cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tbsptgcsnm.1
title: Mineral and isotopic data of ooids collected form western Qaidam Basin, Tibetan Plateau

description: This database includes the mineral analysis and the isotopic analysis of the three ooid samples. By measuring the Th and U isotopes, we also get the ages of the carbonate samples. The XRD, EMPA and Raman spectrum indicating a dolomitic ooid layer formed at 293 ± 4 kyr and cemented by gypsum at 266 ± 3 kyr, an aragonitic ooid layer formed at 163 ± 1 kyr and cemented by halite at 111 ± 0.8 kyr, and another aragonitic ooid layer formed at 38 ± 0.5 kyr and cemented by gypsum at 23 ± 0.3 kyr. The stable carbon and oxygen isotopes indicate an inorganic evaporation environment during the forming stages of the ooids. The Raman spectrum of the extraction from the three ooid samples show the appearance of a cyanobacterial sunscreen pigment, scytonemin.
DOI: 10.5281/zenodo.3250214
title: Redwood Connectivity Case Study

description: Data and code for the Redwood Case Study that accompanies "Apps can help bridge restoration science and practice", by Sperry, Shaw, and Sullivan (2019) in Restoration Ecology.
DOI: 10.5281/zenodo.3250215
title: Redwood Connectivity Case Study

description: Data and code for the Redwood Case Study that accompanies "Apps can help bridge restoration science and practice", by Sperry, Shaw, and Sullivan (2019) in Restoration Ecology.
DOI: 10.17632/d4mfknj2gk.1
title: Results of CEOF and meteorological data

description: The CEOFs were calculated from the hourly ground-level O3 and sea level pressure (SLP) in summer from 2015-2017.
DOI: 10.17632/fttj9mcw2h.1
title: Resettled laborers in the Inka empire: A comparative study

description: This is a comparative study of the household economies of temporarily and permanently resettled laborers (called mitmaqkuna and yanakuna, respectively) from the South American Inka empire (circa 1400-1530s). Hu's research at Yanawilka in the Vilcas Huaman province and Quave's research at Cheqoq in Maras, Cusco lend insight into the daily lives, wealth, and acculturation of marginalized populations within the Inka imperial domain.
DOI: 10.17632/hbrxc5prtk.1
title: Computations and Data CVETKOVIC

description: Mathematica notebook with code for computations and data.
DOI: 10.17632/fttj9mcw2h.2
title: Resettled laborers in the Inka empire: A comparative study

description: This is a comparative study of the household economies of resettled laborers working for the state and the nobility (called mitmaqkuna and yanakuna, respectively) from the South American Inka empire (circa 1400-1530s). Hu's research at Yanawilka in the Vilcas Huaman province and Quave's research at Cheqoq in Maras, Cusco lend insight into the daily lives, wealth, and acculturation of marginalized populations within the Inka imperial domain.
DOI: 10.17632/5k7xtf582g.1
title: International Collegiate Programming Contest data 2012-2018

description: The data consists of a collection of ICPC programming competition results. It contains information about teams and their scores for the problems that were posed to them and which they (tried to) solve. This dataset covers the ICPC competitions of Europe, Latin-America, South Pacific, World Finals, and some of the North American competitions from 2012 up till 2018. The data is divided by topic for easy extraction and/or combination of desired information. In this context, an Entry represents a team and all its information, which has entered in a (single) competition. This also includes the team’s final rank for that competition, their final score, consisting of the number of problems solved, and total time taken. This is the time elapsed from the beginning of a contest till the first accepted submission of a problem, accumulated for each problem, including a penalty for every additional attempt. Note that, in contrast to the team information normally present in the public ICPC data, team names are included in this dataset but cannot be assumed to be completely identical, as the data of the original sources were often not the same as the official ICPC data. A competition stores some meta-information, such as its region, the years it was held (i.e. the years that are present in the data) and the size of the problem set for each year. Finally, a solution represents all input from a single team for a single problem, where the ‘attempts’ are the number of times a team tried to solve a problem and the time is the total time it took to solve. This means that, if no time and only a number of attempts is present, a team did not solve that problem, and if no entry exists for a combination of a team and problem, that particular team has made no attempts on that problem. All five entities described are separate files in the dataset, which can be combined using the corresponding identifiers.
DOI: 10.5066/p9qlwsbs
title: Electrical conductivity, pH, and dissolved oxygen time-series data generated from the short-term precision experiment and the long-term field precision analysis to characterize water-quality sondes for the Guidelines and Standard Procedures for High-Frequency Groundwater-Quality Monitoring Station Techniques and Methods Report

