cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7302/qtm5-2z44
title: Large-eddy simulation (LES) model simulations

description: Case 2 of Li et al. (2016) LES simulations for the DISCOVER-AQ 11 campaign, including three different grid resolutions (96, 197 and 320 grid cell resolutions), plus simulations at the 192 grid resolution with and without aqueous chemistry
description: Large-eddy simulation (LES) with MOZART chemical mechanism plus aqueous chemistry, with variable resolutions and chemistry mechanisms
DOI: 10.7302/z2gh9g49
title: Model outputs for "Multi-species and multi-fluid MHD approaches for the study of ionospheric escape at Mars"

description: The data corresponds to outputs from the Mars Global Ionosphere Thermosphere Model (M-GITM), the multi-species magnetohydrodynamics (MS-MHD) and multi-fluid magnetohydrodynamics (MF-MHD) codes used during the study presented in "Multi-species and multi-fluid MHD approaches for the study of ionospheric escape at Mars" by Regoli et al.; Dataset citation:

 Regoli, L.H. (2018).  Model outputs for "Multi-species and multi-fluid MHD approaches for the study of 
 ionospheric escape at Mars" [Data set]. University of Michigan Deep Blue Data Repository. https://doi.org/10.7302/Z2GH9G49
description: Data produced by three computational models run on NASA's Pleiades supercomputer.
DOI: 10.7302/955e-0877
title: Household survey about water use perceptions and behaviors for use in Bangladesh

description: A household survey was developed to capture household perceptions and behaviors around drinking water use. It consisted of several modules: key informant and household demographics, household assets and consumption, water use behaviors in the dry season, water use behaviors during the rest of the year, and water supply maintenance and repair. Intervention and safe water device surveys were also developed; the household and intervention surveys were administered via Qualtrics.;This record consists of several survey instruments, exported where appropriate from Qualtrics into PDF and .qsf. 
description: For the Household survey, administrators were recruited locally in the study area  by Asia Arsenic Network personnel. The study team devoted several days to train survey administrators, first in a classroom setting and
later in the field conducting practice surveys. 
The survey script was translated from English to Bangla by Asia Arsenic Network personnel. Survey administrators used this Bangla script to administer surveys. Survey data were recorded on electronic tablets using the Qualtrics survey platform.
description: As a quality control measure, audio recordings of all household surveys were made and the study team randomly checked ~5% of these recordings against the data entered. Households were surveyed uniformly across both unions by visiting every 10th household in Phulsara and every 12th household in Goga between May 2016 and September 2016. In this way, 1,177 household surveys were collected. Of these, 276 were discounted due to data completeness and quality issues. In total, 901 surveys were included for final analysis – 465 in Goga union and 436 in Phulsara union.
description: Trained staff members from Asia Arsenic Network (Jessore, Bangladesh) evaluated community safe water infrastructure in Phusara and Goga unions. This evaluation was performed
by visiting all designated community water supply points in the study area. The safe water device survey included 1) recording GPS location, 2) performing a physical inspection and evaluating functional status of the system, 3) speaking with a user (when possible, the designated caretaker) to determine user issues, if any, and 4) collecting a water sample for subsequent laboratory analysis
DOI: 10.7302/dpv8-4r68
title: Data for "The Coda of the Transient Response in a Sensitive Cochlea"

description: In a sensitive cochlea, the basilar membrane response to transient excitation of any kind--normal acoustic or artificial intracochlear excitation--consists of not only a primary impulse but also a coda of delayed secondary responses with varying amplitudes but similar spectral content around the characteristic frequency of the measurement location. The coda, sometimes referred to as echoes or ringing, has been described as a form of local, short term memory which may influence the ability of the auditory system to detect gaps in an acoustic stimulus such as speech. Depending on the individual cochlea, the temporal gap between the primary impulse and the following coda ranges from once to thrice the group delay of the primary impulse (the group delay of the primary impulse is on the order of a few hundred microseconds). The coda is physiologically vulnerable, disappearing when the cochlea is compromised even slightly. The multicomponent sensitive response is not yet completely understood.  We use a physiologically-based, mathematical model to investigate (i) the generation of the primary impulse response and the dependence of the group delay on the various stimulation methods, (ii) the effect of spatial perturbations in the properties of mechanically sensitive ion channels on the generation and separation of delayed secondary responses. The model suggests that the presence of the secondary responses depends on the wavenumber content of a perturbation and the activity level of the cochlea. In addition, the model shows that the varying temporal gaps between adjacent coda seen in experiments depend on the individual profiles of perturbations. Implications for non-invasive cochlear diagnosis are also discussed.
description: We used a finite element approximation of a physiologically-based, mechano-electro-acoustical model for a gerbil cochlea to simulate the response of the cochlea to internal and normal external stimulation.
DOI: 10.7302/9c2f-gr80
title: Dataset derived from 2014 National Hospital Ambulatory Care Survey - Emergency Department

