cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hcvtddjngv.1
title: sdfibm: a signed distance field based discrete forcing immersed boundary method in OpenFOAM

description: In this paper we present the algorithm and implementation of an open-source immersed boundary code sdfibm, which is based on OpenFOAM v6 and written in C++. The immersed boundary method (“ibm” of the name) treats the velocity field as the volume average of solid and fluid velocities, and applies the volume-average discrete forcing to account for the solid-fluid interaction. The signed distance field (“sdf” of the name) representation of the solid shape, together with the proposed pyramid decomposition method, allow accurate calculations of the volume fraction field created by solids overlapping with an arbitrary unstructured fluid mesh. SDF removes the need of intersection test between the solid and fluid mesh, or the discretization and re-sampling of the shape. Users can freely combine different solid components (shapes, materials, and motion constraints) into new solids within the plain-text input file, and implement new shapes and motion constrains easily. sdfibm is an efficient and robust tool for exploring complex solid-fluid interactions in a fully-resolved sense, and can generate data for closure models in upscaling procedures.
DOI: 10.17632/74nz86wcgy.1
title: Pantograph Arcing in DC Railway Systems: Transient Behavior of Voltage and Current Recorded at Pantograph

description: The data provide the time waveform of the voltage (Vp), expressed in Volt, and the current (Ip), in Ampere, recorded at the pantograph of a 3 kV DC railway locomotive and a metro 1.5 kV DC electro-train. For a better comprehension of the electrical conducted effects triggered by the arc events, the dataset is supplemented with the voltage measured after the inductor of the low-pass LC input filter (Vf) and the chopped current flowing in one of the two braking rheostat elements (Ir). The aim is to provide the transient behavior of these electrical quantities at the input stage of a DC traction unit triggered by electric arcs occurring at the pantograph. The waveforms were measured by means of voltage transducers of 1 MHz bandwidth and current transducers of 10 kHz bandwidth, and an acquisition system (16 bits resolution) with a maximum sample rate of 1 MSa/s without antialiasing filter. The data were sampled at 50kSa/s. The overall accuracy associated with the provided data is 2%. The Dataset is arranged as follow: - Arcs in the Metro system - 1.5 kV DC - Arcs detected in a braking phase - Arcs detected in traction/ coasting phase - Arcs in the railway system - 3 kV DC - Arcs detected in a braking phase - Arcs detected in traction/ coasting phase The readme_Table.docx file provides information for the codification of the file names and a brief description for each event such as the corresponding train speed. For each event data are provided both in binary format (.mat) and in Ascii format (.txt). Moreover, figures (.tif) provide a fast overview of each event. For the railway system, the events have been collected on-board the Trenitalia locomotive E464, characterized by a 6 MW rated power [G. Crotti et al., "Monitoring Energy and Power Quality On Board Train," doi: 10.1109/AMPS.2019.8897794]. For the metro system, the events have been collected on-board the Metro de Madrid rolling stock series 9000-3 operating on line 10B [G. Cipolletta et al., "Monitoring a DC Train Supplied by a Reversible Substation," presented at I2MTC 2020 May 25-29, 2020 Dubrovnik, Croatia]. Acknowledgment The presented activities are performed within the 16ENG04 MyRailS project of the European Metrology Programme for Innovation and Research (EMPIR), jointly funded by the European Union's Horizon 2020 research and innovation program and the EMPIR participating states.
DOI: 10.17632/hfn9cx9gm4.1
title: A Meta-synthesis of Grounded Theory Studies to Identify Common Themes in White K12 Educators' Responses to Racism