description: These data sets are the electrical conductivity, pH, and dissolved oxygen time-series data generated from the short-term precision experiment and the long-term field precision analysis to characterize three commonly used water-quality sondes for the Guidelines and Standard Procedures for High-Frequency Groundwater-Quality Monitoring Station Techniques and Methods Report.
DOI: 10.17632/h5hnc3v8d6.1
title: VR study exp 2 phase I and II data analysis

description: The aim of this study was to compare a virtual reality (VR) training program to a standard surgical guide training program (SG) for a simulated tibial shaft intramedullary nail (IMN) procedure. 20-first and second-year novice medical students were recruited and randomized to VR(n=10) and SG(n=10) training groups. Participants were then evaluated by a blinded attending surgeon performing simulated tibial IMN procedure immediately after training (Phase-1) and again 2-weeks later (Phase-2) using a procedure-specific checklist and 5-point global assessment scale. Phase-1 was completed by all participants; 17 participants returned to complete Phase-2 VR(n=8), SG(n=9). Global assessment scores were significantly higher for VR than SG groups in all categories and in aggregate (p=0.003), as were the percentage of steps completed correctly (63% vs. 25%, p=0.002). The VR group showed a higher percent improvement in global assessment scores between Phase-1 and Phase-2 of the experiment, which was significant for knowledge of instruments (50% vs. 11%, p=0.01). All statistical analysis was performed using GraphPad Prism Statistics / Data Analysis software (GraphPad Software Inc., La Jolla, CA) using non-parametric tests. The performance of the Surgical Guide and Virtual Reality groups were compared using the Mann-Whitney U test for each section of the Global Assessment 5-Point Rating Scale and Fischer’s Exact test for the number of students able to complete each step of the Procedure-Specific Checklist. A p-value &lt; 0.05 was considered statistically significant.
DOI: 10.17632/h62v8nv8ck.1
title: WAXD and SAXS of P3HB fibers and WAXD of COP/THV bicomponent and coPA fibers

description: Wide-angle and small-angle x-ray scattering images from P3HB fibers under tensile loading. Wide-angle and small-angle x-ray scattering images of COP/THV bicomponent and coPA fibers.
DOI: 10.17632/255hrzvkrf.1
title: Data for: Review on Interactions Between Hydraulic Fractures and Natural Fractures

description: This data is associated with key findings and analysis of interactions between hydraulic fracture and natural fractures from 1963 to 2019.
DOI: 10.17632/43w7bxky47.1
title: Regional Convergence and Structural Change in US Housing Markets

description: This is the data used for the paper "Regional Convergence and Structural Change in US Housing Markets", which examines how convergent home prices are between the nine US Census Regions. Overall, the housing markets of the US are not convergent. There is evidence that high-priced regions, such as New England and the West Coast became more convergent with each other and less convergent with other regions starting in the early to middle 1980s, which were a time of change in housing finance.
DOI: 10.17632/gswfx544cs.1
title: Static Compression Tests on SEBS Soft Tissue Simulants

description: Static compression tests on SEBS soft tissue simulants (10%, 15%, and 20% G1650, and G1652 SEBS in mineral oil) at 3 strain rates of 0.001/s, 0.01/s, and 0.1/s. The excel files are data for stress (second column in MPa), and strain (first column).
DOI: 10.17632/gswfx544cs.2
title: Static Compression Tests on SEBS Soft Tissue Simulants

description: Static compression tests on SEBS soft tissue simulants (10%, 15%, and 20% G1650, and G1652 SEBS in mineral oil) at 3 strain rates of 0.001/s, 0.01/s, and 0.1/s. The excel files are data for stress (second column in MPa), and strain (first column).
DOI: 10.17632/gswfx544cs.3
title: Static Compression Tests on SEBS Soft Tissue Simulants

description: Static compression tests on SEBS soft tissue simulants (10%, 15%, and 20% G1650, and G1652 SEBS in mineral oil) at 3 strain rates of 0.001/s, 0.01/s, and 0.1/s. The excel files are data for stress (second column in MPa), and strain (first column).
DOI: 10.17632/k2prx886jz.1
title: Geotechnical data synthesis for GIS-based fault zone analysis: Geodatabase, downtown San Diego, CA

