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rleafletr-rasterr-leaflet

leaflet side-by-side for 2 raster images in R


{leaflet.extras2} implements the leaflet side-by-side plugin and provides this minimal example:

library(leaflet)
library(leaflet.extras2)

leaflet(quakes) %>%
  addMapPane("left", zIndex = 0) %>%
  addMapPane("right", zIndex = 0) %>%
  addTiles(group = "base", layerId = "baseid",
           options = pathOptions(pane = "right")) %>%
  addProviderTiles(providers$CartoDB.DarkMatter, group="carto", layerId = "cartoid",
                   options = pathOptions(pane = "left")) %>%
  addCircleMarkers(data = breweries91[1:15,], color = "blue", group = "blue",
                   options = pathOptions(pane = "left")) %>%
  addCircleMarkers(data = breweries91[15:20,], color = "yellow", group = "yellow") %>%
  addCircleMarkers(data = breweries91[15:30,], color = "red", group = "red",
                   options = pathOptions(pane = "right")) %>%
  addLayersControl(overlayGroups = c("blue","red", "yellow")) %>%
  addSidebyside(layerId = "sidecontrols",
                rightId = "baseid",
                leftId = "cartoid")

enter image description here

However, when adapting to two raster images, I encounter the error:

Error in addRasterImage(., r2, colors = pal2, options = pathOptions(pane = "right"),  : 
  unused argument (options = pathOptions(pane = "right"))

Here is a reproducible example:

library(raster)
library(leaflet)
library(leaflet.extras2)
library(rcartocolor)

# example raster data
r1 <- r2 <- raster(system.file("external/test.grd", package = "raster"))

# color palettes
pal1 <- colorNumeric(carto_pal(name = "OrYel"), 
                     values(r1), na.color = "transparent")
pal2 <- colorNumeric(carto_pal(name = "BluYl"), 
                     values(r2), na.color = "transparent")

# side by side map
leaflet() %>% 
  addMapPane("left",  zIndex = 0) %>%
  addMapPane("right", zIndex = 0) %>%
  addTiles(group = "base", layerId = "baseid",
           options = pathOptions(pane = "right")) %>%
  addTiles(group = "carto", layerId = "cartoid",
           options = pathOptions(pane = "left")) %>%
  addRasterImage(r1, colors = pal1, 
                 options = pathOptions(pane = "right"), group = "r1") %>%
  addRasterImage(r2, colors = pal2, 
                 options = pathOptions(pane = "right"), group = "r2") %>%
  addLayersControl(overlayGroups = c("r1", "r2")) %>% 
  addSidebyside(layerId = "sidecontrols",
                rightId = "baseid",
                leftId  = "cartoid")

Solution

  • The solution is pointed here by @RexParsons.
    You will need addRasterImage's options = leafletOptions(pane = "") that will be added to {leaflet} on next release.
    Step 1: for now you can install raster-options:

    remotes::install_github("rstudio/leaflet", ref="joe/feature/raster-options")
    

    Step 2: Session -> Restart R

    Step 3: add options = leafletOptions(pane = ""):

    leaflet() |> 
      addMapPane("right", zIndex = 0) |> 
      addMapPane("left",  zIndex = 0) |>
      addTiles(group = "base", layerId = "baseid1", options = pathOptions(pane = "right")) |> 
      addTiles(group = "base", layerId = "baseid2", options = pathOptions(pane = "left")) |> 
      addRasterImage(x = r1, colors = pal1, options = leafletOptions(pane = "right"), group = "r1") |> 
      addRasterImage(x = r2, colors = pal2, options = leafletOptions(pane = "left"), group = "r2") |> 
      addLayersControl(overlayGroups = c("r1", "r2")) |>  
      addSidebyside(layerId = "sidecontrols",
                    rightId = "baseid1",
                    leftId  = "baseid2")
    

