These helpers make fitted objects from [estimate_EC50()] and [ec50_multimodel()] easier to reuse. They return plain data frames, metadata, stored `drc` models, or fitted curve coordinates without requiring users to work with object attributes directly.
Usage
ec50_estimates(x)
ec50_metadata(x)
fitted_models(x)
curve_data(x, n_points = 200, log_x = TRUE, quiet = FALSE)Arguments
- x
An object returned by [estimate_EC50()] or [ec50_multimodel()].
- n_points
Number of dose values used to draw each fitted curve.
- log_x
Logical. If `TRUE`, curve coordinates are generated only over positive dose values for log10 x-axis plotting.
- quiet
Logical. If `FALSE`, failed curve predictions are reported with a warning.
Value
`ec50_estimates()` returns a plain data frame of EC estimates. `ec50_metadata()` returns a list with modeling metadata. `fitted_models()` returns a named list of stored `drc` model objects. `curve_data()` returns a data frame of fitted curve coordinates.
Examples
data(multi_isolate)
sample_data <- subset(
multi_isolate,
isolate %in% 1:3 & fungicida == "Fungicide A"
)
fit <- estimate_EC50(
growth ~ dose,
data = sample_data,
isolate_col = "isolate",
strata_col = "field",
fct = drc::LL.3()
)
ec50_estimates(fit)
#> ID field Estimate Std..Error
#> 1 1 Organic 0.006072082 0.0005740341
#> 2 2 Conventional 0.101455765 0.0076364691
#> 3 3 Organic 0.003776957 0.0002432571
ec50_metadata(fit)
#> $formula
#> growth ~ dose
#> <environment: 0x0000025b4955c658>
#>
#> $data_columns
#> [1] "isolate" "field" "fungicida" "dose" "growth"
#>
#> $isolate_col
#> [1] "isolate"
#>
#> $strata_col
#> [1] "field"
#>
#> $model_labels
#> [1] "LL.3"
#>
#> $n_models
#> [1] 3
#>
curve_data(fit)
#> field isolate model dose growth .curve_group
#> 1 Organic 1 LL.3 1.000000e-05 19.86338289 Organic.1.LL.3
#> 1.1 Organic 1 LL.3 1.059560e-05 19.86006320 Organic.1.LL.3
#> 1.2 Organic 1 LL.3 1.122668e-05 19.85656741 Organic.1.LL.3
#> 1.3 Organic 1 LL.3 1.189534e-05 19.85288626 Organic.1.LL.3
#> 1.4 Organic 1 LL.3 1.260383e-05 19.84900999 Organic.1.LL.3
#> 1.5 Organic 1 LL.3 1.335452e-05 19.84492834 Organic.1.LL.3
#> 1.6 Organic 1 LL.3 1.414991e-05 19.84063051 Organic.1.LL.3
#> 1.7 Organic 1 LL.3 1.499268e-05 19.83610516 Organic.1.LL.3
#> 1.8 Organic 1 LL.3 1.588565e-05 19.83134037 Organic.1.LL.3
#> 1.9 Organic 1 LL.3 1.683180e-05 19.82632358 Organic.1.LL.3
#> 1.10 Organic 1 LL.3 1.783431e-05 19.82104160 Organic.1.LL.3
#> 1.11 Organic 1 LL.3 1.889652e-05 19.81548057 Organic.1.LL.3
#> 1.12 Organic 1 LL.3 2.002200e-05 19.80962592 Organic.1.LL.3
#> 1.13 Organic 1 LL.3 2.121452e-05 19.80346234 Organic.1.LL.3
#> 1.14 Organic 1 LL.3 2.247806e-05 19.79697372 Organic.1.LL.3
#> 1.15 Organic 1 LL.3 2.381686e-05 19.79014317 Organic.1.LL.3
#> 1.16 Organic 1 LL.3 2.523539e-05 19.78295292 Organic.1.LL.3
#> 1.17 Organic 1 LL.3 2.673842e-05 19.77538430 Organic.1.LL.3
#> 1.18 Organic 1 LL.3 2.833096e-05 19.76741774 Organic.1.LL.3
#> 1.19 Organic 1 LL.3 3.001836e-05 19.75903265 Organic.1.LL.3
#> 1.20 Organic 1 LL.3 3.180626e-05 19.75020743 Organic.1.LL.3
#> 1.21 Organic 1 LL.3 3.370064e-05 19.74091941 Organic.1.LL.3
#> 1.22 Organic 1 LL.3 3.570786e-05 19.73114479 Organic.1.LL.3
#> 1.23 Organic 1 LL.3 3.783463e-05 19.72085860 Organic.1.LL.3
#> 1.24 Organic 1 LL.3 4.008806e-05 19.71003466 Organic.1.LL.3
#> 1.25 Organic 1 LL.3 4.247572e-05 19.69864548 Organic.1.LL.3
#> 1.26 Organic 1 LL.3 4.500558e-05 19.68666228 Organic.1.LL.3
#> 1.27 Organic 1 LL.3 4.768612e-05 19.67405486 Organic.1.LL.3
#> 1.28 Organic 1 LL.3 5.052631e-05 19.66079157 Organic.1.LL.3
#> 1.29 Organic 1 LL.3 5.353567e-05 19.64683926 Organic.1.LL.3
#> 1.30 Organic 1 LL.3 5.672426e-05 19.63216320 Organic.1.LL.3
#> 1.31 Organic 1 LL.3 6.010277e-05 19.61672704 Organic.1.LL.3
#> 1.32 Organic 1 LL.3 6.368250e-05 19.60049272 Organic.1.LL.3
#> 1.33 Organic 1 LL.3 6.747544e-05 19.58342042 Organic.1.LL.3
#> 1.34 Organic 1 LL.3 7.149429e-05 19.56546848 Organic.1.LL.3
#> 1.35 Organic 1 LL.3 7.575250e-05 19.54659335 Organic.1.LL.3
#> 1.36 Organic 1 LL.3 8.026434e-05 19.52674951 Organic.1.LL.3
#> 1.37 Organic 1 LL.3 8.504489e-05 19.50588941 Organic.1.LL.3
#> 1.38 Organic 1 LL.3 9.011018e-05 19.48396339 Organic.1.LL.3
#> 1.39 Organic 1 LL.3 9.547716e-05 19.46091963 Organic.1.LL.3
#> 1.40 Organic 1 LL.3 1.011638e-04 19.43670406 Organic.1.LL.3
#> 1.41 Organic 1 LL.3 1.071891e-04 19.41126031 Organic.1.LL.3
#> 1.42 Organic 1 LL.3 1.135733e-04 19.38452964 Organic.1.LL.3
#> 1.43 Organic 1 LL.3 1.203378e-04 19.35645088 Organic.1.LL.3
#> 1.44 Organic 1 LL.3 1.275051e-04 19.32696038 Organic.1.LL.3
#> 1.45 Organic 1 LL.3 1.350994e-04 19.29599192 Organic.1.LL.3
#> 1.46 Organic 1 LL.3 1.431459e-04 19.26347670 Organic.1.LL.3
#> 1.47 Organic 1 LL.3 1.516717e-04 19.22934326 Organic.1.LL.3
#> 1.48 Organic 1 LL.3 1.607053e-04 19.19351745 Organic.1.LL.3
#> 1.49 Organic 1 LL.3 1.702769e-04 19.15592240 Organic.1.LL.3
#> 1.50 Organic 1 LL.3 1.804186e-04 19.11647849 Organic.1.LL.3
#> 1.51 Organic 1 LL.3 1.911644e-04 19.07510331 Organic.1.LL.3
#> 1.52 Organic 1 LL.3 2.025502e-04 19.03171170 Organic.1.LL.3
#> 1.53 Organic 1 LL.3 2.146141e-04 18.98621568 Organic.1.LL.3
#> 1.54 Organic 1 LL.3 2.273966e-04 18.93852454 Organic.1.LL.3
#> 1.55 Organic 1 LL.3 2.409404e-04 18.88854482 Organic.1.LL.3