description: NHAMCS is an annual survey of emergency department visits.;SAS programs are required to read this data.
description: We downloaded source data from the 2014 National Hospital Ambulatory Medical Care Survey (NHAMCS) - Emergency Department from the public use datafile at the CDC website (https://www.cdc.gov/nchs/ahcd/datasets_documentation_related.htm). We then converted into SAS format.
DOI: 10.7302/q87q-k740
title: Ganymede simulation with MHD-EPIC model

description: The outputs include the steady state solutions for all Galileo flybys, the particle information for plotting the distribution functions near the reconnection site, the particle and field data for mapping the energetic flux densities, and 3D files for visualizing the whole simulation domain. More details can be found in Readme.txt.

description: This data set contains the outputs of simulations of Ganymede's magnetosphere from the Space Weather Modeling Framework (SWMF) using MHD-EPIC model. Details can be found in the paper: Embedded Kinetic Simulation of Ganymede's Magnetosphere: Improvements and Inferences, Zhou et.al, JGR 2019.
DOI: 10.7302/z2rx998n
title: Maternal and Infant Survival Study (MISS) Interviews with Health Care Providers in Ghana about Neonatal Near-Misses

description: Data reflect the knowledge, attitudes, and beliefs of health care providers regarding neonatal near-misses in Neonatal Intensive Care Units (NICUs) in southern Ghana.
description: All data were gathered via face-to-face interviews in Ghana during Summer 2015 with nurses and doctors in Neonatal Intensive Care Units at the three teaching hospitals in southern Ghana. All interviews were audio recorded and transcribed verbatim into microsoft word. The enclosed data reflects de-identified interviews.
DOI: 10.7302/6q48-dk51
title: Paleoclimate simulations of South America during the early Eocene and middle Miocene

description: In this study, the state-of-the-art isotope-enable global climate model (iCESM1.2) simulations of the middle Miocene and the early Eocene and Cenomanian were used to comprehensively investigate the climate forcing of paleogeography, Andean paleoelevation, global pCO2, and vegetation on the South American continent. 
description: The dataset was produced using the water isotope-enabled Community Earth System Model version 1.2 (iCESM1.2) [Brady et al., 2019], which incorporates water isotopes in all major components of the model: atmosphere, land, river, ocean, and ice. The simulations used the previously published versions of the middle Miocene (~15 Ma) (topography, bathymetry, vegetation, and ice sheet boundary conditions described in Herold et al., [2011], and Goldner et al., [2014], the early Eocene (~55 Ma) [Huber and Caballero, 2011
description: Zhu et al., 2019], and middle Cretaceous [Ladant et al., 2020].
DOI: 10.7302/z2rj4gqv
title: Student Writing Eportfolio: "Jenna's" Gateway

description: This eportfolio was created for the Gateway course of the Sweetland Minor in Writing to provide an opportunity for students to reflect on their growing identities as writers, as captured in their text-based and multimodal compositions produced over the Gateway semester. The title of the work contains the pseudonym created for the study while the creator field lists the student's given name to allow proper attribution for their work. The eportfolio is collected here as an artifact in the Sweetland Writing Development Study, which has been published as Developing Writers in Higher Education: A Longitudinal Study (University of Michigan Press, 2019). To learn more about this study, please see the epublication: https://doi.org/10.3998/mpub.10079890), and to learn more about the Minor in Writing program and the eportfolio prompts, please see Appendix 2a (https://doi.org/10.3998/mpub.10079890.cmp.1) to the publication.
description: This link will download a zipped folder of files created with SiteSucker, “a Macintosh application that automatically downloads websites from the Internet. It does this by asynchronously copying the site's webpages, images, PDFs, style sheets, and other files to your local hard drive, duplicating the site's directory structure” (SiteSucker Manual - https://ricks-apps.com/osx/sitesucker/archive/2.x/2.6.x/2.6/manuals/en/pgs/Overview.html). 

