A-Maine-Tank-2022_Abiotic

this script will aim to assess the differences between abiotic factors in treatment tanks.

Set up

read in relevant files

I took the dfs Diana sent me and read them in here.

make changes

temp.ph$Tank<-as.factor(temp.ph$Tank)
temp.ph$pH_Treatment<-as.factor(temp.ph$pH_Treatment)
temp.ph$Temp_Treatment<-as.factor(temp.ph$Temp_Treatment)
levels(temp.ph$Tank)

##  [1] "H1"  "H10" "H11" "H12" "H13" "H14" "H15" "H16" "H2"  "H3"  "H4"  "H5" 
## [13] "H6"  "H7"  "H8"  "H9"

levels(temp.ph$pH_Treatment)

## [1] "7.4"     "7.6"     "7.8"     "Ambient"

levels(temp.ph$Temp_Treatment)

## [1] "6"  "9"  "12"

analyze

## 
##  Descriptive statistics by group 
## Tank: H1
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## pH_Treatment*       3 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## Temp_Treatment*     4 21    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## DIC                 5 20 2100.29 45.50 2106.30 2100.95 53.82 2021.30 2166.00
## TA                  6 20 2118.57 57.57 2135.00 2119.47 58.41 2033.30 2202.40
## pHinsi_DIC_TA       7 20    7.59  0.07    7.58    7.59  0.08    7.43    7.70
## OmegaAragonite      8 20    0.72  0.13    0.69    0.72  0.15    0.47    0.93
## OmegaCalcite        9 20    1.14  0.20    1.09    1.14  0.23    0.75    1.47
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21   12.09  0.56   11.90   12.06  0.30   11.00   13.20
## YSI_Salinity_psu   12 21   30.58  1.65   31.45   30.66  1.51   28.05   32.47
## YSI_DO_percent     13 21   98.95 12.01  101.60   98.94 15.86   79.20  117.40
## YSI_pH             14 21    7.58  0.09    7.56    7.57  0.04    7.48    7.94
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              144.70 -0.22    -1.37 10.17
## TA               169.10 -0.29    -1.53 12.87
## pHinsi_DIC_TA      0.26 -0.24    -0.89  0.02
## OmegaAragonite     0.46 -0.01    -1.28  0.03
## OmegaCalcite       0.72 -0.01    -1.27  0.05
## CO3                0.00  0.00    -1.28  0.00
## YSI_Temp_C         2.20  0.43    -0.66  0.12
## YSI_Salinity_psu   4.42 -0.21    -1.80  0.36
## YSI_DO_percent    38.20 -0.02    -1.54  2.62
## YSI_pH             0.46  2.77     8.34  0.02
## ------------------------------------------------------------ 
## Tank: H10
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## pH_Treatment*       3 21    4.00  0.00    4.00    4.00  0.00    4.00    4.00
## Temp_Treatment*     4 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 20 1986.41 44.33 1999.95 1989.39 39.88 1897.50 2045.20
## TA                  6 20 2115.12 60.10 2130.50 2116.35 65.31 2026.30 2198.90
## pHinsi_DIC_TA       7 20    8.00  0.05    8.00    8.00  0.05    7.88    8.12
## OmegaAragonite      8 20    1.53  0.21    1.52    1.53  0.22    1.10    1.92
## OmegaCalcite        9 20    2.43  0.33    2.43    2.44  0.34    1.75    3.06
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    9.14  0.36    9.10    9.16  0.44    8.50    9.70
## YSI_Salinity_psu   12 21   30.55  1.65   31.50   30.62  1.30   28.13   32.38
## YSI_DO_percent     13 20  102.30  8.58  104.05  102.99  8.60   83.10  113.90
## YSI_pH             14 21    8.01  0.09    8.00    8.01  0.07    7.87    8.29
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              147.70 -0.49    -1.15  9.91
## TA               172.60 -0.32    -1.51 13.44
## pHinsi_DIC_TA      0.24 -0.11     0.03  0.01
## OmegaAragonite     0.82 -0.13    -0.82  0.05
## OmegaCalcite       1.31 -0.12    -0.73  0.07
## CO3                0.00 -0.14    -0.87  0.00
## YSI_Temp_C         1.20 -0.22    -1.15  0.08
## YSI_Salinity_psu   4.25 -0.20    -1.83  0.36
## YSI_DO_percent    30.80 -0.56    -0.74  1.92
## YSI_pH             0.42  1.13     1.94  0.02
## ------------------------------------------------------------ 
## Tank: H11
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 22   10.55  6.42   10.50   10.50  8.15    1.00   21.00
## Tank*               2 22    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## pH_Treatment*       3 22    4.00  0.00    4.00    4.00  0.00    4.00    4.00
## Temp_Treatment*     4 22    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## DIC                 5 21 1990.75 40.49 2003.20 1993.51 41.96 1907.00 2046.90
## TA                  6 21 2120.96 56.50 2141.00 2122.89 52.34 2030.60 2193.20
## pHinsi_DIC_TA       7 21    8.05  0.05    8.06    8.05  0.04    7.93    8.12
## OmegaAragonite      8 21    1.52  0.21    1.56    1.53  0.20    1.08    1.83
## OmegaCalcite        9 21    2.42  0.33    2.47    2.44  0.32    1.73    2.92
## CO3                10 21    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 22    6.21  0.60    6.00    6.23  0.59    4.70    7.30
## YSI_Salinity_psu   12 21   30.55  1.65   31.48   30.63  1.35   27.90   32.39
## YSI_DO_percent     13 21   99.39  9.70   96.60   99.18 13.94   86.00  115.50
## YSI_pH             14 22    8.04  0.10    8.02    8.03  0.07    7.89    8.28
##                   range  skew kurtosis    se
## Date*             20.00  0.03    -1.40  1.37
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              139.90 -0.55    -0.91  8.84
## TA               162.60 -0.41    -1.48 12.33
## pHinsi_DIC_TA      0.19 -0.81     0.13  0.01
## OmegaAragonite     0.76 -0.51    -0.67  0.05
## OmegaCalcite       1.19 -0.52    -0.59  0.07
## CO3                0.00 -0.50    -0.73  0.00
## YSI_Temp_C         2.60 -0.31    -0.19  0.13
## YSI_Salinity_psu   4.49 -0.23    -1.78  0.36
## YSI_DO_percent    29.50  0.10    -1.44  2.12
## YSI_pH             0.39  1.07     1.04  0.02
## ------------------------------------------------------------ 
## Tank: H12
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21    4.00  0.00    4.00    4.00  0.00    4.00    4.00
## pH_Treatment*       3 21    4.00  0.00    4.00    4.00  0.00    4.00    4.00
## Temp_Treatment*     4 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 20 1989.20 41.81 1996.90 1991.51 45.37 1908.70 2044.90
## TA                  6 20 2119.32 57.54 2133.15 2120.64 63.31 2029.40 2195.50
## pHinsi_DIC_TA       7 20    8.01  0.05    8.02    8.01  0.03    7.89    8.12
## OmegaAragonite      8 20    1.54  0.22    1.55    1.54  0.26    1.13    1.92
## OmegaCalcite        9 20    2.44  0.34    2.46    2.46  0.39    1.80    3.07
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    8.67  0.30    8.60    8.65  0.30    8.20    9.20
## YSI_Salinity_psu   12 21   30.52  1.65   31.45   30.57  1.41   28.12   32.40
## YSI_DO_percent     13 21   95.41  8.39   96.80   95.64  8.15   78.60  109.30
## YSI_pH             14 21    8.02  0.08    8.00    8.01  0.07    7.87    8.24
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              136.20 -0.43    -1.15  9.35
