knitr::opts_chunk$set(echo = TRUE)
Data.
library(tidyverse) library(forester) data("Hoffmann_1982") #Included with forester package. colnames(Hoffmann_1982) <- c("Diameter_cm","Volume") # nls(Volume~exp(a1)*(Diameter_cm^a2)*exp(a3*log(Diameter_cm)^4),data = Hoffmann_1982,start = c(a1=-3,a2=3,a3=-0.05)) Hoffmann_1982 %>% ggplot(aes(x=Diameter_cm,y=Volume))+ labs(y=expression(Volume~m^3), x=expression(Diameter~at~breast~height~"(cm)"))+ scale_x_continuous(trans="log",lim=c(0.01,100),breaks=c(5,10,20,30,40,50,70,100))+ scale_y_continuous(trans="log",lim=c(0.01,10),breaks=c(0.02,0.03,0.05,0.1,0.2,0.3,0.5,1,2,3,5,7))+ geom_point()+ coord_cartesian(xlim=c(5,100),ylim=c(0.02,9))+ geom_function(fun= function(x) exp(-9.687304) * (x^2.981208) * exp(-0.004043 * log(x)^4))+ theme_classic()
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