#> 1.56 Organic 1 LL.3 2.552908e-04 18.83618037 Organic.1.LL.3
#> 1.57 Organic 1 LL.3 2.704960e-04 18.78133241 Organic.1.LL.3
#> 1.58 Organic 1 LL.3 2.866068e-04 18.72389961 Organic.1.LL.3
#> 1.59 Organic 1 LL.3 3.036771e-04 18.66377820 Organic.1.LL.3
#> 1.60 Organic 1 LL.3 3.217642e-04 18.60086208 Organic.1.LL.3
#> 1.61 Organic 1 LL.3 3.409285e-04 18.53504297 Organic.1.LL.3
#> 1.62 Organic 1 LL.3 3.612343e-04 18.46621059 Organic.1.LL.3
#> 1.63 Organic 1 LL.3 3.827494e-04 18.39425288 Organic.1.LL.3
#> 1.64 Organic 1 LL.3 4.055461e-04 18.31905620 Organic.1.LL.3
#> 1.65 Organic 1 LL.3 4.297005e-04 18.24050562 Organic.1.LL.3
#> 1.66 Organic 1 LL.3 4.552935e-04 18.15848520 Organic.1.LL.3
#> 1.67 Organic 1 LL.3 4.824109e-04 18.07287837 Organic.1.LL.3
#> 1.68 Organic 1 LL.3 5.111433e-04 17.98356823 Organic.1.LL.3
#> 1.69 Organic 1 LL.3 5.415871e-04 17.89043806 Organic.1.LL.3
#> 1.70 Organic 1 LL.3 5.738442e-04 17.79337169 Organic.1.LL.3
#> 1.71 Organic 1 LL.3 6.080224e-04 17.69225402 Organic.1.LL.3
#> 1.72 Organic 1 LL.3 6.442364e-04 17.58697160 Organic.1.LL.3
#> 1.73 Organic 1 LL.3 6.826072e-04 17.47741314 Organic.1.LL.3
#> 1.74 Organic 1 LL.3 7.232634e-04 17.36347021 Organic.1.LL.3
#> 1.75 Organic 1 LL.3 7.663411e-04 17.24503785 Organic.1.LL.3
#> 1.76 Organic 1 LL.3 8.119845e-04 17.12201528 Organic.1.LL.3
#> 1.77 Organic 1 LL.3 8.603464e-04 16.99430669 Organic.1.LL.3
#> 1.78 Organic 1 LL.3 9.115888e-04 16.86182198 Organic.1.LL.3
#> 1.79 Organic 1 LL.3 9.658832e-04 16.72447760 Organic.1.LL.3
#> 1.80 Organic 1 LL.3 1.023411e-03 16.58219738 Organic.1.LL.3
#> 1.81 Organic 1 LL.3 1.084366e-03 16.43491344 Organic.1.LL.3
#> 1.82 Organic 1 LL.3 1.148951e-03 16.28256703 Organic.1.LL.3
#> 1.83 Organic 1 LL.3 1.217383e-03 16.12510948 Organic.1.LL.3
#> 1.84 Organic 1 LL.3 1.289890e-03 15.96250308 Organic.1.LL.3
#> 1.85 Organic 1 LL.3 1.366716e-03 15.79472200 Organic.1.LL.3
#> 1.86 Organic 1 LL.3 1.448118e-03 15.62175319 Organic.1.LL.3
#> 1.87 Organic 1 LL.3 1.534368e-03 15.44359726 Organic.1.LL.3
#> 1.88 Organic 1 LL.3 1.625756e-03 15.26026928 Organic.1.LL.3
#> 1.89 Organic 1 LL.3 1.722586e-03 15.07179963 Organic.1.LL.3
#> 1.90 Organic 1 LL.3 1.825183e-03 14.87823470 Organic.1.LL.3
#> 1.91 Organic 1 LL.3 1.933892e-03 14.67963760 Organic.1.LL.3
#> 1.92 Organic 1 LL.3 2.049075e-03 14.47608870 Organic.1.LL.3
#> 1.93 Organic 1 LL.3 2.171118e-03 14.26768616 Organic.1.LL.3
#> 1.94 Organic 1 LL.3 2.300430e-03 14.05454632 Organic.1.LL.3
#> 1.95 Organic 1 LL.3 2.437444e-03 13.83680397 Organic.1.LL.3
#> 1.96 Organic 1 LL.3 2.582619e-03 13.61461250 Organic.1.LL.3
#> 1.97 Organic 1 LL.3 2.736440e-03 13.38814391 Organic.1.LL.3
#> 1.98 Organic 1 LL.3 2.899423e-03 13.15758864 Organic.1.LL.3
#> 1.99 Organic 1 LL.3 3.072113e-03 12.92315537 Organic.1.LL.3
#> 1.100 Organic 1 LL.3 3.255089e-03 12.68507046 Organic.1.LL.3
#> 1.101 Organic 1 LL.3 3.448962e-03 12.44357744 Organic.1.LL.3
#> 1.102 Organic 1 LL.3 3.654383e-03 12.19893619 Organic.1.LL.3
#> 1.103 Organic 1 LL.3 3.872039e-03 11.95142203 Organic.1.LL.3
#> 1.104 Organic 1 LL.3 4.102658e-03 11.70132465 Organic.1.LL.3
#> 1.105 Organic 1 LL.3 4.347013e-03 11.44894687 Organic.1.LL.3
#> 1.106 Organic 1 LL.3 4.605922e-03 11.19460326 Organic.1.LL.3
#> 1.107 Organic 1 LL.3 4.880252e-03 10.93861868 Organic.1.LL.3
#> 1.108 Organic 1 LL.3 5.170920e-03 10.68132666 Organic.1.LL.3
#> 1.109 Organic 1 LL.3 5.478901e-03 10.42306769 Organic.1.LL.3
#> 1.110 Organic 1 LL.3 5.805226e-03 10.16418744 Organic.1.LL.3
#> 1.111 Organic 1 LL.3 6.150986e-03 9.90503494 Organic.1.LL.3
#> 1.112 Organic 1 LL.3 6.517340e-03 9.64596069 Organic.1.LL.3
#> 1.113 Organic 1 LL.3 6.905514e-03 9.38731477 Organic.1.LL.3
#> 1.114 Organic 1 LL.3 7.316807e-03 9.12944492 Organic.1.LL.3
#> 1.115 Organic 1 LL.3 7.752597e-03 8.87269475 Organic.1.LL.3
#> 1.116 Organic 1 LL.3 8.214344e-03 8.61740185 Organic.1.LL.3
#> 1.117 Organic 1 LL.3 8.703591e-03 8.36389607 Organic.1.LL.3
#> 1.118 Organic 1 LL.3 9.221979e-03 8.11249788 Organic.1.LL.3
#> 1.119 Organic 1 LL.3 9.771242e-03 7.86351680 Organic.1.LL.3
#> 1.120 Organic 1 LL.3 1.035322e-02 7.61724993 Organic.1.LL.3
#> 1.121 Organic 1 LL.3 1.096986e-02 7.37398069 Organic.1.LL.3
#> 1.122 Organic 1 LL.3 1.162322e-02 7.13397764 Organic.1.LL.3
#> 1.123 Organic 1 LL.3 1.231551e-02 6.89749346 Organic.1.LL.3
#> 1.124 Organic 1 LL.3 1.304902e-02 6.66476411 Organic.1.LL.3
#> 1.125 Organic 1 LL.3 1.382622e-02 6.43600812 Organic.1.LL.3
#> 1.126 Organic 1 LL.3 1.464971e-02 6.21142607 Organic.1.LL.3
#> 1.127 Organic 1 LL.3 1.552225e-02 5.99120021 Organic.1.LL.3
#> 1.128 Organic 1 LL.3 1.644676e-02 5.77549423 Organic.1.LL.3
#> 1.129 Organic 1 LL.3 1.742633e-02 5.56445322 Organic.1.LL.3
#> 1.130 Organic 1 LL.3 1.846425e-02 5.35820369 Organic.1.LL.3
#> 1.131 Organic 1 LL.3 1.956398e-02 5.15685384 Organic.1.LL.3
#> 1.132 Organic 1 LL.3 2.072922e-02 4.96049384 Organic.1.LL.3
#> 1.133 Organic 1 LL.3 2.196385e-02 4.76919627 Organic.1.LL.3
#> 1.134 Organic 1 LL.3 2.327202e-02 4.58301672 Organic.1.LL.3
#> 1.135 Organic 1 LL.3 2.465811e-02 4.40199432 Organic.1.LL.3
#> 1.136 Organic 1 LL.3 2.612675e-02 4.22615255 Organic.1.LL.3
#> 1.137 Organic 1 LL.3 2.768287e-02 4.05549991 Organic.1.LL.3
#> 1.138 Organic 1 LL.3 2.933166e-02 3.89003081 Organic.1.LL.3
