cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7302/z28c9tgp
title: Qualitative Data Reuse: Records of Practice in Educational Research and Teacher Development: Interview Protocol, Qualitative Data Analysis Codeset, and Attributes for the Interviews

description: These data collection and analysis protocols and the attribute list are part of a larger research project, the Institute of Museum and Library Services # LG-06-14-0122-14. funded "Qualitative Data Reuse: Records of Practice in Educational Research and Teacher Development."  As such, our research questions concern data reuse and data curation:
1. Data Reuse: What are the dynamics of the data reuse lifecycle (from selection of data through the reuse of data) in a qualitative digital educational archive? 
2. Data curation: What special issues are involved in curating digital qualitative data for reuse?
• How can qualitative data archives best support data reusers throughout the data reuse lifecycle?
• What aspects of this experience are informative for other types of qualitative data archives? 
The overall project employed mixed methods and collected interview, observational, and trace data from data reusers of video records of practice in education and repositories holding video records of practice. The interview protocol and interview codeset relate to the 44 interviews conducted with researchers and teacher-educators who have reused digital video records of practice as qualitative data for research and/or teaching.
description: The semi-structured interview protocol is based on a thorough review of the literature and our previous research in this area. The interview protocol was piloted with individuals who represented our target interview populations which helped the research team to refine questions as well as add and delete questions of higher relevance to the participants.  Our participant sample consisted of data reusers in the field of education, with an emphasis on mathematics education research and teacher education. We defined data reusers as individuals who used digital records of practice that they themselves did not produce for new research and/or teaching purposes. We consulted the research literature and attended conferences to recruit participants using convenience sampling to identify researchers, pre-service teacher-educators, and in-service teachers engaged in professional development. We also asked interviewees to nominate additional interviewees using a snowball sampling technique. Of those 44 interviewees, the majority identified either research or pre-service teacher education as their primary areas of reuse, and described themselves as university faculty members. The majority of our interviewees were at institutions in the United States.
DOI: 10.7302/hs4j-7064
title: Sensor data for "Radiation tolerance of the PNI RM3100 magnetometer for a Europa lander mission"

description: The research analyzed the response of nine PNI RM3100 magnetometers to radiation doses expected during a Europa lander mission. The radiation levels are drawn from the Europa Lander Science Definition Team report (https://europa.nasa.gov/resources/58/europa-lander-study-2016-report). The sensors were tested up to a total ionization dose (TID) level of 500 kRad.
description: All the data collection for this study was made using a communications interface between the magnetometers and a computer. The specifics of the data collection for each magnetometer are described in the manuscript.
DOI: 10.7302/z2w66j18
title: Transmission of Oral microbiome and Sequencing - Symptom and Shedding Duration

description: Data include variables used to run accelerated failure time models examining the association between the nose/throat microbiome and 1) symptom duration, 2) shedding duration, and 3) time to infection. Certain individual participant data have been excluded due to identifiability concerns. Data also include the oligotype count table and taxonomic classifications. 
description: Index cases of influenza were identified at a major healthcare facility in Managua, Nicaragua. Index cases and their family members were enrolled for follow up and with nose/throat samples collected at 2-3 day intervals for up to 13 days. Sociodemographic and household data were collected at enrollment. 16S rRNA sequencing of the V4 region (Illumina MiSeq V2 chemistry 2x250--Illumina, San Diego, CA) was conducted at the University of Michigan Microbial Systems Laboratories on samples collected at enrollment and at the last day of follow up.  Accelerated failure time models were used to examine the role of the nose/throat microbiome on symptom duration, shedding duration, and time to infection. For a full description of methodology, please see the associated publication.
DOI: 10.7302/cb2y-c955
title: CT Data of UMMP VP 81823, Cantius mckennai right cuboid

description: Reconstructed CT slices for a right cuboid of Cantius mckennai (University of Michigan Museum of Paleontology catalog number UMMP VP 81823), as a series of TIFF images. Raw projections are not included in this dataset.
description: Specimen UMMP VP 81823 was scanned with a Nikon XT H 225ST μCT system housed in the Department of Earth and Environmental Sciences at the University of Michigan. Scans were collected with the following settings: energy settings, 110 kV, 80 µA
description: source to object distance, 36.131237 mm
description: scanned with 1570 projections
description: voxel size, x = y = z = 0.013079 mm
description: slice dimension (in pixels),  x = 628, y = 639
description: number of slices, 570 16-bit TIFF images. Additional metadata can be found in the xtek and vgi files.
DOI: 10.7302/z2g73bxx
title: Supplementary Materials Lipolysis Paper

