cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7302/3g14-w038
title: Magnetometer Survey Data from the Weeden Island Site (8Pi1), Florida (2013-2014)

description: The data (raw data, composite files [processed], and some images) can be read by the program TerraSurveyor. Version 3.0.34.10 of the software was used to create the composite files in this deposit.;The magnetometer data was the second step in a geophysical survey program that began with magnetic susceptibility survey of a portion of the Weedon Island Preserve in St. Petersburg, Florida. Geophysical survey was used to map human occupation of the study area and to guide subsequent archaeological excavations.
description: We used a Bartington Grad601-2 dual fluxgate gradiometer to survey four areas, two with approximate areas of 15 x 15 m, one 30 x 20 m area, and one 20 x 20 m area. In each area, we cleared vegetation including saplings and undergrowth. In 2013, while collecting data for Survey Areas 1 and 2, both gradiometer sensors were used to collect data at a sample interval of 0.125 m along traverses spaced 0.5 m apart. Each line was walked in opposite directions (sometimes referred to as bi-directional). In 2014, while collecting data for Survey Areas 3 and 4, we used just a single gradiometer sensor and collected data along traverses walking in one direction only. Due to the subtle nature of the archaeological anomalies and the large number of trees and other obstacles, this unidirectional methodology produced higher quality data by reducing striping defects caused by different sensors and orientations, although survey speed is significantly slower. Processing of magnetometer data was limited to clipping of the data, sensor destripe to reduce striping in the 2013 data (survey grids 1 and 2) due to sensor mismatch, and interpolation.
DOI: 10.7302/fwq2-ey41
title: 12 hour data for magnetospheric simulations for a multifluid plasma for 8 different configurations

description:  The goal of this research was to understand structures where the solar wind plasma contribution to the total plasma was equal to the ionospheric plasma. This simulation was performed over a simulation time of 12 hours for 4 different plasma compositions for 2 different solar wind profiles.;The SWMF used the Block Adaptive Tree Solar wind Roe-type Upwind Scheme version 9.20. It can be found at http://csem.engin.umich.edu/tools/swmf/downloads.php. These data can be processed using the simulation code deposited at the Deep Blue Data record indicated in the "Citation to related material" field.;To cite this data set: Trung, H.-S., Liemohn, M., W., Ilie, R. (2019). 12 hour data for magnetospheric simulations for a multifluid plasma for 8 different configurations [Data set]. University of Michigan Deep Blue Data Repository. https://doi.org/10.7302/fwq2-ey41
description: The data was generated with the Space Weather Modeling Framework (SWMF) coupling a multifluid MHD model for the magnetosphere to an ionospheric electrodynamics model.
DOI: 10.7302/bxxm-8v29
title: Physical properties and magnetic susceptibility for MV0811-14JC

description: This dataset includes core physical properties (e.g., bulk density, porosity, P-wave velocity) and magnetic susceptibility data for the jumbo piston core MV0811-14JC (34.2818°N 120.0360°W, water depth: 582 m) measured on the multisensor track (MST). MV0811-14JC was collected by the research vessel R/V Melville off Southern California in 2008.11. The study is supported by NSF OCE-1304327.
description: MV0811-14JC contains 10 sections. Multisensor track (MST) and magnetic susceptibility data were first obtained on board at 1-cm interval in November, 2008. In 2010, MST and magnetic susceptibility of the first 3 sections were measured again at 0.5-cm interval at the LacCore Facility, University of Minnesota.
DOI: 10.7302/z2gh9g3v
title: Characteristics of Informal Caregivers who Provide Transportation Assistance to Older Adults

description: Data are contained in an Excel spreadsheet formatted such that each row is a separate participant and each column is a separate question.  This file is called: EbyEtAl-TransportCaregiver.  A data dictionary that gives the text for each question and the response categories mappings is contained in another Excel Spreadsheet.  This file is called: EbyEtAl-TransportCaregiverDictionary.  The text of the survey, the development of weights, and response rate calculations can be found in the Deep Blue report discussed previously. 
description: Data for this study came from a telephone survey administered to a representative sample of informal caregivers (age 45-80) who provide transportation assistance to older adults (age 70 and older) in Michigan.  The survey contained 41 questions covering the following topics: demographics, driving status and frequency, work and/or volunteering activity, health, types of transportation assistance provided, characteristics of the care recipient, caregiver help information seeking, and caregiver burden.  More information can be found in the following report: Eby, D.W., Molnar, L.J., Kostyniuk, L.P., St. Louis, R.M., & Zanier, N. (2011).  Recommendations for Meeting the Needs of Michigan’s Aging Population.  Report No. RC-1562. Lansing, MI: Michigan Department of Transportation.  This report can be found on Deep Blue: https://deepblue.lib.umich.edu/handle/2027.42/90961
DOI: 10.7302/z24m92ss
title: Maximum Spreading Speed for Magnetopause Reconnection: Model Dataset

