Error(s) in re-building vignettes:
  ...
--- re-building ‘basics.Rmd’ using knitr

Attaching package: 'zoo'

The following objects are masked from 'package:base':

    as.Date, as.Date.numeric

** Processing: figures/basics-unnamed-chunk-2-1.png
432x288 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 8988 bytes
Input file size = 9858 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7978
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 7655
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 7655

Output IDAT size = 7655 bytes (1333 bytes decrease)
Output file size = 7733 bytes (2125 bytes = 21.56% decrease)

** Processing: figures/basics-unnamed-chunk-3-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 16259 bytes
Input file size = 16349 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16035
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 15226
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 15226

Output IDAT size = 15226 bytes (1033 bytes decrease)
Output file size = 15304 bytes (1045 bytes = 6.39% decrease)

** Processing: figures/basics-unnamed-chunk-4-1.png
432x288 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 8988 bytes
Input file size = 9858 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7978
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 7655
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 7655

Output IDAT size = 7655 bytes (1333 bytes decrease)
Output file size = 7733 bytes (2125 bytes = 21.56% decrease)

** Processing: figures/basics-unnamed-chunk-4-2.png
432x288 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 9601 bytes
Input file size = 10471 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8681
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 8657
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 8657

Output IDAT size = 8657 bytes (944 bytes decrease)
Output file size = 8735 bytes (1736 bytes = 16.58% decrease)

** Processing: figures/basics-unnamed-chunk-5-1.png
432x288 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 9488 bytes
Input file size = 10358 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8486
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 8296
  zc = 9  zm = 8  zs = 1  f = 5		IDAT size = 8293
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 1  f = 5		IDAT size = 8293

Output IDAT size = 8293 bytes (1195 bytes decrease)
Output file size = 8371 bytes (1987 bytes = 19.18% decrease)

** Processing: figures/basics-unnamed-chunk-6-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 21785 bytes
Input file size = 21887 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16034
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16034

Output IDAT size = 16034 bytes (5751 bytes decrease)
Output file size = 16112 bytes (5775 bytes = 26.39% decrease)

** Processing: figures/basics-unnamed-chunk-6-2.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 19990 bytes
Input file size = 20092 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14999
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14999

Output IDAT size = 14999 bytes (4991 bytes decrease)
Output file size = 15077 bytes (5015 bytes = 24.96% decrease)

** Processing: figures/basics-unnamed-chunk-7-1.png
432x288 pixels, 8 bits/pixel, 216 colors in palette
Input IDAT size = 2468 bytes
Input file size = 3206 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 2228
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 2228

Output IDAT size = 2228 bytes (240 bytes decrease)
Output file size = 2966 bytes (240 bytes = 7.49% decrease)

** Processing: figures/basics-unnamed-chunk-14-1.png
648x180 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 33255 bytes
Input file size = 33381 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23981
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23981

Output IDAT size = 23981 bytes (9274 bytes decrease)
Output file size = 24059 bytes (9322 bytes = 27.93% decrease)

** Processing: figures/basics-unnamed-chunk-15-1.png
576x180 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22556 bytes
Input file size = 22658 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17154
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17154

Output IDAT size = 17154 bytes (5402 bytes decrease)
Output file size = 17232 bytes (5426 bytes = 23.95% decrease)

** Processing: figures/basics-unnamed-chunk-16-1.png
576x180 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 11839 bytes
Input file size = 12709 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11047
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11047

Output IDAT size = 11047 bytes (792 bytes decrease)
Output file size = 11125 bytes (1584 bytes = 12.46% decrease)

** Processing: figures/basics-unnamed-chunk-17-1.png
324x180 pixels, 8 bits/pixel, 252 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4727 bytes
Input file size = 5573 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4637
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4637

Output IDAT size = 4637 bytes (90 bytes decrease)
Output file size = 4715 bytes (858 bytes = 15.40% decrease)

** Processing: figures/basics-unnamed-chunk-18-1.png
162x360 pixels, 8 bits/pixel, 252 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4367 bytes
Input file size = 5213 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4226
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4226

Output IDAT size = 4226 bytes (141 bytes decrease)
Output file size = 4304 bytes (909 bytes = 17.44% decrease)

--- finished re-building ‘basics.Rmd’

--- re-building ‘plot_dist.Rmd’ using knitr
** Processing: figures/dist-unnamed-chunk-1-1.png
432x288 pixels, 8 bits/pixel, 251 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5270 bytes
Input file size = 6113 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4283
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4283

