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  3. Regression models and associated data for describing variability of host specific bacteria fluxes in eight Great Lakes tributaries, 2011-2013

Regression models and associated data for describing variability of host specific bacteria fluxes in eight Great Lakes tributaries, 2011-2013

Dates

Publication Date
Start Date
2011-07-18
End Date
2013-07-01

Citation

Corsi, S.R., Dila, D.K., Lenaker, P.L., Baldwin, A.K., Bootsma, M.J., and McLellan, S.L., 2018, Regression models and associated data for describing variability of host specific bacteria fluxes in eight Great Lakes tributaries, 2011-2013: U.S. Geological Survey data release, https://doi.org/10.5066/F7VX0DRH.

Summary

Three regression models were developed for describing variability of host-specific flux data in eight Great Lakes tributaries. Models include one for Lachnospiraceae flux, one for human bacteroides flux, and one for ruminant bacteroides flux. Models were developed using the R project for statistical computing with core functionality and the survival, smwrBase, and smwrQW packages. Predictor variables for these models are included in the data file and input files provided. These include sampling dates and times, rainfall depth, percent of watershed underlain by tile drainage, cattle population (for the ruminant marker model) and human population (for the human marker models). Sample collection and laboratory analyses methods are fully [...]

Contacts

Point of Contact :
Steven R Corsi
Originator :
Steven R Corsi, Deborah K. Dila, Peter L Lenaker, Austin K Baldwin, Melinda J. Bootsma, Sandra L. McLellan
Metadata Contact :
Steven R Corsi
Publisher :
U.S. Geological Survey
Distributor :
U.S. Geological Survey - ScienceBase
USGS Mission Area :
Water Resources
SDC Data Owner :
Upper Midwest Water Science Center

Attached Files

Click on title to download individual files attached to this item.

Regression_models_data_for_GLRICEC_2011_2013.xml
Original FGDC Metadata
View 		215 Bytes application/fgdc+xml
Ancillary.zip
“Ancillary.zip” 		445 Bytes application/zip
Model.zip
“Model.zip” 		19.39 KB application/zip
Output.zip
“Output.zip” 		1.09 KB application/zip
Source.zip
“Source.zip” 		3.92 KB application/zip
dataArchiveFile.csv
“dataArchiveFile.csv” 		18.01 KB text/csv
readme.txt
“readme.txt” 		3.82 KB text/plain

Purpose

The models describe major factors that are associated with variability of human and ruminant marker flux in the eight sampled Great Lakes tributaries.

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Communities

  • USGS Data Release Products
  • Upper Midwest Water Science Center

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Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/F7VX0DRH

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