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Datasets to reproduce the exploratory Bayesian network developed in USGS SIR 2018-5053 for estimating water-quality parameters at streamgage 03374100 White River at Hazleton, Indiana, 1973-2016

Dates

Publication Date
Start Date
1973-02-21
End Date
2016-09-14

Citation

Hopple, J.A., 2018, Datasets to reproduce the exploratory Bayesian network developed in USGS SIR 2018-5053 for estimating water-quality parameters at streamgage 03374100 White River at Hazleton, Indiana, 1973-2016: U.S. Geological Survey data release, https://doi.org/10.5066/P9JJYKWD.

Summary

This U.S. Geological Survey (USGS) data release contains the data used in the USGS Scientific Investigations Report 2018-5053 entitled "An exploratory Bayesian network for estimating the magnitudes and uncertainties of selected water-quality parameters at streamgage 03374100 White River at Hazleton, Indiana, from partially observed data." The four datasets, which contain only ASCII characters in a column-oriented format, are: (1) sel_qw_parm_full_time_series.csv: A comma-delimited file containing an irregular time series of 713 rows of discrete water-quality measurements that start on February 21, 1973 and end on September 14, 2016. (2) baye_network_initialize.cas: This tab-delimited file can be used to initialize a Bayesian network [...]

Contacts

Point of Contact :
David J Holtschlag
Originator :
Jessica A Hopple
Metadata Contact :
Jessica A Hopple
Publisher :
U.S. Geological Survey
Distributor :
GS ScienceBase
SDC Data Owner :
New Jersey Water Science Center
USGS Mission Area :
Water Resources

Attached Files

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

sel_qw_parm_full_time_series.csv
“Water-quality data”
149.02 KB text/csv
baye_network_initialize.cas
“Initializing data”
2.89 KB text/plain
baye_network_training.cas
“Training data”
59.52 KB text/plain
baye_network_testing.cas
“Testing data”
14.31 KB text/plain

Purpose

The datasets are being released so others can re-create the Bayesian network or apply the process to other networks.

Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P9JJYKWD

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