Output IDAT size = 4283 bytes (987 bytes decrease)
Output file size = 4361 bytes (1752 bytes = 28.66% decrease)

** Processing: figures/dist-unnamed-chunk-2-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9271 bytes
Input file size = 9361 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7882
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7882

Output IDAT size = 7882 bytes (1389 bytes decrease)
Output file size = 7960 bytes (1401 bytes = 14.97% decrease)

** Processing: figures/dist-unnamed-chunk-2-2.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 10845 bytes
Input file size = 10935 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9298
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9298

Output IDAT size = 9298 bytes (1547 bytes decrease)
Output file size = 9376 bytes (1559 bytes = 14.26% decrease)

** Processing: figures/dist-unnamed-chunk-3-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 23483 bytes
Input file size = 23585 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19398
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19398

Output IDAT size = 19398 bytes (4085 bytes decrease)
Output file size = 19476 bytes (4109 bytes = 17.42% decrease)

** Processing: figures/dist-unnamed-chunk-4-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11723 bytes
Input file size = 11813 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9988
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9988

Output IDAT size = 9988 bytes (1735 bytes decrease)
Output file size = 10066 bytes (1747 bytes = 14.79% decrease)

--- finished re-building ‘plot_dist.Rmd’

--- re-building ‘plot_lm.Rmd’ using knitr
--- finished re-building ‘plot_lm.Rmd’

--- re-building ‘plot_map.Rmd’ using knitr

Quitting from lines 78-86 [unnamed-chunk-5] (plot_map.Rmd)
Error: processing vignette 'plot_map.Rmd' failed with diagnostics:
could not find function "autoplot"
--- failed re-building ‘plot_map.Rmd’

--- re-building ‘plot_pca.Rmd’ using knitr
** Processing: figures/pca-unnamed-chunk-1-1.png
432x216 pixels, 8 bits/pixel, 239 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 7174 bytes
Input file size = 7981 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6387
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 6349
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 6349

Output IDAT size = 6349 bytes (825 bytes decrease)
Output file size = 6427 bytes (1554 bytes = 19.47% decrease)

** Processing: figures/pca-unnamed-chunk-2-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 20286 bytes
Input file size = 20388 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14650
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14650

Output IDAT size = 14650 bytes (5636 bytes decrease)
Output file size = 14728 bytes (5660 bytes = 27.76% decrease)

** Processing: figures/pca-unnamed-chunk-3-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 30969 bytes
Input file size = 31083 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 24373
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 24373

Output IDAT size = 24373 bytes (6596 bytes decrease)
Output file size = 24451 bytes (6632 bytes = 21.34% decrease)

** Processing: figures/pca-unnamed-chunk-4-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 31426 bytes
Input file size = 31540 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 25240
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 25240

Output IDAT size = 25240 bytes (6186 bytes decrease)
Output file size = 25318 bytes (6222 bytes = 19.73% decrease)

** Processing: figures/pca-unnamed-chunk-5-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22702 bytes
Input file size = 22804 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16907
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16907

Output IDAT size = 16907 bytes (5795 bytes decrease)
Output file size = 16985 bytes (5819 bytes = 25.52% decrease)

** Processing: figures/pca-unnamed-chunk-6-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 24645 bytes
Input file size = 24759 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18758
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18758

Output IDAT size = 18758 bytes (5887 bytes decrease)
Output file size = 18836 bytes (5923 bytes = 23.92% decrease)

** Processing: figures/pca-unnamed-chunk-7-1.png
432x216 pixels, 8 bits/pixel, 240 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 7035 bytes
Input file size = 7845 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6379
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 6353
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 6353

Output IDAT size = 6353 bytes (682 bytes decrease)
Output file size = 6431 bytes (1414 bytes = 18.02% decrease)

** Processing: figures/pca-unnamed-chunk-8-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13608 bytes
Input file size = 13698 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10989
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10989

Output IDAT size = 10989 bytes (2619 bytes decrease)
Output file size = 11067 bytes (2631 bytes = 19.21% decrease)

** Processing: figures/pca-unnamed-chunk-8-2.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 37793 bytes
Input file size = 37919 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 28487
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 28487

Output IDAT size = 28487 bytes (9306 bytes decrease)
Output file size = 28565 bytes (9354 bytes = 24.67% decrease)