## TA               166.10 -0.35    -1.52 12.87
## pHinsi_DIC_TA      0.23 -0.28     0.22  0.01
## OmegaAragonite     0.80 -0.18    -0.98  0.05
## OmegaCalcite       1.27 -0.18    -0.89  0.08
## CO3                0.00 -0.19    -1.03  0.00
## YSI_Temp_C         1.00  0.24    -1.05  0.06
## YSI_Salinity_psu   4.28 -0.17    -1.86  0.36
## YSI_DO_percent    30.70 -0.27    -0.83  1.83
## YSI_pH             0.37  0.77     0.97  0.02
## ------------------------------------------------------------ 
## Tank: H13
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 22   10.55  6.42   10.50   10.50  8.15    1.00   21.00
## Tank*               2 22    5.00  0.00    5.00    5.00  0.00    5.00    5.00
## pH_Treatment*       3 22    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## Temp_Treatment*     4 22    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## DIC                 5 21 2155.67 58.99 2172.00 2156.47 47.89 2059.30 2252.30
## TA                  6 21 2120.70 55.98 2147.60 2122.28 47.29 2029.60 2195.50
## pHinsi_DIC_TA       7 21    7.40  0.06    7.39    7.40  0.04    7.32    7.60
## OmegaAragonite      8 21    0.47  0.07    0.46    0.46  0.06    0.38    0.73
## OmegaCalcite        9 21    0.75  0.12    0.72    0.73  0.08    0.61    1.16
## CO3                10 21    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 22   11.54  0.85   11.60   11.58  0.67    9.90   12.80
## YSI_Salinity_psu   12 21   30.54  1.61   31.63   30.61  1.08   28.08   32.36
## YSI_DO_percent     13 21   96.78 11.33   94.50   96.81  8.45   75.00  118.10
## YSI_pH             14 22    7.45  0.08    7.43    7.44  0.07    7.35    7.61
##                   range  skew kurtosis    se
## Date*             20.00  0.03    -1.40  1.37
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              193.00 -0.28    -1.38 12.87
## TA               165.90 -0.38    -1.47 12.22
## pHinsi_DIC_TA      0.28  1.53     2.79  0.01
## OmegaAragonite     0.35  1.92     4.65  0.02
## OmegaCalcite       0.55  1.98     4.88  0.03
## CO3                0.00  1.80     4.17  0.00
## YSI_Temp_C         2.90 -0.54    -0.61  0.18
## YSI_Salinity_psu   4.28 -0.23    -1.79  0.35
## YSI_DO_percent    43.10  0.12    -0.83  2.47
## YSI_pH             0.26  0.76    -0.61  0.02
## ------------------------------------------------------------ 
## Tank: H14
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21    6.00  0.00    6.00    6.00  0.00    6.00    6.00
## pH_Treatment*       3 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## Temp_Treatment*     4 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 20 2164.01 58.52 2167.20 2161.26 82.51 2084.80 2266.70
## TA                  6 20 2119.79 55.10 2135.75 2120.91 56.93 2032.20 2195.70
## pHinsi_DIC_TA       7 20    7.40  0.06    7.39    7.40  0.06    7.29    7.56
## OmegaAragonite      8 20    0.43  0.06    0.42    0.42  0.07    0.31    0.57
## OmegaCalcite        9 20    0.68  0.09    0.67    0.67  0.10    0.49    0.92
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    9.00  0.83    9.10    9.11  0.74    6.00   10.00
## YSI_Salinity_psu   12 21   30.59  1.60   31.55   30.65  1.47   28.23   32.54
## YSI_DO_percent     13 21   94.94  8.85   96.20   95.14  7.71   78.70  111.50
## YSI_pH             14 21    7.39  0.08    7.39    7.39  0.04    7.24    7.59
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              181.90  0.14    -1.39 13.08
## TA               163.50 -0.30    -1.52 12.32
## pHinsi_DIC_TA      0.27  0.46     0.18  0.01
## OmegaAragonite     0.27  0.37     0.02  0.01
## OmegaCalcite       0.42  0.43     0.14  0.02
## CO3                0.00  0.32    -0.07  0.00
## YSI_Temp_C         4.00 -2.12     5.53  0.18
## YSI_Salinity_psu   4.31 -0.18    -1.85  0.35
## YSI_DO_percent    32.80 -0.19    -0.78  1.93
## YSI_pH             0.35  0.31     0.48  0.02
## ------------------------------------------------------------ 
## Tank: H15
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21    7.00  0.00    7.00    7.00  0.00    7.00    7.00
## pH_Treatment*       3 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## Temp_Treatment*     4 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## DIC                 5 20 2182.24 63.19 2199.10 2182.75 80.21 2087.80 2286.80
## TA                  6 20 2121.64 54.59 2140.60 2122.78 53.08 2035.70 2197.90
## pHinsi_DIC_TA       7 20    7.39  0.08    7.39    7.39  0.07    7.19    7.53
## OmegaAragonite      8 20    0.37  0.06    0.37    0.37  0.04    0.22    0.52
## OmegaCalcite        9 20    0.59  0.10    0.59    0.59  0.07    0.35    0.83
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    6.18  0.56    6.30    6.15  0.74    5.30    7.50
## YSI_Salinity_psu   12 21   30.60  1.61   31.58   30.66  1.23   28.16   32.41
## YSI_DO_percent     13 21   94.85  7.73   94.50   95.38  8.30   73.80  109.90
## YSI_pH             14 21    7.37  0.09    7.38    7.37  0.07    7.23    7.57
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              199.00 -0.11    -1.51 14.13
## TA               162.20 -0.30    -1.50 12.21
## pHinsi_DIC_TA      0.34 -0.50     0.10  0.02
## OmegaAragonite     0.30 -0.05     0.70  0.01
## OmegaCalcite       0.48 -0.05     0.63  0.02
## CO3                0.00 -0.06     0.74  0.00
## YSI_Temp_C         2.20  0.44    -0.62  0.12
## YSI_Salinity_psu   4.25 -0.18    -1.86  0.35
## YSI_DO_percent    36.10 -0.66     0.71  1.69
## YSI_pH             0.34  0.08    -0.81  0.02
## ------------------------------------------------------------ 
## Tank: H16
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21    8.00  0.00    8.00    8.00  0.00    8.00    8.00
## pH_Treatment*       3 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## Temp_Treatment*     4 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 20 2163.48 63.10 2166.40 2159.07 68.72 2059.80 2325.30
## TA                  6 20 2120.44 55.12 2139.95 2121.38 51.00 2033.60 2194.10
## pHinsi_DIC_TA       7 20    7.41  0.14    7.45    7.43  0.10    6.97    7.58
## OmegaAragonite      8 20    0.46  0.12    0.48    0.46  0.11    0.16    0.65
## OmegaCalcite        9 20    0.72  0.19    0.76    0.73  0.17    0.25    1.04
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    9.35  0.25    9.30    9.35  0.30    8.90    9.80
## YSI_Salinity_psu   12 21   30.52  1.62   31.51   30.57  1.38   28.09   32.44
## YSI_DO_percent     13 20  106.03  6.13  106.10  106.21  5.34   92.90  119.20
## YSI_pH             14 21    7.40  0.14    7.41    7.42  0.10    6.98    7.64
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              265.50  0.61     0.09 14.11
## TA               160.50 -0.30    -1.54 12.33
## pHinsi_DIC_TA      0.61 -1.54     2.66  0.03
## OmegaAragonite     0.50 -0.53    -0.05  0.03
## OmegaCalcite       0.79 -0.54    -0.03  0.04
## CO3                0.00 -0.52    -0.07  0.00
## YSI_Temp_C         0.90 -0.11    -0.89  0.05
## YSI_Salinity_psu   4.35 -0.17    -1.86  0.35
## YSI_DO_percent    26.30 -0.15    -0.30  1.37
## YSI_pH             0.66 -1.15     2.09  0.03
## ------------------------------------------------------------ 
## Tank: H2
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 22   10.55  6.42   10.50   10.50  8.15    1.00   21.00