#> 1.139 Organic 1 LL.3 3.107866e-02 3.72972639 Organic.1.LL.3
#> 1.140 Organic 1 LL.3 3.292971e-02 3.57455540 Organic.1.LL.3
#> 1.141 Organic 1 LL.3 3.489101e-02 3.42447513 Organic.1.LL.3
#> 1.142 Organic 1 LL.3 3.696913e-02 3.27943230 Organic.1.LL.3
#> 1.143 Organic 1 LL.3 3.917101e-02 3.13936398 Organic.1.LL.3
#> 1.144 Organic 1 LL.3 4.150405e-02 3.00419846 Organic.1.LL.3
#> 1.145 Organic 1 LL.3 4.397604e-02 2.87385618 Organic.1.LL.3
#> 1.146 Organic 1 LL.3 4.659526e-02 2.74825057 Organic.1.LL.3
#> 1.147 Organic 1 LL.3 4.937048e-02 2.62728887 Organic.1.LL.3
#> 1.148 Organic 1 LL.3 5.231099e-02 2.51087297 Organic.1.LL.3
#> 1.149 Organic 1 LL.3 5.542665e-02 2.39890013 Organic.1.LL.3
#> 1.150 Organic 1 LL.3 5.872787e-02 2.29126376 Organic.1.LL.3
#> 1.151 Organic 1 LL.3 6.222571e-02 2.18785407 Organic.1.LL.3
#> 1.152 Organic 1 LL.3 6.593188e-02 2.08855872 Organic.1.LL.3
#> 1.153 Organic 1 LL.3 6.985880e-02 1.99326347 Organic.1.LL.3
#> 1.154 Organic 1 LL.3 7.401960e-02 1.90185267 Organic.1.LL.3
#> 1.155 Organic 1 LL.3 7.842822e-02 1.81420986 Organic.1.LL.3
#> 1.156 Organic 1 LL.3 8.309942e-02 1.73021816 Organic.1.LL.3
#> 1.157 Organic 1 LL.3 8.804884e-02 1.64976079 Organic.1.LL.3
#> 1.158 Organic 1 LL.3 9.329304e-02 1.57272141 Organic.1.LL.3
#> 1.159 Organic 1 LL.3 9.884959e-02 1.49898449 Organic.1.LL.3
#> 1.160 Organic 1 LL.3 1.047371e-01 1.42843565 Organic.1.LL.3
#> 1.161 Organic 1 LL.3 1.109752e-01 1.36096191 Organic.1.LL.3
#> 1.162 Organic 1 LL.3 1.175850e-01 1.29645199 Organic.1.LL.3
#> 1.163 Organic 1 LL.3 1.245883e-01 1.23479647 Organic.1.LL.3
#> 1.164 Organic 1 LL.3 1.320088e-01 1.17588803 Organic.1.LL.3
#> 1.165 Organic 1 LL.3 1.398713e-01 1.11962159 Organic.1.LL.3
#> 1.166 Organic 1 LL.3 1.482021e-01 1.06589445 Organic.1.LL.3
#> 1.167 Organic 1 LL.3 1.570290e-01 1.01460641 Organic.1.LL.3
#> 1.168 Organic 1 LL.3 1.663817e-01 0.96565986 Organic.1.LL.3
#> 1.169 Organic 1 LL.3 1.762914e-01 0.91895985 Organic.1.LL.3
#> 1.170 Organic 1 LL.3 1.867914e-01 0.87441412 Organic.1.LL.3
#> 1.171 Organic 1 LL.3 1.979167e-01 0.83193319 Organic.1.LL.3
#> 1.172 Organic 1 LL.3 2.097046e-01 0.79143035 Organic.1.LL.3
#> 1.173 Organic 1 LL.3 2.221947e-01 0.75282164 Organic.1.LL.3
#> 1.174 Organic 1 LL.3 2.354286e-01 0.71602592 Organic.1.LL.3
#> 1.175 Organic 1 LL.3 2.494508e-01 0.68096479 Organic.1.LL.3
#> 1.176 Organic 1 LL.3 2.643081e-01 0.64756261 Organic.1.LL.3
#> 1.177 Organic 1 LL.3 2.800504e-01 0.61574641 Organic.1.LL.3
#> 1.178 Organic 1 LL.3 2.967302e-01 0.58544595 Organic.1.LL.3
#> 1.179 Organic 1 LL.3 3.144035e-01 0.55659357 Organic.1.LL.3
#> 1.180 Organic 1 LL.3 3.331295e-01 0.52912422 Organic.1.LL.3
#> 1.181 Organic 1 LL.3 3.529707e-01 0.50297535 Organic.1.LL.3
#> 1.182 Organic 1 LL.3 3.739937e-01 0.47808688 Organic.1.LL.3
#> 1.183 Organic 1 LL.3 3.962689e-01 0.45440114 Organic.1.LL.3
#> 1.184 Organic 1 LL.3 4.198707e-01 0.43186280 Organic.1.LL.3
#> 1.185 Organic 1 LL.3 4.448783e-01 0.41041880 Organic.1.LL.3
#> 1.186 Organic 1 LL.3 4.713753e-01 0.39001829 Organic.1.LL.3
#> 1.187 Organic 1 LL.3 4.994505e-01 0.37061256 Organic.1.LL.3
#> 1.188 Organic 1 LL.3 5.291979e-01 0.35215498 Organic.1.LL.3
#> 1.189 Organic 1 LL.3 5.607170e-01 0.33460091 Organic.1.LL.3
#> 1.190 Organic 1 LL.3 5.941134e-01 0.31790766 Organic.1.LL.3
#> 1.191 Organic 1 LL.3 6.294989e-01 0.30203439 Organic.1.LL.3
#> 1.192 Organic 1 LL.3 6.669920e-01 0.28694208 Organic.1.LL.3
#> 1.193 Organic 1 LL.3 7.067181e-01 0.27259345 Organic.1.LL.3
#> 1.194 Organic 1 LL.3 7.488104e-01 0.25895286 Organic.1.LL.3
#> 1.195 Organic 1 LL.3 7.934097e-01 0.24598630 Organic.1.LL.3
#> 1.196 Organic 1 LL.3 8.406653e-01 0.23366130 Organic.1.LL.3
#> 1.197 Organic 1 LL.3 8.907355e-01 0.22194688 Organic.1.LL.3
#> 1.198 Organic 1 LL.3 9.437878e-01 0.21081346 Organic.1.LL.3
#> 1.199 Organic 1 LL.3 1.000000e+00 0.20023285 Organic.1.LL.3
#> 36 Conventional 2 LL.3 1.000000e-05 20.00169656 Conventional.2.LL.3
#> 36.1 Conventional 2 LL.3 1.059560e-05 20.00159567 Conventional.2.LL.3
#> 36.2 Conventional 2 LL.3 1.122668e-05 20.00148866 Conventional.2.LL.3
#> 36.3 Conventional 2 LL.3 1.189534e-05 20.00137515 Conventional.2.LL.3
#> 36.4 Conventional 2 LL.3 1.260383e-05 20.00125476 Conventional.2.LL.3
#> 36.5 Conventional 2 LL.3 1.335452e-05 20.00112706 Conventional.2.LL.3
#> 36.6 Conventional 2 LL.3 1.414991e-05 20.00099162 Conventional.2.LL.3
#> 36.7 Conventional 2 LL.3 1.499268e-05 20.00084795 Conventional.2.LL.3
#> 36.8 Conventional 2 LL.3 1.588565e-05 20.00069557 Conventional.2.LL.3
#> 36.9 Conventional 2 LL.3 1.683180e-05 20.00053394 Conventional.2.LL.3
#> 36.10 Conventional 2 LL.3 1.783431e-05 20.00036251 Conventional.2.LL.3
#> 36.11 Conventional 2 LL.3 1.889652e-05 20.00018067 Conventional.2.LL.3
#> 36.12 Conventional 2 LL.3 2.002200e-05 19.99998780 Conventional.2.LL.3
#> 36.13 Conventional 2 LL.3 2.121452e-05 19.99978322 Conventional.2.LL.3
#> 36.14 Conventional 2 LL.3 2.247806e-05 19.99956624 Conventional.2.LL.3
#> 36.15 Conventional 2 LL.3 2.381686e-05 19.99933609 Conventional.2.LL.3
#> 36.16 Conventional 2 LL.3 2.523539e-05 19.99909198 Conventional.2.LL.3
#> 36.17 Conventional 2 LL.3 2.673842e-05 19.99883306 Conventional.2.LL.3
#> 36.18 Conventional 2 LL.3 2.833096e-05 19.99855843 Conventional.2.LL.3
