From aed160d7f0eaf5865e2bd9bf6c4b1c9d7b13d911 Mon Sep 17 00:00:00 2001 From: Ranke Johannes Date: Wed, 31 Jan 2024 13:16:17 +0100 Subject: Reorganise data generation - Use inst/data_generation for R code generating data as in some of my other packages - data/*.RData files were checked using https://github.com/jranke/dotfiles/blob/main/bin/rda_diff contents were not changed - Remove ChangeLog, the history is in the git logs - Update docs and some links contained therein - use \doi{} markup - Move logs to log directory --- docs/reference/drift_data_JKI.html | 566 +++++++++++++++---------------------- 1 file changed, 226 insertions(+), 340 deletions(-) (limited to 'docs/reference/drift_data_JKI.html') diff --git a/docs/reference/drift_data_JKI.html b/docs/reference/drift_data_JKI.html index 36472d1..b8a0907 100644 --- a/docs/reference/drift_data_JKI.html +++ b/docs/reference/drift_data_JKI.html @@ -1,70 +1,15 @@ - - - - - - - -Deposition from spray drift expressed as percent of the applied dose as -published by the JKI — drift_data_JKI • pfm - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -Deposition from spray drift expressed as percent of the applied dose as +published by the JKI — drift_data_JKI • pfm - - - - + + -
-
- -
- -
+

Deposition from spray drift expressed as percent of the applied dose as @@ -118,23 +49,24 @@ published by the German Julius-Kühn Institute (JKI).

- -

Format

- +
+

Format

A list currently containing matrices with spray drift percentage data for field crops (Ackerbau), and Pome/stone fruit, early and late (Obstbau frueh, spaet).

-

Source

- +
+
+

Source

JKI (2010) Spreadsheet 'Tabelle der Abdrifteckwerte.xls', retrieved from http://www.jki.bund.de/no_cache/de/startseite/institute/anwendungstechnik/abdrift-eckwerte.html -on 2015-06-11

+on 2015-06-11, not present any more 2024-01-31

Rautmann, D., Streloke, M and Winkler, R (2001) New basic drift values in the authorization procedure for plant protection products Mitt. Biol. Bundesanst. Land- Forstwirtsch. 383, 133-141

-

Details

- +
+
+

Details

The data were extracted from the spreadsheet cited below using the R code given in the example section. The spreadsheet is not included in the package as its licence is not clear.

@@ -148,272 +80,226 @@ these values are used for spray applications with handheld/knapsack equipment (tragbare Spritz- und Sprühgerate).

Values for non-professional use listed in the JKI spreadsheet were not included.