## Tank*               2 22    9.00  0.00    9.00    9.00  0.00    9.00    9.00
## pH_Treatment*       3 22    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## Temp_Treatment*     4 22    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 21 2103.05 47.51 2101.00 2104.73 62.27 2027.10 2162.60
## TA                  6 21 2123.44 59.59 2144.40 2124.27 54.86 2037.40 2202.60
## pHinsi_DIC_TA       7 21    7.64  0.06    7.62    7.64  0.06    7.48    7.75
## OmegaAragonite      8 21    0.71  0.13    0.70    0.72  0.14    0.46    0.97
## OmegaCalcite        9 21    1.14  0.20    1.10    1.14  0.21    0.73    1.53
## CO3                10 21    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 22    8.99  0.33    8.95    8.96  0.30    8.60    9.70
## YSI_Salinity_psu   12 21   30.62  1.68   31.48   30.69  1.57   28.08   32.54
## YSI_DO_percent     13 21   96.71  8.05   95.80   96.05  8.90   85.80  118.40
## YSI_pH             14 22    7.63  0.10    7.61    7.62  0.04    7.49    7.96
##                   range  skew kurtosis    se
## Date*             20.00  0.03    -1.40  1.37
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              135.50 -0.23    -1.44 10.37
## TA               165.20 -0.36    -1.48 13.00
## pHinsi_DIC_TA      0.27 -0.36     0.01  0.01
## OmegaAragonite     0.51  0.01    -0.88  0.03
## OmegaCalcite       0.80  0.01    -0.86  0.04
## CO3                0.00  0.01    -0.90  0.00
## YSI_Temp_C         1.10  0.76    -0.56  0.07
## YSI_Salinity_psu   4.46 -0.20    -1.81  0.37
## YSI_DO_percent    32.60  0.67     0.27  1.76
## YSI_pH             0.47  1.78     3.57  0.02
## ------------------------------------------------------------ 
## Tank: H3
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21   10.00  0.00   10.00   10.00  0.00   10.00   10.00
## pH_Treatment*       3 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## Temp_Treatment*     4 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## DIC                 5 20 2101.42 42.48 2103.00 2100.20 51.89 2038.70 2171.10
## TA                  6 20 2120.84 58.57 2136.90 2122.34 57.67 2030.00 2202.40
## pHinsi_DIC_TA       7 20    7.67  0.08    7.69    7.67  0.07    7.52    7.84
## OmegaAragonite      8 20    0.70  0.15    0.73    0.69  0.15    0.46    1.00
## OmegaCalcite        9 20    1.11  0.23    1.16    1.10  0.23    0.73    1.60
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    6.13  0.76    6.00    6.04  0.44    5.00    8.70
## YSI_Salinity_psu   12 21   30.59  1.62   31.46   30.66  1.42   28.18   32.42
## YSI_DO_percent     13 21   99.60 13.54   99.00   98.48 10.38   77.50  133.30
## YSI_pH             14 21    7.65  0.10    7.64    7.63  0.06    7.51    7.98
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              132.40  0.12    -1.34  9.50
## TA               172.40 -0.35    -1.53 13.10
## pHinsi_DIC_TA      0.31 -0.12    -0.99  0.02
## OmegaAragonite     0.55  0.13    -0.98  0.03
## OmegaCalcite       0.86  0.14    -0.97  0.05
## CO3                0.00  0.13    -0.99  0.00
## YSI_Temp_C         3.70  1.67     3.77  0.17
## YSI_Salinity_psu   4.24 -0.19    -1.82  0.35
## YSI_DO_percent    55.80  0.62    -0.01  2.95
## YSI_pH             0.47  1.51     2.80  0.02
## ------------------------------------------------------------ 
## Tank: H4
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21   11.00  0.00   11.00   11.00  0.00   11.00   11.00
## pH_Treatment*       3 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## Temp_Treatment*     4 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 20 2098.40 42.39 2105.20 2099.41 51.22 2031.10 2160.60
## TA                  6 20 2118.93 60.02 2135.30 2121.99 58.04 2011.50 2200.20
## pHinsi_DIC_TA       7 20    7.64  0.08    7.63    7.64  0.08    7.48    7.78
## OmegaAragonite      8 20    0.72  0.15    0.72    0.71  0.17    0.48    0.99
## OmegaCalcite        9 20    1.14  0.24    1.14    1.14  0.26    0.77    1.56
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    8.86  0.41    8.80    8.79  0.30    8.40   10.10
## YSI_Salinity_psu   12 21   30.56  1.62   31.46   30.63  1.38   28.16   32.39
## YSI_DO_percent     13 21  104.86 11.88  105.00  105.11 13.20   85.00  124.70
## YSI_pH             14 21    7.63  0.10    7.63    7.62  0.07    7.50    7.95
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              129.50 -0.27    -1.38  9.48
## TA               188.70 -0.40    -1.41 13.42
## pHinsi_DIC_TA      0.30 -0.21    -0.78  0.02
## OmegaAragonite     0.51  0.06    -1.13  0.03
## OmegaCalcite       0.80  0.06    -1.11  0.05
## CO3                0.00  0.06    -1.14  0.00
## YSI_Temp_C         1.70  1.55     1.95  0.09
## YSI_Salinity_psu   4.23 -0.20    -1.82  0.35
## YSI_DO_percent    39.70 -0.14    -1.14  2.59
## YSI_pH             0.45  1.36     2.41  0.02
## ------------------------------------------------------------ 
## Tank: H5
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21   12.00  0.00   12.00   12.00  0.00   12.00   12.00
## pH_Treatment*       3 21    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## Temp_Treatment*     4 21    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## DIC                 5 20 2034.32 50.47 2052.90 2039.94 45.52 1933.20 2086.80
## TA                  6 20 2114.59 59.61 2128.65 2115.69 59.23 2025.30 2199.40
## pHinsi_DIC_TA       7 20    7.81  0.07    7.82    7.81  0.07    7.70    7.92
## OmegaAragonite      8 20    1.14  0.18    1.16    1.14  0.18    0.86    1.47
## OmegaCalcite        9 20    1.81  0.28    1.84    1.80  0.30    1.37    2.31
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21   11.89  0.32   11.90   11.90  0.44   11.30   12.40
## YSI_Salinity_psu   12 21   30.53  1.65   31.38   30.59  1.51   28.08   32.40
## YSI_DO_percent     13 21  101.92  9.17  101.20  101.93  6.82   84.30  121.60
## YSI_pH             14 21    7.83  0.09    7.82    7.83  0.06    7.70    8.10
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              153.60 -0.66    -1.07 11.28
## TA               174.10 -0.28    -1.54 13.33
## pHinsi_DIC_TA      0.23 -0.06    -1.25  0.02
## OmegaAragonite     0.60  0.13    -0.99  0.04
## OmegaCalcite       0.94  0.11    -1.02  0.06
## CO3                0.00  0.15    -0.98  0.00
## YSI_Temp_C         1.10 -0.06    -1.20  0.07
## YSI_Salinity_psu   4.32 -0.18    -1.83  0.36
## YSI_DO_percent    37.30  0.08    -0.53  2.00
## YSI_pH             0.40  0.92     1.03  0.02
## ------------------------------------------------------------ 
## Tank: H6
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 22   10.55  6.42   10.50   10.50  8.15    1.00   21.00