To open the eportfolio website compressed in this zipped folder, you will need to double-click on the subfolder titledfirstnamelastname.wordpress.com (e.g., kaylacockrum.wordpress.com), and then double-click on the file titled index.html. Opening this file will launch a browser window showing the eportfolio home page, and from there you will be able to navigate the eportfolio website offline. Because this site is offline, external links to online urls will not function. (Please note that SiteSucker is not compatible with the Chrome browser, and should be opened using Firefox or Safari browsers.)
DOI: 10.7302/z2st7mr5
title: Equilibrium configurations of hard polygons near the melting transition

description: This dataset was generated for our work "Shape and symmetry determine two-dimensional melting transitions of hard regular polygons". The dataset includes simulation results for 13 different polygons (equilateral triangles through regular tetradecagons and the 4-fold pentille) at a variety of packing fractions near the isotropic fluid to solid phase transition. Each trajectory contains the final 4 frames of each simulation run we conducted at system sizes of over one million particles.
For each shape, there is a JSON file that describes the vertices of the polygon and a number of simulation trajectory files in GSD (https://bitbucket.org/glotzer/gsd) format. The trajectory files contain the positions and orientations of all the polygons at each frame, along with the simulation box size. The trajectory file names identify the packing fraction of that simulation run.
description: We produced this data using hard particle Monte Carlo simulations at constant area. We executed simulations using HOOMD-blue versions 1.0 through 2.0 on the Oak Ridge Leadership Computing Facility Titan supercomputer.
DOI: 10.7302/9gp8-kx76
title: Impacts of Lower Thermospheric Atomic Oxygen and Dynamics on Thermospheric Semiannual Oscillation using GITM and WACCM-X

description: This research aims to understand the influence of lower thermospheric atomic oxygen ([O]) and dynamics on the thermospheric Semi Annual Oscillation (SAO). [O] number densities between 95-100 km from WACCM-X are much closer to the observations from SABER instrument on TIMED satellite as compared to those from MSIS. We compare the phase and amplitude of SAO from different simulations with empirical models and observational datasets, and explore different mechanisms that can improve the SAO in IT models.
description: These are full year simulations of GITM for 2010. The data here is diurnal and zonal average of winds, densities, and temperature for each of the simulations.
description: WACCM-X 2.0 densities, winds and temperature on pressure grid are interpolated to altitude grid and used in Global Ionosphere Thermosphere Model (GITM). WACCM-X is then used as the lower boundary in GITM and compared with GITM driven with MSIS-00 and HWM14 as the lower boundary. Other simulations are GITM with no SAO at the lower boundary, GITM with Nudged Dynamics till 140 km, GITM with time varying eddy diffusion coefficient, GITM with WACCM-X 2.1 as the lower boundary, and pure MSIS empirical model.
DOI: 10.7302/ya0j-kh60
title: Mars Dayside Closed Crustal Field Electron Pitch Angle Distributions Data and Ephemeris Info

description: This data set was created with the purpose to study the electron pitch angle distributions on dayside closed crustal fields at Mars and to compare with theoretical predictions made by numerical modeling. Analyzing the plasma environment of the crustal fields was another point of study to determine if whistler waves can interact with high energy superthermal electrons. 
description: The data was downloaded and filtered using publicly available software located at https://lasp.colorado.edu/maven/sdc/public/pages/software.html. The time range spanned by the data set is from 12/01/2014 - 12/31/2016. Data from the Magnetometer, Solar Wind Electron Analyzer, and Langmuir Probes and Waves instruments are used.

Filters applied to data:
Altitude between 200 and 1000 kilometers. Above the photoelectron exobase. Not many crustal fields extend past 1000 km.
		
Solar zenith angle less than 90 degrees. Ensures dayside observation.
	
Spacecraft potential between -1 and 3 volts.