description: Includes an ESRI ArcMap project (created with version 10.2.2) with geotechnical data from the downtown San Diego region. Data include CPT logs, boring logs, trench logs, cross section logs, hand auger logs, seismic logs, and test pit logs. The 268 reports included in the study yielded a total of 2,020 georeferenced data points. These data points are made up of five seismic lines, six hand auger locations, 54 test pit locations, 189 cross section locations, 290 CPT locations, 554 trench locations, and 922 boring locations. Data were used to map fault zones and assign hazard classification. For full description of project contents see the included metadata file. For a full description of the project methods, results, and discussion please see: Weidman, L. C., 2017, Assessing the Rose Canyon fault zone architecture, downtown San Diego, California: Geotechnical data synthesis [M.S. Thesis], San Diego State University, 70 p. and Weidman, L., Maloney, J., Rockwell, T., 2019, Geotechnical data synthesis for GIS-based analysis of fault zone geometry and hazard in an urban environment, Geosphere, v. 15, doi: 10.1130/GES02098.1
DOI: 10.17632/4nt4t3zs8f.1
title: A Virtual Reality Paradigm to assess Episodic Memory: Six different Maps and Schemes for Behavioral Assessment.

description: In this data-set, we provide a virtual reality task based on Unity3D/C# to assess episodic memory in a real-world miming scenario -i.e. walking through a virtual town. Participants may be instructed to walk through the virtual town in a self-paced manner (using arrow buttons) and to memorize items placed along the track through the map. After completing the track, participants may be instructed to recollect the items. The data-set includes an evaluation scheme to assess the participants performance based on five different scales: 1) What (the item i.e. "horse"), Detail (i.e. " was brown"), Where (Was the item located in the beginning/middle/end of the track?), Allocentrism ( attention to other items nearby: "Right beside the horse there was a man standing"), Egocentrism (orientation on the track: "Did you turn left or right after passing the item?) . Includes: 1. A training town for the instruction of the task and getting used to the navigation. 2. Six different virtual towns. 3. Evaluation schemes for behavioral assessment.
DOI: 10.17632/msvjxfh7nh.1
title: Split-Hopkinson Pressure Bar SHPB tests on SEBS Soft Tissue Simulants

description: High strain rate Split-Hopkinson Pressure Bar Tests on 10%, 15%, and 20% G1650, and G1652 SEBS in mineral oil soft tissue simulants. The excel files provide the stress-strain data with the first column being the strain, and the second column being the stress data MPa.
DOI: 10.17632/5hrrjww3xc.1
title: Regulation of co-transcriptional pre-mRNA splicing by m6A through the low-complexity protein hnRNPG. Zhou KI, Shi H, et al.
DOI: 10.17632/pm5f2v32p5.1
title: Experimental and Numerical Investigation of Flexural Behavior of Hat Sectioned Aluminum/Carbon Fiber Reinforced Mixed Material Composite Beam
DOI: 10.17632/prfxg9cbrx.1
title: RKPM2D: An Open-Source Implementation of Nodally Integrated Reproducing Kernel Particle Method for Solving Partial Differential Equations

description: The implemented RKPM2D program is a two-dimensional RKPM-based code developed for the static analysis of two-dimensional linear elasticity problems. The code is developed based on Reproducing Kernel Particle Method (RKPM) with the following features. (1) User-friendly MATLAB program for straightforward meshfree analysis and easy implementation and modification for new functionalities. (2) Subroutine for discretization of two-dimensional domains of arbitrary geometry and nodal representative domain creation through Voronoi diagram partitioning. (3) A complete meshfree Galerkin equation solver with two types of domain integration: stabilized nodal integration, and conventional background Gauss integration. (4) Built-in visualization tools for post-processing of the numerical results. The RKPM2D code is implemented under a MATLAB environment with pre-processing, solver, and post-processing functions fully integrated for supporting reproducible research and serving as an efficient test platform for further development of meshfree methods. Both the MATLAB built-in mesh generator and standard neutral files exported by other mesh generators can be used to obtain the point-based domain discretization for meshfree analysis. A meshfree Galerkin equation solver for 2-dimensional elastostatics, and visualization tools for post-processing are provided. Nitsche’s method is adopted for imposition of essential boundary conditions. Spatial domain integration techniques implemented in the code include the Gauss Integration (GI), the Direct Nodal Integration (DNI), and the Stabilized Conforming Nodal Integration (SCNI). For nodal integration, two different types of stabilization methods are implemented in RKPM2D, including the Modified Stabilized Conforming Nodal Integration (MSCNI) and the Naturally Stabilized Nodal Integration (NSNI).
DOI: 10.17632/rctj5ctrvp.2
title: Field data on Vegetation Structure and Effects of Human Use of the Dambos Ecosystem in Northern Mozambique