## Tank*               2 22   13.00  0.00   13.00   13.00  0.00   13.00   13.00
## pH_Treatment*       3 22    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## Temp_Treatment*     4 22    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 21 2041.47 53.73 2064.60 2046.93 36.62 1931.20 2097.80
## TA                  6 21 2120.20 60.16 2142.40 2122.31 53.08 2026.30 2200.40
## pHinsi_DIC_TA       7 21    7.84  0.06    7.83    7.84  0.07    7.75    7.97
## OmegaAragonite      8 21    1.11  0.15    1.09    1.11  0.13    0.87    1.34
## OmegaCalcite        9 21    1.77  0.24    1.75    1.77  0.20    1.38    2.14
## CO3                10 21    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 22    9.22  0.39    9.30    9.22  0.52    8.60    9.80
## YSI_Salinity_psu   12 21   30.60  1.64   31.44   30.68  1.45   28.13   32.42
## YSI_DO_percent     13 21   98.71 11.04  100.00   98.96 11.27   77.20  119.80
## YSI_pH             14 22    7.85  0.10    7.84    7.84  0.08    7.73    8.13
##                   range  skew kurtosis    se
## Date*             20.00  0.03    -1.40  1.37
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              166.60 -0.67    -1.10 11.73
## TA               174.10 -0.41    -1.50 13.13
## pHinsi_DIC_TA      0.22  0.20    -0.91  0.01
## OmegaAragonite     0.47 -0.15    -1.15  0.03
## OmegaCalcite       0.76 -0.14    -1.15  0.05
## CO3                0.00 -0.16    -1.15  0.00
## YSI_Temp_C         1.20 -0.06    -1.33  0.08
## YSI_Salinity_psu   4.29 -0.20    -1.81  0.36
## YSI_DO_percent    42.60 -0.21    -0.75  2.41
## YSI_pH             0.40  0.98     0.69  0.02
## ------------------------------------------------------------ 
## Tank: H7
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21   14.00  0.00   14.00   14.00  0.00   14.00   14.00
## pH_Treatment*       3 21    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## Temp_Treatment*     4 21    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## DIC                 5 20 2037.94 46.35 2055.15 2041.80 39.66 1937.00 2099.70
## TA                  6 20 2119.80 57.66 2132.25 2121.20 60.27 2035.00 2200.80
## pHinsi_DIC_TA       7 20    7.89  0.07    7.92    7.89  0.09    7.79    7.99
## OmegaAragonite      8 20    1.12  0.18    1.14    1.11  0.18    0.85    1.44
## OmegaCalcite        9 20    1.78  0.29    1.83    1.78  0.30    1.36    2.29
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    6.38  0.53    6.10    6.28  0.15    6.00    8.40
## YSI_Salinity_psu   12 21   30.57  1.64   31.43   30.64  1.45   28.10   32.41
## YSI_DO_percent     13 21   98.95  8.11  100.10   98.74  9.79   84.00  117.40
## YSI_pH             14 21    7.87  0.09    7.82    7.85  0.06    7.77    8.13
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              162.70 -0.57    -0.93 10.36
## TA               165.80 -0.29    -1.56 12.89
## pHinsi_DIC_TA      0.20 -0.11    -1.64  0.02
## OmegaAragonite     0.60  0.03    -1.19  0.04
## OmegaCalcite       0.93  0.02    -1.23  0.06
## CO3                0.00  0.03    -1.18  0.00
## YSI_Temp_C         2.40  2.55     7.02  0.12
## YSI_Salinity_psu   4.31 -0.20    -1.82  0.36
## YSI_DO_percent    33.40  0.19    -0.56  1.77
## YSI_pH             0.36  1.20     0.76  0.02
## ------------------------------------------------------------ 
## Tank: H8
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21   15.00  0.00   15.00   15.00  0.00   15.00   15.00
## pH_Treatment*       3 21    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## Temp_Treatment*     4 21    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 20 2045.89 54.93 2070.85 2048.94 56.04 1937.20 2113.10
## TA                  6 20 2117.98 57.35 2129.65 2119.08 59.30 2033.10 2199.90
## pHinsi_DIC_TA       7 20    7.82  0.06    7.81    7.82  0.07    7.72    7.94
## OmegaAragonite      8 20    1.06  0.15    1.02    1.05  0.14    0.87    1.34
## OmegaCalcite        9 20    1.68  0.23    1.62    1.67  0.23    1.39    2.13
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21    8.93  0.67    9.10    9.02  0.44    6.80    9.80
## YSI_Salinity_psu   12 21   30.52  1.63   31.37   30.58  1.48   28.15   32.37
## YSI_DO_percent     13 21   97.07  9.13   94.90   96.35  7.26   83.70  118.00
## YSI_pH             14 21    7.84  0.10    7.82    7.83  0.07    7.71    8.11
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              175.90 -0.42    -1.41 12.28
## TA               166.80 -0.28    -1.53 12.82
## pHinsi_DIC_TA      0.22  0.20    -1.06  0.01
## OmegaAragonite     0.47  0.41    -1.33  0.03
## OmegaCalcite       0.74  0.40    -1.36  0.05
## CO3                0.00  0.42    -1.29  0.00
## YSI_Temp_C         3.00 -1.51     2.46  0.15
## YSI_Salinity_psu   4.22 -0.18    -1.84  0.36
## YSI_DO_percent    34.30  0.68    -0.35  1.99
## YSI_pH             0.40  1.17     1.09  0.02
## ------------------------------------------------------------ 
## Tank: H9
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 21   11.00  6.20   11.00   11.00  7.41    1.00   21.00
## Tank*               2 21   16.00  0.00   16.00   16.00  0.00   16.00   16.00
## pH_Treatment*       3 21    4.00  0.00    4.00    4.00  0.00    4.00    4.00
## Temp_Treatment*     4 21    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## DIC                 5 20 1993.51 42.30 2003.90 1995.97 42.55 1915.90 2050.40
## TA                  6 20 2116.94 56.57 2129.45 2118.09 65.53 2031.10 2194.40
## pHinsi_DIC_TA       7 20    7.94  0.05    7.94    7.94  0.04    7.81    8.03
## OmegaAragonite      8 20    1.51  0.19    1.51    1.52  0.20    1.10    1.85
## OmegaCalcite        9 20    2.38  0.29    2.39    2.40  0.29    1.74    2.93
## CO3                10 20    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 21   12.09  0.38   12.00   12.11  0.44   11.30   12.60
## YSI_Salinity_psu   12 21   30.51  1.65   31.49   30.57  1.32   28.12   32.38
## YSI_DO_percent     13 21   99.10  7.13  101.30   99.21  3.71   85.70  113.70
## YSI_pH             14 21    7.97  0.09    7.96    7.97  0.06    7.83    8.26
##                   range  skew kurtosis    se
## Date*             20.00  0.00    -1.37  1.35
## Tank*              0.00   NaN      NaN  0.00
## pH_Treatment*      0.00   NaN      NaN  0.00
## Temp_Treatment*    0.00   NaN      NaN  0.00
## DIC              134.50 -0.48    -1.14  9.46
## TA               163.30 -0.30    -1.52 12.65
## pHinsi_DIC_TA      0.23 -0.65     0.98  0.01
## OmegaAragonite     0.75 -0.31    -0.42  0.04
## OmegaCalcite       1.19 -0.32    -0.31  0.07
## CO3                0.00 -0.31    -0.54  0.00
## YSI_Temp_C         1.30 -0.23    -1.11  0.08
## YSI_Salinity_psu   4.26 -0.19    -1.80  0.36
## YSI_DO_percent    28.00 -0.26    -0.63  1.56
## YSI_pH             0.43  1.23     2.44  0.02