description: The goal of this simulation was to examine the spread of magnetic reconnection across the dayside magnetopause upon the arrival of a tangential discontinuity of the interplanetary magnetic field from a purely northward to southward configuration.  Simple solar wind conditions were used to give us input into the system.  A very high resolution grid setup was used in BATS-R-US.
description: The dataset was created using the Space Weather Modeling Framework, which couples and executes two models: the BATS-R-US ideal magnetohydrodynamics model and the Ridley Ionosphere Model.
DOI: 10.7302/24wy-af50
title: Central Mali hunting and collecting documentaries

description: These videos were shot in Dogon villages. They show how wild foods (insects and plants) are obtained and consumed. Most are presented here in three video formats. 
description: shooting video footage and editing into documentaries.
DOI: 10.7302/z2dr2sdr
title: Appendix4

description: Differential expression data and genes in linked peaks in mi2004 mutants.
description: Methods are described in the dissertation, "Regulation of Müller Stem Cell Properties: Insights From a Zebrafish Model".
DOI: 10.7302/z2q81b0k
title: Code and Results for "The Emergence of Group and Inequality Through Co-adaptation

description: The data file is json formatted and all fields are named descriptively. The code is written in Python 2.7 and is heavily commented.
description: The included data file was produced by running the included game code.
DOI: 10.7302/mep1-5124
title: Xantusia vigilis ddRADseq fastq files

description: We generated these data from desert night lizards, Xantusia vigilis, from populations in central California. We performed phylogeographic analyses based on these data.
description: We used a double digest Restriction-Associated Sequencing protocol to prepare reduced-representation DNA sequencing library. The DNA fragments were sequences on an Illumina HiSeq platform, and are uploaded here as unedited fastq files.
DOI: 10.7302/74sr-8933
title: Elevational gradient along the Sonadora river, Puerto Rico: data on tree growth for six specie

description: The objective of this study was to examine the existence of congruent tree growth responses to different extreme climatic events –hurricanes and drought–affecting tropical wet forests.
description: Tree growth was monitored over six broadly distributed and common tree species along an elevational gradient that ranges from 250 to 1000 m.a.s.l.
Tree growth was calculated as the annual increment in diameter using dendrometers that were installed in 2013. This data contains growth information based on four time intervals: 2014-15, 2015-16, 2016-17, 2017-2018. See related publication for full methods.
DOI: 10.7302/mf7d-bw87
title: Imaging the reduction of uranyl on Fe-bearing minerals surfaces using in situ electrochemical AFM

description: The main objective of this research is to integrate electrochemical and microscopic approaches to understand reaction mechanisms and pathways of the uranyl reduction and nucleation mediated by magnetite and ilmenite.;This experimental data reveal how natural iron minerals mediate redox reactions of redox sensitive elements. We measure electrochemical responses of dissolved uranyl ions (UO22+) to potentials in the presence of organic molecules. The atomic force microscopic (AFM) images show nucleation of reduced uranyl on ilmenite (FeTiO3) as a function of potential. 
description: Electrochemical sets that involve the mineral electrode as the working electrode is used to simulate oxidation and reduction of uranium species as a function of redox potential. We imaged reduction of uranyl in the absence and presence of organic compounds using an in situ AFM setup to examine whether reduction of hydrated uranyl and uranyl-organic complexes can be facilitated by Fe-bearing minerals.
DOI: 10.7302/cv8f-cq54
title: Fulankiriya-speaking (Songhay, Mali) village photos

description: Images of villages in Mali in which Fulankiriya (Songhayfamily) 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: 10.7302/812m-d307
title: Dataset for "Singly-twinned growth of Si crystals upon chemical modification"

description: The data is comprised of 22 directories, each housing a .hdf file of the X-ray projections recorded during solidification of Al-Si-Cu-Sr. The flat and dark projections are also included as two separate .hdf files (total file count: 24). The raw data file is in .hdf format and can be reconstructed into .tiff, e.g., by using the TomoPy toolbox in Python.