    Output:
    enter image description here

    Option 2 (with addProviderTiles):

    leaflet() |> 
      addMapPane("right", zIndex = 0) |> 
      addMapPane("left",  zIndex = 0) |>
      addTiles(group = "base", layerId = "baseid", options = pathOptions(pane = "right")) |>
      addProviderTiles(providers$CartoDB, group="carto", layerId = "cartoid", options = pathOptions(pane = "left")) |> 
      addRasterImage(x = r1, colors = pal1, options = leafletOptions(pane = "right"), group = "r1") |> 
      addRasterImage(x = r2, colors = pal2, options = leafletOptions(pane = "left"), group = "r2") |> 
      addLayersControl(overlayGroups = c("r1", "r2")) |>  
      addSidebyside(layerId = "sidecontrols",
                    rightId = "baseid",
                    leftId  = "cartoid")
    

    Output:
    enter image description here

    Does it work for you?

    <-- Partial answer to the @oatmilkyway's question below -->
    Someone need to find a way to (conditionally) add/remove the leaflet.extras2::addSidebyside's layerId's, as one of possible solutions (if already exists, please let me know).

    leaflet() |> 
      addMapPane("right", zIndex = 0) |> 
      addMapPane("left", zIndex = 0) |>
      addTiles(group = "Base map", layerId = "baseid1", options = pathOptions(pane = "right")) |> 
      addTiles(group = "Base map", layerId = "baseid2", options = pathOptions(pane = "left")) |> 
      addProviderTiles(provider = providers$Esri.WorldImagery, group = "Satellite map", layerId = "satelliteid1", options = pathOptions(pane = "right")) |>
      addProviderTiles(provider = providers$Esri.WorldImagery, group = "Satellite map", layerId = "satelliteid2", options = pathOptions(pane = "left")) |>
      addRasterImage(x = r1, colors = pal1, options = leafletOptions(pane = "right"), group = "raster image 1") |> 
      addRasterImage(x = r2, colors = pal2, options = leafletOptions(pane = "left"), group = "raster image 2") |> 
      addLayersControl(baseGroups = c("Base map", "Satellite map"),
                       overlayGroups = c("raster image 1", "raster image 2")) |>  
      addSidebyside(layerId = "sidecontrols2", rightId = "satelliteid1", leftId  = "satelliteid2") |>
      addSidebyside(layerId = "sidecontrols", rightId = "baseid1", leftId  = "baseid2")
    
    leaflet() |> 
      addMapPane("right", zIndex = 0) |> 
      addMapPane("left", zIndex = 0) |>
      addTiles(group = "Base and Carto Positron maps", layerId = "baseid", options = pathOptions(pane = "right")) |>
      addProviderTiles(provider = providers$CartoDB.Positron, group = "Base and Carto Positron maps", layerId = "cartoid", options = pathOptions(pane = "left")) |>
      addProviderTiles(provider = providers$Esri.WorldImagery, group = "Satellite and Toner Lite maps", layerId = "satelliteid", options = pathOptions(pane = "right")) |>
      addProviderTiles(provider = providers$Stamen.TonerLite, group = "Satellite and Toner Lite maps", layerId = "tonerlightid", options = pathOptions(pane = "left")) |>
      addRasterImage(x = r1, colors = pal1, options = leafletOptions(pane = "right"), group = "raster image 1") |> 
      addRasterImage(x = r2, colors = pal2, options = leafletOptions(pane = "left"), group = "raster image 2") |>
      addLayersControl(baseGroups = c("Base and Carto Positron maps", "Satellite and Toner Lite maps"),
                       overlayGroups = c("raster image 1", "raster image 2"),
                       options = layersControlOptions(collapsed = FALSE)) |> 
      addSidebyside(layerId = "sidecontrols2", rightId = "satelliteid", leftId  = "tonerlightid") |>
      addSidebyside(layerId = "sidecontrols", rightId = "baseid", leftId  = "cartoid")
    

    Output: enter image description here

    Although this is a clunky answer at best, I hope it may help you.