I'm learning R at the moment and I'm at my wits end trying to figure out how to define two colours on spatial data points on a map I have made in R. In progress map
In the data frame there are three variables, x and y coordinates and then observed. 0 meaning no observation, 1 meaning observed. I wish to allocate a purple colour to the observed (1) and a red colour to non-observed (0).
This is the code I've used to make my map so far:
plot(Bp_shp4, col = "grey", axes = TRUE, xlab = "Longtitude", ylab = "Latitude", xlim = c(-1, 35), ylim = c(35, 60), main = expression('Sampling sites for 'italic('Brachytron pretense')' presence or absence'))
plot(Bp_hydro, pch = 20, col = "cyan", cex = 0.5, add = TRUE)
plot(Bp_Spatial_df, pch = 20, cex = 1, add = TRUE,)
Bp_Spatial_df is my data frame with the three variables, however if i specify a colour it only colours one unanimous colour, I've tried making it a factor but cannot add it to my existing code without the points just not plotting.
Any help would be appreciated so much, I've hit a complete stop in my assignment and it's pretty much just the start of it...
Str(data) of all data frames in my project:
loaded .CSV:
> str(Bp_Coord)
'data.frame': 93 obs. of 3 variables:
$ x : num 7.29 9.88 1.12 -3.88 22.21 ...
$ y : num 43.9 54 49.3 43.1 40.6 ...
$ Observed: int 1 1 1 1 1 1 1 1 1 0 ...
**Spatial point assignment**
coords <- SpatialPoints(Bp_Coord[, c("x", "y")])
> str(coords)
Formal class 'SpatialPoints' [package "sp"] with 3 slots
..@ coords : num [1:93, 1:2] 7.29 9.88 1.12 -3.88 22.21 ...
.. ..- attr(*, "dimnames")=List of 2
.. .. ..$ : NULL
.. .. ..$ : chr [1:2] "x" "y"
..@ bbox : num [1:2, 1:2] -9.12 37.21 26.46 58.62
.. ..- attr(*, "dimnames")=List of 2
.. .. ..$ : chr [1:2] "x" "y"
.. .. ..$ : chr [1:2] "min" "max"
..@ proj4string:Formal class 'CRS' [package "sp"] with 1 slot
.. .. ..@ projargs: chr NA
Spatial point data frame code:
Bp_Spatial_df <- SpatialPointsDataFrame(coords, Bp_Coord)
proj4string(Bp_Spatial_df) <- CRS("+proj=longlat +ellps=WGS84")
> str(Bp_Spatial_df)
Formal class 'SpatialPointsDataFrame' [package "sp"] with 5 slots
..@ data :'data.frame': 93 obs. of 3 variables:
.. ..$ x : num [1:93] 7.29 9.88 1.12 -3.88 22.21 ...
.. ..$ y : num [1:93] 43.9 54 49.3 43.1 40.6 ...
.. ..$ Observed: int [1:93] 1 1 1 1 1 1 1 1 1 0 ...
..@ coords.nrs : num(0)
..@ coords : num [1:93, 1:2] 7.29 9.88 1.12 -3.88 22.21 ...
.. ..- attr(*, "dimnames")=List of 2
.. .. ..$ : NULL
.. .. ..$ : chr [1:2] "x" "y"
..@ bbox : num [1:2, 1:2] -9.12 37.21 26.46 58.62
.. ..- attr(*, "dimnames")=List of 2
.. .. ..$ : chr [1:2] "x" "y"
.. .. ..$ : chr [1:2] "min" "max"
..@ proj4string:Formal class 'CRS' [package "sp"] with 1 slot
.. .. ..@ projargs: chr "+proj=longlat +ellps=WGS84"
Other two dataframes are just shapefiles.