#> 36.19 Conventional 2 LL.3 3.001836e-05 19.99826714 Conventional.2.LL.3
#> 36.20 Conventional 2 LL.3 3.180626e-05 19.99795818 Conventional.2.LL.3
#> 36.21 Conventional 2 LL.3 3.370064e-05 19.99763048 Conventional.2.LL.3
#> 36.22 Conventional 2 LL.3 3.570786e-05 19.99728290 Conventional.2.LL.3
#> 36.23 Conventional 2 LL.3 3.783463e-05 19.99691424 Conventional.2.LL.3
#> 36.24 Conventional 2 LL.3 4.008806e-05 19.99652322 Conventional.2.LL.3
#> 36.25 Conventional 2 LL.3 4.247572e-05 19.99610848 Conventional.2.LL.3
#> 36.26 Conventional 2 LL.3 4.500558e-05 19.99566859 Conventional.2.LL.3
#> 36.27 Conventional 2 LL.3 4.768612e-05 19.99520202 Conventional.2.LL.3
#> 36.28 Conventional 2 LL.3 5.052631e-05 19.99470716 Conventional.2.LL.3
#> 36.29 Conventional 2 LL.3 5.353567e-05 19.99418229 Conventional.2.LL.3
#> 36.30 Conventional 2 LL.3 5.672426e-05 19.99362559 Conventional.2.LL.3
#> 36.31 Conventional 2 LL.3 6.010277e-05 19.99303514 Conventional.2.LL.3
#> 36.32 Conventional 2 LL.3 6.368250e-05 19.99240889 Conventional.2.LL.3
#> 36.33 Conventional 2 LL.3 6.747544e-05 19.99174468 Conventional.2.LL.3
#> 36.34 Conventional 2 LL.3 7.149429e-05 19.99104019 Conventional.2.LL.3
#> 36.35 Conventional 2 LL.3 7.575250e-05 19.99029301 Conventional.2.LL.3
#> 36.36 Conventional 2 LL.3 8.026434e-05 19.98950054 Conventional.2.LL.3
#> 36.37 Conventional 2 LL.3 8.504489e-05 19.98866003 Conventional.2.LL.3
#> 36.38 Conventional 2 LL.3 9.011018e-05 19.98776859 Conventional.2.LL.3
#> 36.39 Conventional 2 LL.3 9.547716e-05 19.98682313 Conventional.2.LL.3
#> 36.40 Conventional 2 LL.3 1.011638e-04 19.98582039 Conventional.2.LL.3
#> 36.41 Conventional 2 LL.3 1.071891e-04 19.98475690 Conventional.2.LL.3
#> 36.42 Conventional 2 LL.3 1.135733e-04 19.98362898 Conventional.2.LL.3
#> 36.43 Conventional 2 LL.3 1.203378e-04 19.98243274 Conventional.2.LL.3
#> 36.44 Conventional 2 LL.3 1.275051e-04 19.98116406 Conventional.2.LL.3
#> 36.45 Conventional 2 LL.3 1.350994e-04 19.97981855 Conventional.2.LL.3
#> 36.46 Conventional 2 LL.3 1.431459e-04 19.97839157 Conventional.2.LL.3
#> 36.47 Conventional 2 LL.3 1.516717e-04 19.97687821 Conventional.2.LL.3
#> 36.48 Conventional 2 LL.3 1.607053e-04 19.97527325 Conventional.2.LL.3
#> 36.49 Conventional 2 LL.3 1.702769e-04 19.97357116 Conventional.2.LL.3
#> 36.50 Conventional 2 LL.3 1.804186e-04 19.97176608 Conventional.2.LL.3
#> 36.51 Conventional 2 LL.3 1.911644e-04 19.96985179 Conventional.2.LL.3
#> 36.52 Conventional 2 LL.3 2.025502e-04 19.96782173 Conventional.2.LL.3
#> 36.53 Conventional 2 LL.3 2.146141e-04 19.96566890 Conventional.2.LL.3
#> 36.54 Conventional 2 LL.3 2.273966e-04 19.96338591 Conventional.2.LL.3
#> 36.55 Conventional 2 LL.3 2.409404e-04 19.96096494 Conventional.2.LL.3
#> 36.56 Conventional 2 LL.3 2.552908e-04 19.95839766 Conventional.2.LL.3
#> 36.57 Conventional 2 LL.3 2.704960e-04 19.95567529 Conventional.2.LL.3
#> 36.58 Conventional 2 LL.3 2.866068e-04 19.95278850 Conventional.2.LL.3
#> 36.59 Conventional 2 LL.3 3.036771e-04 19.94972741 Conventional.2.LL.3
#> 36.60 Conventional 2 LL.3 3.217642e-04 19.94648156 Conventional.2.LL.3
#> 36.61 Conventional 2 LL.3 3.409285e-04 19.94303986 Conventional.2.LL.3
#> 36.62 Conventional 2 LL.3 3.612343e-04 19.93939057 Conventional.2.LL.3
#> 36.63 Conventional 2 LL.3 3.827494e-04 19.93552125 Conventional.2.LL.3
#> 36.64 Conventional 2 LL.3 4.055461e-04 19.93141872 Conventional.2.LL.3
#> 36.65 Conventional 2 LL.3 4.297005e-04 19.92706904 Conventional.2.LL.3
#> 36.66 Conventional 2 LL.3 4.552935e-04 19.92245744 Conventional.2.LL.3
#> 36.67 Conventional 2 LL.3 4.824109e-04 19.91756827 Conventional.2.LL.3
#> 36.68 Conventional 2 LL.3 5.111433e-04 19.91238498 Conventional.2.LL.3
#> 36.69 Conventional 2 LL.3 5.415871e-04 19.90689005 Conventional.2.LL.3
#> 36.70 Conventional 2 LL.3 5.738442e-04 19.90106492 Conventional.2.LL.3
#> 36.71 Conventional 2 LL.3 6.080224e-04 19.89488996 Conventional.2.LL.3
#> 36.72 Conventional 2 LL.3 6.442364e-04 19.88834441 Conventional.2.LL.3
#> 36.73 Conventional 2 LL.3 6.826072e-04 19.88140629 Conventional.2.LL.3
#> 36.74 Conventional 2 LL.3 7.232634e-04 19.87405236 Conventional.2.LL.3
#> 36.75 Conventional 2 LL.3 7.663411e-04 19.86625803 Conventional.2.LL.3
#> 36.76 Conventional 2 LL.3 8.119845e-04 19.85799732 Conventional.2.LL.3
#> 36.77 Conventional 2 LL.3 8.603464e-04 19.84924273 Conventional.2.LL.3
#> 36.78 Conventional 2 LL.3 9.115888e-04 19.83996522 Conventional.2.LL.3
#> 36.79 Conventional 2 LL.3 9.658832e-04 19.83013411 Conventional.2.LL.3
#> 36.80 Conventional 2 LL.3 1.023411e-03 19.81971694 Conventional.2.LL.3
#> 36.81 Conventional 2 LL.3 1.084366e-03 19.80867947 Conventional.2.LL.3
#> 36.82 Conventional 2 LL.3 1.148951e-03 19.79698552 Conventional.2.LL.3
#> 36.83 Conventional 2 LL.3 1.217383e-03 19.78459690 Conventional.2.LL.3
#> 36.84 Conventional 2 LL.3 1.289890e-03 19.77147331 Conventional.2.LL.3
#> 36.85 Conventional 2 LL.3 1.366716e-03 19.75757220 Conventional.2.LL.3
#> 36.86 Conventional 2 LL.3 1.448118e-03 19.74284873 Conventional.2.LL.3
#> 36.87 Conventional 2 LL.3 1.534368e-03 19.72725560 Conventional.2.LL.3
#> 36.88 Conventional 2 LL.3 1.625756e-03 19.71074295 Conventional.2.LL.3
#> 36.89 Conventional 2 LL.3 1.722586e-03 19.69325828 Conventional.2.LL.3