description: Numerous studies have identified in-service culturally responsive instructional strategies. However, although teachers of color often take care to apply such strategies, there is ample evidence that many white preservice and in-service educators resist race education. Current research seems to indicate that many white K12 educators are confused or fearful about discussing race in the classroom. The aim of this meta-synthesis is to identify the behaviors and characteristics of white educators who possess culturally responsive pedagogical content knowledge and working racial knowledge. The present QMS study poses the following questions: • What common themes emerge from the research on racial behaviors of white K12 educators in the United States? • What can guide the development of anti-racism and culturally responsive instructional strategies? The dataset for this meta-synthesis is limited to ten research articles using grounded theory as the method of analysis. The target populations' in the research articles are preservice and in-service teachers with half of the studies originating from teacher education programs from the Northeast region of the United States. Online culturally responsive and multicultural courses were research topics for four of the articles, while four of the articles researched the racial behaviors of white preservice and in-service teachers. The other two research studies were conducted in public schools to explore white teachers' attitudes about their students of color. Five of the studies were conducted in the Northeastern United States, two of the studies were conducted in the South, two were conducted in the Midwest, and one was conducted in the Southwest. The findings from this meta-synthesis fall into seven core themes related to the racial behaviors of white preservice and in-service teachers in both online courses and brick and mortar classrooms: culturally relevant pedagogies, culturally responsive online instructional strategies, racism in education, nonracial teacher education programs, anti-racist behaviors in white teachers, anti-racist teaching strategies, nonracial instructional practices. Only one of the seven themes, anti-racist behaviors in white teachers, provide sufficient data to answer both research questions. The data provide convincing evidence that there are common themes in the racial behaviors of white anti-racist educators. The anti-racist and culturally responsive behaviors in white educators include the development of critical consciousness, the ability to engage in honest self-reflection, and self-identification as a social justice change agent and a global citizen. However, many white educators embrace nonracial discourse and colorblind ideology while supporting diversity, culturally responsive strategies, and multiculturalism in schools. These educators passively reject individual acts of racism but reject or ignore systemic racism in society, government, and education.
DOI: 10.17632/bck5zn8bdc.1
title: code

description: the code used in the article "The Clinical Prognostic Value of m5C RNA Methylation Regulators Is Found in Colon Cancer"
DOI: 10.17632/hnchbtnybs.1
title: A Simple Quantum Integro-Differential Solver (SQuIDS)

description: Simple Quantum Integro-Differential Solver (SQuIDS) is a C++ code designed to solve semi-analytically the evolution of a set of density matrices and scalar functions. This is done efficiently by expressing all operators in an SU(N) basis. SQuIDS provides a base class from which users can derive new classes to include new non-trivial terms from the right hand sides of density matrix equations. The code was designed in the context of solving neutrino oscillation problems, but can be applied to any problem that involves solving the quantum evolution of a collection of particles with Hilbert space of dimension up to six. The previous version of this program (AEXG_v1_0) may be found at https://doi.org/10.1016/j.cpc.2015.06.022.
DOI: 10.17632/cpk5289byn.1
title: Python scripts for the analysis of supreme audit institution decisions, using latent Dirichlet allocation (LDA)

description: The Python scripts are divided into three parts: - apply_method.ipynb uses developed functions to run LDA and analyse decisions in a Jupyter Notebook. These functions are found in the sai_data.py script. - sai_data.py - contains functions that can be adapted to analyse decisions from different audit institutions as well as different terms. - sai_collect.py script performs web crawling to retrieve the data from the Brazilian Supreme Audit Institution. File requirements.txt contains the necessary packages to run the scripts.
DOI: 10.17632/w7fzv2xd8w.1
title: EFFICACY OF MUSCLE ENERGY TECHNIQUE AND KINESIOTAPING IN ADDITION TO OTHER PHYSIOTHERAPEUTIC INTERVENTION IN PATIENTS WITH MECHANICAL SACROILIAC JOINT DYSFUNCTION- UNEQUIVALENT TWO GROUP PRE TEST POST TEST QUASI EXPERIMENTAL DESIGN

description: Background: Mechanical sacroiliac joint dysfunction (SIJD) defined as pain and stiffness along with restricted range of motion around the sacroiliac joint (SIJ) which is further transmitted to groin, thigh and sometimes lower limb. Aim: The aim of the study to compare the effectiveness of muscle energy technique (MET) and Kinesiotaping (KT) in addition to conventional physiotherapy (CP) in participants with mechanical sacroiliac joint dysfunction Methods: Total 30 individuals with mechanical SIJD (7 male and 23 female, BMI 25.2±2.6 Kg/meter2) with age group between 30 to 50 years were recruited in the present study. METCp group (Muscle energy technique with conventional physiotherapy) received 20 participants and KTCp group (Kinesiotaping with conventional physiotherapy) received 10 participants. Follow-up measurements were taken on baseline, after 2 weeks and after 4th weeks of intervention. PPT, HHD AND MODI these three variables were used as outcome measures. Results: Shapiro-wilk test was used for normality test as number of total participants less than 50. Mann-Whitney U test was used to compare the outcome measures between METCp group and KTCp group. Wilcoxon sign rank test and Friedman test were used within the groups. There was significant improvement in both the groups, but METCp group found to be more significant than KTCp group (P value&lt;0.0001). There was higher effect size among all variables in METCp group rather than KTCp group. Conclusion: Muscle energy technique and Kinesiotaping in addition with conventional physiotherapy is more effective by improving pain threshold, strength and functional performance in patients with mechanical SIJD Key wards: Athletic tape; Low back pain; Manipulation; Pelvic girdle pain; Orthotic tape; Muscle energy technique
DOI: 10.5281/zenodo.3890046
title: Sunspot Daily Dataset (without Missing Values)

