The USRDS is the largest and most comprehensive national ESRD surveillance system in the US (Collins et al., 2015). The USRDS contains data on all ESRD cases in the US through the Medical Evidence Report CMS-2728 which is mandated for all new patients diagnosed with ESRD (Foley and Collins, 2013). Detailed information about the USRDS can be found on their website (http://www.usrds.org). The EQI was constructed for 2000-2005 for all US counties and is composed of five domains (air, water, built, land, and sociodemographic), each composed of variables to represent the environmental quality of that domain. Domain-specific EQIs were developed using principal components analysis (PCA) to reduce these variables within each domain while the overall EQI was constructed from a second PCA from these individual domains (L. C. Messer et al., 2014). To account for differences in environment across rural and urban counties, the overall and domain-specific EQIs were stratified by rural urban continuum codes (RUCCs) (U.S. Department of Agriculture, 2015). This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: Human health data are not available publicly. EQI data are available at: https://edg.epa.gov/data/Public/ORD/NHEERL/EQI. Format: Data stored as csv files. This dataset is associated with the following publication: Kosnik, M., D. Reif, D. Lobdell, T. Astell-Burt, X. Feng, J. Hader, and J. Hoppin. Associations between access to healthcare, environmental quality, and end-stage renal disease survival time: Proportional-hazards models of over 1,000,000 people over 14 years. PLoS ONE. Public Library of Science, San Francisco, CA, USA, 14(3): e0214094, (2019).

This dataset comprises one SigmaPlot 13 file containing measured survival data and survival data predicted from the model coefficients selected by the LASSO procedure. This dataset is associated with the following publication: Ross, J., B. George, M. Bruno, and Y. Ge. Chemical-agnostic hazard prediction: statistical inference of in vitro toxicity pathways from proteomics responses to chemical mixtures. Computational Toxicology. Elsevier B.V., Amsterdam, NETHERLANDS, 2: 39-44, (2017).

The data provided is from a study on overwintering honey bee colonies using cold storage. Colonies were summered in two different geographic regions of the USA: South Texas and North Dakota. Colonies summered in North Dakota were placed in cold storage in either October or November of 2019. Placement in cold storage of hives summered in South Texas happened in November of 2019. A second set of colonies overwintered in south Texas. All sets of colonies were evaluated and sampled prior to and after cold storage and again after almond bloom in 2020. Colonies overwintered in South Texas were evaluated during the same periods as those in cold storage. Data are provided for frames of bees and brood pre and post cold storage as well as after almond bloom. The data included in the two files shows: bee frame counts, mite counts and brood counts. Lab data provided shows fat body weight as well as protein and lipid concentrations in worker bees pre and post cold storage /overwintering. Resources in this dataset: Resource Title: Colony Evaluations Pre and Post Cold Storage File Name: colony sizes.xlsx Resource Description: The data shows the colony evaluations including frames of brood, frames of bees, and pre treatment mite counts pre and post cold storage. Resource Title: Protein and Lipid Concentrations of Honey Bees Colonies Pre and Post Cold Storage File Name: fat body col sizes and analysis.xlsx Resource Description: The data shows the pre and post cold storage colony lipid and protein concentrations. Data also shows the average number frames of bees, brood and mite counts associated with these treatments.

This project aims to enhance survivability of a multi-mode point absorber. Included in this submission are content models providing a system definition and baseline LCOE calculations.

Preliminary System Design Package for the Triton-C WEC, including a report and CAD drawings pertaining to the overall preliminary design, system arrangement, surface float hull, and surface float arrangement.