## 
##  Descriptive statistics by group 
## Temp_Treatment: 6
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 85   10.88  6.15   11.00   10.87  7.41    1.00   21.00
## Tank*               2 85    8.44  4.08    7.00    8.42  5.93    3.00   14.00
## pH_Treatment*       3 85    2.52  1.13    3.00    2.52  1.48    1.00    4.00
## Temp_Treatment*     4 85    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## DIC                 5 81 2077.01 86.88 2066.20 2073.22 87.92 1907.00 2286.80
## TA                  6 81 2120.81 55.77 2140.40 2122.32 56.49 2030.00 2202.40
## pHinsi_DIC_TA       7 81    7.75  0.26    7.80    7.77  0.32    7.19    8.12
## OmegaAragonite      8 81    0.93  0.46    0.88    0.91  0.63    0.22    1.83
## OmegaCalcite        9 81    1.49  0.74    1.41    1.46  1.00    0.35    2.92
## CO3                10 81    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 85    6.22  0.61    6.10    6.19  0.44    4.70    8.70
## YSI_Salinity_psu   12 84   30.58  1.60   31.47   30.65  1.39   27.90   32.42
## YSI_DO_percent     13 84   98.20 10.04   97.75   97.77  8.82   73.80  133.30
## YSI_pH             14 85    7.73  0.27    7.79    7.74  0.31    7.23    8.28
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.25 0.67
## Tank*             11.00  0.02    -1.31 0.44
## pH_Treatment*      3.00 -0.02    -1.41 0.12
## Temp_Treatment*    0.00   NaN      NaN 0.00
## DIC              379.80  0.37    -0.45 9.65
## TA               172.40 -0.36    -1.39 6.20
## pHinsi_DIC_TA      0.93 -0.36    -1.19 0.03
## OmegaAragonite     1.61  0.23    -1.24 0.05
## OmegaCalcite       2.57  0.22    -1.25 0.08
## CO3                0.00  0.23    -1.24 0.00
## YSI_Temp_C         4.00  1.10     3.38 0.07
## YSI_Salinity_psu   4.52 -0.21    -1.73 0.17
## YSI_DO_percent    59.50  0.50     0.90 1.10
## YSI_pH             1.05 -0.17    -1.01 0.03
## ------------------------------------------------------------ 
## Temp_Treatment: 9
##                  vars   n    mean    sd  median trimmed   mad     min     max
## Date*               1 170   10.88  6.13   11.00   10.88  7.41    1.00   21.00
## Tank*               2 170    8.53  4.16    9.00    8.54  5.19    2.00   15.00
## pH_Treatment*       3 170    2.50  1.12    2.50    2.50  0.74    1.00    4.00
## Temp_Treatment*     4 170    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## DIC                 5 162 2073.97 82.38 2083.15 2072.72 85.62 1897.50 2325.30
## TA                  6 162 2119.43 56.94 2139.20 2121.06 56.64 2011.50 2202.60
## pHinsi_DIC_TA       7 162    7.72  0.23    7.75    7.73  0.28    6.97    8.12
## OmegaAragonite      8 162    0.94  0.44    0.89    0.92  0.54    0.16    1.92
## OmegaCalcite        9 162    1.50  0.69    1.41    1.46  0.85    0.25    3.07
## CO3                10 162    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 170    9.02  0.51    9.00    9.04  0.44    6.00   10.10
## YSI_Salinity_psu   12 168   30.56  1.60   31.47   30.62  1.42   28.08   32.54
## YSI_DO_percent     13 166   99.45  9.85   99.75   99.42 10.30   77.20  124.70
## YSI_pH             14 170    7.72  0.25    7.74    7.73  0.30    6.98    8.29
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.23 0.47
## Tank*             13.00 -0.01    -1.14 0.32
## pH_Treatment*      3.00  0.00    -1.37 0.09
## Temp_Treatment*    0.00   NaN      NaN 0.00
## DIC              427.80  0.18    -0.26 6.47
## TA               191.10 -0.37    -1.35 4.47
## pHinsi_DIC_TA      1.15 -0.33    -0.70 0.02
## OmegaAragonite     1.76  0.38    -0.93 0.03
## OmegaCalcite       2.81  0.37    -0.95 0.05
## CO3                0.00  0.38    -0.93 0.00
## YSI_Temp_C         4.10 -1.55     7.51 0.04
## YSI_Salinity_psu   4.46 -0.20    -1.73 0.12
## YSI_DO_percent    47.50  0.03    -0.45 0.76
## YSI_pH             1.31 -0.18    -0.76 0.02
## ------------------------------------------------------------ 
## Temp_Treatment: 12
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 85   10.88  6.15   11.00   10.87  7.41    1.00   21.00
## Tank*               2 85    8.46  5.86    5.00    8.45  5.93    1.00   16.00
## pH_Treatment*       3 85    2.48  1.13    2.00    2.48  1.48    1.00    4.00
## Temp_Treatment*     4 85    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## DIC                 5 81 2071.99 79.53 2070.30 2071.35 81.25 1915.90 2252.30
## TA                  6 81 2117.74 56.39 2136.80 2119.11 59.16 2025.30 2202.40
## pHinsi_DIC_TA       7 81    7.68  0.22    7.70    7.68  0.31    7.32    8.03
## OmegaAragonite      8 81    0.95  0.43    0.89    0.93  0.56    0.38    1.85
## OmegaCalcite        9 81    1.51  0.67    1.40    1.48  0.88    0.61    2.93
## CO3                10 81    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 85   11.90  0.60   11.90   11.94  0.44    9.90   13.20
## YSI_Salinity_psu   12 84   30.54  1.61   31.47   30.61  1.36   28.05   32.47
## YSI_DO_percent     13 84   99.19 10.08   99.90   99.22 11.42   75.00  121.60
## YSI_pH             14 85    7.71  0.22    7.70    7.70  0.28    7.35    8.26
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.25 0.67
## Tank*             15.00  0.02    -1.61 0.64
## pH_Treatment*      3.00  0.02    -1.41 0.12
## Temp_Treatment*    0.00   NaN      NaN 0.00
## DIC              336.40  0.13    -0.66 8.84
## TA               177.10 -0.33    -1.39 6.27
## pHinsi_DIC_TA      0.71 -0.12    -1.42 0.02
## OmegaAragonite     1.47  0.31    -1.23 0.05
## OmegaCalcite       2.32  0.31    -1.24 0.07
## CO3                0.00  0.32    -1.22 0.00
## YSI_Temp_C         3.30 -0.95     2.18 0.07
## YSI_Salinity_psu   4.42 -0.22    -1.71 0.18
## YSI_DO_percent    46.60 -0.06    -0.65 1.10
## YSI_pH             0.91  0.16    -1.18 0.02

