R6 class to display Earth Engine (EE) spatial objects

Create interactive visualizations of spatial EE objects (ee$Geometry, ee$Image, ee$Feature, and ee$FeatureCollection) using leaflet.

Value

Object of class leaflet and EarthEngineMap, with the following extra parameters: tokens, name, opacity, shown, min, max, palette, position, and legend. Use the $ method to retrieve the data (e.g., m$rgee$min).

Details

R6Map uses the Earth Engine method getMapId to fetch and return an ID dictionary used to create layers in a leaflet object. Users can specify visualization parameters to Map$addLayer by using the visParams argument. Each Earth Engine spatial object has a specific format. For ee$Image, the parameters available are:

Parameter	Description	Type
bands	Comma-delimited list of three band (RGB)	list
min	Value(s) to map to 0	number or list of three numbers, one for each band
max	Value(s) to map to 1	number or list of three numbers, one for each band
gain	Value(s) by which to multiply each pixel value	number or list of three numbers, one for each band
bias	Value(s) to add to each Digital Number value	number or list of three numbers, one for each band
gamma	Gamma correction factor(s)	number or list of three numbers, one for each band
palette	List of CSS-style color strings (single-band only)	comma-separated list of hex strings
opacity	The opacity of the layer (from 0 to 1)	number

If you add an ee$Image to Map$addLayer without any additional parameters. By default it assigns the first three bands to red, green, and blue bands, respectively. The default stretch is based on the min-max range. On the other hand, the available parameters for ee$Geometry, ee$Feature, and ee$FeatureCollection are:

color: A hex string in the format RRGGBB specifying the color to use for drawing the features. By default #000000.
pointRadius: The radius of the point markers. By default 3.
strokeWidth: The width of lines and polygon borders. By default 3.

Public fields

lon: The longitude of the center, in degrees.
lat: The latitude of the center, in degrees.
zoom: The zoom level, from 1 to 24.
save_maps: Should R6Map save the previous maps?. If TRUE, Map will work in an OOP style. Otherwise it will be a functional programming style.
previous_map_left: Container on maps in the left side.
previous_map_right: Container on maps in the right side.

Methods

Method `new()`

Constructor of R6Map.

Usage

R6Map$new(lon = 0, lat = 0, zoom = 1, save_maps = TRUE)

Arguments

lon: The longitude of the center, in degrees. By default -76.942478.
lat: The latitude of the center, in degrees. By default -12.172116.
zoom: The zoom level, from 1 to 24. By default 18.
save_maps: Should R6Map save previous maps?.

Returns

A new EarthEngineMap object.

Method `reset()`

Reset to initial arguments.

Usage

R6Map$reset(lon = 0, lat = 0, zoom = 1, save_maps = TRUE)

Arguments

lon: The longitude of the center, in degrees. By default -76.942478.
lat: The latitude of the center, in degrees. By default -12.172116.
zoom: The zoom level, from 1 to 24. By default 18.
save_maps: Should R6Map save previous maps?.

Returns

A new EarthEngineMap object.

Examples

\dontrun{
library(rgee)
ee_Initialize()

# Load an Image
image <- ee$Image("LANDSAT/LC08/C01/T1/LC08_044034_20140318")

# Create
Map <- R6Map$new()
Map$centerObject(image)

# Simple display: Map just will
Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max = 10000, bands = c("B4", "B3", "B2")),
  name = "l8_01"
)
Map # display map

Map$reset() # Reset arguments
Map
}

Method `print()`

Display a EarthEngineMap object.

Usage

R6Map$print()

Returns

An EarthEngineMap object.

Method `setCenter()`

Centers the map view at the given coordinates with the given zoom level. If no zoom level is provided, it uses 10 by default.

Usage

R6Map$setCenter(lon = 0, lat = 0, zoom = 10)

Arguments

lon: The longitude of the center, in degrees. By default -76.942478.
lat: The latitude of the center, in degrees. By default -12.172116.
zoom: The zoom level, from 1 to 24. By default 18.

