Index Catalog // Deep Blue Data

Unused Pharmaceutical Disposal Model

Creator:: Skerlos, Steven J.
Description:: Supporting Information for research article "Life cycle comparison of environmental emissions from three disposal options for unused pharmaceutical". This spreadsheet provides the calculations and values used for this study; please refer to the manuscript and supporting information (as text) available at http://dx.doi.org/10.1021/es203987b for details about how to use this spreadsheet. We use life cycle assessment methodology to compare three disposal options for unused pharmaceuticals: (i) incineration after take-back to a pharmacy, (ii) wastewater treatment after toilet disposal, and (iii) landfilling or incineration after trash disposal. For each option, emissions of active pharmaceutical ingredients to the environment (API emissions) are estimated along with nine other types of emissions to air and water (non-API emissions). Under a scenario with 50% take-back to a pharmacy and 50% trash disposal, current API emissions are expected to be reduced by 93%. This is within 6% of a 100% trash disposal scenario, which achieves an 88% reduction. The 50% take-back scenario achieves a modest reduction in API emissions over a 100% trash scenario while increasing most non-API emissions by over 300%. If the 50% of unused pharmaceuticals not taken-back are toileted instead of trashed, all emissions increase relative to 100% trash disposal. Evidence suggests that 50% participation in take-back programs could be an upper bound. As a result, we recommend trash disposal for unused pharmaceuticals. A 100% trash disposal program would have similar API emissions to a take-back program with 50% participation, while also having significantly lower non-API emissions, lower financial costs, higher convenience, and higher compliance rates.
Discipline:: Engineering

Evans Old Field Plant Database, 1948-1997

Creator:: Dr. Francis C. Evans
Description:: The Evans Old Field Plant Database contains FileMaker and Excel files of data collected by Dr. Francis C. Evans during a 50-year study on successional change on Evans Old Field on the Edwin S. George Reserve. Data include plant phenology, location, and abundances observed from 1948 to 1997.
Discipline:: Science

The Bird's Ear View of Space Physics: Audification as a Tool for the Spectral Analysis of Time Series Data

Creator:: Zurbuchen, Thomas H.
Description:: Audification Routines in MATLAB and IDL
Discipline:: Science

Data for "The Coda of the Transient Response in a Sensitive Cochlea"

Creator:: Grosh, Karl and Li, Yizeng
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.
Discipline:: Engineering and Health Sciences

WRF-Chem Central US - Urban emissions magnitude

Creator:: Steiner, A.L. and Kawecki, S.
Description:: Kansas City, MO emissions can affect a severe weather system by altering the number of CCN, which drives changes in the hydrometeor development. The hydrometeor changes affect cold pool strength, size, and propagation which ultimately determine the strength of the squall line that crosses Kansas City, MO.
Keyword:: Great Plains, aerosols, mesoscale convective systems, and weather
Discipline:: Science

Big Ship Data: Pre- and Post-Processed Spatiotemporal Data for 2006-2014 for Great Lakes Air Temperature, Dew Point, Surface Water Temperature, and Wind Speed

Creator:: Fries, Kevin J.
Description:: This data is in support of the WRR paper by Fries and Kerkez: Big Ship Data: Using Vessel Measurements to Improve Estimates of Temperature and Wind Speed on the Great Lakes Code is also provided
Keyword:: Gaussian process regression, Data integration, Wind speed, Water surface temperature, and Air temperature
Discipline:: Engineering

Improvement of Mars surface snow albedo modeling in LMD Mars GCM with SNICAR

Creator:: Singh, Deepak
Description:: This includes data for all the plots and maps I created for my paper publication entitled "Improvement of Mars surface snow albedo modeling in LMD Mars GCM with SNICAR".
Discipline:: Science

Regional Climate Model simulations

Creator:: Steiner, Allison and Bryan, Alex
Description:: Included are RegCM simulations driven by three different types of boundary conditions 1. ERA - present day only (1979-2005) 2. GFDL - present day (1978-2005) and future (2041-2065) 3. HadGEM - present day (1978-2005) and future (2041-2065) Each directory has three files with monthly averaged values: ATM: includes 4D (t,z,y,x) atmospheric fields (pressure, winds, temperature, specific humidity, cloud water) and some 3D fields (t,y,x) precipitation, soil temperature, soil water SRF: includes 3D (t,y,x) surface variables (surface pressure, 10m winds, drag coefficient, surface temperature, 2m air temperature, soil moisture, precipitation, runoff, snow, sensible heat flux, latent heat flux, surface radiation components (SW, LW), PBL height, albedo, sunshine duration) RAD: includes 4D radiative transfer variables (SW and LW heating, TOA fluxes, cloud fraction, ice water content) clm_h0 files: CLM land surface files, includes canopy variables, surface fluxes, soil moisture by layers, etc. "
Keyword:: climate
Discipline:: Science

