Load and Process Arsenic Data

Internal function to load USGS and EPA arsenic data, convert EPA lognormal to multinomial, and create weighted combined probability matrix.

Usage

load_and_process_arsenic_data(
  as_usgs_prob_csv,
  as_epa_prob_csv,
  as_conc_cols,
  pop_well_col,
  epa_as_mean_col,
  epa_as_sd_col,
  epa_pwell_col,
  geoid_col,
  epa_cutoffs
)

Arguments

as_usgs_prob_csv

Path to USGS probability CSV

as_epa_prob_csv

Path to EPA probability CSV

as_conc_cols

Column names for arsenic concentration probabilities

pop_well_col

Column name for population weights

epa_as_mean_col

Column name for EPA arsenic meanlog

epa_as_sd_col

Column name for EPA arsenic sdlog

epa_pwell_col

Column name for private well percentage

geoid_col

Column name for geographic identifier

epa_cutoffs

A numeric vector of cutoffs for categorizing arsenic levels based on EPA data

Value

List containing processed arsenic data

Details

This function is used within the sensitivity analysis workflow.