+
-

Examples

- 

-if (FALSE) {
-  # This is the code that was used to extract the data
-  library(readxl)
-  abdrift_path <- "inst/extdata/Tabelle der Abdrifteckwerte.xls"
-  JKI_crops <- c("Ackerbau", "Obstbau frueh", "Obstbau spaet", "Weinbau frueh", "Weinbau spaet",
-    "Hopfenbau", "Flaechenkulturen > 900 l/ha", "Gleisanlagen")
-  names(JKI_crops) <- c("Field crops", "Pome/stone fruit, early", "Pome/stone fruit, late",
-    "Vines early", "Vines late", "Hops", "Areic cultures > 900 L/ha", "Railroad tracks")
-  drift_data_JKI <- list()
-
-  for (n in 1:8) {
-    drift_data_raw <- read_excel(abdrift_path, sheet = n + 1, skip = 2)
-    drift_data <- matrix(NA, nrow = 9, ncol = length(JKI_crops))
-    dimnames(drift_data) <- list(distance = drift_data_raw[[1]][1:9],
-                                            crop = JKI_crops)
-    if (n == 1) { # Values for railroad tracks only present for one application
-      drift_data[, c(1:3, 5:8)] <- as.matrix(drift_data_raw[c(2:7, 11)][1:9, ])
-    } else {
-      drift_data[, c(1:3, 5:7)] <- as.matrix(drift_data_raw[c(2:7)][1:9, ])
-    }
-    drift_data_JKI[[n]] <- drift_data
-  }
-
-  # Manual data entry from the Rautmann paper
-  drift_data_JKI[[1]]["3", "Ackerbau"] <- 0.95
-  drift_data_JKI[[1]][, "Weinbau frueh"] <- c(NA, 2.7, 1.18, 0.39, 0.2, 0.13, 0.07, 0.04, 0.03)
-  drift_data_JKI[[2]]["3", "Ackerbau"] <- 0.79
-  drift_data_JKI[[2]][, "Weinbau frueh"] <- c(NA, 2.53, 1.09, 0.35, 0.18, 0.11, 0.06, 0.03, 0.02)
-  drift_data_JKI[[3]]["3", "Ackerbau"] <- 0.68
-  drift_data_JKI[[3]][, "Weinbau frueh"] <- c(NA, 2.49, 1.04, 0.32, 0.16, 0.10, 0.05, 0.03, 0.02)
-  drift_data_JKI[[4]]["3", "Ackerbau"] <- 0.62
-  drift_data_JKI[[4]][, "Weinbau frueh"] <- c(NA, 2.44, 1.02, 0.31, 0.16, 0.10, 0.05, 0.03, 0.02)
-  drift_data_JKI[[5]]["3", "Ackerbau"] <- 0.59
-  drift_data_JKI[[5]][, "Weinbau frueh"] <- c(NA, 2.37, 1.00, 0.31, 0.15, 0.09, 0.05, 0.03, 0.02)
-  drift_data_JKI[[6]]["3", "Ackerbau"] <- 0.56
-  drift_data_JKI[[6]][, "Weinbau frueh"] <- c(NA, 2.29, 0.97, 0.30, 0.15, 0.09, 0.05, 0.03, 0.02)
-  drift_data_JKI[[7]]["3", "Ackerbau"] <- 0.55
-  drift_data_JKI[[7]][, "Weinbau frueh"] <- c(NA, 2.24, 0.94, 0.29, 0.15, 0.09, 0.05, 0.03, 0.02)
-  drift_data_JKI[[8]]["3", "Ackerbau"] <- 0.52
-  drift_data_JKI[[8]][, "Weinbau frueh"] <- c(NA, 2.16, 0.91, 0.28, 0.14, 0.09, 0.04, 0.03, 0.02)
-
-  # Save the data
-  save(drift_data_JKI, file = "data/drift_data_JKI.RData")
-}
-
-# And these are the resulting data
-drift_data_JKI
#> [[1]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      2.77            NA            NA            NA            NA
-#>       3      0.95         29.20         15.73          2.70          8.02
-#>       5      0.57         19.89          8.41          1.18          3.62
-#>       10     0.29         11.81          3.60          0.39          1.23
-#>       15     0.20          5.55          1.81          0.20          0.65
-#>       20     0.15          2.77          1.09          0.13          0.42
-#>       30     0.10          1.04          0.54          0.07          0.22
-#>       40     0.07          0.52          0.32          0.04          0.14
-#>       50     0.06          0.30          0.22          0.03          0.10
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       4.440           NA
-#>       3      19.33                          NA  0.018721696
-#>       5      11.57                       0.180  0.014363896
-#>       10      5.77                       0.050  0.010026007
-#>       15      3.84                       0.020  0.008124366
-#>       20      1.79                       0.012  0.006998158
-#>       30      0.56                       0.005  0.005670811
-#>       40      0.25                       0.003           NA
-#>       50      0.13                       0.002  0.004350831
-#> 
-#> [[2]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      2.38            NA            NA            NA            NA
-#>       3      0.79         25.53         12.13          2.53          7.23
-#>       5      0.47         16.87          6.81          1.09          3.22
-#>       10     0.24          9.61          3.11          0.35          1.07
-#>       15     0.16          5.61          1.58          0.18          0.56
-#>       20     0.12          2.59          0.90          0.11          0.36
-#>       30     0.08          0.87          0.40          0.06          0.19
-#>       40     0.06          0.40          0.23          0.03          0.12
-#>       50     0.05          0.22          0.15          0.02          0.08
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       3.780           NA
-#>       3      17.73                          NA           NA
-#>       5       9.60                       0.160           NA
-#>       10      4.18                       0.040           NA
-#>       15      2.57                       0.020           NA
-#>       20      1.21                       0.011           NA
-#>       30      0.38                       0.005           NA
-#>       40      0.17                       0.003           NA
-#>       50      0.09                       0.002           NA
-#> 
-#> [[3]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      2.01            NA            NA            NA            NA
-#>       3      0.68         23.96         11.01          2.49          6.90
-#>       5      0.41         15.79          6.04          1.04          3.07
-#>       10     0.20          8.96          2.67          0.32          1.02
-#>       15     0.14          4.24          1.39          0.16          0.54
-#>       20     0.10          2.01          0.80          0.10          0.34
-#>       30     0.07          0.70          0.36          0.05          0.18
-#>       40     0.05          0.33          0.21          0.03          0.11
-#>       50     0.04          0.19          0.13          0.02          0.08
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       3.420           NA
-#>       3      15.93                          NA           NA
-#>       5       8.57                       0.150           NA
-#>       10      3.70                       0.040           NA
-#>       15      2.26                       0.020           NA
-#>       20      1.05                       0.010           NA
-#>       30      0.34                       0.004           NA
-#>       40      0.15                       0.003           NA
-#>       50      0.08                       0.002           NA
-#> 
-#> [[4]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      1.85            NA            NA            NA            NA
