#' Compute slope shading per group for the given data
#'
#' The aspect shading statistic transform the height data into aspect shading data value.
#'
#' @import ggplot2
#' @inheritParams layer
#' @inheritParams geom_fleck
#' @export
#' @examples
#' # Example with the volcano dataset
#'
#'
stat_slope_shading <- function(mapping = NULL, data = NULL,
geom = "point", position = "identity",
sun.elevation = 1/3*pi,
res = 1,
...,
show.legend = NA,
inherit.aes = TRUE) {
ggplot2::layer(
data = data,
mapping = mapping,
stat = StatSlopeShading,
geom = geom,
position = position,
show.legend = show.legend,
inherit.aes = inherit.aes,
params = list(
res = res,
na.rm = FALSE,
sun.elevation = sun.elevation,
...
)
)
}
#' @rdname ggplot2-ggproto
#' @format NULL
#' @usage NULL
#' @export
StatSlopeShading <- ggproto("StatSlopeShading", Stat,
compute_group = function(data, scales, params, sun.elevation = pi/3, res = 1) {
# compute angle:
data[, c("dx", "dy")] <- metR::Derivate(z ~ x + y, data)
# print(data)
data$angle <- atan(abs(data$dy) + abs(data$dx))
data$angle <- data$angle
data$z <- cos(sun.elevation - (data$angle+pi/2))
# print(summary(data))
return(data)
},
required_aes = c("x", "y", "z")
)
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