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<h1>Deposition from spray drift expressed as percent of the applied dose as
published by the JKI</h1>
<small class="dont-index">Source: <a href='https://github.com/jranke/pfm/blob/master/R/drift_data_JKI.R'><code>R/drift_data_JKI.R</code></a></small>
<div class="hidden name"><code>drift_data_JKI.Rd</code></div>
</div>
<div class="ref-description">
<p>Deposition from spray drift expressed as percent of the applied dose as
published by the German Julius-Kühn Institute (JKI).</p>
</div>
<h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
<p>A list currently containing matrices with spray drift percentage
data for field crops (Ackerbau), and Pome/stone fruit, early and late
(Obstbau frueh, spaet).</p>
<h2 class="hasAnchor" id="source"><a class="anchor" href="#source"></a>Source</h2>
<p>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</p>
<p>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</p>
<h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
<p>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.</p>
<p>Additional spray drift values were taken from the publication by Rautmann
et al. (2001). Specifically, these are the values for early vines, and
the values for a 3 m buffer which are incomplete in the spreadsheet.</p>
<p>Note that for vegetables, ornamentals and small fruit, the values for
field crops are used for crops < 50 cm, and the vales for late vines are
used for crops > 50 cm. In the JKI spreadsheet, it is indicated that
these values are used for spray applications with handheld/knapsack
equipment (tragbare Spritz- und Sprühgerate).</p>
<p>Values for non-professional use listed in the JKI spreadsheet were not
included.</p>
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><div class='input'>
</div><span class='co'># NOT RUN {</span>
<span class='co'># This is the code that was used to extract the data</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/library'>library</a></span>(<span class='no'>readxl</span>)
<span class='no'>abdrift_path</span> <span class='kw'><-</span> <span class='st'>"inst/extdata/Tabelle der Abdrifteckwerte.xls"</span>
<span class='no'>JKI_crops</span> <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"Ackerbau"</span>, <span class='st'>"Obstbau frueh"</span>, <span class='st'>"Obstbau spaet"</span>, <span class='st'>"Weinbau frueh"</span>, <span class='st'>"Weinbau spaet"</span>,
<span class='st'>"Hopfenbau"</span>, <span class='st'>"Flaechenkulturen > 900 l/ha"</span>, <span class='st'>"Gleisanlagen"</span>)
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/names'>names</a></span>(<span class='no'>JKI_crops</span>) <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"Field crops"</span>, <span class='st'>"Pome/stone fruit, early"</span>, <span class='st'>"Pome/stone fruit, late"</span>,
<span class='st'>"Vines early"</span>, <span class='st'>"Vines late"</span>, <span class='st'>"Hops"</span>, <span class='st'>"Areic cultures > 900 L/ha"</span>, <span class='st'>"Railroad tracks"</span>)
<span class='no'>drift_data_JKI</span> <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>()
<span class='kw'>for</span> (<span class='no'>n</span> <span class='kw'>in</span> <span class='fl'>1</span>:<span class='fl'>8</span>) {
<span class='no'>drift_data_raw</span> <span class='kw'><-</span> <span class='fu'><a href='https://readxl.tidyverse.org/reference/read_excel.html'>read_excel</a></span>(<span class='no'>abdrift_path</span>, <span class='kw'>sheet</span> <span class='kw'>=</span> <span class='no'>n</span> + <span class='fl'>1</span>, <span class='kw'>skip</span> <span class='kw'>=</span> <span class='fl'>2</span>)
<span class='no'>drift_data</span> <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/matrix'>matrix</a></span>(<span class='fl'>NA</span>, <span class='kw'>nrow</span> <span class='kw'>=</span> <span class='fl'>9</span>, <span class='kw'>ncol</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/length'>length</a></span>(<span class='no'>JKI_crops</span>))
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/dimnames'>dimnames</a></span>(<span class='no'>drift_data</span>) <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/list'>list</a></span>(<span class='kw'>distance</span> <span class='kw'>=</span> <span class='no'>drift_data_raw</span><span class='kw'>[[</span><span class='fl'>1</span>]][<span class='fl'>1</span>:<span class='fl'>9</span>],
<span class='kw'>crop</span> <span class='kw'>=</span> <span class='no'>JKI_crops</span>)
<span class='kw'>if</span> (<span class='no'>n</span> <span class='kw'>==</span> <span class='fl'>1</span>) { <span class='co'># Values for railroad tracks only present for one application</span>