description: This dataset contains a single very long daily time series of sunspot numbers from 1818-01-01 to 2020-05-31. The original dataset contains missing values and they have been simply replaced by zeros.
description: {"references": ["Sunspot, 2015. Sunspot number version 2.0: new data and conventions. URL http://www.sidc.be/silso/newdataset"]}
DOI: 10.17632/35b84yhwbd.1
title: 2018-2019 Comparison of Nontechnical Skills Grading Rubrics for OR In Situ Simulation for General Surgery and Ob/Gyn Residents Data

description: 2018-2019 Comparison of Nontechnical Skills Grading Rubrics for OR In Situ Simulation for General Surgery and Ob/Gyn Residents Data. This data consists of the Likert scale grading of participants in an in situ simulation for their confidence in handling an intraoperative PE and intraoperative anaphylactic shock as well as their knowledge of the TeamSTEPPS® rubric. Additionally, this data set contains survey data on their awareness of the crisis resources at our hospital, namely a crisis checklist and our safety fellow.
DOI: 10.17632/wx2yhpkt6z.1
title: Data used for HCopAM

description: Data of climate and hydrology used for HCopAM
DOI: 10.17632/t93f8ndvz4.1
title: RGGI Dataset

description: All datasets and code for "The Impact of Climate Policy on Fossil Fuel Consumption: Evidence from the Regional Greenhouse Gas Initiative(RGGI)" Stata Software required.
DOI: 10.17632/2mkcphprfr.1
title: The Effect of Arousal Caused by Spectators on Process and Outcome of Volleyball Service Skill

description: The Effect of Arousal Caused by Spectators on Process and Outcome of Volleyball Service Skill
DOI: 10.17632/kd3n5k784m.1
title: Collective ERK/Akt dynamics in epithelia

description: Experimental single-cell time series of ERK and Akt activity from fluorescent time lapse microscopy, and R/Python scripts required to reproduce the figures from the accompanying publication: Gagliardi et al. "Collective ERK/Akt activity waves orchestrate epithelial homeostasis by driving apoptosis-induced survival".
DOI: 10.17632/ytw3xvs8zf.2
title: : Combined Effect Of Transcranial Direct Current Electrical Stimulation And Transcutaneous Electrical Nerve Stimulation With Exercise Intervention On Pain In Cervical Radiculopathy

description: Background: Cervical radiculopathy is defined as a syndrome of pain and a sensory motor deficits due to compression of a cervical nerve root. Understanding of this disease is vital for rapid diagnosis and treatment of patients with this condition and improve there quality of life. There is no such therapeutic intervention is available to cure the pain and provide long . Purpose: To find combined transcranial direct electrical stimulation and transcutaneous electrical nerve stimulation with an exercise intervention on pain in individuals with cervical radiculopathy to provide a evidence on long lasting and current effect of intervention. Method: Subjects are selected on the study basis of inclusion criteria.. Firstly the pain, functional disability and Quality of life was measured by NPRS, NDI and nerve root involvement was assessed and defferencitated by ULTT. All the selected individuals (n=20) was be divided in two groups (1,2) In experimental group(1, n=11) active anodal tDCS (M1 area and supra orbital area) is applied for 20 min with an intensity of 2mA along with the active TENS over the pain distribution area for 20 min with 5 Hz intensity and 80-150 ms pulse duration followed by neck specific exercises. In control group(2, n=9) sham anodal tDCS was be used along with active TENS over the pain distribution area for 20 min with 5 Hz intensity and 80-150 ms pulse duration followed by neck specific exercises. This protocol was given for 5 days in a week for 2 weeks. And all the participants was assessed again by the outcome measures to check the effect of the intervention at the end of the session Result: Shapiro-wilk test was used to check the normality distribution as data is normally distributed. Paired t test was used for within group analysis and its shows the significant effect in both group. In Between group analysis group 1 (active tDCS) effect was more profound and the alternate hypothesis is proved. Conclusion: the result of the study had investigated the effect of active tDCS along with TENS and exercise intervention on pain, disability and quality of life patient with cervical radiculopathy. Study concluded that combined approach is more effective than using a single treatment technique.
DOI: 10.17632/vp5tsvmcd8.1
title: Effect of diaphragmatic breathing, respiratory muscle stretch gymnastic and conventional physiotherapy on chest expansion, pulmonary function and pain in patients with mechanical neck pain