description: Supplementary Figure 1. Tissue weights in response to HFD feeding and CL treatment. (A) GWAT weight as % of body weight (B) IWAT weight as % of body weight (C) BAT weight as % of body weight (D) Liver weight as % of body weight. N=7-12 /group; *p<0.05, **p<0.01, ***p<0.005, ****p<0.0001; error bars are SEM. Comparisons of M ND PBS vs F ND PBS are shown as #p<0.05, ##p<0.01, ###p<0.005 and M HFD PBS vs F HFD PBS are shown as &p<0.05, &&p<0.01, &&&p<0.005, &&&&p<0.0001.;Supplementary Figure 2.  Free glycerol estimation in lean and obese male and female WAT and BAT depot explants with ADRB3 stimulated lipolysis. Free glycerol estimation in lean and obese (A) GWAT (B) IWAT (C) BAT explant tissues. Free glycerol released calculated as fold change over basal conditions in lean and obese (D) GWAT (E) IWAT (F) BAT explant tissues. N=8 /group; *p<0.05, **p<0.01, ***p<0.005, ****p<0.0001; error bars are SEM. Comparisons of M ND PBS vs F ND PBS are shown as #p<0.05, ##p<0.01, ###p<0.005 and M HFD PBS vs F HFD PBS are shown as &p<0.05, &&p<0.01, &&&p<0.005, &&&&p<0.0001.;Supplementary Figure 3. Gene expression (A) Akt1 and (B) Glut4 gene expression in obese male and female GWAT with and without ADRB3 stimulation. A.U., arbitrary units, N=5-8; *p<0.05, **p<0.01, ***p<0.005, ****p<0.0001.;Supplementary Figure 4. Flow cytometry assessment of ATMs in lean and obese IWAT SVF. Quantitation of (A) IWAT percent ATMs (B) IWAT CD11c+ ATMs (C) IWAT CD11c-ATMs (D) IWAT dendritic cells (DC) numbers, N=7-12/group; *p<0.05, **p<0.01, ***p<0.005, ****p<0.0001. ;Supplementary Figure 5. Lipidomic assessment of lipid mediators in obese male and female GWAT. (A) Relative hydroxy fatty acids (FAHFA) (B) Phosphatidylserine (PS) (C) Phosphatidylcholine (PC) (D) Lyso-PC (E) Phosphatidylethanolamine (PE) (F) Phosphatidylglycerol (PG) (G) Phosphatidylinositol (PI) content in obese male and female GWAT with and without CL treatment. N=6/group; *p<0.05, **p<0.01, ***p<0.005, ****p<0.0001.;Curation note: Title of deposit changed from "Supplementary Materials Lipolysis Paper" Dec. 20, 2018 to more closely reflect association with the paper these materials support.
description: See primary publication for methods
DOI: 10.7302/vs47-p951
title: Mixed method dataset of a countrywide multi-sector scale-up of Maternity Waiting Homes in Liberia

description: This study used a convergent parallel mixed methods design that included qualitative data in the form of focus group discussions (FGDs), individual interviews, quantitative data retrieved from logbook reviews, and geo-location data collected through geographic information systems (GIS). Focus group discussions were conducted with community members, including chiefs, community leaders, women of reproductive age, traditional birth attendants (TBAs), women currently staying at a MWH, and male partners. Individual interviews were conducted with healthcare providers (midwives, registered nurses, and officers in charge) providing services at the rural primary healthcare facilities associated with a MWH. Logbook registries at rural health facilities with a MWH were reviewed to capture MWH usage. Additionally, each MWH was geo-located for purposes of geo-visualization.
description: Data were collected from a national sample of 119 MWHs in Liberia established between 2010-2018.  The study used a mixed method design that included focus group discussions, individual interviews, logbook reviews, and geographic information systems.  Additionally, each MWH was geo-located for purposes of geo-visualization.
DOI: 10.7302/vb27-ez24
title: VISTA TEC database