## 
##  Descriptive statistics by group 
## pH_Treatment: 7.4
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 85   10.88  6.15   11.00   10.87  7.41    1.00   21.00
## Tank*               2 85    6.48  1.13    6.00    6.48  1.48    5.00    8.00
## pH_Treatment*       3 85    1.00  0.00    1.00    1.00  0.00    1.00    1.00
## Temp_Treatment*     4 85    2.01  0.72    2.00    2.01  1.48    1.00    3.00
## DIC                 5 81 2166.22 60.61 2171.60 2164.73 75.91 2059.30 2325.30
## TA                  6 81 2120.64 54.17 2147.60 2121.87 47.29 2029.60 2197.90
## pHinsi_DIC_TA       7 81    7.40  0.09    7.40    7.40  0.06    6.97    7.60
## OmegaAragonite      8 81    0.43  0.09    0.42    0.43  0.08    0.16    0.73
## OmegaCalcite        9 81    0.69  0.14    0.67    0.68  0.12    0.25    1.16
## CO3                10 81    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 85    9.04  2.03    9.30    9.06  1.19    5.30   12.80
## YSI_Salinity_psu   12 84   30.56  1.58   31.55   30.62  1.30   28.08   32.54
## YSI_DO_percent     13 83   98.06  9.73   98.40   98.37 10.38   73.80  119.20
## YSI_pH             14 85    7.40  0.10    7.41    7.41  0.07    6.98    7.64
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.25 0.67
## Tank*              3.00  0.02    -1.41 0.12
## pH_Treatment*      0.00   NaN      NaN 0.00
## Temp_Treatment*    2.00 -0.02    -1.07 0.08
## DIC              266.00  0.13    -0.81 6.73
## TA               168.30 -0.34    -1.39 6.02
## pHinsi_DIC_TA      0.63 -1.18     5.37 0.01
## OmegaAragonite     0.57  0.23     1.52 0.01
## OmegaCalcite       0.91  0.23     1.59 0.02
## CO3                0.00  0.20     1.45 0.00
## YSI_Temp_C         7.50 -0.18    -0.82 0.22
## YSI_Salinity_psu   4.46 -0.20    -1.75 0.17
## YSI_DO_percent    45.40 -0.21    -0.29 1.07
## YSI_pH             0.66 -0.63     2.55 0.01
## ------------------------------------------------------------ 
## pH_Treatment: 7.6
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 85   10.88  6.15   11.00   10.87  7.41    1.00   21.00
## Tank*               2 85    7.76  3.96    9.00    8.17  1.48    1.00   11.00
## pH_Treatment*       3 85    2.00  0.00    2.00    2.00  0.00    2.00    2.00
## Temp_Treatment*     4 85    2.00  0.71    2.00    2.00  0.00    1.00    3.00
## DIC                 5 81 2100.82 43.75 2101.70 2101.49 55.60 2021.30 2171.10
## TA                  6 81 2120.48 57.87 2143.20 2122.10 56.64 2011.50 2202.60
## pHinsi_DIC_TA       7 81    7.63  0.08    7.63    7.63  0.09    7.43    7.84
## OmegaAragonite      8 81    0.71  0.14    0.72    0.71  0.16    0.46    1.00
## OmegaCalcite        9 81    1.13  0.22    1.14    1.13  0.25    0.73    1.60
## CO3                10 81    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 85    9.02  2.17    8.80    8.99  1.33    5.00   13.20
## YSI_Salinity_psu   12 84   30.59  1.61   31.46   30.66  1.48   28.05   32.54
## YSI_DO_percent     13 84  100.03 11.73   99.80   99.48 12.38   77.50  133.30
## YSI_pH             14 85    7.62  0.10    7.60    7.61  0.06    7.48    7.98
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.25 0.67
## Tank*             10.00 -1.04    -0.77 0.43
## pH_Treatment*      0.00   NaN      NaN 0.00
## Temp_Treatment*    2.00  0.00    -1.02 0.08
## DIC              149.80 -0.16    -1.24 4.86
## TA               191.10 -0.37    -1.36 6.43
## pHinsi_DIC_TA      0.40 -0.05    -0.36 0.01
## OmegaAragonite     0.55  0.05    -0.87 0.02
## OmegaCalcite       0.87  0.05    -0.84 0.02
## CO3                0.00  0.05    -0.88 0.00
## YSI_Temp_C         8.20  0.09    -0.81 0.24
## YSI_Salinity_psu   4.49 -0.21    -1.72 0.18
## YSI_DO_percent    55.80  0.37    -0.43 1.28
## YSI_pH             0.50  1.75     3.65 0.01
## ------------------------------------------------------------ 
## pH_Treatment: 7.8
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 85   10.88  6.15   11.00   10.87  7.41    1.00   21.00
## Tank*               2 85   13.49  1.12   13.00   13.49  1.48   12.00   15.00
## pH_Treatment*       3 85    3.00  0.00    3.00    3.00  0.00    3.00    3.00
## Temp_Treatment*     4 85    2.00  0.71    2.00    2.00  0.00    1.00    3.00
## DIC                 5 81 2039.92 50.72 2059.20 2044.20 45.52 1931.20 2113.10
## TA                  6 81 2118.17 57.66 2137.90 2119.66 58.27 2025.30 2200.80
## pHinsi_DIC_TA       7 81    7.84  0.07    7.83    7.84  0.08    7.70    7.99
## OmegaAragonite      8 81    1.11  0.17    1.11    1.10  0.20    0.85    1.47
## OmegaCalcite        9 81    1.76  0.26    1.75    1.75  0.33    1.36    2.31
## CO3                10 81    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 85    9.10  2.01    9.20    9.10  1.78    6.00   12.40
## YSI_Salinity_psu   12 84   30.55  1.61   31.41   30.62  1.48   28.08   32.42
## YSI_DO_percent     13 84   99.16  9.42   99.50   99.02  9.27   77.20  121.60
## YSI_pH             14 85    7.85  0.09    7.82    7.84  0.07    7.70    8.13
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.25 0.67
## Tank*              3.00  0.01    -1.39 0.12
## pH_Treatment*      0.00   NaN      NaN 0.00
## Temp_Treatment*    2.00  0.00    -1.02 0.08
## DIC              181.90 -0.59    -0.97 5.64
## TA               175.50 -0.34    -1.41 6.41
## pHinsi_DIC_TA      0.30  0.14    -0.72 0.01
## OmegaAragonite     0.62  0.17    -0.91 0.02
## OmegaCalcite       0.95  0.16    -0.95 0.03
## CO3                0.00  0.17    -0.91 0.00
## YSI_Temp_C         6.40 -0.01    -1.03 0.22
## YSI_Salinity_psu   4.34 -0.20    -1.73 0.18
## YSI_DO_percent    44.40  0.11    -0.37 1.03
## YSI_pH             0.43  1.10     1.18 0.01
## ------------------------------------------------------------ 
## pH_Treatment: Ambient
##                  vars  n    mean    sd  median trimmed   mad     min     max
## Date*               1 85   10.88  6.15   11.00   10.87  7.41    1.00   21.00
## Tank*               2 85    6.21  5.68    3.00    5.57  1.48    2.00   16.00
## pH_Treatment*       3 85    4.00  0.00    4.00    4.00  0.00    4.00    4.00
## Temp_Treatment*     4 85    1.99  0.72    2.00    1.99  1.48    1.00    3.00
## DIC                 5 81 1989.98 41.51 1999.20 1992.58 46.41 1897.50 2050.40
## TA                  6 81 2118.12 56.63 2136.80 2119.68 59.16 2026.30 2198.90
## pHinsi_DIC_TA       7 81    8.00  0.06    8.01    8.00  0.06    7.81    8.12
## OmegaAragonite      8 81    1.52  0.20    1.52    1.53  0.21    1.08    1.92
## OmegaCalcite        9 81    2.42  0.32    2.43    2.43  0.31    1.73    3.07
## CO3                10 81    0.00  0.00    0.00    0.00  0.00    0.00    0.00
## YSI_Temp_C         11 85    8.99  2.15    8.90    8.98  2.37    4.70   12.60
## YSI_Salinity_psu   12 84   30.53  1.62   31.48   30.60  1.33   27.90   32.40
## YSI_DO_percent     13 83   99.01  8.69   99.80   99.15  9.64   78.60  115.50
## YSI_pH             14 85    8.01  0.09    8.00    8.00  0.07    7.83    8.29
##                   range  skew kurtosis   se
## Date*             20.00  0.01    -1.25 0.67
## Tank*             14.00  1.10    -0.72 0.62
## pH_Treatment*      0.00   NaN      NaN 0.00
## Temp_Treatment*    2.00  0.02    -1.07 0.08
## DIC              152.90 -0.52    -0.92 4.61
## TA               172.60 -0.37    -1.38 6.29
## pHinsi_DIC_TA      0.32 -0.32    -0.11 0.01
## OmegaAragonite     0.85 -0.28    -0.54 0.02
## OmegaCalcite       1.34 -0.28    -0.45 0.04
## CO3                0.00 -0.28    -0.63 0.00
## YSI_Temp_C         7.90  0.13    -0.92 0.23
## YSI_Salinity_psu   4.50 -0.21    -1.73 0.18
## YSI_DO_percent    36.90 -0.18    -0.78 0.95
## YSI_pH             0.46  1.03     1.75 0.01