Returns

No return value, called to set initial coordinates and zoom.

Examples

\dontrun{
library(rgee)

ee_Initialize()

Map <- R6Map$new()
Map$setCenter(lon = -76, lat = 0, zoom = 5)
Map

# Map$lat
# Map$lon
# Map$zoom
}

Method `setZoom()`

Sets the zoom level of the map.

Usage

R6Map$setZoom(zoom = 10)

Arguments

zoom: The zoom level, from 1 to 24. By default 10.

Returns

No return value, called to set zoom.

Examples

\dontrun{
library(rgee)

ee_Initialize()

Map <- R6Map$new()
Map$setZoom(zoom = 4)
Map

# Map$lat
# Map$lon
# Map$zoom
}

Method `centerObject()`

Centers the map view on a given object. If no zoom level is provided, it will be predicted according to the bounds of the Earth Engine object specified.

Usage

R6Map$centerObject(
  eeObject,
  zoom = NULL,
  maxError = ee$ErrorMargin(1),
  titiler_server = "https://api.cogeo.xyz/"
)

Arguments

eeObject: Earth Engine spatial object.
zoom: The zoom level, from 1 to 24. By default NULL.
maxError: Max error when input image must be reprojected to an explicitly requested result projection or geodesic state.
titiler_server: TiTiler endpoint. Defaults to "https://api.cogeo.xyz/".

Returns

No return value, called to set zoom.

Examples

\dontrun{
library(rgee)

ee_Initialize()

Map <- R6Map$new()
image <- ee$Image("LANDSAT/LC08/C01/T1/LC08_044034_20140318")
Map$centerObject(image)
Map
}

Method `addLayer()`

Adds a given Earth Engine spatial object to the map as a layer

Usage

R6Map$addLayer(
  eeObject,
  visParams = NULL,
  name = NULL,
  shown = TRUE,
  opacity = 1,
  position = NULL,
  titiler_viz_convert = TRUE,
  titiler_server = "https://api.cogeo.xyz/"
)

Arguments

eeObject: The Earth Engine spatial object to display in the interactive map.
visParams: List of parameters for visualization. See details.
name: The name of layers.
shown: A flag indicating whether layers should be on by default.
opacity: The layer's opacity is represented as a number between 0 and 1. Defaults to 1.
position: Character. Activate panel creation. If "left" the map will be displayed in the left panel. Otherwise, if it is "right" the map will be displayed in the right panel. By default NULL (No panel will be created).
titiler_viz_convert: Logical. If it is TRUE, Map$addLayer will transform the visParams to titiler style. Ignored if eeObject is not a COG file.
titiler_server: TiTiler endpoint. Defaults to "https://api.cogeo.xyz/".

Returns

An EarthEngineMap object.

Examples

\dontrun{
library(rgee)
ee_Initialize()

# Load an Image
image <- ee$Image("LANDSAT/LC08/C01/T1/LC08_044034_20140318")

# Create
Map <- R6Map$new()
Map$centerObject(image)

# Simple display: Map just will
Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max = 10000, bands = c("B4", "B3", "B2")),
  name = "l8_01"
)

Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max = 20000, bands = c("B4", "B3", "B2")),
  name = "l8_02"
)

# Simple display: Map just will (if the position is not specified it will
# be saved on the right side)
Map$reset() # Reset Map to the initial arguments.
Map$centerObject(image)
Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max=10000, bands = c("B4", "B3", "B2")),
  name = "l8_left",
  position = "left"
)

Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max=20000, bands = c("B4", "B3", "B2")),
  name = "l8_right"
)

Map$reset()
}

Method `addLayers()`

Adds a given ee$ImageCollection to the map as multiple layers.