** Processing: figures/pca-unnamed-chunk-9-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14278 bytes
Input file size = 14368 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10605
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10605

Output IDAT size = 10605 bytes (3673 bytes decrease)
Output file size = 10683 bytes (3685 bytes = 25.65% decrease)

** Processing: figures/pca-unnamed-chunk-9-2.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 35496 bytes
Input file size = 35622 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 27915
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 27915

Output IDAT size = 27915 bytes (7581 bytes decrease)
Output file size = 27993 bytes (7629 bytes = 21.42% decrease)

** Processing: figures/pca-unnamed-chunk-10-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 20256 bytes
Input file size = 20358 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14788
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14788

Output IDAT size = 14788 bytes (5468 bytes decrease)
Output file size = 14866 bytes (5492 bytes = 26.98% decrease)

** Processing: figures/pca-unnamed-chunk-11-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 27135 bytes
Input file size = 27249 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20994
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20994

Output IDAT size = 20994 bytes (6141 bytes decrease)
Output file size = 21072 bytes (6177 bytes = 22.67% decrease)

** Processing: figures/pca-unnamed-chunk-12-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 29409 bytes
Input file size = 29523 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 22962
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 22962

Output IDAT size = 22962 bytes (6447 bytes decrease)
Output file size = 23040 bytes (6483 bytes = 21.96% decrease)

** Processing: figures/pca-unnamed-chunk-13-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9624 bytes
Input file size = 9714 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7279
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7279

Output IDAT size = 7279 bytes (2345 bytes decrease)
Output file size = 7357 bytes (2357 bytes = 24.26% decrease)

** Processing: figures/pca-unnamed-chunk-14-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 27012 bytes
Input file size = 27126 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 21460
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 21460

Output IDAT size = 21460 bytes (5552 bytes decrease)
Output file size = 21538 bytes (5588 bytes = 20.60% decrease)

** Processing: figures/pca-unnamed-chunk-15-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 26117 bytes
Input file size = 26231 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 21030
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 21030

Output IDAT size = 21030 bytes (5087 bytes decrease)
Output file size = 21108 bytes (5123 bytes = 19.53% decrease)

** Processing: figures/pca-unnamed-chunk-16-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 23611 bytes
Input file size = 23713 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17684
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17684

Output IDAT size = 17684 bytes (5927 bytes decrease)
Output file size = 17762 bytes (5951 bytes = 25.10% decrease)

** Processing: figures/pca-unnamed-chunk-17-1.png
432x216 pixels, 8 bits/pixel, 202 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 3054 bytes
Input file size = 3750 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 2549
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 2523
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 2523

Output IDAT size = 2523 bytes (531 bytes decrease)
Output file size = 2601 bytes (1149 bytes = 30.64% decrease)

** Processing: figures/pca-unnamed-chunk-18-1.png
432x216 pixels, 8 bits/pixel, 252 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6212 bytes
Input file size = 7058 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5646
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5646

Output IDAT size = 5646 bytes (566 bytes decrease)
Output file size = 5724 bytes (1334 bytes = 18.90% decrease)

** Processing: figures/pca-unnamed-chunk-19-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7112 bytes
Input file size = 7190 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5448
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5448

Output IDAT size = 5448 bytes (1664 bytes decrease)
Output file size = 5526 bytes (1664 bytes = 23.14% decrease)

** Processing: figures/pca-unnamed-chunk-20-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14842 bytes
Input file size = 14932 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11626
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11626

Output IDAT size = 11626 bytes (3216 bytes decrease)
Output file size = 11704 bytes (3228 bytes = 21.62% decrease)

--- finished re-building ‘plot_pca.Rmd’

--- re-building ‘plot_surv.Rmd’ using knitr
** Processing: figures/surv-unnamed-chunk-1-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 16620 bytes
Input file size = 16722 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12804
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12804

Output IDAT size = 12804 bytes (3816 bytes decrease)
Output file size = 12882 bytes (3840 bytes = 22.96% decrease)

** Processing: figures/surv-unnamed-chunk-2-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 16382 bytes
Input file size = 16472 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12283
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12283

Output IDAT size = 12283 bytes (4099 bytes decrease)
Output file size = 12361 bytes (4111 bytes = 24.96% decrease)

** Processing: figures/surv-unnamed-chunk-2-2.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12418 bytes
Input file size = 12508 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9700
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9700

Output IDAT size = 9700 bytes (2718 bytes decrease)
Output file size = 9778 bytes (2730 bytes = 21.83% decrease)

