Leaflet
Documentation for Leaflet.
Leaflet.LeafletLeaflet.LayerLeaflet.MapLeaflet.ProviderLeaflet.CARTOLeaflet.EsriLeaflet.GoogleLeaflet.JawgLeaflet.MapBoxLeaflet.NASAGIBSLeaflet.OSMLeaflet.OSMDELeaflet.OSMFranceLeaflet.OSMHumanitarianLeaflet.OpenTopoMapLeaflet.OpenWeatherMapLeaflet.StamenLeaflet.Thunderforest
Leaflet.Leaflet — ModuleLeaflet
LeafletJS maps for Julia.
This package integrates with WebIO.jl to render leaflet maps for outputs like Blink.jl, Mux.jl, and for Jupyter notebooks.
All GeoInterface.jl compatible geometries can be displayed as layers.
A basic example, where we use GADM to download a country boundary shapefile, and plot them over the CARTO :dark_nolabels base layers.
using Leaflet, Blink, GADM
layers = Leaflet.Layer.([GADM.get("CHN").geom, GADM.get("JPN").geom]; color=:orange);
provider = Leaflet.CARTO(:dark_nolabels)
m = Leaflet.Map(; layers, provider, zoom=3, height=1000, center=[30.0, 120.0]);
w = Blink.Window()
body!(w, m)Leaflet.Layer — TypeLayer(data; kw...)Wrapper for a point/polygon layer to be passed to leaflet, holding any GeoInterface.jl compatale geometry data, and settings for displaying it in the Leaflet map.
A Layer or Vector of Layer is used for the layers keyword of Map.
Arguments
data: An object conforming to the GeoInterface.jl interface or aVectorof these objects.
Keyword arguments
color = "blue": shape color. Can use web color names or RGB strings.color_map = "nothing": color map.opacity = 0.5: alpha transparency.fill_opacity = 0.5: alpha transparency of fill. By default the same asopacity.marker_size = 3.0: size of markers.border_width = 2.0: width of shape borders.
Leaflet.Map — TypeMap(; kw...)A Leaflet map object that will render as HTML/Javascript in any WebIO.jl page, or by calling WebIO.render(yourmap).
Keyword arguments
Leaflet.Provider — TypeProvider
Provider(url; maxzoom=18, attribution="")
Provider(url, options)Defines the parameters of a base layer tile provider, such as OSM, Esri etc.
Provider can also be defined manually for custome tile providers.
Arguments
url: URL tile path, e.g. "http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png"options: Dictionary of key/value pairs where the key is aSymbol.
Example
Manually define an Open Street Map provider.
using Blink, Leaflet
julia url = "http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png" provider = Leaflet.Provider(url)
w = Blink.Window() body!(w, Leaflet.Map(; provider, zoom=3, height=1000))
Leaflet.CARTO — FunctionCARTO(variant::Symbol)Provider for CARTO basemaps.
Options for variant are:
:light_all:light_nolabels:light_only_labels:dark_all:dark_nolabels:dark_only_labels
Leaflet.Esri — FunctionEsri(variant::Symbol)Provider for Esri basemaps.
Options for variant are:
:street:delorme:topo:imagery:terrain:releif:physical:ocean:natgeo:light_gray
Leaflet.Google — FunctionGoogle()Provider for base layers from Google maps.
Options for variant are:
:roadmap:satelite:terrain:hybrid
Leaflet.Jawg — FunctionJawg(variant::Symbol; access_token)Provider for Jawg base layers. Must pass an access_token to use the API.
Options for variant are:
:streets:terrain:sunny:dark:light:matrix
Leaflet.MapBox — MethodMapbox(variant::Symbol=:cycle; apikey)Provider for the Mapbox base layer.
Leaflet.NASAGIBS — FunctionNASAGIBS(variant::Symbol; date="2020-01-01")Provider for A huge range of layers from NASA GIBS.
Some common layers like :BlueMarble_**** variants and :VIIRS_CityLights_2012, and masks/coasatlines do not require date. Most others layers do, with a default of 2020-01-01 used. date can be a "yyyy-mm-dd" formatted String or any Dates.TimeType like Date or DateTime. It must correspond to an available date for the dataset - if not empty tiles will be returned.
Note that the default 2020 date may not correspond to an available date for a specific layer. See the NASA GIBS documentation for the available dates.
