# HG changeset patch # User greg # Date 1541785915 18000 # Node ID 20c1451d8869891cdb1616ee79d1fc5fc730085e # Parent 829518206949acbb9b6a115fa899410b3bdfe1e6 Uploaded diff -r 829518206949 -r 20c1451d8869 insect_phenology_model.R --- a/insect_phenology_model.R Mon Nov 05 14:25:19 2018 -0500 +++ b/insect_phenology_model.R Fri Nov 09 12:51:55 2018 -0500 @@ -250,51 +250,63 @@ return(mortality.probability) } -mortality.egg = function(temperature, adj=0) { - # If no input from adjustment, default - # value is 0 (data from Nielsen, 2008). - T.mortality = c(15, 17, 20, 25, 27, 30, 33, 35); - egg.mortality = c(50, 2, 1, 0, 0, 0, 5, 100); - # Calculates slopes and intercepts for lines. - slopes = NULL; - intercepts = NULL; - for (i in 1:length(T.mortality)) { - slopes[i] = (egg.mortality[i+1] - egg.mortality[i]) / (T.mortality[i+1] - T.mortality[i]); - intercepts[i] = -slopes[i] * T.mortality[i] + egg.mortality[i]; +#mortality.egg = function(temperature, adj=0) { +# # If no input from adjustment, default +# # value is 0 (data from Nielsen, 2008). +# T.mortality = c(15, 17, 20, 25, 27, 30, 33, 35); +# egg.mortality = c(50, 2, 1, 0, 0, 0, 5, 100); +# # Calculates slopes and intercepts for lines. +# slopes = NULL; +# intercepts = NULL; +# for (i in 1:length(T.mortality)) { +# slopes[i] = (egg.mortality[i+1] - egg.mortality[i]) / (T.mortality[i+1] - T.mortality[i]); +# intercepts[i] = -slopes[i] * T.mortality[i] + egg.mortality[i]; +# } +# # Calculates mortality based on temperature. +# mortality.probability = NULL; +# for (j in 1:length(temperature)) { +# mortality.probability[j] = if(temperature[j] <= T.mortality[2]) { +# temperature[j] * slopes[1] + intercepts[1]; +# } else if (temperature[j] > T.mortality[2] && temperature[j] <= T.mortality[3]) { +# temperature[j] * slopes[2] + intercepts[2]; +# } else if (temperature[j] > T.mortality[3] && temperature[j] <= T.mortality[4]) { +# temperature[j] * slopes[3] + intercepts[3]; +# } else if (temperature[j] > T.mortality[4] && temperature[j] <= T.mortality[5]) { +# temperature[j] * slopes[4] + intercepts[4]; +# } else if (temperature[j] > T.mortality[5] && temperature[j] <= T.mortality[6]) { +# temperature[j] * slopes[5] + intercepts[5]; +# } else if (temperature[j] > T.mortality[6] && temperature[j] <= T.mortality[7]) { +# temperature[j] * slopes[6] + intercepts[6]; +# } else if (temperature[j] > T.mortality[7]) { +# temperature[j] * slopes[7] + intercepts[7]; +# } +# # If mortality > 100, make it equal to 100. +# mortality.probability[mortality.probability>100] = 100; +# # If mortality <0, make equal to 0. +# mortality.probability[mortality.probability<0] = 0; +# } +# # Make mortality adjustments based on adj parameter. +# mortality.probability = (100 - mortality.probability) * adj + mortality.probability; +# # if mortality > 100, make it equal to 100. +# mortality.probability[mortality.probability>100] = 100; +# # If mortality <0, make equal to 0. +# mortality.probability[mortality.probability<0] = 0; +# # Change percent to proportion. +# mortality.probability = mortality.probability / 100; +# return(mortality.probability) +#} + +mortality.egg = function(temperature) { + if (temperature < 12.7) { + mortality.probability = 0.8; } - # Calculates mortality based on temperature. - mortality.probability = NULL; - for (j in 1:length(temperature)) { - mortality.probability[j] = if(temperature[j] <= T.mortality[2]) { - temperature[j] * slopes[1] + intercepts[1]; - } else if (temperature[j] > T.mortality[2] && temperature[j] <= T.mortality[3]) { - temperature[j] * slopes[2] + intercepts[2]; - } else if (temperature[j] > T.mortality[3] && temperature[j] <= T.mortality[4]) { - temperature[j] * slopes[3] + intercepts[3]; - } else if (temperature[j] > T.mortality[4] && temperature[j] <= T.mortality[5]) { - temperature[j] * slopes[4] + intercepts[4]; - } else if (temperature[j] > T.mortality[5] && temperature[j] <= T.mortality[6]) { - temperature[j] * slopes[5] + intercepts[5]; - } else if (temperature[j] > T.mortality[6] && temperature[j] <= T.mortality[7]) { - temperature[j] * slopes[6] + intercepts[6]; - } else if (temperature[j] > T.mortality[7]) { - temperature[j] * slopes[7] + intercepts[7]; - } - # If mortality > 100, make it equal to 100. - mortality.probability[mortality.probability>100] = 100; - # If mortality <0, make equal to 0. - mortality.probability[mortality.probability<0] = 0; + else { + mortality.probability = 0.8 - temperature / 40.0; + if (mortality.probability < 0) { + mortality.probability = 0.01; + } } - # Make mortality adjustments based on adj parameter. - mortality.probability = (100 - mortality.probability) * adj + mortality.probability; - # if mortality > 100, make it equal to 100. - mortality.probability[mortality.probability>100] = 100; - # If mortality <0, make equal to 0. - mortality.probability[mortality.probability<0] = 0; - # Change percent to proportion. - mortality.probability = mortality.probability / 100; return(mortality.probability) -} mortality.nymph = function(temperature) { if (temperature < 12.7) {