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

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...

Categories: Data; Tags: Bayesian, Bayesian network, Hazleton, Hydrogeology, Indiana, All tags... USGS Science Data Catalog (SDC), Water Quality, Water Resources, White River, conditional probability, d-separation (directional separation), directed acyclic graph (DAG), stream-gage measurement, streamflow, surface water (non-marine), surface water quality, water quality, Fewer tags