Large-eddy simulation of BVOC during the 2011 DISCOVER-AQ

Creator:: Steiner, Allison and Li, Yang
Description:: Case 1: A fair weather condition; Case 2: A convective event; Case 3: A polluted event with high temperature and convection
Keyword:: LES, boundary layer, turbulence, and BVOC Chemistry
Discipline:: Science

Centimeter-Scale Electron Diffusion in Photoactive Organic Heterostructures

Creator:: Forrest, Stephen R., Panda, Anurag, Qu, Yue, Che, Xiaozhou, Coburn, Caleb, and Burlingame, Quinn
Description:: Mathematica Diffusion Simulation: Programmed by Coburn, Caleb. Simulation of diffusion in organic heterostructures, including least square fits and statistical goodness of fit analysis. Used to calculate fits to transient data in Fig 1, 3 and Extended Data Fig.2. Example data file included for download Matlab Montecarlo simulation: Programmed by Coburn, Caleb. Montecarlo simulation of charge diffusion on a cubic lattice to determine lateral diffusion length as a function of barrier height, assuming thermionic emission over the barrier. Matlab 2D Diffusion Simulation:Programmed by Coburn, Caleb. Modified from BYU Physics 430 Course Manual. Simulates diffusion around a film discontinuity, such a cut. Used to generate fits to Extended Data Fig. 1
Keyword:: Organic semiconductors and Charge diffusion
Discipline:: Science

Bangime audio 2015 text 01 Condolences

Creator:: Heath, Jeffrey and Dicko, Adama
Description:: transcription/translation to appear
Discipline:: Humanities

Bangime audio 2015 text 02 Chief and Pauper

Creator:: Heath, Jeffrey and Dicko, Adama
Description:: translation/transcription to appear
Discipline:: Humanities

Bangime audio 2015 text 03 politics

Creator:: Heath, Jeffrey and Dicko, Adama
Description:: transcription/translation to appear.
Discipline:: Humanities

Bangime audio 2015 text 04 Hunters part 1

Creator:: Heath, Jeffrey and Dicko, Adama
Description:: translation/translation to appear.
Discipline:: Humanities

Bangime audio 2015 text 04 Hunters part 2

Creator:: Heath, Jeffrey and Dicko, Adama
Description:: transcriptions and translation to appear; second of two parts of this text
Discipline:: Humanities

Bangime language (Mali) audio files

User Collection

Creator:: Heath, Jeffrey
Description:: Audio files for Bangime language (genetic isolate, eastern Mali)

5Works

Appendices for "Regulation of Müller Stem Cell Properties: Insights From a Zebrafish Model"

User Collection

Creator:: Sifuentes, Christopher J
Description:: Appendix1: Differential expression data for zebrafish regeneration and mouse degeneration models. Appendix2: Gene ontology data for zebrafish regeneration and mouse degeneration models. Appendix3: Pathway data for zebrafish regeneration and mouse degeneration models. Appendix4: Differential expression data and genes within linked peaks for mi2004 mutants. Appendix5: Gene ontology data for mi2004 mutants. Appendix6: Pathway data for mi2004 mutants. Appendix7: Linkage plots for mi2004 mutants. Appendix8: Inverse PCR and genome-walking data.
Keyword:: Müller glia, zebrafish, regeneration, stem cell, and photoreceptor

8Works

Jamsay-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali (and a few in Burkina) in which Jamsay (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
Keyword:: Mali, Dogon, Jamsay, and villages
Discipline:: Humanities

Bangime-speaking (Mali) village photos

Creator:: Heath, Jeffrey
Description:: images of villages in Mali in which Bangime is the primary language. Each file name contains important information about the photos, and are structured thus: LanguageFamily_Language_IdentificationNumber_GeographicCoordinate_Description_Date_InitialsOfThePhotographer
Keyword:: Mali, Bangime, and villages
Discipline:: Humanities

Tamashek-speaking (Berber, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Tamashek (Berber 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
Keyword:: Tamashek, villages, Berber, and Mali
Discipline:: Humanities

Ampari-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali (and a few in Burkina) in which Jamsay (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
Keyword:: villages, Dogon, Ampari, and Mali
Discipline:: Humanities

Bankan Tey-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Bankan Tey (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
Keyword:: villages, Dogon, Bankan Tey, and Mali
Discipline:: Humanities

