Calculate water quality scores
Arguments
- df
DOEE Ambient Water Quality Data that has been processed and formatted
- parameter_name
String to indicate target parameter: "Conductivity", "Dissolved oxygen (DO)", "Escherichia coli", "pH", "Temperature, water", "Turbidity"
- unit
String to indicate unit for water quality parameter
- max_criteria
DC water quality criteria as a maximum value
- min_criteria
DC water quality criteria as a minimum value
Examples
assess_wq(df_wq_processed_example,
parameter_name = "Temperature, water",
unit = "deg C",
max_criteria = 24)
#> $results
#> # A tibble: 586 × 9
#> sample_id location_id date parameter unit result qualifier excursion
#> <chr> <chr> <date> <chr> <chr> <dbl> <chr> <dbl>
#> 1 RCR01_1507… RCR01 2015-07-14 Temperat… deg C 23.2 "" NA
#> 2 RCR01_1508… RCR01 2015-08-11 Temperat… deg C 22.8 "" NA
#> 3 RCR01_1509… RCR01 2015-09-21 Temperat… deg C 19.4 "" NA
#> 4 RCR01_1510… RCR01 2015-10-20 Temperat… deg C 9.10 "" NA
#> 5 RCR01_1511… RCR01 2015-11-03 Temperat… deg C 12.5 "" NA
#> 6 RCR01_1512… RCR01 2015-12-15 Temperat… deg C 12.4 "" NA
#> 7 RCR01_1601… RCR01 2016-01-05 Temperat… deg C 1.85 "" NA
#> 8 RCR01_1602… RCR01 2016-02-02 Temperat… deg C 3.21 "" NA
#> 9 RCR01_1603… RCR01 2016-03-15 Temperat… deg C 10.8 "" NA
#> 10 RCR01_1604… RCR01 2016-04-05 Temperat… deg C 10.3 "" NA
#> # ℹ 576 more rows
#> # ℹ 1 more variable: outside_limit <dbl>
#>
#> $summary
#> # A tibble: 25 × 9
#> sci_subshed n_tests n_tests_failed excursion nse f2 f3 wqi score
#> <chr> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 Battery Kem… 14 0 0 0 0 0 100 10
#> 2 Broad Branch 14 0 0 0 0 0 100 10
#> 3 Dalecarlia … 14 1 0.0904 0.00646 7.14 0.642 94.9 9.49
#> 4 Dumbarton O… 14 0 0 0 0 0 100 10
#> 5 Fenwick Bra… 14 1 0.0179 0.00128 7.14 0.128 94.9 9.49
#> 6 Fort Chapli… 13 0 0 0 0 0 100 10
#> 7 Fort Davis … 14 0 0 0 0 0 100 10
#> 8 Fort Dupont… 10 0 0 0 0 0 100 10
#> 9 Fort Stanto… 14 1 0.0321 0.00229 7.14 0.229 94.9 9.49
#> 10 Foundry Bra… 14 0 0 0 0 0 100 10
#> # ℹ 15 more rows
#>
#> $score
#> # A tibble: 25 × 2
#> sci_subshed `Temperature, water`
#> <chr> <dbl>
#> 1 Battery Kemble Creek 10
#> 2 Broad Branch 10
#> 3 Dalecarlia Tributary 9.49
#> 4 Dumbarton Oaks 10
#> 5 Fenwick Branch 9.49
#> 6 Fort Chaplin Tributary 10
#> 7 Fort Davis Tributary 10
#> 8 Fort Dupont Tributary 10
#> 9 Fort Stanton Tributary 9.49
#> 10 Foundry Branch 10
#> # ℹ 15 more rows
#>