-#>       3      0.62         23.61         10.12          2.44          6.71
-#>       5      0.38         15.42          5.60          1.02          2.99
-#>       10     0.19          8.66          2.50          0.31          0.99
-#>       15     0.13          4.01          1.28          0.16          0.52
-#>       20     0.10          1.89          0.75          0.10          0.33
-#>       30     0.06          0.66          0.35          0.05          0.17
-#>       40     0.05          0.31          0.20          0.03          0.11
-#>       50     0.04          0.17          0.13          0.02          0.08
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       2.290           NA
-#>       3      15.38                          NA           NA
-#>       5       8.26                       0.120           NA
-#>       10      3.55                       0.030           NA
-#>       15      2.17                       0.020           NA
-#>       20      0.93                       0.009           NA
-#>       30      0.31                       0.004           NA
-#>       40      0.14                       0.002           NA
-#>       50      0.08                       0.002           NA
-#> 
-#> [[5]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      1.75            NA            NA            NA            NA
-#>       3      0.59         23.12          9.74          2.37          6.59
-#>       5      0.36         15.06          5.41          1.00          2.93
-#>       10     0.18          8.42          2.43          0.31          0.98
-#>       15     0.12          3.83          1.24          0.15          0.51
-#>       20     0.09          1.81          0.72          0.09          0.33
-#>       30     0.06          0.63          0.34          0.05          0.17
-#>       40     0.05          0.30          0.20          0.03          0.11
-#>       50     0.04          0.17          0.13          0.02          0.08
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       2.120           NA
-#>       3      15.12                          NA           NA
-#>       5       7.99                       0.110           NA
-#>       10      3.36                       0.030           NA
-#>       15      2.03                       0.010           NA
-#>       20      0.88                       0.008           NA
-#>       30      0.29                       0.004           NA
-#>       40      0.14                       0.002           NA
-#>       50      0.07                       0.002           NA
-#> 
-#> [[6]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      1.64            NA            NA            NA            NA
-#>       3      0.56         22.76          9.21          2.29          6.41
-#>       5      0.34         14.64          5.18          0.97          2.85
-#>       10     0.17          8.04          2.38          0.30          0.95
-#>       15     0.11          3.71          1.20          0.15          0.50
-#>       20     0.09          1.75          0.68          0.09          0.32
-#>       30     0.06          0.61          0.31          0.05          0.17
-#>       40     0.04          0.29          0.17          0.03          0.11
-#>       50     0.03          0.16          0.11          0.02          0.07
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       1.980           NA
-#>       3      14.90                          NA           NA
-#>       5       7.79                       0.100           NA
-#>       10      3.23                       0.030           NA
-#>       15      1.93                       0.010           NA
-#>       20      0.83                       0.008           NA
-#>       30      0.28                       0.004           NA
-#>       40      0.13                       0.002           NA
-#>       50      0.07                       0.001           NA
-#> 
-#> [[7]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      1.61            NA            NA            NA            NA
-#>       3      0.55         22.69          9.10          2.24          6.33
-#>       5      0.33         14.45          5.11          0.94          2.81
-#>       10     0.17          7.83          2.33          0.29          0.94
-#>       15     0.11          3.62          1.20          0.15          0.49
-#>       20     0.08          1.71          0.67          0.09          0.31
-#>       30     0.06          0.60          0.30          0.05          0.16
-#>       40     0.04          0.28          0.17          0.03          0.10
-#>       50     0.03          0.16          0.11          0.02          0.07
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       1.930           NA
-#>       3      14.63                          NA           NA
-#>       5       7.60                       0.100           NA
-#>       10      3.13                       0.030           NA
-#>       15      1.86                       0.010           NA
-#>       20      0.81                       0.008           NA
-#>       30      0.26                       0.004           NA
-#>       40      0.12                       0.002           NA
-#>       50      0.06                       0.001           NA
-#> 
-#> [[8]]
-#>         crop
-#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
-#>       1      1.52            NA            NA            NA            NA
-#>       3      0.52         22.24          8.66          2.16          6.26
-#>       5      0.31         14.09          4.92          0.91          2.78
-#>       10     0.16          7.58          2.29          0.28          0.93
-#>       15     0.11          3.48          1.14          0.14          0.49
-#>       20     0.08          1.65          0.65          0.09          0.31
-#>       30     0.05          0.57          0.29          0.04          0.16
-#>       40     0.04          0.27          0.16          0.03          0.10
-#>       50     0.03          0.15          0.11          0.02          0.07
-#>         crop
-#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
-#>       1         NA                       1.640           NA
-#>       3      13.53                          NA           NA
-#>       5       7.15                       0.090           NA
-#>       10      3.01                       0.020           NA
-#>       15      1.82                       0.010           NA
-#>       20      0.78                       0.007           NA
-#>       30      0.25                       0.003           NA
-#>       40      0.12                       0.002           NA
-#>       50      0.06                       0.001           NA
-#>
+
+