description: The data file contains X-ray projection images collected at the Advanced Photon Source in Argonne National Laboratory (Lemont, IL). Pre-processing of data involved extraction and reconstruction of projection images from the .hdf raw data file using TomoPy toolbox in Python. Then, computer vision algorithms were developed in MATLAB to process (segment) the images followed by 3D visualization and quantitative analysis.
DOI: 10.7302/2d96-ad40
title: Dataset of Mondrian model inputs and results:  simulation of net greenhouse gas emissions from Great Lakes wetlands

description: This archived dataset includes all of the input files that were used to run the model for all the runs in this set, including files containing model parameters and drivers.  This dataset also includes all of the model output files from model runs in this set.
description: The Mondrian wetland community-ecosystem model (Currie et al. 2014), version 4.3, was used in 2020 to simulate net greenhouse gas (GHG) emissions of CO2, CH4, and N2O in coastal wetlands of the Laurentian Great Lakes, USA.  A systematic set of 1,440 model runs was conducted, i.e. 480 unique combinations of model drivers and parameters with 3 stochastic replicates each. (Mondrian research team code name for this set:  GHG2020).
description: Citation for the original Mondrian model:  Currie, W. S., D. E. Goldberg, J. Martina, R. Wildova, E. Farrer, and K. J. Elgersma. 2014. Emergence of nutrient-cycling feedbacks related to plant size and invasion success in a wetland community-ecosystem model. Ecological Modelling 282:69-82. https://doi.org/10.1016/j.ecolmodel.2014.01.010
description: The Mondrian model and user guide are available at http://williamcurrie.net/downloads/
DOI: 10.7302/e4q7-ap65
title: Bulk sedimentary δ15N, total organic carbon (TOC), and total nitrogen (TN) for SPR0901-03KC

description: The dataset contains bulk sedimentary d15N, TOC, and TN data measured every 2 mm on the core SPR0901-03KC. Flood and turbidite layers are shaded with blue and orange in the files.;This work is supported by NSF OCE-1304327.
description: The bulk sedimentary d15N was measured on unacidified samples with isotope ratio mass spectrometer (IRMS). Total organic carbon (TOC) and total nitrogen (TN) were measured on acidified samples on the elemental analyzer.
DOI: 10.7302/9t46-0092
title: 2015 Transient Induced Current (TIC) Events

description: These data are TLA events identified in MACCS magnetometer data throughout 2015. These events are short-timescale (< 60 s), large -amplitude (> 6 nT/s) magnetic disturbances measured at Earth's surface that are analyzed for space weather research purposes.;The events were identified in a year's worth of magnetic field data using an algorithm developed in the MATLAB platform. The algorithm dBdt_main.m can be run using the associated scripts (clean_maccs.m, simple_dbdt.m, extremes1.m, newdbdt.m) to return the events in the 2015_AllEvents.csv file. The substorm onset delays of each event are determined with the onset_delays.m script and the substorm event list 20191127-15-56-substorms.csv (both included).
description: Source data used were all magnetic field data for 2015 from six stations (Cape Dorset, Igloolik, Gjoa Haven, Nain, Repulse Bay, Pangnirtung) from the Magnetometer Array for Cusp and Cleft Studies (MACCS) (http://space.augsburg.edu/maccs/requestdatafile.jsp). A semi-automated algorithm was developed and run to identify Transient-Large-Amplitude (TLA) events in the magnetometer data.  The substorm onset delay of each event was determined using the SuperMAG substorm event list (https://supermag.jhuapl.edu/substorms/, the downloaded file of substorm onsets for 2015 is included as 20191127-15-56-substorms.csv). These data are all included in the 2015_AllEvents.csv file.
description: The geomagnetic storm relation was determined using the SuperMAG Ring Current (SMR) indices (https://supermag.jhuapl.edu/indices/). TLA events were analyzed for association to nighttime magnetic impulse events (MIE) of Engebretson et al., (2019). These data are included in the 2015_AllEvents_MIEandStormRelation.csv file
DOI: 10.7302/5zy7-2f13
title: Dogul Dom-speaking (Dogon, Mali) village photos

