CODEWITHSUNDEEP
rleafletraster
bart cubrich
bart cubrich

Reputation: 1254

How to set projection of interpolated raster for plotting in leaflet plot for r?

I'm trying to add a raster image to a leaflet. While not totally happy with my interpolation, I do have one that plots through the the normal plot function. The code I have shown below should be able to run on its own, as I provided sample data for the input data.

ozone_df<-data.frame("Longitude"=runif(200, -112.245075*10000,-111.455581*10000)/10000)
ozone_df$Latitude<-runif(200, 40.063614*10000,40.827281*10000)/10000
ozone_df$Ozone<-runif(200, 0,115)

#create grid tick marks
small_grid_x = seq(-111.455581,-112.245075,length.out=500)
small_grid_y = seq(40.063614,40.827281,length.out=500)
#create grid nodes
krig_grid_small<-expand.grid(small_grid_x,small_grid_y)
coordinates(krig_grid_small) <- ~ Var1 + Var2
#create kriging fit and apply interpolation to grid
krig_fit_small<-fields::Krig(ozone_df[1:2],ozone_df$Ozone)
ozone_krig_small<-raster::interpolate(grid_raster_small, krig_fit_small)
crs(ozone_krig_small) <-CRS("+proj=longlat +ellps=WGS84 +datum=WGS84")
#plot output raster
plot(ozone_krig_small)

leaflet() %>% 
  addRasterImage(ozone_krig_small, project=T)%>% 
  addTiles() %>% 
  setView(lng = -111.941004,  40.610497, zoom = 10) %>% 
  addMiniMap()

Even though this plots with plot, when I try to add it to the leaflet I get Error in wkt(projfrom) : could not find function "wkt", which seems to be because I haven't set up the coordinates correctly for the raster image.

Upvotes: 0

Views: 442

Answers (1)

Robert Hijmans
Robert Hijmans

Reputation: 47201

That error should go away if you update your packages (or at least raster, sp and rgdal) --- it is also good to use R >= 4.

Here is a version with a few fixes that works for me

library(raster)
library(leaflet)
library(fields)
ozone_df<-data.frame("Longitude"=runif(200, -112.245075*10000,-111.455581*10000)/10000)
ozone_df$Latitude<-runif(200, 40.063614*10000,40.827281*10000)/10000
ozone_df$Ozone<-runif(200, 0,115)

#create grid tick marks
small_grid_x = seq(-111.455581,-112.245075,length.out=500)
small_grid_y = seq(40.063614,40.827281,length.out=500)

#create grid nodes
krig_grid_small <- expand.grid(small_grid_x,small_grid_y)
coordinates(krig_grid_small) <- ~ Var1 + Var2

#create kriging fit and apply interpolation to grid
krig_fit_small<-fields::Krig(ozone_df[1:2],ozone_df$Ozone)

grid_raster_small = rasterFromXYZ(krig_grid_small)
ozone_krig_small<-raster::interpolate(grid_raster_small, krig_fit_small)
crs(ozone_krig_small) <-CRS("+proj=longlat +ellps=WGS84 +datum=WGS84")
#plot output raster
plot(ozone_krig_small)

leaflet() %>% 
  setView(lng = -111.941004,  40.610497, zoom = 10) %>% 
  addTiles() %>% 
  addRasterImage(ozone_krig_small, project=T)%>% 
  addMiniMap()

Upvotes: 2

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