#> 36.90 Conventional 2 LL.3 1.825183e-03 19.67474626 Conventional.2.LL.3
#> 36.91 Conventional 2 LL.3 1.933892e-03 19.65514868 Conventional.2.LL.3
#> 36.92 Conventional 2 LL.3 2.049075e-03 19.63440426 Conventional.2.LL.3
#> 36.93 Conventional 2 LL.3 2.171118e-03 19.61244859 Conventional.2.LL.3
#> 36.94 Conventional 2 LL.3 2.300430e-03 19.58921394 Conventional.2.LL.3
#> 36.95 Conventional 2 LL.3 2.437444e-03 19.56462918 Conventional.2.LL.3
#> 36.96 Conventional 2 LL.3 2.582619e-03 19.53861963 Conventional.2.LL.3
#> 36.97 Conventional 2 LL.3 2.736440e-03 19.51110692 Conventional.2.LL.3
#> 36.98 Conventional 2 LL.3 2.899423e-03 19.48200892 Conventional.2.LL.3
#> 36.99 Conventional 2 LL.3 3.072113e-03 19.45123955 Conventional.2.LL.3
#> 36.100 Conventional 2 LL.3 3.255089e-03 19.41870872 Conventional.2.LL.3
#> 36.101 Conventional 2 LL.3 3.448962e-03 19.38432216 Conventional.2.LL.3
#> 36.102 Conventional 2 LL.3 3.654383e-03 19.34798140 Conventional.2.LL.3
#> 36.103 Conventional 2 LL.3 3.872039e-03 19.30958360 Conventional.2.LL.3
#> 36.104 Conventional 2 LL.3 4.102658e-03 19.26902150 Conventional.2.LL.3
#> 36.105 Conventional 2 LL.3 4.347013e-03 19.22618335 Conventional.2.LL.3
#> 36.106 Conventional 2 LL.3 4.605922e-03 19.18095287 Conventional.2.LL.3
#> 36.107 Conventional 2 LL.3 4.880252e-03 19.13320918 Conventional.2.LL.3
#> 36.108 Conventional 2 LL.3 5.170920e-03 19.08282680 Conventional.2.LL.3
#> 36.109 Conventional 2 LL.3 5.478901e-03 19.02967570 Conventional.2.LL.3
#> 36.110 Conventional 2 LL.3 5.805226e-03 18.97362129 Conventional.2.LL.3
#> 36.111 Conventional 2 LL.3 6.150986e-03 18.91452449 Conventional.2.LL.3
#> 36.112 Conventional 2 LL.3 6.517340e-03 18.85224189 Conventional.2.LL.3
#> 36.113 Conventional 2 LL.3 6.905514e-03 18.78662583 Conventional.2.LL.3
#> 36.114 Conventional 2 LL.3 7.316807e-03 18.71752462 Conventional.2.LL.3
#> 36.115 Conventional 2 LL.3 7.752597e-03 18.64478279 Conventional.2.LL.3
#> 36.116 Conventional 2 LL.3 8.214344e-03 18.56824134 Conventional.2.LL.3
#> 36.117 Conventional 2 LL.3 8.703591e-03 18.48773814 Conventional.2.LL.3
#> 36.118 Conventional 2 LL.3 9.221979e-03 18.40310827 Conventional.2.LL.3
#> 36.119 Conventional 2 LL.3 9.771242e-03 18.31418458 Conventional.2.LL.3
#> 36.120 Conventional 2 LL.3 1.035322e-02 18.22079815 Conventional.2.LL.3
#> 36.121 Conventional 2 LL.3 1.096986e-02 18.12277897 Conventional.2.LL.3
#> 36.122 Conventional 2 LL.3 1.162322e-02 18.01995664 Conventional.2.LL.3
#> 36.123 Conventional 2 LL.3 1.231551e-02 17.91216113 Conventional.2.LL.3
#> 36.124 Conventional 2 LL.3 1.304902e-02 17.79922365 Conventional.2.LL.3
#> 36.125 Conventional 2 LL.3 1.382622e-02 17.68097766 Conventional.2.LL.3
#> 36.126 Conventional 2 LL.3 1.464971e-02 17.55725987 Conventional.2.LL.3
#> 36.127 Conventional 2 LL.3 1.552225e-02 17.42791141 Conventional.2.LL.3
#> 36.128 Conventional 2 LL.3 1.644676e-02 17.29277904 Conventional.2.LL.3
#> 36.129 Conventional 2 LL.3 1.742633e-02 17.15171650 Conventional.2.LL.3
#> 36.130 Conventional 2 LL.3 1.846425e-02 17.00458589 Conventional.2.LL.3
#> 36.131 Conventional 2 LL.3 1.956398e-02 16.85125917 Conventional.2.LL.3
#> 36.132 Conventional 2 LL.3 2.072922e-02 16.69161968 Conventional.2.LL.3
#> 36.133 Conventional 2 LL.3 2.196385e-02 16.52556377 Conventional.2.LL.3
#> 36.134 Conventional 2 LL.3 2.327202e-02 16.35300248 Conventional.2.LL.3
#> 36.135 Conventional 2 LL.3 2.465811e-02 16.17386315 Conventional.2.LL.3
#> 36.136 Conventional 2 LL.3 2.612675e-02 15.98809121 Conventional.2.LL.3
#> 36.137 Conventional 2 LL.3 2.768287e-02 15.79565183 Conventional.2.LL.3
#> 36.138 Conventional 2 LL.3 2.933166e-02 15.59653158 Conventional.2.LL.3
#> 36.139 Conventional 2 LL.3 3.107866e-02 15.39074008 Conventional.2.LL.3
#> 36.140 Conventional 2 LL.3 3.292971e-02 15.17831151 Conventional.2.LL.3
#> 36.141 Conventional 2 LL.3 3.489101e-02 14.95930606 Conventional.2.LL.3
#> 36.142 Conventional 2 LL.3 3.696913e-02 14.73381121 Conventional.2.LL.3
#> 36.143 Conventional 2 LL.3 3.917101e-02 14.50194289 Conventional.2.LL.3
#> 36.144 Conventional 2 LL.3 4.150405e-02 14.26384637 Conventional.2.LL.3
#> 36.145 Conventional 2 LL.3 4.397604e-02 14.01969704 Conventional.2.LL.3
#> 36.146 Conventional 2 LL.3 4.659526e-02 13.76970082 Conventional.2.LL.3
#> 36.147 Conventional 2 LL.3 4.937048e-02 13.51409436 Conventional.2.LL.3
#> 36.148 Conventional 2 LL.3 5.231099e-02 13.25314495 Conventional.2.LL.3
#> 36.149 Conventional 2 LL.3 5.542665e-02 12.98715006 Conventional.2.LL.3
#> 36.150 Conventional 2 LL.3 5.872787e-02 12.71643661 Conventional.2.LL.3
#> 36.151 Conventional 2 LL.3 6.222571e-02 12.44135986 Conventional.2.LL.3
#> 36.152 Conventional 2 LL.3 6.593188e-02 12.16230198 Conventional.2.LL.3
#> 36.153 Conventional 2 LL.3 6.985880e-02 11.87967027 Conventional.2.LL.3
#> 36.154 Conventional 2 LL.3 7.401960e-02 11.59389507 Conventional.2.LL.3
#> 36.155 Conventional 2 LL.3 7.842822e-02 11.30542738 Conventional.2.LL.3
#> 36.156 Conventional 2 LL.3 8.309942e-02 11.01473612 Conventional.2.LL.3
#> 36.157 Conventional 2 LL.3 8.804884e-02 10.72230525 Conventional.2.LL.3
#> 36.158 Conventional 2 LL.3 9.329304e-02 10.42863059 Conventional.2.LL.3
#> 36.159 Conventional 2 LL.3 9.884959e-02 10.13421654 Conventional.2.LL.3