description: Images of villages in Mali in which Dogul Dom (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/yhpy-e679
title: Supplementary Materials for "Crowdsourced Detection of Emotionally Manipulative Language"

description: The following files include supplementary materials for our CHI 2020 paper "Crowdsourced Detection of Emotionally Manipulative Language". Namely, these materials include the dataset that was used in the evaluation. See the paper for more details.
description: Please see our full article and the attached readme for details about the methodology used to create this dataset.
DOI: 10.7302/rj91-yp12
title: FGFR2-C342Y/+ and FGFR2+/+ Treated with/without Tissue Nonspecific Alkaline Phosphatase (TNAP) Mouse Skulls: C57B:6 strain 3 weeks postnatal

description: Crouzon FGFR2-C342Y/+ and wild type littermate pups on a C57BL/6 congenic background were injected with lentivirus expressing recombinant TNAP enzyme or phosphate buffered saline shortly after birth. Mice were euthanized 3 weeks after birth for analyses.
description: Mouse skulls were dissected, fixed in ethanol and then scanned at an 18 µm isotropic voxel resolution using the eXplore Locus SP micro-computed tomography imaging system (GE Healthcare Pre-Clinical Imaging, London, ON, Canada).
DOI: 10.7302/z2hd7skc
title: European Folk Costumes Excel Spreadsheet and Access Database

description: An Excel spreadsheet listing the information recorded on each of 18,686 costume designs can be viewed, downloaded, and explored.  All the usual Excel sorting possibilities are available, and in addition a useful filter has been installed.  For example, to find the number of designs that are Frieze Type #1, go to the top of the frieze type 2 column (column AS), click on the drop-down arrow and unselect every option box except True (i.e. True should be turned on, all other choices turned off). Then in the lower left corner, one reads “1111 of 18686 records found”.

Much more sophisticated exploration can be carried out by downloading the rich and flexible Access Database.  The terms used for this database were described in detail in three sections of Deep Blue paper associated with this project.  The database can be downloaded and explored.

HOW TO USE THE ACCESS DATABASE
1. Click on the Create Cohort and View Math Trait Data button, and select your cohort by clicking on the features of interest (for example: Apron and Blouse). 

Note:  Depending on how you exited on your previous visit to the database, there may be items to clear up before creating the cohorts.   
a) (Usually unnecessary)  Click on the small box near the top left corner to allow connection to Access.
b) (Usually unnecessary) If an undesired window blocks part of the screen, click near the top of this window to minimize it.
c) Make certain under Further Filtering that all four Exclude boxes are checked to get rid of stripes and circles, and circular buttons, and the D1 that is trivially associated with shoes.  

2. Click on Filter Records to Form the Cohort button.  Note the # of designs, # of pieces, and # of costumes beside Recalculate.

3. Click on Calculate Average Math Trait Frequency of Cohort button, and select the symmetry types of interest (for example: D1 and D2) .

4. To view the Stage 1 table, click on Create Stage 1 table.  To edit and print this table, click on Create Excel (after table has been created).  The same process works for Stages 2, 3.and 4 tables.

5. To view the matrix listing the math category impact numbers, move over to a button on the right side and click on View Matrix of Math Category Impact Numbers.  To edit and print this matrix, click on Create Excel, use the Excel table as usual.   

description: A research team consisting of an anthropologist, a mathematician, and a language translator recorded 18,686 costume design images appearing on the regional dress of 73 European cultures. Through 15 pre-arranged three-week trips, we interviewed European museum directors and curators, recorded images of costumes in their museums and archives, and studied in their libraries. From more than 200 hours of video images recorded at 167 museums, a user-friendly and robust database was constructed by database expert Jeff Igo that produced tables and could be queried with specific questions.
DOI: 10.7302/z2vt1q1b
title: Neighborhood Effects: Food Environment