Examples

+ 
drift_data_JKI
+#> [[1]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      2.77            NA            NA            NA            NA
+#>       3      0.95         29.20         15.73          2.70          8.02
+#>       5      0.57         19.89          8.41          1.18          3.62
+#>       10     0.29         11.81          3.60          0.39          1.23
+#>       15     0.20          5.55          1.81          0.20          0.65
+#>       20     0.15          2.77          1.09          0.13          0.42
+#>       30     0.10          1.04          0.54          0.07          0.22
+#>       40     0.07          0.52          0.32          0.04          0.14
+#>       50     0.06          0.30          0.22          0.03          0.10
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       4.440           NA
+#>       3      19.33                          NA  0.018721696
+#>       5      11.57                       0.180  0.014363896
+#>       10      5.77                       0.050  0.010026007
+#>       15      3.84                       0.020  0.008124366
+#>       20      1.79                       0.012  0.006998158
+#>       30      0.56                       0.005  0.005670811
+#>       40      0.25                       0.003           NA
+#>       50      0.13                       0.002  0.004350831
+#> 
+#> [[2]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      2.38            NA            NA            NA            NA
+#>       3      0.79         25.53         12.13          2.53          7.23
+#>       5      0.47         16.87          6.81          1.09          3.22
+#>       10     0.24          9.61          3.11          0.35          1.07
+#>       15     0.16          5.61          1.58          0.18          0.56
+#>       20     0.12          2.59          0.90          0.11          0.36
+#>       30     0.08          0.87          0.40          0.06          0.19
+#>       40     0.06          0.40          0.23          0.03          0.12
+#>       50     0.05          0.22          0.15          0.02          0.08
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       3.780           NA
+#>       3      17.73                          NA           NA
+#>       5       9.60                       0.160           NA
+#>       10      4.18                       0.040           NA
+#>       15      2.57                       0.020           NA
+#>       20      1.21                       0.011           NA
+#>       30      0.38                       0.005           NA
+#>       40      0.17                       0.003           NA
+#>       50      0.09                       0.002           NA
+#> 
+#> [[3]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      2.01            NA            NA            NA            NA
+#>       3      0.68         23.96         11.01          2.49          6.90
+#>       5      0.41         15.79          6.04          1.04          3.07
+#>       10     0.20          8.96          2.67          0.32          1.02
+#>       15     0.14          4.24          1.39          0.16          0.54
+#>       20     0.10          2.01          0.80          0.10          0.34
+#>       30     0.07          0.70          0.36          0.05          0.18
+#>       40     0.05          0.33          0.21          0.03          0.11
+#>       50     0.04          0.19          0.13          0.02          0.08
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       3.420           NA
+#>       3      15.93                          NA           NA
+#>       5       8.57                       0.150           NA
+#>       10      3.70                       0.040           NA
+#>       15      2.26                       0.020           NA
+#>       20      1.05                       0.010           NA
+#>       30      0.34                       0.004           NA
+#>       40      0.15                       0.003           NA
+#>       50      0.08                       0.002           NA
+#> 
+#> [[4]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      1.85            NA            NA            NA            NA
+#>       3      0.62         23.61         10.12          2.44          6.71
+#>       5      0.38         15.42          5.60          1.02          2.99
+#>       10     0.19          8.66          2.50          0.31          0.99
+#>       15     0.13          4.01          1.28          0.16          0.52
+#>       20     0.10          1.89          0.75          0.10          0.33
+#>       30     0.06          0.66          0.35          0.05          0.17
+#>       40     0.05          0.31          0.20          0.03          0.11
+#>       50     0.04          0.17          0.13          0.02          0.08
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       2.290           NA
+#>       3      15.38                          NA           NA
+#>       5       8.26                       0.120           NA
+#>       10      3.55                       0.030           NA
+#>       15      2.17                       0.020           NA
+#>       20      0.93                       0.009           NA
+#>       30      0.31                       0.004           NA
+#>       40      0.14                       0.002           NA
+#>       50      0.08                       0.002           NA
+#> 
