From d042f8f06b313e8595087587455daac73d84f17b Mon Sep 17 00:00:00 2001
From: Johannes Ranke <jranke@uni-bremen.de>
Date: Mon, 15 May 2017 20:01:28 +0200
Subject: Start of an Steps 1/2 calculator in R

---
 R/PEC_sw_focus.R | 109 +++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 109 insertions(+)
 create mode 100644 R/PEC_sw_focus.R

(limited to 'R/PEC_sw_focus.R')

diff --git a/R/PEC_sw_focus.R b/R/PEC_sw_focus.R
new file mode 100644
index 0000000..5f3b3d2
--- /dev/null
+++ b/R/PEC_sw_focus.R
@@ -0,0 +1,109 @@
+#' Calculate FOCUS Step 1 PEC surface water
+#'
+#' This is an attempt to reimplement the FOCUS Step 1 and 2 calculator authored
+#' by Michael Klein. The Step 1 and 2 scenario assumes an area ratio of 10:1
+#' between field and waterbody, and a water depth of 30 cm.
+#' I did not (yet) implement the TWA formulas for times later than day 1, as I
+#' did not understand them right away.
+#' Also, Step 2 is not implemented (yet).
+#'
+#' @export
+#' @param parent A list containing substance specific parameters
+#' @param rate The application rate in g/ha. Overriden when
+#'   applications are given explicitly
+#' @param n The number of applications
+#' @param i The application interval
+#' @param applications A dataframe containing times and amounts of each application
+#' @param step At the moment, only Step 1 is implemented
+#' @examples
+#' dummy_1 <- chent_focus_sw(cwsat = 6000, DT50_ws = 6, Koc = 344.8)
+#' PEC_sw_focus(dummy_1, 3000, f_drift = 0)
+PEC_sw_focus <- function(parent, rate, n = 1, i = NA,
+  applications = data.frame(time = seq(0, 0 + n * i, length.out = n),
+                            amount = rate),
+  met = NULL,
+  step = 1,
+  f_drift = 0.02759, f_rd = 0.1)
+{
+  if (is.null(met)) {
+    mw_ratio = 1
+    max_soil = 1
+    max_ws = 1
+    Koc = parent$Koc
+    DT50_ws = parent$DT50_ws
+  } else {
+    mw_ratio = met$mw / parent$mw
+    max_soil = met$max_soil
+    max_ws = met$max_ws
+    Koc = met$Koc
+    DT50_ws = met$DT50_ws
+  }
+
+  # Rates for a single application
+  eq_rate_drift_s = mw_ratio * max_ws * rate
+  eq_rate_rd_s = mw_ratio * max_soil * rate
+
+  # Drift input
+  input_drift_s = f_drift * eq_rate_drift_s / 10 # mg/m2
+  input_drift = n * input_drift_s
+
+  # Runoff/drainage input
+  ratio_field_wb = 10 # 10 m2 of field for each m2 of the waterbody
+  input_rd_s = f_rd * eq_rate_rd_s * ratio_field_wb / 10
+  input_rd = n * input_rd_s
+
+  # Fraction of compound entering the water phase via runoff/drainage
+  depth_sw  = 0.3  # m
+  depth_sed = 0.05 # m
+  depth_sed_eff = 0.01 # m, only relevant for sorption
+  rho_sed = 0.8 # kg/L
+  f_OC = 0.05 # 5% organic carbon in sediment
+  f_rd_sw = depth_sw / (depth_sw + (depth_sed_eff * rho_sed * f_OC * Koc))
+  f_rd_sed = 1 - f_rd_sw
+
+  # Initial PECs
+  PEC_sw_0 = (input_drift + input_rd * f_rd_sw) / depth_sw        # µg/L
+  PEC_sed_0 = (input_rd * f_rd_sed) / (depth_sed * rho_sed)       # µg/kg
+
+  # Initial PECs when assuming partitioning also of drift input
+  PEC_sw_0_part = (input_drift + input_rd) * f_rd_sw / depth_sw                  # µg/L
+  PEC_sed_0_part = (input_drift + input_rd) * f_rd_sed / (depth_sed * rho_sed)   # µg/kg
+
+  t_out = c(0, 1, 2, 4, 7, 14, 21, 28, 42, 50, 100)
+  PEC = matrix(NA, nrow = length(t_out), ncol = 4,
+               dimnames = list(Time = t_out, type = c("PECsw", "TWAECsw", "PECsed", "TWAECsed")))
+
+  PEC["0", "PECsw"]  = PEC_sw_0
+  PEC["0", "PECsed"] = PEC_sed_0
+
+  # Degradation after partitioning according to Koc
+  k_ws = log(2)/DT50_ws
+  PEC[as.character(t_out[-1]), "PECsw"]  = PEC_sw_0_part  * exp( - k_ws * t_out[-1])
+  PEC[as.character(t_out[-1]), "PECsed"] = PEC_sed_0_part * exp( - k_ws * t_out[-1])
+
+  # TWA concentrations
+  PEC["1", "TWAECsw"] = (PEC_sw_0 + PEC["1", "PECsw"]) / 2
+  PEC["1", "TWAECsed"] = (PEC_sed_0 + PEC["1", "PECsed"]) / 2
+
+  list(eq_rate_drift_s = eq_rate_drift_s,
+       eq_rate_rd_s = eq_rate_rd_s,
+       input_drift_s = input_drift_s,
+       input_rd_s = input_rd_s,
+       f_rd_sw = f_rd_sw, f_rd_sed = f_rd_sed,
+       PEC = PEC)
+}
+
+#' Create an chemical compound object for FOCUS Step 1 and 2 calculations
+#'
+#' @export
+#' @param cwsat Water solubility in mg/L
+#' @param DT50_ws Half-life in water/sediment systems in days
+#' @param Koc Partition coefficient between organic carbon and water
+#'   in L/kg.
+#' @return A list with the substance specific properties
+chent_focus_sw <- function(Koc, DT50_ws, cwsat = 1000)
+{
+  list(Koc = Koc, DT50_ws = DT50_ws, cwsat = cwsat)
+}
+
+
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