description: 	
The food environment is: 1) The physical presence of food that affects a person’s diet; 2) A person’s proximity to food store locations; 3) The distribution of food stores, food service, and any physical entity by which food may be obtained; or 4) A connected system that allows access to food. (Source: https://www.cdc.gov/healthyplaces/healthtopics/healthyfood/general.htm) Data included here concern: 1) Food access; and 2) Liquor access. Spatial Coverage for most data: 10-county Detroit-Warren-Ann Arbor Combined Statistical Area, Michigan, USA. See exception for grocery store data below.
description: Each variable within the files has its own methodology. Please refer to the code book for detail.
DOI: 10.7302/z24x560q
title: Literature search strategies for "Substance Use Education in Schools of Nursing: A Systematic Review of the Literature"

description: The dataset represents the complete, reproducible search strategies for all literature databases searched during the systematic review. The Endnote file and the Endnote import files contain all citations considered for inclusion in the review. 
description: The searches were run in Ovid MEDLINE, Ovid MEDLINE In-Process & Other Non-Indexed Citations, Ovid MEDLINE Epub Ahead of Print, Embase.com, ERIC via FirstSearch, and CINAHL via EBSCOhost. 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: 10.7302/9097-z311
title: Space Weather Modeling Framework (SWMF) Simulation of Sep 7 2017 Geomagnetic Storm

description: SWMF is used to study the segmentation of SED plume into polar cap patches during the geomagnetic storm on Sep 7, 2017. The database includes the 3D output in the upper atmosphere from GITM,  the 2D output from Ionospheric Electrodynamics (IE) and 3D output from BATSRUS. The output from GITM can be read with thermo_batch_new.pro. The output from IE can be opened with Spacepy at https://pythonhosted.org/SpacePy/. The output from BATSRUS can be opened with tecplot.

More details can be found in Readme.txt.
description: This data set contains the outputs of simulations of the geomagnetic storm on Sep 7, 2017 from the Space Weather Modeling Framework (SWMF). Global Ionosphere Thermosphere Model (GITM) was used to simulate the geomagnetic storm on Sep 7, 2017. GITM is driven by high-resolution coupled Block-Adaptive-Tree-Solar Wind-Roe-Upwind-Scheme (BATSRUS) and Rice Convection model (RCM). More details can be found in the paper: Segmentation of Storm Enhanced Density (SED) by Boundary Flows Associated with Partial Ring current, Wang et. al, GRL, 2019
DOI: 10.7302/d104-mg64
title: Dataset for "Collapse of a Black Tern Colony (Chlidonias niger) as a Result of Climate Change Driven Lake-Level Extremes and Anthropogenic Habitat Alteration"

description: This study investigates the rapid decline of black tern (Chlidonias niger) over eight years in one of Michigan’s largest colonies, Lake St. Clair. 
1. Nesting Success Model: A multiple logistic regression with a binomial (logit-link) fit using the glm() function from the ‘stats’ package in R (55) to determine the influence of habitat and biological predictors on nesting survival.
2. ArcMap visualization of Nesting Success: To visualize the geographic extent of the habitat’s potential to predispose nests’ vulnerability, the coefficients and intercept from our selected GLM were applied to raster layers in ArcMap using the Raster Calculator Tool.
3. Population Change & Habitat Extent: To quantify sub-colony breeding pair population size and their response to changes in sub-colony habitat in the geospatial model, we applied a general linear mixed model (GLMM) using the lmer() function from the ‘lme4’ package in R (55). Predictor variables were chosen a priori, and included the area of open water, uninhabitable vegetation (NDVI>0.72), any habitable area, and area with >50% hatch success.

description: Black tern nesting location and success data were collected at the Lake St. Clair Flats region through Detroit Audubon. Water depth was collected using 3-m resolution bathymetry from the National Oceanic and Atmospheric Administration (NOAA) Office for Coastal Management Lake Level Viewer Dataset and surface water levels from the NOAA Huron Erie Connecting Waterways Forecasting System (HECWFS) model. Geospatial habitat variables were collected from the National Agriculture Imagery Program (NAIP), commercial satellites (Kompsat-2, Triplesat-3, WorldView-2 and 3), and Planet Images (Rapideye-5 and PlanetScope).
DOI: 10.7302/n4hr-cg56
title: Central Mali crafts and grooming documentaries

description: Videos made in the course of linguistic fieldwork. Includes blacksmithing, hide tanning, weaving, cotton spinning, weaving, reed flute making, pottery making, and construction in Dogon villages, and exotic traditional hair styling in Hombori (Songhay). Some of the videos are "compilations" of many short clips, others are in standard documentary form. 
description: shooting video footage and assembling documentaries