+#> [[5]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      1.75            NA            NA            NA            NA
+#>       3      0.59         23.12          9.74          2.37          6.59
+#>       5      0.36         15.06          5.41          1.00          2.93
+#>       10     0.18          8.42          2.43          0.31          0.98
+#>       15     0.12          3.83          1.24          0.15          0.51
+#>       20     0.09          1.81          0.72          0.09          0.33
+#>       30     0.06          0.63          0.34          0.05          0.17
+#>       40     0.05          0.30          0.20          0.03          0.11
+#>       50     0.04          0.17          0.13          0.02          0.08
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       2.120           NA
+#>       3      15.12                          NA           NA
+#>       5       7.99                       0.110           NA
+#>       10      3.36                       0.030           NA
+#>       15      2.03                       0.010           NA
+#>       20      0.88                       0.008           NA
+#>       30      0.29                       0.004           NA
+#>       40      0.14                       0.002           NA
+#>       50      0.07                       0.002           NA
+#> 
+#> [[6]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      1.64            NA            NA            NA            NA
+#>       3      0.56         22.76          9.21          2.29          6.41
+#>       5      0.34         14.64          5.18          0.97          2.85
+#>       10     0.17          8.04          2.38          0.30          0.95
+#>       15     0.11          3.71          1.20          0.15          0.50
+#>       20     0.09          1.75          0.68          0.09          0.32
+#>       30     0.06          0.61          0.31          0.05          0.17
+#>       40     0.04          0.29          0.17          0.03          0.11
+#>       50     0.03          0.16          0.11          0.02          0.07
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       1.980           NA
+#>       3      14.90                          NA           NA
+#>       5       7.79                       0.100           NA
+#>       10      3.23                       0.030           NA
+#>       15      1.93                       0.010           NA
+#>       20      0.83                       0.008           NA
+#>       30      0.28                       0.004           NA
+#>       40      0.13                       0.002           NA
+#>       50      0.07                       0.001           NA
+#> 
+#> [[7]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      1.61            NA            NA            NA            NA
+#>       3      0.55         22.69          9.10          2.24          6.33
+#>       5      0.33         14.45          5.11          0.94          2.81
+#>       10     0.17          7.83          2.33          0.29          0.94
+#>       15     0.11          3.62          1.20          0.15          0.49
+#>       20     0.08          1.71          0.67          0.09          0.31
+#>       30     0.06          0.60          0.30          0.05          0.16
+#>       40     0.04          0.28          0.17          0.03          0.10
+#>       50     0.03          0.16          0.11          0.02          0.07
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       1.930           NA
+#>       3      14.63                          NA           NA
+#>       5       7.60                       0.100           NA
+#>       10      3.13                       0.030           NA
+#>       15      1.86                       0.010           NA
+#>       20      0.81                       0.008           NA
+#>       30      0.26                       0.004           NA
+#>       40      0.12                       0.002           NA
+#>       50      0.06                       0.001           NA
+#> 
+#> [[8]]
+#>         crop
+#> distance Ackerbau Obstbau frueh Obstbau spaet Weinbau frueh Weinbau spaet
+#>       1      1.52            NA            NA            NA            NA
+#>       3      0.52         22.24          8.66          2.16          6.26
+#>       5      0.31         14.09          4.92          0.91          2.78
+#>       10     0.16          7.58          2.29          0.28          0.93
+#>       15     0.11          3.48          1.14          0.14          0.49
+#>       20     0.08          1.65          0.65          0.09          0.31
+#>       30     0.05          0.57          0.29          0.04          0.16
+#>       40     0.04          0.27          0.16          0.03          0.10
+#>       50     0.03          0.15          0.11          0.02          0.07
+#>         crop
+#> distance Hopfenbau Flaechenkulturen > 900 l/ha Gleisanlagen
+#>       1         NA                       1.640           NA
+#>       3      13.53                          NA           NA
+#>       5       7.15                       0.090           NA
+#>       10      3.01                       0.020           NA
+#>       15      1.82                       0.010           NA
+#>       20      0.78                       0.007           NA
+#>       30      0.25                       0.003           NA
+#>       40      0.12                       0.002           NA
+#>       50      0.06                       0.001           NA
+#> 
+
+
+
-
- - + + -- cgit v1.2.1