpG island level, using the maximum connectivity approach from the WGCNA R package (Langfelder and Horvath 2008) , and further transformed into M-values (M=beta/(1-beta); Du et al. 2010). Omic blocks were adjusted for batch and tissue specific effects (see Gonzalez-Reymundez and Vazquez (2020) and references therein for further details on quality controls and data edition).
DOI: 10.17632/6w3g76nyxr.1
title: Hypopigmented Macules in Neurofibromatosis type 1

description: Congenital stable hypopigmented macule located on the right leg
DOI: 10.17632/7mxt82c5nc.1
title: Does individual personality predict male mating preferences for female body size in the Trinidadian guppy.
DOI: 10.17632/234nbvk5bn.2
title: Testeo línea de espera sector publico

description: La tabla mencionada, contiene los parámetros de interés que describen las colas y su comportamiento, el resultado indica que se hace necesario para el proceso aumentar su capacidad operativa de atención, siendo lo más recomendable, aumentar un servidor de atención, con ello, los esperados de número de clientes en la cola se reducirían significativamente según el modelo M/M/3/200; un aumento mayo a un recurso, no es recomendable ya que podría conllevar a costos innecesarios, debido a que el sistema no estaría en un uso superior al 72% (modelo M/M/4/200)
DOI: 10.17632/234nbvk5bn.3
title: Testeo línea de espera sector publico

description: La tabla mencionada, contiene los parámetros de interés que describen las colas y su comportamiento, el resultado indica que se hace necesario para el proceso aumentar su capacidad operativa de atención, siendo lo más recomendable, aumentar un servidor de atención, con ello, los esperados de número de clientes en la cola se reducirían significativamente según el modelo M/M/3/200; un aumento mayo a un recurso, no es recomendable ya que podría conllevar a costos innecesarios, debido a que el sistema no estaría en un uso superior al 72% (modelo M/M/4/200)
DOI: 10.17632/swj5d6j7b3.1
title: Data for: The Environmental Effect of Information and Communication Technologies: Evidence from a Large Panel Data Analysis

description: This document includes dataset used in the paper "The Environmental Effect of Information and Communication Technologies: Evidence from a Large Panel Data Analysis".
DOI: 10.17632/234nbvk5bn.1
title: Testeo línea de espera sector publico

description: La tabla mencionada, contiene los parámetros de interés que describen las colas y su comportamiento, el resultado indica que se hace necesario para el proceso aumentar su capacidad operativa de atención, siendo lo más recomendable, aumentar un servidor de atención, con ello, los esperados de número de clientes en la cola se reducirían significativamente según el modelo M/M/3/200; un aumento mayo a un recurso, no es recomendable ya que podría conllevar a costos innecesarios, debido a que el sistema no estaría en un uso superior al 72% (modelo M/M/4/200)
DOI: 10.17632/y5f78b42s5.1
title: COVID-19 & PPE: Treatment and Prevention of Skin Conditions Related to the Occupational Use of Personal Protective Equipment - Supplemental Table 1

description: Supplemental material for accepted manuscript COVID-19 & PPE: Treatment and Prevention of Skin Conditions Related to the Occupational Use of Personal Protective Equipment
DOI: 10.17632/9p44zzm595.2
title: Materials for: Enduring Positivity: Children of Incarcerated Parents Report More Positive Than Negative Emotions When Thinking About Close Others

description: Materials for article entitled, "Enduring Positivity: Children of Incarcerated Parents Report More Positive Than Negative Emotions When Thinking About Close Others"
DOI: 10.17632/9p44zzm595.1
title: Enduring Positivity: Children of Incarcerated Parents Report More Positive Than Negative Emotions When Thinking About Close Others

description: Materials for article entitled, "Enduring Positivity: Children of Incarcerated Parents Report More Positive Than Negative Emotions When Thinking About Close Others"
DOI: 10.17632/pp6xt6pnsm.4
title: Controlled Catheter Movement Affects Dye Dispersal Volume in Agarose Gel Brain Phantoms

description: In this study, we examine the effects of controlled catheter movement on dye dispersal volume in agarose gel brain tissue phantoms. Four different catheter movement control protocols: stationary, continuous retraction, continuous insertion, and intermittent insertion were applied for a single-port stepped catheter capable of intrainfusion movement. Infusions of indigo carmine dye into agarose gel brain tissue phantoms were conducted during the controlled catheter movement. The dispersal volume (Vd), forward dispersal volume (Vdf), infusion radius, backflow distance, and forward flow distance were quantified for each catheter movement protocol using optical images recorded throughout the experiment. Attached data include raw images from each experiment ran, quantified data obtained from image analysis, and an infusion movie showing infusions for each of the 4 experimental groups.
DOI: 10.17632/9z8zxs9k2y.1
title: Reusable rainwater quality

description: Data for rainwater quality
DOI: 10.25540/yd7d-95a=
title: Variance Risk Premium and Bond Return Predictability
DOI: 10.17632/xdcrdjs48f.3
title: Dataset for attitude and education needs of emergency doctors in providing palliative and end-of-life care in Hong Kong: A prospective cross-sectional analysis based on self-reported surveys.

description: This dataset was generated by administration of a validated questionnaire, an overseas palliative and EOL care study and local expert opinions. Permissions for using the context of the questionnaire and the overseas study had been obtained from the authors. For the content of the questionnaire, apart from the baseline characteristics of the participants (Part A, question 1-9), 2 main dimensions were assessed in the survey including their attitude in providing palliative and EOL care (Part B, question 10-24 (15 statements)), and their education needs (Part C, questions 25-35 (11 items). The participants were asked about their overall attitude in providing palliative and EOL care in their AED. The statements in Part B would be divided into 4 domains, including the role of palliative and EOL care (statements 1-3,6,7), specific obstacles (statements 4,8,9,11-14), the comfort level with palliative and EOL care (statements 5 and 10) and overall impression towards palliative and EOL care (statement 15). Instrument reliability and validity The content validity of the questionnaire was done by Rivera et al. We sought opinion from a panel of experts, including three experienced emergency physicians and a palliative medicine specialist, for grammar, syntax, organization and appropriateness. The questionnaire was then modified according to their comments. Scoring Method There were 5 Likert scale options for each questions in Part B and Part C of the questionnaire, which included strongly agree, agree, neutral, disagree and strongly disagree. Besides, the participants were invited to indicate on which topics they would like to have further education on palliative and EOL care. Method of questionnaire administration Hard copies of the questionnaire were distributed by the investigators through direct personal invitation. Consent was implied when the questionnaire was returned. i.e. informed consent was implied if the participants returned the completed questionnaire to the investigators in the sealed envelope provided. No personal identifying data was collected so as to maintain anonymity. The data access was restricted to the investigators only
DOI: 10.17632/hy2rz3k83y.2
title: Geology, geochemistry and Sr-Nd isotopes of the Rio Branco Suite, Nova Brasilândia belt in southwest of the Amazonian Craton: Evidence of a Rodinia pre-assembly accretionary phase (ca. 1137 and 1106 Ma) during the evolution of the Nova Brasilândia orogeny