我收到此错误消息“data.frame 中的错误(mean_Flow,日期):参数暗示不同的行数:84, 30274”,我知道我希望它提取哪个日期函数但我不确定如何清除它。我希望将数据汇总为年度平均值。它正确地绘制了这个,但没有产生正确的 stat_poly_eq。我将不胜感激任何帮助!
library(dataRetrieval)
library("plyr")
siteNo = "02202500"
pCode = "00060"
daily = readNWISdv(siteNo, pCode, "1800-10-01","2020-09-30", statCd="00003")
daily = renameNWISColumns(daily)
dates= format(as.Date(daily$Date), format = "%Y")
ddply(daily, .(site_no, dates), summarise,
mean_Flow = mean(Flow)*(0.0283168))
library(dplyr)
library(ggpmisc) # for dealing with stat equations
library(ggplot2) # for making plots
library(lubridate) # for working with dates
library(scales) #for working with date_format
df=data.frame(mean_Flow, dates)
head(df)
df$dates = as.Date(df$dates, format = "%Y")
my.formula = df$mean_Flow ~ df$dates
p1=ggplot(data = df,aes(dates, mean_Flow)) +
geom_line(group = 1) +
geom_smooth(method = "lm", se=FALSE) +
stat_poly_eq(formula = my.formula,
eq.with.lhs = "italic(hat(y))~`=`~",
aes(label = paste(..eq.label.., ..rr.label.., sep = "~~~")))+
theme_classic()+
labs(x="", y=(expression(Discharge~(m^{3}~s^{-1}))))+
scale_x_date(breaks = "5 year", labels = date_format("%Y"))+
theme(axis.text.x = element_text(angle = 45, hjust = 1))
p1