Shape parameter (see Xu et al., 2017 for a description) is less than 1 in the towards and away directions. This implies photoelectrons are streaming and the measurement can be considered a closed crustal magnetic field

Magnetic field greater than 20 nanotesla. To ensure measurement is crustal and not deeply draped field.
DOI: 10.7302/z2s46q42
title: Literature Search Strategies for "Substance Use Education in United States Schools of Pharmacy: A Systematic Review of the Literature"

description: The dataset represents the complete search strategies for all literature databases searched during the systematic review. The Endnote and Excel files of all citations considered for inclusion in the review are also included. 
description: The searches were run in Ovid MEDLINE, Ovid MEDLINE In-Process & Other Non-Indexed Citations, Ovid MEDLINE Epub Ahead of Print, Embase, ERIC, and CINAHL. The results were imported into Endnote X6. Duplicate citations were removed in the program through automated and manual processes. The final set of citations was exported to Excel for eligibility screening of titles and abstracts.
DOI: 10.7302/ek5p-ce08
title: Application of the Monte Carlo method in modeling dusty gas, dust in plasma, and energetic ions in planetary and magnetospheric applications

description: This data represents examples of some applications of AMPS and illustrates the potential of the code for modeling various physical phenomena.
description: Among various numerical methods, the Monte Carlo approach is one of the mostly used methods for numerically solving the kinetic equations, because of the relative simplicity of implementing the method, and a high degree of flexibility in terms of including new physical processes specific to a particular simulated environment
DOI: 10.7302/z21j97nf
title: Appendix7

description: Linkage plots and data for mi2004 mutants.
description: Methods are described in the dissertation, "Regulation of Müller Stem Cell Properties: Insights From a Zebrafish Model".
DOI: 10.7302/nwxp-g551
title: Data Pertaining to Initial Simulations Using the Conductance Model for Extreme Events

description: An updated auroral conductance module is built for global models, using nonlinear regression & empirical adjustments to span extreme events.;Expanded dataset raises the ceiling of conductance values, impacting the ionospheric potential dB/dt & dB predictions during extreme events.;Application of the expanded model with empirical adjustments refines the conductance pattern, and improves dB/dt predictions significantly.
description: The data are simulation setup and results from space weather simulations conducted using the Space Weather Modeling Framework (SWMF) driven with the Conductance Model for Extreme Events (CMEE). The data also include observations from various in-situ and ground-based measurements of the global state of the near-Earth space environment.
DOI: 10.7302/2dnx-pp51
title: Tebul Ure-speaking (Dogon, Mali) village photos

description: Images of villages in Mali in which Tebul Ure (Dogon family) is the primary language. Each file name contains important information about the photos, and are structured thus: LanguageFamily_Language_IdentificationNumber_GeographicCoordinate_Description_Date_InitialsOfThePhotographer
description: Photography
DOI: 10.7302/yagm-xv95
title: Data for Global Ionosphere Thermosphere Model Simulations with MSIS and WACCM-X boundary conditions

description: This research aims to understand the importance of lower thermospheric atomic oxygen on the upper thermosphere. O number densities between 95-100 km from WACCM-X are much closer to the observations from SABER instrument on TIMED satellite as compared to those from MSIS. We show in this study that the correction of the lower boundary atomic oxygen yields better agreement between GITM and GUVI O/N2 in the upper thermosphere .
description: WACCM-X Atomic oxygen densities on pressure grid are interpolated to altitude grid and used in Global Ionosphere Thermosphere Model (GITM). This simulation is then compared with GITM driven with MSIS as the lower boundary.
description: All neutral densities, temperature and winds at the lower boundary are kept the same between the two simulations apart from O densities. GITM w/ MSIS simulation uses O from MSIS where GITM w/ WACCM-X uses O from WACCM-X.
description: WACCM-X lower boundary files on altitude grid are in the folder 'waccm_lower_boundary_files'
description: GITM w/ MSIS simulations are in the folder - run_msis_Jan_2010 and run_msis_June_2010
description: GITM w/MSIS diagnostic files are in the folder - run_msis_Jan_2010_USR_files
description: GITM w/ WACCM simulations are in the folder - run_waccm_Jan_2010 and run_waccm_June_2010
description: GITM w/ WACCM diagnostic files are in the folder - run_waccm_Jan_2010_USR_files.
DOI: 10.7302/3jrg-1m86
title: Core photos for SPR0901-03KC