Example
provider = Leaflet.NASAGIBS(:VIIRS_CityLights_2012)
# provider = Leaflet.NASAGIBS(:AMSRE_Brightness_Temp_89H_Day; date=Date(2010, 05, 07))
m = Leaflet.Map(; provider, zoom=3, height=1000);
# Open as a Blink.jl app
w = Blink.Window()
body!(w, m)Options for variant are:
:Agricultural_Lands_Croplands_2000:Agricultural_Lands_Pastures_2000:AIRS_All_Sky_Outgoing_Longwave_Radiation_Daily_Day:AIRS_All_Sky_Outgoing_Longwave_Radiation_Daily_Night:AIRS_All_Sky_Outgoing_Longwave_Radiation_Monthly_Day:AIRS_All_Sky_Outgoing_Longwave_Radiation_Monthly_Night:AIRS_Carbon_Dioxide_AIRS_AMSU_Monthly:AIRS_Carbon_Dioxide_IR_Monthly:AIRS_Carbon_Monoxide_Volume_Mixing_Ratio_Daily_Day:AIRS_Carbon_Monoxide_Volume_Mixing_Ratio_Daily_Night:AIRS_Carbon_Monoxide_Volume_Mixing_Ratio_Monthly_Day:AIRS_Carbon_Monoxide_Volume_Mixing_Ratio_Monthly_Night:AIRS_Clear_Sky_Outgoing_Longwave_Radiation_Daily_Day:AIRS_Clear_Sky_Outgoing_Longwave_Radiation_Daily_Night:AIRS_Clear_Sky_Outgoing_Longwave_Radiation_Monthly_Day:AIRS_Clear_Sky_Outgoing_Longwave_Radiation_Monthly_Night:AIRS_CO_Total_Column_Day:AIRS_CO_Total_Column_Night:AIRS_Dust_Score_Ocean_Day:AIRS_Dust_Score_Ocean_Night:AIRS_Methane_Volume_Mixing_Ratio_Daily_Day:AIRS_Methane_Volume_Mixing_Ratio_Daily_Night:AIRS_Methane_Volume_Mixing_Ratio_Monthly_Day:AIRS_Methane_Volume_Mixing_Ratio_Monthly_Night:AIRS_Prata_SO2_Index_Day:AIRS_Prata_SO2_Index_Night:AIRS_Precipitation_Day:AIRS_Precipitation_Night:AIRS_RelativeHumidity_400hPa_Day:AIRS_RelativeHumidity_400hPa_Night:AIRS_RelativeHumidity_500hPa_Day:AIRS_RelativeHumidity_500hPa_Night:AIRS_RelativeHumidity_600hPa_Day:AIRS_RelativeHumidity_600hPa_Night:AIRS_RelativeHumidity_700hPa_Day:AIRS_RelativeHumidity_700hPa_Night:AIRS_RelativeHumidity_850hPa_Day:AIRS_RelativeHumidity_850hPa_Night:AIRS_Surface_Air_Temperature_Daily_Day:AIRS_Surface_Air_Temperature_Daily_Night:AIRS_Surface_Air_Temperature_Monthly_Day:AIRS_Surface_Air_Temperature_Monthly_Night:AIRS_Surface_Relative_Humidity_Daily_Day:AIRS_Surface_Relative_Humidity_Daily_Night:AIRS_Surface_Relative_Humidity_Monthly_Day:AIRS_Surface_Relative_Humidity_Monthly_Night:AIRS_Surface_Skin_Temperature_Daily_Day:AIRS_Surface_Skin_Temperature_Daily_Night:AIRS_Surface_Skin_Temperature_Monthly_Day:AIRS_Surface_Skin_Temperature_Monthly_Night:AIRS_Temperature_400hPa_Day:AIRS_Temperature_400hPa_Night:AIRS_Temperature_500hPa_Day:AIRS_Temperature_500hPa_Night:AIRS_Temperature_600hPa_Day:AIRS_Temperature_600hPa_Night:AIRS_Temperature_700hPa_Day:AIRS_Temperature_700hPa_Night:AIRS_Temperature_850hPa_Day:AIRS_Temperature_850hPa_Night:Amphibian_Richness_All_Species_2013:Amphibian_Richness_All_Threats_2013:Amphibian_Richness_Critically_Endangered_Species_2013:Amphibian_Richness_Endangered_Species_2013:Amphibian_Richness_Vulnerable_Species_2