description: The available raw data is in excel spreadsheet and is related to the original research article entitled "Vegetation Structure and Effects of Human Use of the Dambos Ecosystem in Northern Mozambique" that was published in Global Ecology and Conservation Journal: https://doi.org/10.1016/j.gecco.2019.e00704. And the data in brief article, entitled "Field data on Vegetation Structure and Effects of Human Use of the Dambos Ecosystem in Northern Mozambique". The woody and grass vegetation was inventoried in the dambos wetlands of the Niassa National Reserve (NNR), the largest Protected Area (PA) in Mozambique and the third largest in Africa. The six dambos assessed were selected through Google Earth, MODIS satellite images and exploratory field visits. Raw data in an Excel spreadsheet provided, includes woods tree, grass data and its cods of the headings on the first, second and third sheets respectively. In the column headings (from left to right), are given the number of the assessed dambo, number of transect, direction of the assessment within the dambos (right and left), name of the species and the family, and total height (h). This information is the same for both woody and grass vegetation. Additional information provided specifically for woody vegetation includes diameter at breast height (dbh) of all trees with a dbh over 5 cm or basal diameter (D) for all trees under 5 cm of the dbh.
DOI: 10.17632/tp4gkjfvpp.1
title: Foraging set-size experiment data

description: Foraging set-size experiment data
DOI: 10.17632/njc2p6gvmc.1
title: Data for: Forgetting Cues are Ineffective in Promoting Forgetting in the Item-Method Directed Forgetting Paradigm
DOI: 10.17632/njc2p6gvmc.2
title: Data for: Forgetting Cues are Ineffective in Promoting Forgetting in the Item-Method Directed Forgetting Paradigm
DOI: 10.5281/zenodo.3352348
title: Supervised learning is an accurate method for network-based gene classification - Data

description: This file contains the data that was used in the paper titled "Supervised learning is an accurate method for network-based gene classification" (https://doi.org/10.1093/bioinformatics/btaa150). Some data was excluded if the license was not permissive enough.
description: In this version hidden files were removed.
DOI: 10.17632/2275fmvdzc.1
title: A comparison of numerical approaches to the solution of the time-dependent Schrödinger equation in one dimension

description: We present a simple, one-dimensional model of an atom exposed to a time-dependent intense, short-pulse EM field with the objective of teaching undergraduates how to apply various numerical methods to study the behavior of this system as it evolves in time using several time propagation schemes. In this model, the exact Coulomb potential is replaced by a soft-core interaction to avoid the singularity at the origin. While the model has some drawbacks, it has been shown to be a reasonable representation of what occurs in the fully three-dimensional hydrogen atom. The model can be used as a tool to train undergraduate physics majors in the art of computation and software development.
DOI: 10.17632/3tfh8g8kpd.2
title: Using Eye-tracking Technology to Identify Visualizers and Verbalizers- a quasi-experiment

description: This is an eye-tracking experiment to investigate whether visualizers and verbalizers present different eye-movement patterns in viewing documents with different arrangements of images and text. Combined with the questionnaire and interview approach, the current study explored the accuracy of using eye-tracking technology to identify visualizers and verbalizers, as well as possible factors contributing to different levels of accuracy.
DOI: 10.17632/cvbrftzfy5.1
title: BO: A unified tool for plasma waves and instabilities analysis