description: Our research focuses on providing a fully-imputed map of the worldwide total electron content with high resolution and spatial-temporal smoothness. We fill in the missing values of the original Madrigal TEC maps via estimating the latent feature of each latitude and local time along the 2-D grid and give initial guess of the missing regions based on pre-computed spherical harmonics map. The resulting TEC map has high imputation accuracy and the ease of reproducing.;All data are in HDF5 format and are easy to read using the h5py package in Python. The TEC map is grouped in folders based on years and each file contains a single-day data of 5-min cadence. Each individual TEC map is of size 181*361.
description: We generate the fully-imputed total electron content (TEC) map based on a newly devised algorithm called VISTA (Video Imputation with SoftImpute, Temporal-Smoothing and Auxiliary data). The source data is based on the Madrigal TEC database from MIT Haystack Observatory.
DOI: 10.7302/jn3a-jt56
title: Bangime audio 2015 text 04 Hunters part 2

description: transcriptions and translation to appear; second of two parts of this text
description: audio recording onto MacBook laptop
DOI: 10.7302/arg3-x036
title: Dataset Containing Global Modeling Results Comparing Magnetopause Distances and CPCP

description: Conducting quantitative metrics-based performance analysis of first-principles-based global magnetosphere models is an essential step in understanding their capabilities and limitations, and providing scope for improvements in order to enhance their space weather prediction capabilities for a range of solar conditions. In this study, a detailed comparison of the performance of three global magnetohydrodynamic (MHD) models in predicting the Earth’s magnetopause location and ionospheric cross polar cap potential (CPCP) has been presented. Using the Community Coordinated Modeling Center’s Run-on-Request system and extensive database on results from various magnetospheric scenarios simulated for a variety of solar wind conditions, the aforementioned model predictions have been compared for magnetopause standoff distance estimations obtained from six empirical models, and with cross polar cap potential estimations obtained from the Assimmilative Mapping of Ionospheric Electrodynamics (AMIE) Model and the Super Dual Auroral Radar Network (SuperDARN) observations. We have considered a range of events spanning different space weather activity to analyze the performance of these models. Using a fit performance metric analysis for each event, we have quantified the models’ reproducibility of magnetopause standoff distances and CPCP against empirically-predicted observations, and identified salient features that govern the performance characteristics of the modeled magnetospheric and ionospheric quantities.
description: The data are simulation results from space weather simulations conducted using space weather models on NASA Community Coordinated Modeling Center (CCMC
description: ccmc.gsfc.nasa.gov). 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/xj95-gv44
title: Prosodic Processing: Neuroimaging in children and adults

description: This data is from a project examining prosodic processing in children and adults using functional near-infrared spectroscopy (fNIRS) neuroimaging. fNIRS data is optical data collected using a cap with an array of source and detector fibers that emit and detect infrared light, respectively. We used fNIRS neuroimaging to explore prosodic processing, rhyme judgement, and the "oddball" paradigm in children, adults, and a small sample of children with cochlear implants. Matlab scripts, including Ted Huppert's Nirs Toolbox, were used to process the neuroimaging data. The children also took a battery of behavioral assessments (OWLS, Digit Span, PPVT, CTOPP).
description: We used Dr. Ted Hupperts nirs toolbox to process this optical data, ultimately telling us if the infrared light passed through oxygenated blood (HbO) or deoxygenated blood (HbR) in a given region at a given point in time. Oxygenated blood is measured as a proxy for activation in the brain, so we are able to make inferences about a BOLD response from a given stimulus.
description: This technology was used to study prosodic processing in children and adults in this experiment. In one trial subjects listened to two sentences, and they had to judge whether the sentences were the same or not. There were 24 trials of each type in an experimental run. There were three conditions:
(1) same words, same intonation,
(2) same words, different intonation,
(3) different words, same intonation.
description: Intonation was altered in the 'Different Intonation' condition, which was the key condition, so the first sentence might be a statement, and the next sentence would be a question using the same words and in the same order.
description: In the rhyming task, participants listened to two words and had to judge whether the second rhymed with the first. There were three conditions:
(1) rhyme where the two words rhyme,
(2) easy non-rhyme where the phonemes were easily distinguishable,
(3) hard non-rhyme where the phonemes were closer in sound.
description: In the oddball task, subjects listened to single phonemes (e.g. 'LA'), but sometimes there was an "oddball" (e.g. 'DA'). Participants had to press a button when they heard an "oddball" phoneme.
DOI: 10.6085/aa/hms001_020adcp019r00_20000920.50.4
title: PISCO: Physical Oceanography: bottom-mounted ADCP data: Hopkins Marine Station, California, USA (HMS001)