<span class='no'>drift_data</span>[, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>1</span>:<span class='fl'>3</span>, <span class='fl'>5</span>:<span class='fl'>8</span>)] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/matrix'>as.matrix</a></span>(<span class='no'>drift_data_raw</span>[<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>2</span>:<span class='fl'>7</span>, <span class='fl'>11</span>)][<span class='fl'>1</span>:<span class='fl'>9</span>, ])
} <span class='kw'>else</span> {
<span class='no'>drift_data</span>[, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>1</span>:<span class='fl'>3</span>, <span class='fl'>5</span>:<span class='fl'>7</span>)] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/matrix'>as.matrix</a></span>(<span class='no'>drift_data_raw</span>[<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>2</span>:<span class='fl'>7</span>)][<span class='fl'>1</span>:<span class='fl'>9</span>, ])
}
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='no'>n</span>]] <span class='kw'><-</span> <span class='no'>drift_data</span>
}
<span class='co'># Manual data entry from the Rautmann paper</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>1</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.95</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>1</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.7</span>, <span class='fl'>1.18</span>, <span class='fl'>0.39</span>, <span class='fl'>0.2</span>, <span class='fl'>0.13</span>, <span class='fl'>0.07</span>, <span class='fl'>0.04</span>, <span class='fl'>0.03</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>2</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.79</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>2</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.53</span>, <span class='fl'>1.09</span>, <span class='fl'>0.35</span>, <span class='fl'>0.18</span>, <span class='fl'>0.11</span>, <span class='fl'>0.06</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>3</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.68</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>3</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.49</span>, <span class='fl'>1.04</span>, <span class='fl'>0.32</span>, <span class='fl'>0.16</span>, <span class='fl'>0.10</span>, <span class='fl'>0.05</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>4</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.62</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>4</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.44</span>, <span class='fl'>1.02</span>, <span class='fl'>0.31</span>, <span class='fl'>0.16</span>, <span class='fl'>0.10</span>, <span class='fl'>0.05</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>5</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.59</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>5</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.37</span>, <span class='fl'>1.00</span>, <span class='fl'>0.31</span>, <span class='fl'>0.15</span>, <span class='fl'>0.09</span>, <span class='fl'>0.05</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>6</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.56</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>6</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.29</span>, <span class='fl'>0.97</span>, <span class='fl'>0.30</span>, <span class='fl'>0.15</span>, <span class='fl'>0.09</span>, <span class='fl'>0.05</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>7</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.55</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>7</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.24</span>, <span class='fl'>0.94</span>, <span class='fl'>0.29</span>, <span class='fl'>0.15</span>, <span class='fl'>0.09</span>, <span class='fl'>0.05</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>8</span>]][<span class='st'>"3"</span>, <span class='st'>"Ackerbau"</span>] <span class='kw'><-</span> <span class='fl'>0.52</span>
<span class='no'>drift_data_JKI</span><span class='kw'>[[</span><span class='fl'>8</span>]][, <span class='st'>"Weinbau frueh"</span>] <span class='kw'><-</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>NA</span>, <span class='fl'>2.16</span>, <span class='fl'>0.91</span>, <span class='fl'>0.28</span>, <span class='fl'>0.14</span>, <span class='fl'>0.09</span>, <span class='fl'>0.04</span>, <span class='fl'>0.03</span>, <span class='fl'>0.02</span>)
<span class='co'># Save the data</span>
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/save'>save</a></span>(<span class='no'>drift_data_JKI</span>, <span class='kw'>file</span> <span class='kw'>=</span> <span class='st'>"data/drift_data_JKI.RData"</span>)
<span class='co'># }</span><div class='input'>
<span class='co'># And this is the resulting data</span>
<span class='no'>drift_data_JKI</span></div><div class='output co'>#> [[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
#> </div></pre>
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