DIC, TA, pHinsi, aragonite, calcite, co3, temp, salinity, do, ysiph

colnames(temp.ph)

##  [1] "Date"             "Tank"             "pH_Treatment"     "Temp_Treatment"  
##  [5] "DIC"              "TA"               "pHinsi_DIC_TA"    "OmegaAragonite"  
##  [9] "OmegaCalcite"     "CO3"              "YSI_Temp_C"       "YSI_Salinity_psu"
## [13] "YSI_DO_percent"   "YSI_pH"

leveneTest(DIC~Temp_Treatment*pH_Treatment, data = temp.ph)

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value Pr(>F)
## group  11  1.3044 0.2206
##       312

leveneTest(TA~Temp_Treatment*pH_Treatment, data = temp.ph)

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value Pr(>F)
## group  11  0.0509      1
##       312

leveneTest(pHinsi_DIC_TA~Temp_Treatment*pH_Treatment, data = temp.ph) #significant 

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value  Pr(>F)  
## group  11  2.0269 0.02562 *
##       312                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

leveneTest(OmegaAragonite~Temp_Treatment*pH_Treatment, data = temp.ph)#significant

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value    Pr(>F)    
## group  11  5.8748 1.118e-08 ***
##       312                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

leveneTest(OmegaCalcite~Temp_Treatment*pH_Treatment, data = temp.ph)#significant

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value    Pr(>F)    
## group  11  5.5519 4.002e-08 ***
##       312                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

leveneTest(CO3~Temp_Treatment*pH_Treatment, data = temp.ph)#significant

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value    Pr(>F)    
## group  11  6.1297 4.091e-09 ***
##       312                      
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

leveneTest(YSI_Temp_C~Temp_Treatment*pH_Treatment, data = temp.ph) #somewhat

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value  Pr(>F)  
## group  11  1.6956 0.07301 .
##       328                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

leveneTest(YSI_Salinity_psu~Temp_Treatment*pH_Treatment, data = temp.ph)

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value Pr(>F)
## group  11  0.0056      1
##       324

leveneTest(YSI_DO_percent~Temp_Treatment*pH_Treatment, data = temp.ph)#somewhat

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value Pr(>F)  
## group  11  1.5996 0.0974 .
##       322                 
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

leveneTest(YSI_pH~Temp_Treatment*pH_Treatment, data = temp.ph)

## Levene's Test for Homogeneity of Variance (center = median)
##        Df F value Pr(>F)
## group  11  0.3333  0.978
##       328

look at the data

temp.ph.long<-melt(temp.ph, id=c("Date", "Tank", "pH_Treatment", "Temp_Treatment"))

## Warning in melt(temp.ph, id = c("Date", "Tank", "pH_Treatment",
## "Temp_Treatment")): The melt generic in data.table has been passed a
## spec_tbl_df and will attempt to redirect to the relevant reshape2 method;
## please note that reshape2 is deprecated, and this redirection is now deprecated
## as well. To continue using melt methods from reshape2 while both libraries are
## attached, e.g. melt.list, you can prepend the namespace like
## reshape2::melt(temp.ph). In the next version, this warning will become an
## error.