Usage

R6Map$addLayers(
  eeObject,
  visParams = NULL,
  nmax = 5,
  name = NULL,
  shown = TRUE,
  position = NULL,
  opacity = 1
)

Arguments

eeObject: ee$ImageCollection to display in the interactive map.
visParams: List of parameters for visualization. See details.
nmax: Numeric. The maximum number of images to display. By default 5.
name: The name of layers.
shown: A flag indicating whether layers should be on by default.
position: Character. Activate panel creation. If "left" the map will be displayed in the left panel. Otherwise, if it is "right" the map will be displayed in the right panel. By default NULL (No panel will be created).
opacity: The layer's opacity is represented as a number between 0 and 1. Defaults to 1.

Returns

A EarthEngineMap object.

Examples

\dontrun{
library(sf)
library(rgee)

ee_Initialize()

Map <- R6Map$new()

nc <- st_read(system.file("shape/nc.shp", package = "sf")) %>%
  st_transform(4326) %>%
  sf_as_ee()

ee_s2 <- ee$ImageCollection("COPERNICUS/S2")$
  filterDate("2016-01-01", "2016-01-31")$
  filterBounds(nc)
ee_s2 <- ee$ImageCollection(ee_s2$toList(2))

Map$centerObject(nc$geometry())
Map$addLayers(eeObject = ee_s2,position = "right")

# digging up the metadata
Map$previous_map_right$rgee$tokens

Map$reset()
}

Method `addLegend()`

Adds a color legend to an EarthEngineMap.

Usage

R6Map$addLegend(
  visParams,
  name = "Legend",
  position = c("bottomright", "topright", "bottomleft", "topleft"),
  color_mapping = "numeric",
  opacity = 1,
  ...
)

Arguments

visParams: List of parameters for visualization.
name: The title of the legend.
position: Character. The position of the legend. By default bottomright.
color_mapping: Map data values (numeric or factor/character) to colors according to a given palette. Use "numeric" ("discrete") for continuous (categorical) data. For display characters use "character" and add to visParams the element "values" containing the desired character names.
opacity: The legend's opacity is represented as a number between 0 and 1. Defaults to 1.
...: Extra legend creator arguments. See addLegend.

Returns

A EarthEngineMap object.

Examples

\dontrun{
library(leaflet)
library(rgee)
ee_Initialize()

Map$reset()

# Load MODIS ImageCollection
imgcol <- ee$ImageCollection$Dataset$MODIS_006_MOD13Q1

# Parameters for visualization
labels <- c("good", "marginal", "snow", "cloud")
cols   <- c("#999999", "#00BFC4", "#F8766D", "#C77CFF")
vis_qc <- list(min = 0, max = 3, palette = cols, bands = "SummaryQA", values = labels)

# Create interactive map
m_qc <- Map$addLayer(imgcol$median(), vis_qc, "QC")

# continous palette
Map$addLegend(vis_qc)

# categorical palette
Map$addLegend(vis_qc, name = "Legend1", color_mapping = "discrete")

# character palette
Map$addLegend(vis_qc, name = "Legend2", color_mapping = "character")
}

Method `clone()`

The objects of this class are cloneable with this method.

Usage

R6Map$clone(deep = FALSE)

Arguments

deep: Whether to make a deep clone.

Examples


## ------------------------------------------------
## Method `R6Map$reset`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(rgee)
ee_Initialize()

# Load an Image
image <- ee$Image("LANDSAT/LC08/C01/T1/LC08_044034_20140318")

# Create
Map <- R6Map$new()
Map$centerObject(image)

# Simple display: Map just will
Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max = 10000, bands = c("B4", "B3", "B2")),
  name = "l8_01"
)
Map # display map

Map$reset() # Reset arguments
Map
} # }

## ------------------------------------------------
## Method `R6Map$setCenter`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(rgee)

ee_Initialize()

Map <- R6Map$new()
Map$setCenter(lon = -76, lat = 0, zoom = 5)
Map

# Map$lat
# Map$lon
# Map$zoom
} # }

## ------------------------------------------------
## Method `R6Map$setZoom`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(rgee)

ee_Initialize()