description: This metadata record describes bottom-mounted ADCP data collected at Hopkins Marine Station, California, USA, by PISCO. Measurements were collected using an RDI 600 kHz Workhorse Sentinel ADCP beginning 2000-09-21. The instrument depth was 019 meters, in an overall water depth of 020 meters (both relative to Mean Sea Level, MSL). The instrument was programmed with a sampling interval of 2.0 minutes and a vertical resolution of 1 meter.
DOI: 10.6085/aa/hms001_020adcp019r00_20001117.40.1
title: (:unkn)
DOI: 10.6085/aa/hms001_020adcp019r00_20001117.40.2
title: (:unkn)
DOI: 10.6085/aa/hms001_020adcp019r00_20001117.50.1
title: PISCO: Physical Oceanography: bottom-mounted ADCP data: Hopkins Marine Station, California, USA (HMS001)

description: This metadata record describes bottom-mounted ADCP data collected at Hopkins Marine Station, California, USA, by PISCO. Measurements were collected using an RDI 600 kHz Workhorse Sentinel ADCP beginning 2000-11-21. The instrument depth was 019 meters, in an overall water depth of 020 meters (both relative to Mean Sea Level, MSL). The instrument was programmed with a sampling interval of 2.0 minutes and a vertical resolution of 1 meter.
DOI: 10.6085/aa/hms001_020adcp019r00_20001117.50.2
title: PISCO: Physical Oceanography: bottom-mounted ADCP data: Hopkins Marine Station, California, USA (HMS001)

description: This metadata record describes bottom-mounted ADCP data collected at Hopkins Marine Station, California, USA, by PISCO. Measurements were collected using an RDI 600 kHz Workhorse Sentinel ADCP beginning 2000-11-21. The instrument depth was 019 meters, in an overall water depth of 020 meters (both relative to Mean Sea Level, MSL). The instrument was programmed with a sampling interval of 2.0 minutes and a vertical resolution of 1 meter.
DOI: 10.6085/aa/hms001_020adcp019r00_20001117.50.4
title: PISCO: Physical Oceanography: bottom-mounted ADCP data: Hopkins Marine Station, California, USA (HMS001)

description: This metadata record describes bottom-mounted ADCP data collected at Hopkins Marine Station, California, USA, by PISCO. Measurements were collected using an RDI 600 kHz Workhorse Sentinel ADCP beginning 2000-11-21. The instrument depth was 019 meters, in an overall water depth of 020 meters (both relative to Mean Sea Level, MSL). The instrument was programmed with a sampling interval of 2.0 minutes and a vertical resolution of 1 meter.
DOI: 10.6085/aa/hms001_020adcp019r00_20010122.50.1
title: PISCO: Physical Oceanography: bottom-mounted ADCP data: Hopkins Marine Station, California, USA (HMS001)

description: This metadata record describes bottom-mounted ADCP data collected at Hopkins Marine Station, California, USA, by PISCO. Measurements were collected using an RDI 600 kHz Workhorse Sentinel ADCP beginning 2001-01-22. The instrument depth was 019 meters, in an overall water depth of 020 meters (both relative to Mean Sea Level, MSL). The instrument was programmed with a sampling interval of 2.0 minutes and a vertical resolution of 1 meter.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20030929.50.4
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-09-29. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20030929.50.5
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-09-29. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040219.40.1
title: (:unkn)
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040219.40.2
title: (:unkn)
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040219.50.1
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-02-19. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040219.50.2
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-02-19. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040219.50.3
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-02-19. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040219.50.4
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-02-19. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040425.40.1
title: (:unkn)
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040425.40.2
title: (:unkn)
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040425.50.1
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-04-25. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040425.50.2
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-04-25. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.
DOI: 10.6085/aa/shlx00_xxxitbdxlmr01_20040425.50.3
title: PISCO: Intertidal: mussel growth temperature data: Strawberry Hill, Oregon, USA (SHLX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Strawberry Hill, Oregon, USA, by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2004-04-25. Mussel Growth temperature loggers are bolted down in a wire cage at the mussel growth sites. Mussel growth tidbits are set to sample at 2 minute intervals from April to September and 10 minute intervals from September to April.