description: A unified numerically solvable framework for dispersion relations with an arbitrary number of species drifting at arbitrary directions and with Krook collision is derived for linear uniform/homogenous kinetic plasma, which greatly extended the standard one Stix (1992). The purpose of this work is to provide a kinetic plasma dispersion relation tool not only the physical model but also the numerical approach be as general/powerful as possible. As a very general application example, we give the final dispersion relations which assume further the equilibrium distribution function be bi-Maxwellian and including parallel drift, two directions of perpendicular drift (i.e., drift across magnetic field), ring beam and loss-cone. Both the electromagnetic and electrostatic versions are provided, with also the Darwin (a.k.a., magnetoinductive or magnetostatic) version. The species can be treated either magnetized or unmagnetized. Later, the equations are transformed to the matrix form be solvable by using the powerful matrix algorithm (Xie and Xiao, 2016), which is the first approach can give all the important solutions of a linear kinetic plasma system without requiring initial guess for root finding and thus can be extremely useful to the community. To the best of our knowledge, the present model is the most comprehensive one in literature for the distribution function constructed bases on Maxwellian, which thus can be applied widely for study waves and instabilities in space, astrophysics, fusion and laser plasma. We limit the present work to non-relativistic case.
DOI: 10.6073/pasta/4f4b87626c00e4c6c6fc6c59ae5d3f36
title: McMurdo Dry Valleys LTER - High frequency measurements from Commonwealth Glacier Meteorological Station (COHM) - Taylor Valley, Antarctica - 1993 to present

description: As part of the McMurdo Dry Valleys Long Term Ecological Research program (MCM LTER), meteorological data are collected from various locations throughout the McMurdo Dry Valleys of Antarctica. This package contains 15-minute data from the Commonwealth Glacier Meteorological Station (COHM), located in Taylor Valley. COHM was established in 1993, during the 93/94 field season.
DOI: 10.17632/3m439mbrmm.1
title: Investigating intergroup attitudes in Europe

description: This dataset is part of a multidisciplinary project that investigates the relationship between attitudes of the adult population towards ‘newcomers’, and news media consumption and trust in Belgium, France, the Netherlands, and Sweden in 2017 (N = 6,000). These countries were chosen for their response to the 2015 refugee crisis in Europe, with each country having a different media context. We ran an online survey which included questions on socio-demographic characteristics, attitudinal indicators, and information on news media consumption and trust. The data are representative for age and gender in each country and can be of interest for researchers who wish to explore dynamics of attitude formation, particularly with regards to the role of news media, in the wake of the 2015 refugee crisis in Europe.
DOI: 10.17632/3m439mbrmm.2
title: Investigating intergroup attitudes in Europe

description: This dataset is part of a multidisciplinary project that investigates the relationship between attitudes of the adult population towards ‘newcomers’, and news media consumption and trust in Belgium, France, the Netherlands, and Sweden in 2017 (N = 6,000). These countries were chosen for their response to the 2015 refugee crisis in Europe, with each country having a different media context. We ran an online survey which included questions on socio-demographic characteristics, attitudinal indicators, and information on news media consumption and trust. The data are representative for age and gender in each country and can be of interest for researchers who wish to explore dynamics of attitude formation, particularly with regards to the role of news media, in the wake of the 2015 refugee crisis in Europe.
DOI: 10.17632/m36ync4yjs.2
title: Auger K-MM transition energies of elements 18 ≤ Z ≤ 100

description: The present Tables (A, B, C and D) deal with the study of Auger transitions energies for elements within the atomic range 18 ≤ Z ≤ 100.
DOI: 10.17632/m36ync4yjs.3
title: Auger K-MM transition energies of elements 18 ≤ Z ≤ 100

description: The present Tables (A, B, C, D and E) deal with the study of Auger transitions energies for elements within the atomic range 18 ≤ Z ≤ 100.
DOI: 10.17632/2gx8gns4j4.1
title: Saints vs Sinners

description: ETFs returns
DOI: 10.17632/2hb2vk89r6.1
title: Data set for: Scaling up Lending at the Multi-Lateral Development Banks: Benefits and Costs of Expanding and Optimizing Balance Sheet

description: Two excel files 1) estimates the lending headroom 2) estimates the borrowing cost
DOI: 10.17632/3jnn876my4.3
title: Bovine carcasses Uruguay

description: Data set containing data of 30,151 bovine carcasses slaughtered in one abattoir in Uruguay in 2016; statistical analyses were carried out to test the hypothesis if the effect of fasciolosis on carcass weight differs depending on the age ranges (variable "age_teeth") and to evaluate the effects of liver fluke on carcass conformation and fat scores.