** Processing: figures/surv-unnamed-chunk-2-3.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 15455 bytes
Input file size = 15545 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12798
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12798

Output IDAT size = 12798 bytes (2657 bytes decrease)
Output file size = 12876 bytes (2669 bytes = 17.17% decrease)

** Processing: figures/surv-unnamed-chunk-2-4.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 10671 bytes
Input file size = 10761 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8024
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8024

Output IDAT size = 8024 bytes (2647 bytes decrease)
Output file size = 8102 bytes (2659 bytes = 24.71% decrease)

** Processing: figures/surv-unnamed-chunk-3-1.png
576x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 25281 bytes
Input file size = 25395 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19636
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19636

Output IDAT size = 19636 bytes (5645 bytes decrease)
Output file size = 19714 bytes (5681 bytes = 22.37% decrease)

--- finished re-building ‘plot_surv.Rmd’

--- re-building ‘plot_ts.Rmd’ using knitr
** Processing: figures/ts-unnamed-chunk-1-1.png
432x216 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 7003 bytes
Input file size = 7861 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6342
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6342

Output IDAT size = 6342 bytes (661 bytes decrease)
Output file size = 6420 bytes (1441 bytes = 18.33% decrease)

** Processing: figures/ts-unnamed-chunk-2-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12100 bytes
Input file size = 12190 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9900
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9900

Output IDAT size = 9900 bytes (2200 bytes decrease)
Output file size = 9978 bytes (2212 bytes = 18.15% decrease)

** Processing: figures/ts-unnamed-chunk-3-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11392 bytes
Input file size = 11482 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9390
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9390

Output IDAT size = 9390 bytes (2002 bytes decrease)
Output file size = 9468 bytes (2014 bytes = 17.54% decrease)

** Processing: figures/ts-unnamed-chunk-4-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11392 bytes
Input file size = 11482 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9390
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9390

Output IDAT size = 9390 bytes (2002 bytes decrease)
Output file size = 9468 bytes (2014 bytes = 17.54% decrease)

** Processing: figures/ts-unnamed-chunk-6-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8672 bytes
Input file size = 8762 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7096
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7096

Output IDAT size = 7096 bytes (1576 bytes decrease)
Output file size = 7174 bytes (1588 bytes = 18.12% decrease)

** Processing: figures/ts-unnamed-chunk-7-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9921 bytes
Input file size = 10011 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8613
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8613

Output IDAT size = 8613 bytes (1308 bytes decrease)
Output file size = 8691 bytes (1320 bytes = 13.19% decrease)

** Processing: figures/ts-unnamed-chunk-8-1.png
432x216 pixels, 8 bits/pixel, 243 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6031 bytes
Input file size = 6850 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5393
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5393

Output IDAT size = 5393 bytes (638 bytes decrease)
Output file size = 5471 bytes (1379 bytes = 20.13% decrease)

** Processing: figures/ts-unnamed-chunk-9-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11107 bytes
Input file size = 11197 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645

Output IDAT size = 8645 bytes (2462 bytes decrease)
Output file size = 8723 bytes (2474 bytes = 22.10% decrease)

** Processing: figures/ts-unnamed-chunk-10-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11107 bytes
Input file size = 11197 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645

Output IDAT size = 8645 bytes (2462 bytes decrease)
Output file size = 8723 bytes (2474 bytes = 22.10% decrease)

** Processing: figures/ts-unnamed-chunk-11-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11107 bytes
Input file size = 11197 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645

Output IDAT size = 8645 bytes (2462 bytes decrease)
Output file size = 8723 bytes (2474 bytes = 22.10% decrease)

** Processing: figures/ts-unnamed-chunk-12-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11107 bytes
Input file size = 11197 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8645

Output IDAT size = 8645 bytes (2462 bytes decrease)
Output file size = 8723 bytes (2474 bytes = 22.10% decrease)

** Processing: figures/ts-unnamed-chunk-13-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 16097 bytes
Input file size = 16187 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14304
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14304

Output IDAT size = 14304 bytes (1793 bytes decrease)
Output file size = 14382 bytes (1805 bytes = 11.15% decrease)

** Processing: figures/ts-unnamed-chunk-14-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 15123 bytes
Input file size = 15213 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13115
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13115

Output IDAT size = 13115 bytes (2008 bytes decrease)
Output file size = 13193 bytes (2020 bytes = 13.28% decrease)