description: Objective: To investigate the effect of diaphragmatic breathing (DB), respiratory muscles stretch gymnastics (RMSG) and conventional physiotherapy (TENS and Moist heat pack) on chest expansion, pulmonary function and pain in patients with mechanical neck pain. Methodology:35 patients of mechanical neck pain with age group of 18-35 years, lifetime non-smoker and non- alcoholics complaining of neck pain longer than 3 months with pain score of ≥3 were recruited in this study. They received diaphragmatic breathing, respiratory muscles stretch gymnastic and conventional physiotherapy for 6 days in a week for 2 weeks. The outcome measures: pulmonary function, chest expansion, pain and disability were assessed on baseline and after 2 weeks following the intervention. Results: There was significant improvement obtained in pulmonary function parameters (FEV1, FEV1/FVC, PEFR) and chest expansion variables at axillary, 4th intercostal space and at xiphoid level. The pain and disability scores also showed significant improvement in patients with mechanical neck pain .
DOI: 10.17632/ww3pf4763g.1
title: Anthropogenic Litter On Chicago Beaches

description: This data represents the anthropogenic litter (i.e., trash; AL) and coarse particulate organic matter (CPOM) collected on four Chicago, Lake Michigan beaches (Albion, Columbia, North Shore, and Pratt). Data was collected at two transects (pier-adjacent, non-pier adjacent), each with three habitats (upland, beach, strand line). As expected AL and CPOM density were positively related. The distribution pattern of AL and CPOM can be in part be attributed to wind and wave movement. The data presented shows the majority of AL found originated from beach activity rather than offshore activity. With a better understanding of how AL accumulates on beaches, cleanup strategies can be improved to reduce AL pollution.
DOI: 10.17632/jfrdpnb945.2
title: Benchmark for SHACL Performance in Knowledge Bases

description: Benchmark for SHACL Performance in Knowledge Bases. The data contains: - the file with the 58 SHACL shapes, - the bigger N-Quads files are segments of the Tyrolean Knowledge Graph, containing 30 million, as well as 23,325,924 quads, - the smaller N-Quads file is a segment of the other file that contains exactly 1 million quads. We use this one for our evaluation with the benchmark.
DOI: 10.17632/t2ff3djhb3.1
title: A field experiment on dishonesty: A registered replication of Azar et al. (2013)

description: This is a dataset from the registered replication of a field experiment on dishonesty by Azar et al. (2013). The study was conducted on a sample of 219 customers of two Czech restaurants.
DOI: 10.17632/55j958jhp9.1
title: Effectiveness of institution based rehabilitation protocol in patients with Parkinson Disease to improve Quality of Life

description: Background: Parkinson disease (PD) is the second most common neurodegenerative disease after Alzheimer’s disease. Purpose: To establish effectiveness of IRQoL-PD in comparison with control group treatment protocol to enhance the quality of life in patients with Parkinson’s disease. Methods: A single centered, non equivalent pre-test post-test control group design was done with 32 participants suffering from PD with age group between 35-80 yrs who were randomly assigned into two groups. Intervention with IRQoL-PD protocol was given in experimental group for 5 weeks. In control group, patients were on medications prescribed by their respective neurologists along with home exercise. Outcome measure: UPDRS and Hoehn and Yahr scale as outcome measures. Result: It showed that there was significant improvement in primary outcome measure i.e. UPDRS with p - value = 0.008 but secondary outcome measure i.e Hoehn and Yahr Scale didn’t show any significant difference (p-value = 0.312) between the experimental and control groups. Conclusion: Institution based Rehabilitation protocol to improve Quality of life in patients with Parkinson’s Disease (IRQoL-PD) can be used effectively so that the patients can be benefitted globally and thus delaying the progression of disease in comparison to the conventional treatment of medications and home exercise program which proves to be insignificant when compared with the above rehabilitation protocol.
DOI: 10.17632/4jg3nnfbkv.1
title: Learning Transfer Study dataset