Ben Tey-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Ben Tey (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
Keyword:: villages, Dogon, Ben Tey, and Mali
Discipline:: Humanities

Atlantic Fulfulde-speaking (Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Atlantic Fulfulde is the primary language. Each file name contains important information about the photos, and are structured thus: LanguageFamily_Language_IdentificationNumber_GeographicCoordinate_Description_Date_InitialsOfThePhotographer
Keyword:: Fulfulde, villages, Atlantic Fulfulde, and Mali
Discipline:: Humanities

Bunoge-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Bunoge (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
Keyword:: villages, Dogon, Bunoge, and Mali
Discipline:: Humanities

Dogul Dom-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
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
Keyword:: villages, Dogon, Dogul Dom, and Mali
Discipline:: Humanities

Donno So (Kamma So)-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Donno So (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
Keyword:: villages, Dogon, Donno So, Kamma So, and Mali
Discipline:: Humanities

Mombo-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: images of villages in Mali in which Mombo (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
Keyword:: villages, Dogon, Mombo, and Mali
Discipline:: Humanities

Nanga-speaking (Dogon Mali) village photos

Creator:: Heath, Jeffrey
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
Keyword:: villages, Nanga, Dogon, and Mali
Discipline:: Humanities

Penange-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Penange (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
Keyword:: villages, Penange, Dogon, and Mali
Discipline:: Humanities

Tebul Ure-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
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
Keyword:: villages, Dogon, Tebul Ure, and Mali
Discipline:: Humanities

Tiranige-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Tiranige (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
Keyword:: villages, Dogon, Tiranige, and Mali
Discipline:: Humanities

Tommo So-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Tommo So (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
Keyword:: villages, Dogon, Tommo So, and Mali
Discipline:: Humanities

Toro So-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Toro So (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
Keyword:: villages, Dogon, Toro So, and Mali
Discipline:: Humanities

Tomo Kan-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Tomo Kan(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
Keyword:: villages, Dogon, Tomo Kan, and Mali
Discipline:: Humanities

Toro Tegu-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Toro Tegu (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
Keyword:: villages, Dogon, Toro Tegu, and Mali
Discipline:: Humanities

Yanda Dom-speaking (Dogon, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Yanda 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
Keyword:: villages, Dogon, Yanda Dom, and Mali
Discipline:: Humanities

Moore-speaking (Gur, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Moore (Gur 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
Keyword:: villages, Gur, Moore, and Mali
Discipline:: Humanities

Bozo Jenama-speaking (Mande, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Bozo Jenama (Mande 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
Keyword:: villages, Mande, Bozo Jenama, and Mali
Discipline:: Humanities

Humburi Senni-speaking (Songhay, Mali) village photos

Creator:: Heath, Jeffrey
Description:: Images of villages in Mali in which Humburi Senni (Songhay 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
Keyword:: villages, Songhay, Humburi Senni, and Mali
Discipline:: Humanities

Central Mali cultural event documentaries

Creator:: Heath, Jeffrey
Description:: Documentaries about festivals (some annual, some less often) and ceremonial events, filmed in the course of linguistic fieldwork in central Mali. Those relating to Dogon are: Bamba fishfest 2010; Degeju festival at Yendouma 2012; Dogon cowfest at Pergue 2011; Ginna Dogon 2011 Bandiagara; Koira Bery festival 2010; Songho circumcision 2010; Tomtoms of Tupere; and Yanda huntfest 2010. Bangande (speakers of Bangime) are represented in Tabaski at Bounou (the Muslim feast of the ram). Fulbe are represented in Cowfest at Bamguel 2011 (cowfests are a Fulbe specialty, but the Dogon of Pergue have their own). Songhay is represented by Coronation at Hombori 2011 (the enthronment or "intronisation" of a new king of Hombori). Videos are available in multiple formats.
Keyword:: Mali, Dogon, Songhay, Fulbe, and Bangande
Discipline:: Humanities

Central Mali food and drink preparation documentaries

Creator:: Heath, Jeffrey
Description:: These are documentaries made in the course of linguistic fieldwork in central Mali. Most are presented here in three different video formats. All of those in the present group are of Dogon people. Beni village near Douentza figures in many of them. "Cooked spiced millet with roselle leaves" and "steamed cowpeas with millet" are from Walo village. "Cream of millet with tamarind" is from Bendiely village. "Beer brewing" is from Yanda village. "Groundnuts roasted and boiled" is from near Sévaré. "Macari" is from Kowo village near Sévaré. See also the separate works "Central Mali agriculture documentaries" and "Central Mali herding and dairy documentaries".
Keyword:: Mali, Dogon, food preparation, and beer brewing
Discipline:: Humanities