#> 36.160 Conventional 2 LL.3 1.047371e-01 9.83957258 Conventional.2.LL.3
#> 36.161 Conventional 2 LL.3 1.109752e-01 9.54520980 Conventional.2.LL.3
#> 36.162 Conventional 2 LL.3 1.175850e-01 9.25163733 Conventional.2.LL.3
#> 36.163 Conventional 2 LL.3 1.245883e-01 8.95935886 Conventional.2.LL.3
#> 36.164 Conventional 2 LL.3 1.320088e-01 8.66886915 Conventional.2.LL.3
#> 36.165 Conventional 2 LL.3 1.398713e-01 8.38065081 Conventional.2.LL.3
#> 36.166 Conventional 2 LL.3 1.482021e-01 8.09517110 Conventional.2.LL.3
#> 36.167 Conventional 2 LL.3 1.570290e-01 7.81287903 Conventional.2.LL.3
#> 36.168 Conventional 2 LL.3 1.663817e-01 7.53420276 Conventional.2.LL.3
#> 36.169 Conventional 2 LL.3 1.762914e-01 7.25954714 Conventional.2.LL.3
#> 36.170 Conventional 2 LL.3 1.867914e-01 6.98929172 Conventional.2.LL.3
#> 36.171 Conventional 2 LL.3 1.979167e-01 6.72378898 Conventional.2.LL.3
#> 36.172 Conventional 2 LL.3 2.097046e-01 6.46336291 Conventional.2.LL.3
#> 36.173 Conventional 2 LL.3 2.221947e-01 6.20830801 Conventional.2.LL.3
#> 36.174 Conventional 2 LL.3 2.354286e-01 5.95888847 Conventional.2.LL.3
#> 36.175 Conventional 2 LL.3 2.494508e-01 5.71533789 Conventional.2.LL.3
#> 36.176 Conventional 2 LL.3 2.643081e-01 5.47785910 Conventional.2.LL.3
#> 36.177 Conventional 2 LL.3 2.800504e-01 5.24662443 Conventional.2.LL.3
#> 36.178 Conventional 2 LL.3 2.967302e-01 5.02177618 Conventional.2.LL.3
#> 36.179 Conventional 2 LL.3 3.144035e-01 4.80342737 Conventional.2.LL.3
#> 36.180 Conventional 2 LL.3 3.331295e-01 4.59166271 Conventional.2.LL.3
#> 36.181 Conventional 2 LL.3 3.529707e-01 4.38653969 Conventional.2.LL.3
#> 36.182 Conventional 2 LL.3 3.739937e-01 4.18808997 Conventional.2.LL.3
#> 36.183 Conventional 2 LL.3 3.962689e-01 3.99632079 Conventional.2.LL.3
#> 36.184 Conventional 2 LL.3 4.198707e-01 3.81121650 Conventional.2.LL.3
#> 36.185 Conventional 2 LL.3 4.448783e-01 3.63274020 Conventional.2.LL.3
#> 36.186 Conventional 2 LL.3 4.713753e-01 3.46083543 Conventional.2.LL.3
#> 36.187 Conventional 2 LL.3 4.994505e-01 3.29542783 Conventional.2.LL.3
#> 36.188 Conventional 2 LL.3 5.291979e-01 3.13642687 Conventional.2.LL.3
#> 36.189 Conventional 2 LL.3 5.607170e-01 2.98372754 Conventional.2.LL.3
#> 36.190 Conventional 2 LL.3 5.941134e-01 2.83721195 Conventional.2.LL.3
#> 36.191 Conventional 2 LL.3 6.294989e-01 2.69675101 Conventional.2.LL.3
#> 36.192 Conventional 2 LL.3 6.669920e-01 2.56220591 Conventional.2.LL.3
#> 36.193 Conventional 2 LL.3 7.067181e-01 2.43342963 Conventional.2.LL.3
#> 36.194 Conventional 2 LL.3 7.488104e-01 2.31026832 Conventional.2.LL.3
#> 36.195 Conventional 2 LL.3 7.934097e-01 2.19256259 Conventional.2.LL.3
#> 36.196 Conventional 2 LL.3 8.406653e-01 2.08014879 Conventional.2.LL.3
#> 36.197 Conventional 2 LL.3 8.907355e-01 1.97286009 Conventional.2.LL.3
#> 36.198 Conventional 2 LL.3 9.437878e-01 1.87052755 Conventional.2.LL.3
#> 36.199 Conventional 2 LL.3 1.000000e+00 1.77298107 Conventional.2.LL.3
#> 71 Organic 3 LL.3 1.000000e-05 20.04010725 Organic.3.LL.3
#> 71.1 Organic 3 LL.3 1.059560e-05 20.03856324 Organic.3.LL.3
#> 71.2 Organic 3 LL.3 1.122668e-05 20.03691386 Organic.3.LL.3
#> 71.3 Organic 3 LL.3 1.189534e-05 20.03515193 Organic.3.LL.3
#> 71.4 Organic 3 LL.3 1.260383e-05 20.03326980 Organic.3.LL.3
#> 71.5 Organic 3 LL.3 1.335452e-05 20.03125929 Organic.3.LL.3
#> 71.6 Organic 3 LL.3 1.414991e-05 20.02911168 Organic.3.LL.3
#> 71.7 Organic 3 LL.3 1.499268e-05 20.02681766 Organic.3.LL.3
#> 71.8 Organic 3 LL.3 1.588565e-05 20.02436726 Organic.3.LL.3
#> 71.9 Organic 3 LL.3 1.683180e-05 20.02174988 Organic.3.LL.3
#> 71.10 Organic 3 LL.3 1.783431e-05 20.01895420 Organic.3.LL.3
#> 71.11 Organic 3 LL.3 1.889652e-05 20.01596810 Organic.3.LL.3
#> 71.12 Organic 3 LL.3 2.002200e-05 20.01277870 Organic.3.LL.3
#> 71.13 Organic 3 LL.3 2.121452e-05 20.00937221 Organic.3.LL.3
#> 71.14 Organic 3 LL.3 2.247806e-05 20.00573395 Organic.3.LL.3
#> 71.15 Organic 3 LL.3 2.381686e-05 20.00184824 Organic.3.LL.3
#> 71.16 Organic 3 LL.3 2.523539e-05 19.99769835 Organic.3.LL.3
#> 71.17 Organic 3 LL.3 2.673842e-05 19.99326645 Organic.3.LL.3
#> 71.18 Organic 3 LL.3 2.833096e-05 19.98853351 Organic.3.LL.3
#> 71.19 Organic 3 LL.3 3.001836e-05 19.98347924 Organic.3.LL.3
#> 71.20 Organic 3 LL.3 3.180626e-05 19.97808200 Organic.3.LL.3
#> 71.21 Organic 3 LL.3 3.370064e-05 19.97231874 Organic.3.LL.3
#> 71.22 Organic 3 LL.3 3.570786e-05 19.96616484 Organic.3.LL.3
#> 71.23 Organic 3 LL.3 3.783463e-05 19.95959412 Organic.3.LL.3
#> 71.24 Organic 3 LL.3 4.008806e-05 19.95257864 Organic.3.LL.3
#> 71.25 Organic 3 LL.3 4.247572e-05 19.94508864 Organic.3.LL.3
#> 71.26 Organic 3 LL.3 4.500558e-05 19.93709241 Organic.3.LL.3
#> 71.27 Organic 3 LL.3 4.768612e-05 19.92855621 Organic.3.LL.3
#> 71.28 Organic 3 LL.3 5.052631e-05 19.91944407 Organic.3.LL.3
#> 71.29 Organic 3 LL.3 5.353567e-05 19.90971773 Organic.3.LL.3
#> 71.30 Organic 3 LL.3 5.672426e-05 19.89933644 Organic.3.LL.3
#> 71.31 Organic 3 LL.3 6.010277e-05 19.88825687 Organic.3.LL.3
#> 71.32 Organic 3 LL.3 6.368250e-05 19.87643291 Organic.3.LL.3
#> 71.33 Organic 3 LL.3 6.747544e-05 19.86381554 Organic.3.LL.3
#> 71.34 Organic 3 LL.3 7.149429e-05 19.85035264 Organic.3.LL.3
#> 71.35 Organic 3 LL.3 7.575250e-05 19.83598882 Organic.3.LL.3