description: Learning Transfer in Calculus Learning
DOI: 10.17632/fx5rj67yxb.2
title: Payunia DEM paper

description: Raw data
DOI: 10.5281/zenodo.3890072
title: Test Pretrained models for Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features

description: Test description
DOI: 10.5281/zenodo.3890071
title: Test Pretrained models for Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features

description: Test description
DOI: 10.5258/soton/d1411
title: SBM flow statistics over a grit-blasted surface

description: Data created and presented by F. Alves Portela and N. D. Sandham, "A DNS/URANS approach for simulating rough-wall turbulent flows". International Journal of Heat and Fluid Flow. 2020 (doi: 10.​1016/​j.​ijheatfluidflow.​2020.​108627) as well as height maps of the two surfaces considered.
DOI: 10.21227/h2yp-r475
title: Experimental data of mid-air imaging simulation using ray tracing

description: To improve reproductivity of our papar, we would upload experimental data and resources of evaluations.
DOI: 10.21227/h4zz-av07
title: Experimental data of mid-air imaging simulation using ray tracing

description: To improve reproductivity of our papar, we would upload experimental data and resources of evaluations.
DOI: 10.5281/zenodo.2575598
title: The Global Long-term Microwave Vegetation Optical Depth Climate Archive VODCA

description: <strong>Related paper containing detailed description</strong>: <strong>Moesinger et al. (2020)</strong> Vegetation optical depth (VOD) describes the attenuation of radiation by plants. VOD a function of frequency as well as vegetation water content, and by extension biomass. VOD has many possible applications in studies of the biosphere, such as biomass monitoring, drought monitoring, phenology analyzes or fire risk management. We merged VOD observations from various spaceborne sensors (SSM/I, TMI, AMSR-E, AMSR2, WindSat) to create global long-term vod time series. Prior to aggregation the data has been rescaled to AMSR-E, removing systematic differences between them. There is a product for C-band (~6.9 GHz, 2002 - 2018), X-band (10.7 GHz, 1997 - 2018) and Ku-band (~19 GHz, 1987 - 2017). The data is global sampled on a regular 0.25 degrees grid. Each product is available as daily global netcdf4 files. Currently there is an issue with opening the file using ESA SNAP. As an alternative Panoply can be used to quickly visualize the data. An update of VODCA, addressing this issue and potentially including an extension of the dataset, is foreseen to be published on Zenodo early 2020. <strong>Please contact us if you have any questions, problems or suggestions for improvement!</strong> <strong>Files:</strong> "VODCA_C-band_2002-2018_v01.0.0.zip" (unzipped size: ~140 GB): VODCA C-band files, sorted into yearly folders "VODCA_X-band_1997-2018_v01.0.0.zip" (unzipped size: ~180 GB): VODCA X-band files, sorted into yearly folders "VODCA_Ku-band_1987-2017_v01.0.0.zip" (unzipped size: ~270 GB) : VODCA Ku-band files, sorted into yearly folders "vodca_v01-0_K-band_2007-06-01.nc" sample file of the Ku-band product "ESA-CCI-SOILMOISTURE-LAND_AND_RAINFOREST_MASK-fv04.2.nc" Contains a global land mask, VODCA only has data for land locations. Source: https://github.com/TUW-GEO/smecv-grid <strong>Variables of data in VODCA files:</strong> "VOD": Unitless, Vegetation Optical Depth of the respective band "sensor_flag": Bit-flag indicating which sensors contributed to each observation. Values: 1 = AMSR-E 2 = AMSR2 3 = SSM/I F8 4 = SSM/I F11 5 = SSM/I F13 6 = TMI 7 = WindSat "processing_flag": Bit-flag indicating irregularities during processing affecting the quality of the observations Values: 0 = Everything is fine 10 = AMSR-2 7.3 GHz band is used instead of 6.9 GHz 11 = Sensor is scaled to matched TMI instead of AMSR-E 12 = Sensor scaled without temporally overlapping observations "time"/"lon"/"lat": Dimensions of the data.