Central Mali agriculture documentaries

Creator:: Heath, Jeffrey
Description:: Videos produced in the course of linguistic fieldwork. Most are presented here in three different video formats. "Gardening Diondiori" illustrates dry-season farming mostly of cash crops using ground water (springs, drying ponds and rivers, underground water sources). The other videos in this block are of ordinary rainwater agriculture done in the rainy season, featuring Dogon people and, in the case of "Rice harvest and threshing," Bangande (speakers of Bangime), who have the same agricultural methods. The principal rainy season crop in the zone is millet (Cenchrus spicatus), but most of the documentaries here are about secondary crops (cowpea, fonio, groundnut, peanut, groundnut, roselle, rice, sesame, sweet potato). "Driving off grain-eating birds" is based on an unsteady cellphone video brought to us, except for the final segments which we shot.
Keyword:: Mali, Dogon, and agriculture
Discipline:: Humanities

Central Mali herding and dairy documentaries

Creator:: Heath, Jeffrey
Description:: These videos were produced in the course of linguistic fieldwork in central Mali. They are presented here in multiple video formats. The cattle herders par excellence in the zone are traditional Fulbe, who enter towns and Dogon villages to sell fresh and curdled milk along with butter.
Keyword:: Mali, Fulbe, cattle herding, and curdled milk
Discipline:: Humanities

Central Mali hunting and collecting documentaries

Creator:: Heath, Jeffrey
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.
Keyword:: Mali, Dogon, honey, edible insects, and water lilies
Discipline:: Humanities

Central Mali oils soaps and soda-ash documentaries

Creator:: Heath, Jeffrey
Description:: Videos done in the course of linguistic fieldwork in Central Mali. They are presented here in two or three video formats. The videos show how Dogon villagers press oil from nuts and fruit pits, make liquid soda ash (French potasse), and make soap. Some are in standard documentary form, some early ones ("compendiums") are sequences of brief clips. Most were made in Beni village or in the Douentza area.
Keyword:: Mali, Dogon, vegetable oils, soapmaking, and soda ash
Discipline:: Humanities

Central Mali documentary videos

User Collection

Creator:: Heath, Jeffrey G.
Description:: Short documentary videos of practical activities and cultural events of Dogon, Fulbe, Songhay, and Bangande ethnic groups of eastern Central Mali. The videos were byproducts of linguistic research on the local language. They are presented here in three formats: wmv, avi, and either qt or mov. See the "readme" files in each work for a summary of the videos in it. and The footage was shot with various digital cameras. The oldest videos (2010 and one or two from 2011) were edited using iMovie. The later videos were edited using AVS editing software. Several of the 2010 videos, referred to as "compilations," are simple sequences of short clips that combine to illustrate a complex activity such as extracting oil from nuts. The later videos are in more flowing documentary form with overlaid titles in English. In some cases, vocabulary from the relevant native language is included in the titles.
Keyword:: Mali and Dogon
Discipline:: Humanities

7Works

SAS code combines demographic and microbial data

Creator:: Ai Wen U Michigan
Description:: This is the SAS code that Ai Wen at U Michigan created to combine the clinical, cervical and microbiological data of each participant. The files were combined based on participants' screening number

PTB microbial data

Creator:: Usha Srinivasan U Michigan
Description:: This is the bacterial DNA data extracted from the gram stain slides. The targeted bacteria genera and species include: Atopobium spp., bacterial vaginosis-associated bacterium (BVAB) types 1, 2 and 3 in the order Clostridiales, Escherichia coli, Gardnerella vaginalis, Group B Streptococcus, Lactobacillus spp., Mobiluncus spp., Mycoplasma spp., and Ureaplasma spp. We also used a primer set for Lactic Acid Bacteria (LAB) that includes lactic acid producing bacteria of the genera Lactobacillus, Pediococcus, Leuconostoc, and Weissella. We calculated the relative proportion of each bacterial taxon using the bacterial copies measured by each specific bacteria primer divided by the total bacterial copies. The limit of detection was 100 copies and readings lower than the limit were considered negative

PTB demographic and visit data

Creator:: Ai Wen U Michigan
Description:: This is the clinical data and vaginal measurement data U of Alabama provided. The column names are fairly self-explanatory. There was not an original data codebook associated with it. There has been some email exchanges to clarify several variables, which is recorded in the Word file "cerclage_owenscodebook.doc".

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