#> 71.36 Organic 3 LL.3 8.026434e-05 19.82066524 Organic.3.LL.3
#> 71.37 Organic 3 LL.3 8.504489e-05 19.80431944 Organic.3.LL.3
#> 71.38 Organic 3 LL.3 9.011018e-05 19.78688509 Organic.3.LL.3
#> 71.39 Organic 3 LL.3 9.547716e-05 19.76829186 Organic.3.LL.3
#> 71.40 Organic 3 LL.3 1.011638e-04 19.74846514 Organic.3.LL.3
#> 71.41 Organic 3 LL.3 1.071891e-04 19.72732586 Organic.3.LL.3
#> 71.42 Organic 3 LL.3 1.135733e-04 19.70479028 Organic.3.LL.3
#> 71.43 Organic 3 LL.3 1.203378e-04 19.68076975 Organic.3.LL.3
#> 71.44 Organic 3 LL.3 1.275051e-04 19.65517047 Organic.3.LL.3
#> 71.45 Organic 3 LL.3 1.350994e-04 19.62789329 Organic.3.LL.3
#> 71.46 Organic 3 LL.3 1.431459e-04 19.59883347 Organic.3.LL.3
#> 71.47 Organic 3 LL.3 1.516717e-04 19.56788045 Organic.3.LL.3
#> 71.48 Organic 3 LL.3 1.607053e-04 19.53491761 Organic.3.LL.3
#> 71.49 Organic 3 LL.3 1.702769e-04 19.49982210 Organic.3.LL.3
#> 71.50 Organic 3 LL.3 1.804186e-04 19.46246459 Organic.3.LL.3
#> 71.51 Organic 3 LL.3 1.911644e-04 19.42270910 Organic.3.LL.3
#> 71.52 Organic 3 LL.3 2.025502e-04 19.38041279 Organic.3.LL.3
#> 71.53 Organic 3 LL.3 2.146141e-04 19.33542585 Organic.3.LL.3
#> 71.54 Organic 3 LL.3 2.273966e-04 19.28759131 Organic.3.LL.3
#> 71.55 Organic 3 LL.3 2.409404e-04 19.23674500 Organic.3.LL.3
#> 71.56 Organic 3 LL.3 2.552908e-04 19.18271541 Organic.3.LL.3
#> 71.57 Organic 3 LL.3 2.704960e-04 19.12532372 Organic.3.LL.3
#> 71.58 Organic 3 LL.3 2.866068e-04 19.06438381 Organic.3.LL.3
#> 71.59 Organic 3 LL.3 3.036771e-04 18.99970235 Organic.3.LL.3
#> 71.60 Organic 3 LL.3 3.217642e-04 18.93107889 Organic.3.LL.3
#> 71.61 Organic 3 LL.3 3.409285e-04 18.85830618 Organic.3.LL.3
#> 71.62 Organic 3 LL.3 3.612343e-04 18.78117039 Organic.3.LL.3
#> 71.63 Organic 3 LL.3 3.827494e-04 18.69945155 Organic.3.LL.3
#> 71.64 Organic 3 LL.3 4.055461e-04 18.61292403 Organic.3.LL.3
#> 71.65 Organic 3 LL.3 4.297005e-04 18.52135717 Organic.3.LL.3
#> 71.66 Organic 3 LL.3 4.552935e-04 18.42451604 Organic.3.LL.3
#> 71.67 Organic 3 LL.3 4.824109e-04 18.32216225 Organic.3.LL.3
#> 71.68 Organic 3 LL.3 5.111433e-04 18.21405507 Organic.3.LL.3
#> 71.69 Organic 3 LL.3 5.415871e-04 18.09995252 Organic.3.LL.3
#> 71.70 Organic 3 LL.3 5.738442e-04 17.97961275 Organic.3.LL.3
#> 71.71 Organic 3 LL.3 6.080224e-04 17.85279559 Organic.3.LL.3
#> 71.72 Organic 3 LL.3 6.442364e-04 17.71926416 Organic.3.LL.3
#> 71.73 Organic 3 LL.3 6.826072e-04 17.57878683 Organic.3.LL.3
#> 71.74 Organic 3 LL.3 7.232634e-04 17.43113921 Organic.3.LL.3
#> 71.75 Organic 3 LL.3 7.663411e-04 17.27610644 Organic.3.LL.3
#> 71.76 Organic 3 LL.3 8.119845e-04 17.11348556 Organic.3.LL.3
#> 71.77 Organic 3 LL.3 8.603464e-04 16.94308810 Organic.3.LL.3
#> 71.78 Organic 3 LL.3 9.115888e-04 16.76474282 Organic.3.LL.3
#> 71.79 Organic 3 LL.3 9.658832e-04 16.57829852 Organic.3.LL.3
#> 71.80 Organic 3 LL.3 1.023411e-03 16.38362702 Organic.3.LL.3
#> 71.81 Organic 3 LL.3 1.084366e-03 16.18062618 Organic.3.LL.3
#> 71.82 Organic 3 LL.3 1.148951e-03 15.96922293 Organic.3.LL.3
#> 71.83 Organic 3 LL.3 1.217383e-03 15.74937631 Organic.3.LL.3
#> 71.84 Organic 3 LL.3 1.289890e-03 15.52108044 Organic.3.LL.3
#> 71.85 Organic 3 LL.3 1.366716e-03 15.28436735 Organic.3.LL.3
#> 71.86 Organic 3 LL.3 1.448118e-03 15.03930967 Organic.3.LL.3
#> 71.87 Organic 3 LL.3 1.534368e-03 14.78602301 Organic.3.LL.3
#> 71.88 Organic 3 LL.3 1.625756e-03 14.52466806 Organic.3.LL.3
#> 71.89 Organic 3 LL.3 1.722586e-03 14.25545231 Organic.3.LL.3
#> 71.90 Organic 3 LL.3 1.825183e-03 13.97863134 Organic.3.LL.3
#> 71.91 Organic 3 LL.3 1.933892e-03 13.69450953 Organic.3.LL.3
#> 71.92 Organic 3 LL.3 2.049075e-03 13.40344030 Organic.3.LL.3
#> 71.93 Organic 3 LL.3 2.171118e-03 13.10582565 Organic.3.LL.3
#> 71.94 Organic 3 LL.3 2.300430e-03 12.80211512 Organic.3.LL.3
#> 71.95 Organic 3 LL.3 2.437444e-03 12.49280404 Organic.3.LL.3
#> 71.96 Organic 3 LL.3 2.582619e-03 12.17843107 Organic.3.LL.3
#> 71.97 Organic 3 LL.3 2.736440e-03 11.85957514 Organic.3.LL.3
#> 71.98 Organic 3 LL.3 2.899423e-03 11.53685166 Organic.3.LL.3
#> 71.99 Organic 3 LL.3 3.072113e-03 11.21090816 Organic.3.LL.3
#> 71.100 Organic 3 LL.3 3.255089e-03 10.88241936 Organic.3.LL.3
#> 71.101 Organic 3 LL.3 3.448962e-03 10.55208175 Organic.3.LL.3
#> 71.102 Organic 3 LL.3 3.654383e-03 10.22060782 Organic.3.LL.3
#> 71.103 Organic 3 LL.3 3.872039e-03 9.88871992 Organic.3.LL.3
#> 71.104 Organic 3 LL.3 4.102658e-03 9.55714405 Organic.3.LL.3
#> 71.105 Organic 3 LL.3 4.347013e-03 9.22660346 Organic.3.LL.3
#> 71.106 Organic 3 LL.3 4.605922e-03 8.89781240 Organic.3.LL.3
#> 71.107 Organic 3 LL.3 4.880252e-03 8.57146996 Organic.3.LL.3
#> 71.108 Organic 3 LL.3 5.170920e-03 8.24825426 Organic.3.LL.3
#> 71.109 Organic 3 LL.3 5.478901e-03 7.92881696 Organic.3.LL.3
#> 71.110 Organic 3 LL.3 5.805226e-03 7.61377825 Organic.3.LL.3
#> 71.111 Organic 3 LL.3 6.150986e-03 7.30372244 Organic.3.LL.3
#> 71.112 Organic 3 LL.3 6.517340e-03 6.99919405 Organic.3.LL.3
#> 71.113 Organic 3 LL.3 6.905514e-03 6.70069465 Organic.3.LL.3
#> 71.114 Organic 3 LL.3 7.316807e-03 6.40868035 Organic.3.LL.3
#> 71.115 Organic 3 LL.3 7.752597e-03 6.12355990 Organic.3.LL.3
#> 71.116 Organic 3 LL.3 8.214344e-03 5.84569358 Organic.3.LL.3
#> 71.117 Organic 3 LL.3 8.703591e-03 5.57539268 Organic.3.LL.3
