10 Rollup

site_use_param_assessments=rollUp(data=assessments, group_vars=c("IR_MLID","IR_MLNAME","IR_Lat","IR_Long","ASSESS_ID","AU_NAME", "BeneficialUse","R3172ParameterName"), expand_uses=TRUE)

## [1] "Beneficial use assessment category frequencies:"
##     
##        FS  idE idNE   NA   NS
##   1C  381   23  589 2098   15
##   2A   68    1   94  679    1
##   2B  372   23  639 5867   17
##   3A 2132   52 2784  897  123
##   3B  547    9  488  215   20
##   3C  122    0  109  209    0
##   3D   91    0  176  495    0
##   3E    0    0    0   15    0
##   4  1360   57 2157 3876   65
## [1] "Impaired parameter frequency:"
## 
##                             Aluminum                              Ammonia 
##                                   16                                    2 
##                              Arsenic                              Cadmium 
##                                   11                                    3 
## DO-temperature habitat profile width             Minimum Dissolved Oxygen 
##                                   24                                    6 
##                                   pH                   Temperature, water 
##                                   85                                   46 
##               Total Dissolved Solids 
##                                   48

au_use_param_assessments=rollUp(data=assessments, group_vars=c("ASSESS_ID","AU_NAME", "BeneficialUse","R3172ParameterName"), expand_uses=TRUE)

## [1] "Beneficial use assessment category frequencies:"
##     
##        FS  idE idNE   NA   NS
##   1C  199   12  208  861   12
##   2A   25    1   26  295    1
##   2B  220   16  219 2684   15
##   3A 1257   34  915  375   98
##   3B  312    7  167   93   13
##   3C   70    0   35   86    0
##   3D   49    0   47  126    0
##   3E    0    0    0    8    0
##   4   785   30  793 1721   53
## [1] "Impaired parameter frequency:"
## 
##                             Aluminum                              Ammonia 
##                                   13                                    2 
##                              Arsenic                              Cadmium 
##                                    8                                    3 
## DO-temperature habitat profile width             Minimum Dissolved Oxygen 
##                                   19                                    6 
##                                   pH                   Temperature, water 
##                                   71                                   33 
##               Total Dissolved Solids 
##                                   37

au_use_assessments=rollUp(data=assessments, group_vars=c("ASSESS_ID","AU_NAME", "BeneficialUse"), expand_uses=TRUE)

## [1] "Beneficial use assessment category frequencies:"
##     
##       FS idE idNE  NA  NS
##   1C 108  11   62   1  11
##   2A  25   1   26   2   1
##   2B 220  16  219  15  15
##   3A 218  24   67   0  76
##   3B  58   7   21   1  12
##   3C  34   0   10   2   0
##   3D  21   0   17   3   0
##   3E   0   0    0   2   0
##   4  251  28  186   0  52

au_assessments=rollUp(data=assessments, group_vars=c("ASSESS_ID","AU_NAME"), expand_uses=TRUE)

Figure 10.1: AU-use-parameter level assessment rollup.

Silver Creek assessment table from 2016 IR. Note matching impairments for arsenic, cadmium, & total dissolved solids in AU level rollup example data.

Figure 10.2: Silver Creek assessment table from 2016 IR. Note matching impairments for arsenic, cadmium, & total dissolved solids in AU level rollup example data.

Figure 10.3: AU level assessment rollup example.