** Processing: figures/ts-unnamed-chunk-16-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 19661 bytes
Input file size = 19763 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14952
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14952

Output IDAT size = 14952 bytes (4709 bytes decrease)
Output file size = 15030 bytes (4733 bytes = 23.95% decrease)

** Processing: figures/ts-unnamed-chunk-17-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 20291 bytes
Input file size = 20393 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16242
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16242

Output IDAT size = 16242 bytes (4049 bytes decrease)
Output file size = 16320 bytes (4073 bytes = 19.97% decrease)

** Processing: figures/ts-unnamed-chunk-18-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 15448 bytes
Input file size = 15538 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14109
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 13903
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 13903

Output IDAT size = 13903 bytes (1545 bytes decrease)
Output file size = 13981 bytes (1557 bytes = 10.02% decrease)

** Processing: figures/ts-unnamed-chunk-19-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 18822 bytes
Input file size = 18924 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 15205
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 15205

Output IDAT size = 15205 bytes (3617 bytes decrease)
Output file size = 15283 bytes (3641 bytes = 19.24% decrease)

** Processing: figures/ts-unnamed-chunk-20-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22650 bytes
Input file size = 22752 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20941
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 20371
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 20371

Output IDAT size = 20371 bytes (2279 bytes decrease)
Output file size = 20449 bytes (2303 bytes = 10.12% decrease)

** Processing: figures/ts-unnamed-chunk-21-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 24610 bytes
Input file size = 24724 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 22672
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 22269
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 5		IDAT size = 22269

Output IDAT size = 22269 bytes (2341 bytes decrease)
Output file size = 22347 bytes (2377 bytes = 9.61% decrease)

** Processing: figures/ts-unnamed-chunk-23-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 27251 bytes
Input file size = 27365 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 24590
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 24590

Output IDAT size = 24590 bytes (2661 bytes decrease)
Output file size = 24668 bytes (2697 bytes = 9.86% decrease)

** Processing: figures/ts-unnamed-chunk-24-1.png
432x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 25592 bytes
Input file size = 25706 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20465
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20465

Output IDAT size = 20465 bytes (5127 bytes decrease)
Output file size = 20543 bytes (5163 bytes = 20.08% decrease)

** Processing: figures/ts-unnamed-chunk-25-1.png
288x144 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7953 bytes
Input file size = 8031 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5974
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5974

Output IDAT size = 5974 bytes (1979 bytes decrease)
Output file size = 6052 bytes (1979 bytes = 24.64% decrease)

** Processing: figures/ts-unnamed-chunk-26-1.png
288x144 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8065 bytes
Input file size = 8143 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6516
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6516

Output IDAT size = 6516 bytes (1549 bytes decrease)
Output file size = 6594 bytes (1549 bytes = 19.02% decrease)

** Processing: figures/ts-unnamed-chunk-27-1.png
288x144 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4344 bytes
Input file size = 5199 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3983
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3983

Output IDAT size = 3983 bytes (361 bytes decrease)
Output file size = 4061 bytes (1138 bytes = 21.89% decrease)

** Processing: figures/ts-unnamed-chunk-28-1.png
216x216 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9491 bytes
Input file size = 9581 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7447
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7447

Output IDAT size = 7447 bytes (2044 bytes decrease)
Output file size = 7525 bytes (2056 bytes = 21.46% decrease)

** Processing: figures/ts-unnamed-chunk-29-1.png
360x360 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 31605 bytes
Input file size = 31719 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23727
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23727

Output IDAT size = 23727 bytes (7878 bytes decrease)
Output file size = 23805 bytes (7914 bytes = 24.95% decrease)

** Processing: figures/ts-unnamed-chunk-30-1.png
288x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22483 bytes
Input file size = 22585 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 15777
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 15777

Output IDAT size = 15777 bytes (6706 bytes decrease)
Output file size = 15855 bytes (6730 bytes = 29.80% decrease)

** Processing: figures/ts-unnamed-chunk-30-2.png
288x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 19299 bytes
Input file size = 19401 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 15993
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 15993

Output IDAT size = 15993 bytes (3306 bytes decrease)
Output file size = 16071 bytes (3330 bytes = 17.16% decrease)

--- finished re-building ‘plot_ts.Rmd’

SUMMARY: processing the following file failed:
  ‘plot_map.Rmd’

Error: Vignette re-building failed.
Execution halted