description: This dataset include core photos for the Kasten core SPR0901-03KC (34.2832°N, 120.0401°W, 586 m water depth) retrieved in 2009.1 on R/V Sproul off Southern California. SPR0901-03KC contains two cores (core 1 and core 2), with each core cut into two sections (section 1 and section 2). The study is funded by NSF OCE-0752093.;Data citation: Hendy, I.L., Wang, Y. (2019). Core photos for SPR0901-03KC [Data set]. University of Michigan Deep Blue Data Repository. https://doi.org/10.7302/3jrg-1m86
description: Core photos were obtained from high-resolution line scan imaging system of the LacCore Facility (National Lacustrine Core Facility) at University of Minnesota.
DOI: 10.7302/2mky-1f43
title: Mande Jalkunan Audio Files

description: Jalkunan is a small-population Mande language spoken in Blédougou village cluster in the Banfora plateau in SW Burkina Faso.A grammar was published electronically at Language Description Heritage Library in 2017. 
http://ldh.clld.org/2017/01/01/escidoc2346932/ This is backed up at Deep Blue documents. http://hdl.handle.net/2027.42/139025 http://dogonlanguages.org/other#mande Seven texts were recorded digitally in 2016 and are archived here. Three of them (texts 1, 2, and 4) were transcribed and translated at the end of the published grammar. The remaining tapes are not transcribed as of May 2018. I give permission to other linguists to transcribe, translate, and/or analyse the remaining texts. 
description: Recordings taken from a TASCAM DR-22WL
DOI: 10.7302/ktd6-3r84
title: Tengou-Togo-speaking (Dogon, Mali) village photos

description: Images of villages in Mali in which Tengou-Togo (Dogon family) is the primary language. Each file name contains important information about the photos, and are structured thus: LanguageFamily_Language_IdentificationNumber_GeographicCoordinate_Description_Date_InitialsOfThePhotographer
description: Photography
DOI: 10.7302/024q-kk06
title: BigAnt v6 robot motion tracking data - RAW dataset

description: These data were produced in an attempt to characterize the turning and steering behaviors of 1-DoF multi-legged (hexpedal in this case) robots.  Such turning behaviors require sliding contact points.
The .tar file contains multiple trials in .csv.gz format, with names following an informative naming convention documented in the README. 
Additional metadata for the trials is given in the metadata.py file in both machine and human readable form.
description: We used a commercial motion tracking system (Qualisys QTM with 10 cameras) to track 3 different BigAnt v6 robots with motion tracking markers attached.  The dataset contains picture of one of the robots with the markers highlighted.  We ran each robot at multiple "turning parameter" values and gait frequencies, and some robots were run on both High friction (rubber mats) and Low friction (flat linoleum) ground. 

This is the "raw" dataset. It contain all markers tracked on each of the robot, and is prior to various data conditioning a clean-up (e.g. removing z changes due to slightly non-flat floors)
DOI: 10.7302/yeh1-1x17
title: Authenticated Boot Acceleration Algorithm

description: The work on accelerating authenticated boot for embedded system resulted in designing an algorithm in python to perform the random address generation and cryptographic MAC calculation.
The Sampled Boot schemes implemented in this package allow a significant reduction of the time 
needed to authenticate firmware images during startup, while still retaining a high degree of trust.
This is particularly useful for automotive applications in which startup time constraints make secure boot a time prohibitive process.;Citation for this dataset: Nasser, A., Gumise, W. (2019). Authenticated Boot Acceleration Algorithm [Code and data]. University of Michigan Deep Blue Data Repository. https://doi.org/10.7302/yeh1-1x17
description: An AES CTR DRBG module is used to create randomly sampled addresses belonging to a user provided hex image.
Sampled data corresponding to the sampled addresses is then used to create a CMAC tag of the sampled image.
The generated tag can then be used to verify whether or not modifications have been made to the hex image,
with a certain degree of probability which depends on the size of the hex image, the modifications done
to it and the chosen scheme for the procedure.
DOI: 10.7302/ac4f-5740
title: Nanga-speaking (Dogon Mali) village photos

description: Images of villages in Mali in which Nanga (Dogon family) is the primary language. Each file name contains important information about the photos, and are structured thus: LanguageFamily_Language_IdentificationNumber_GeographicCoordinate_Description_Date_InitialsOfThePhotographer
description: Photography