Map <- R6Map$new()
Map$setZoom(zoom = 4)
Map

# Map$lat
# Map$lon
# Map$zoom
} # }

## ------------------------------------------------
## Method `R6Map$centerObject`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(rgee)

ee_Initialize()

Map <- R6Map$new()
image <- ee$Image("LANDSAT/LC08/C01/T1/LC08_044034_20140318")
Map$centerObject(image)
Map
} # }

## ------------------------------------------------
## Method `R6Map$addLayer`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(rgee)
ee_Initialize()

# Load an Image
image <- ee$Image("LANDSAT/LC08/C01/T1/LC08_044034_20140318")

# Create
Map <- R6Map$new()
Map$centerObject(image)

# Simple display: Map just will
Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max = 10000, bands = c("B4", "B3", "B2")),
  name = "l8_01"
)

Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max = 20000, bands = c("B4", "B3", "B2")),
  name = "l8_02"
)

# Simple display: Map just will (if the position is not specified it will
# be saved on the right side)
Map$reset() # Reset Map to the initial arguments.
Map$centerObject(image)
Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max=10000, bands = c("B4", "B3", "B2")),
  name = "l8_left",
  position = "left"
)

Map$addLayer(
  eeObject = image,
  visParams = list(min=0, max=20000, bands = c("B4", "B3", "B2")),
  name = "l8_right"
)

Map$reset()
} # }

## ------------------------------------------------
## Method `R6Map$addLayers`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(sf)
library(rgee)

ee_Initialize()

Map <- R6Map$new()

nc <- st_read(system.file("shape/nc.shp", package = "sf")) %>%
  st_transform(4326) %>%
  sf_as_ee()

ee_s2 <- ee$ImageCollection("COPERNICUS/S2")$
  filterDate("2016-01-01", "2016-01-31")$
  filterBounds(nc)
ee_s2 <- ee$ImageCollection(ee_s2$toList(2))

Map$centerObject(nc$geometry())
Map$addLayers(eeObject = ee_s2,position = "right")

# digging up the metadata
Map$previous_map_right$rgee$tokens

Map$reset()
} # }

## ------------------------------------------------
## Method `R6Map$addLegend`
## ------------------------------------------------

if (FALSE) { # \dontrun{
library(leaflet)
library(rgee)
ee_Initialize()

Map$reset()

# Load MODIS ImageCollection
imgcol <- ee$ImageCollection$Dataset$MODIS_006_MOD13Q1

# Parameters for visualization
labels <- c("good", "marginal", "snow", "cloud")
cols   <- c("#999999", "#00BFC4", "#F8766D", "#C77CFF")
vis_qc <- list(min = 0, max = 3, palette = cols, bands = "SummaryQA", values = labels)

# Create interactive map
m_qc <- Map$addLayer(imgcol$median(), vis_qc, "QC")

# continous palette
Map$addLegend(vis_qc)

# categorical palette
Map$addLegend(vis_qc, name = "Legend1", color_mapping = "discrete")

# character palette
Map$addLegend(vis_qc, name = "Legend2", color_mapping = "character")
} # }

R6 class to display Earth Engine (EE) spatial objects

Value

Details

Public fields

Methods

Public methods

Method new()

Usage

Arguments

Returns

Method reset()

Usage

Arguments

Returns

Examples

Method print()

Usage

Returns

Method setCenter()

Usage

Arguments

Returns

Examples

Method setZoom()

Usage

Arguments

Returns

Examples

Method centerObject()

Usage

Arguments

Returns

Examples

Method addLayer()

Usage

Arguments

Returns

Examples

Method addLayers()

Usage

Arguments

Returns

Examples

Method addLegend()

Usage

Arguments

Returns

Examples

Method clone()

Usage

Arguments

Examples

Method `new()`

Method `reset()`

Method `print()`

Method `setCenter()`

Method `setZoom()`

Method `centerObject()`

Method `addLayer()`

Method `addLayers()`

Method `addLegend()`

Method `clone()`