#temp.ph.long$pH_Treatment <- factor(temp.ph.long$pH_Treatment, levels=c('7.4', '7.6', '7.8','8'))
#levels(temp.ph.long$pH_Treatment)

box.plot<-ggplot(temp.ph.long,aes(y=pH_Treatment, x= value, fill=Temp_Treatment))+
  geom_boxplot()+
  theme_classic()+
  #scale_color_viridis_d( option = "plasma", guide = FALSE, breaks = c(6, 9, 12))+
  scale_fill_viridis_d( option= "plasma")+
  facet_grid(.~variable, scales = "free")+
  theme(axis.text.x = element_text(angle = 90))+
  labs(x="", y="pH", fill = "Temp (C)")+
  scale_y_discrete(labels=c("7.4", "7.6", "7.8", "8"))+
  theme(legend.direction = "horizontal",legend.position = "bottom")+
    theme(
    axis.text.x = element_text(size= 8, family = "Arial"),
    axis.text.y = element_text(size= 8, family = "Arial"),
    axis.title.x = element_text(size=10,family = "Arial"),
    axis.title.y = element_text(size=10,family = "Arial"),
    legend.title = element_text(size = 10,family = "Arial"),
    legend.text = element_text(size = 8,family = "Arial"),
    plot.title = element_text(size = 12,family = "Arial", hjust = 0.5))
box.plot

## Warning: Removed 106 rows containing non-finite values (`stat_boxplot()`).

box.plot.2<-ggplot(temp.ph.long,aes(y=Temp_Treatment, x= value, fill=pH_Treatment))+
  geom_boxplot()+
  theme_classic()+
  #scale_color_viridis_d( option = "plasma", guide = FALSE, breaks = c(6, 9, 12))+
  #scale_color_viridis_d( option = "cividis", direction = -1)+
  scale_fill_viridis_d( option = "cividis", direction = -1, labels=c("7.4", "7.6", "7.8", "8"))+
  facet_grid(.~variable, scales = "free")+
  theme(axis.text.x = element_text(angle = 90))+
  labs(x="", y="Temp (C)", fill = "pH      ")+
  theme(legend.direction = "horizontal",legend.position = "bottom")+
    theme(
    axis.text.x = element_text(size= 8, family = "Arial"),
    axis.text.y = element_text(size= 8, family = "Arial"),
    axis.title.x = element_text(size=10,family = "Arial"),
    axis.title.y = element_text(size=10,family = "Arial"),
    legend.title = element_text(size = 10,family = "Arial"),
    legend.text = element_text(size = 8,family = "Arial"),
    plot.title = element_text(size = 12,family = "Arial", hjust = 0.5))
box.plot.2

## Warning: Removed 106 rows containing non-finite values (`stat_boxplot()`).

abiotic.both<-ggarrange(box.plot,box.plot.2,
             labels = c("A","B"),
             font.label = list(size = 12, color = "black", face = "bold", family = "Arial"),
             ncol = 1, nrow = 2)

## Warning: Removed 106 rows containing non-finite values (`stat_boxplot()`).

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning: Removed 106 rows containing non-finite values (`stat_boxplot()`).

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

ggsave("02_output/02_plots/abiotic.tiff", abiotic.both, width = 12, height = 8, dpi = 300)

look at date!

temp.ph.long$Date<-as.Date(temp.ph.long$Date, "%m/%d/%y")

date.plot.1<-ggplot(temp.ph.long,aes(y=value, x= Date, color=Temp_Treatment))+
  geom_point()+
  geom_line()+
  theme_classic()+
  scale_color_viridis_d( option= "plasma")+
  labs(x="Date", y="", fill = "Temp (C)")+
  facet_wrap(.~variable, scales = "free", nrow = 2)+
  theme(axis.text.x = element_text(angle = 90))+
  theme(legend.direction = "horizontal",legend.position = "bottom")+
    theme(
    axis.text.x = element_text(size= 8, family = "Arial"),
    axis.text.y = element_text(size= 8, family = "Arial"),
    axis.title.x = element_text(size=10,family = "Arial"),
    axis.title.y = element_text(size=10,family = "Arial"),
    legend.title = element_text(size = 10,family = "Arial"),
    legend.text = element_text(size = 8,family = "Arial"),
    plot.title = element_text(size = 12,family = "Arial", hjust = 0.5)) 
date.plot.1

## Warning: Removed 106 rows containing missing values (`geom_point()`).

date.plot<-ggplot(temp.ph.long,aes(y=value, x= Date, color=pH_Treatment))+
  geom_point()+
  geom_line()+
  theme_classic()+
  #scale_color_viridis_d( option = "plasma", guide = FALSE, breaks = c(6, 9, 12))+
  #scale_color_viridis_d( option = "cividis", direction = -1)+
  scale_color_viridis_d( option = "cividis", direction = -1, labels=c("7.4", "7.6", "7.8", "8"))+
  facet_wrap(.~variable, scales = "free", nrow = 2)+
  theme(axis.text.x = element_text(angle = 90))+
  labs(x="Date", y="", fill = "pH")+
  theme(legend.direction = "horizontal",legend.position = "bottom")+
    theme(
    axis.text.x = element_text(size= 8, family = "Arial"),
    axis.text.y = element_text(size= 8, family = "Arial"),
    axis.title.x = element_text(size=10,family = "Arial"),
    axis.title.y = element_text(size=10,family = "Arial"),
    legend.title = element_text(size = 10,family = "Arial"),
    legend.text = element_text(size = 8,family = "Arial"),
    plot.title = element_text(size = 12,family = "Arial", hjust = 0.5)) 
date.plot

## Warning: Removed 106 rows containing missing values (`geom_point()`).

abiotic.date<-ggarrange(date.plot.1,date.plot,
             labels = c("A","B"),
             font.label = list(size = 12, color = "black", face = "bold", family = "Arial"),
             ncol = 1, nrow = 2)

## Warning: Removed 106 rows containing missing values (`geom_point()`).

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning: Removed 106 rows containing missing values (`geom_point()`).

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Arial' not found in PostScript font database

ggsave("02_output/02_plots/abiotic_date.png", abiotic.date, width = 12, height = 10, dpi = 300)