#> 71.118 Organic 3 LL.3 9.221979e-03 5.31291959 Organic.3.LL.3
#> 71.119 Organic 3 LL.3 9.771242e-03 5.05848850 Organic.3.LL.3
#> 71.120 Organic 3 LL.3 1.035322e-02 4.81226657 Organic.3.LL.3
#> 71.121 Organic 3 LL.3 1.096986e-02 4.57437565 Organic.3.LL.3
#> 71.122 Organic 3 LL.3 1.162322e-02 4.34489424 Organic.3.LL.3
#> 71.123 Organic 3 LL.3 1.231551e-02 4.12385993 Organic.3.LL.3
#> 71.124 Organic 3 LL.3 1.304902e-02 3.91127201 Organic.3.LL.3
#> 71.125 Organic 3 LL.3 1.382622e-02 3.70709426 Organic.3.LL.3
#> 71.126 Organic 3 LL.3 1.464971e-02 3.51125794 Organic.3.LL.3
#> 71.127 Organic 3 LL.3 1.552225e-02 3.32366482 Organic.3.LL.3
#> 71.128 Organic 3 LL.3 1.644676e-02 3.14419018 Organic.3.LL.3
#> 71.129 Organic 3 LL.3 1.742633e-02 2.97268589 Organic.3.LL.3
#> 71.130 Organic 3 LL.3 1.846425e-02 2.80898334 Organic.3.LL.3
#> 71.131 Organic 3 LL.3 1.956398e-02 2.65289632 Organic.3.LL.3
#> 71.132 Organic 3 LL.3 2.072922e-02 2.50422374 Organic.3.LL.3
#> 71.133 Organic 3 LL.3 2.196385e-02 2.36275227 Organic.3.LL.3
#> 71.134 Organic 3 LL.3 2.327202e-02 2.22825872 Organic.3.LL.3
#> 71.135 Organic 3 LL.3 2.465811e-02 2.10051235 Organic.3.LL.3
#> 71.136 Organic 3 LL.3 2.612675e-02 1.97927689 Organic.3.LL.3
#> 71.137 Organic 3 LL.3 2.768287e-02 1.86431254 Organic.3.LL.3
#> 71.138 Organic 3 LL.3 2.933166e-02 1.75537757 Organic.3.LL.3
#> 71.139 Organic 3 LL.3 3.107866e-02 1.65222996 Organic.3.LL.3
#> 71.140 Organic 3 LL.3 3.292971e-02 1.55462870 Organic.3.LL.3
#> 71.141 Organic 3 LL.3 3.489101e-02 1.46233503 Organic.3.LL.3
#> 71.142 Organic 3 LL.3 3.696913e-02 1.37511347 Organic.3.LL.3
#> 71.143 Organic 3 LL.3 3.917101e-02 1.29273271 Organic.3.LL.3
#> 71.144 Organic 3 LL.3 4.150405e-02 1.21496638 Organic.3.LL.3
#> 71.145 Organic 3 LL.3 4.397604e-02 1.14159367 Organic.3.LL.3
#> 71.146 Organic 3 LL.3 4.659526e-02 1.07239988 Organic.3.LL.3
#> 71.147 Organic 3 LL.3 4.937048e-02 1.00717679 Organic.3.LL.3
#> 71.148 Organic 3 LL.3 5.231099e-02 0.94572300 Organic.3.LL.3
#> 71.149 Organic 3 LL.3 5.542665e-02 0.88784416 Organic.3.LL.3
#> 71.150 Organic 3 LL.3 5.872787e-02 0.83335313 Organic.3.LL.3
#> 71.151 Organic 3 LL.3 6.222571e-02 0.78207005 Organic.3.LL.3
#> 71.152 Organic 3 LL.3 6.593188e-02 0.73382242 Organic.3.LL.3
#> 71.153 Organic 3 LL.3 6.985880e-02 0.68844500 Organic.3.LL.3
#> 71.154 Organic 3 LL.3 7.401960e-02 0.64577985 Organic.3.LL.3
#> 71.155 Organic 3 LL.3 7.842822e-02 0.60567613 Organic.3.LL.3
#> 71.156 Organic 3 LL.3 8.309942e-02 0.56799005 Organic.3.LL.3
#> 71.157 Organic 3 LL.3 8.804884e-02 0.53258466 Organic.3.LL.3
#> 71.158 Organic 3 LL.3 9.329304e-02 0.49932973 Organic.3.LL.3
#> 71.159 Organic 3 LL.3 9.884959e-02 0.46810149 Organic.3.LL.3
#> 71.160 Organic 3 LL.3 1.047371e-01 0.43878247 Organic.3.LL.3
#> 71.161 Organic 3 LL.3 1.109752e-01 0.41126127 Organic.3.LL.3
#> 71.162 Organic 3 LL.3 1.175850e-01 0.38543234 Organic.3.LL.3
#> 71.163 Organic 3 LL.3 1.245883e-01 0.36119576 Organic.3.LL.3
#> 71.164 Organic 3 LL.3 1.320088e-01 0.33845700 Organic.3.LL.3
#> 71.165 Organic 3 LL.3 1.398713e-01 0.31712670 Organic.3.LL.3
#> 71.166 Organic 3 LL.3 1.482021e-01 0.29712043 Organic.3.LL.3
#> 71.167 Organic 3 LL.3 1.570290e-01 0.27835849 Organic.3.LL.3
#> 71.168 Organic 3 LL.3 1.663817e-01 0.26076565 Organic.3.LL.3
#> 71.169 Organic 3 LL.3 1.762914e-01 0.24427099 Organic.3.LL.3
#> 71.170 Organic 3 LL.3 1.867914e-01 0.22880764 Organic.3.LL.3
#> 71.171 Organic 3 LL.3 1.979167e-01 0.21431260 Organic.3.LL.3
#> 71.172 Organic 3 LL.3 2.097046e-01 0.20072653 Organic.3.LL.3
#> 71.173 Organic 3 LL.3 2.221947e-01 0.18799357 Organic.3.LL.3
#> 71.174 Organic 3 LL.3 2.354286e-01 0.17606116 Organic.3.LL.3
#> 71.175 Organic 3 LL.3 2.494508e-01 0.16487985 Organic.3.LL.3
#> 71.176 Organic 3 LL.3 2.643081e-01 0.15440313 Organic.3.LL.3
#> 71.177 Organic 3 LL.3 2.800504e-01 0.14458728 Organic.3.LL.3
#> 71.178 Organic 3 LL.3 2.967302e-01 0.13539120 Organic.3.LL.3
#> 71.179 Organic 3 LL.3 3.144035e-01 0.12677629 Organic.3.LL.3
#> 71.180 Organic 3 LL.3 3.331295e-01 0.11870629 Organic.3.LL.3
#> 71.181 Organic 3 LL.3 3.529707e-01 0.11114712 Organic.3.LL.3
#> 71.182 Organic 3 LL.3 3.739937e-01 0.10406680 Organic.3.LL.3
#> 71.183 Organic 3 LL.3 3.962689e-01 0.09743531 Organic.3.LL.3
#> 71.184 Organic 3 LL.3 4.198707e-01 0.09122447 Organic.3.LL.3
#> 71.185 Organic 3 LL.3 4.448783e-01 0.08540784 Organic.3.LL.3
#> 71.186 Organic 3 LL.3 4.713753e-01 0.07996060 Organic.3.LL.3
#> 71.187 Organic 3 LL.3 4.994505e-01 0.07485948 Organic.3.LL.3
#> 71.188 Organic 3 LL.3 5.291979e-01 0.07008264 Organic.3.LL.3
#> 71.189 Organic 3 LL.3 5.607170e-01 0.06560962 Organic.3.LL.3
#> 71.190 Organic 3 LL.3 5.941134e-01 0.06142121 Organic.3.LL.3
#> 71.191 Organic 3 LL.3 6.294989e-01 0.05749942 Organic.3.LL.3
#> 71.192 Organic 3 LL.3 6.669920e-01 0.05382735 Organic.3.LL.3
#> 71.193 Organic 3 LL.3 7.067181e-01 0.05038921 Organic.3.LL.3
#> 71.194 Organic 3 LL.3 7.488104e-01 0.04717016 Organic.3.LL.3
#> 71.195 Organic 3 LL.3 7.934097e-01 0.04415629 Organic.3.LL.3
#> 71.196 Organic 3 LL.3 8.406653e-01 0.04133460 Organic.3.LL.3
#> 71.197 Organic 3 LL.3 8.907355e-01 0.03869287 Organic.3.LL.3
#> 71.198 Organic 3 LL.3 9.437878e-01 0.03621967 Organic.3.LL.3
#> 71.199 Organic 3 LL.3 1.000000e+00 0.03390428 Organic.3.LL.3