013:AMSR2_Cloud_Liquid_Water_Day:AMSR2_Cloud_Liquid_Water_Night:AMSR2_Columnar_Water_Vapor_Day:AMSR2_Columnar_Water_Vapor_Night:AMSR2_Snow_Water_Equivalent:AMSR2_Surface_Precipitation_Rate_Day:AMSR2_Surface_Precipitation_Rate_Night:AMSR2_Surface_Rain_Rate_Day:AMSR2_Surface_Rain_Rate_Night:AMSR2_Wind_Speed_Day:AMSR2_Wind_Speed_Night:AMSRE_Brightness_Temp_89H_Day:AMSRE_Brightness_Temp_89H_Night:AMSRE_Brightness_Temp_89V_Day:AMSRE_Brightness_Temp_89V_Night:AMSRE_Sea_Ice_Brightness_Temp_89H:AMSRE_Sea_Ice_Brightness_Temp_89V:AMSRE_Sea_Ice_Concentration_12km:AMSRE_Sea_Ice_Concentration_25km:AMSRE_Snow_Depth_Over_Ice:AMSRE_Surface_Precipitation_Rate_Day:AMSRE_Surface_Precipitation_Rate_Night:AMSRE_Surface_Rain_Rate_Day:AMSRE_Surface_Rain_Rate_Night:AMSRU2_Sea_Ice_Brightness_Temp_89H:AMSRU2_Sea_Ice_Brightness_Temp_89V:AMSRU2_Sea_Ice_Concentration_12km:AMSRU2_Sea_Ice_Concentration_25km:AMSRU2_Soil_Moisture_NPD_Day:AMSRU2_Soil_Moisture_NPD_Night:AMSRU2_Soil_Moisture_SCA_Day:AMSRU2_Soil_Moisture_SCA_Night:AMSUA_NOAA15_Brightness_Temp_Channel_1:AMSUA_NOAA15_Brightness_Temp_Channel_10:AMSUA_NOAA15_Brightness_Temp_Channel_11:AMSUA_NOAA15_Brightness_Temp_Channel_12:AMSUA_NOAA15_Brightness_Temp_Channel_13:AMSUA_NOAA15_Brightness_Temp_Channel_14:AMSUA_NOAA15_Brightness_Temp_Channel_15:AMSUA_NOAA15_Brightness_Temp_Channel_2:AMSUA_NOAA15_Brightness_Temp_Channel_3:AMSUA_NOAA15_Brightness_Temp_Channel_4:AMSUA_NOAA15_Brightness_Temp_Channel_5:AMSUA_NOAA15_Brightness_Temp_Channel_6:AMSUA_NOAA15_Brightness_Temp_Channel_7:AMSUA_NOAA15_Brightness_Temp_Channel_8:AMSUA_NOAA15_Brightness_Temp_Channel_9:AMSUA_NOAA16_Brightness_Temp_Channel_1:AMSUA_NOAA16_Brightness_Temp_Channel_10:AMSUA_NOAA16_Brightness_Temp_Channel_11:AMSUA_NOAA16_Brightness_Temp_Channel_12:AMSUA_NOAA16_Brightness_Temp_Channel_13:AMSUA_NOAA16_Brightness_Temp_Channel_14:AMSUA_NOAA16_Brightness_Temp_Channel_15:AMSUA_NOAA16_Brightness_Temp_Channel_2:AMSUA_NOAA16_Brightness_Temp_Channel_3:AMSUA_NOAA16_Brightness_Temp_Channel_4:AMSUA_NOAA16_Brightness_Temp_Channel_5:AMSUA_NOAA16_Brightness_Temp_Channel_6:AMSUA_NOAA16_Brightness_Temp_Channel_7:AMSUA_NOAA16_Brightness_Temp_Channel_8:AMSUA_NOAA16_Brightness_Temp_Channel_9:AMSUA_NOAA17_Brightness_Temp_Channel_1:AMSUA_NOAA17_Brightness_Temp_Channel_10:AMSUA_NOAA17_Brightness_Temp_Channel_11:AMSUA_NOAA17_Brightness_Temp_Channel_12:AMSUA_NOAA17_Brightness_Temp_Channel_13:AMSUA_NOAA17_Brightness_Temp_Channel_14:AMSUA_NOAA17_Brightness_Temp_Channel_15:AMSUA_NOAA17_Brightness_Temp_Channel_2:AMSUA_NOAA17_Brightness_Temp_Channel_3:AMSUA_NOAA17_Brightness_Temp_Channel_4:AMSUA_NOAA17_Brightness_Temp_Channel_5:AMSUA_NOAA17_Brightness_Temp_Channel_6:AMSUA_NOAA17_Brightness_Temp_Channel_7:AMSUA_NOAA17_Brightness_Temp_Channel_8:AMSUA_NOAA17_Brightness_Temp_Channel_9:Anthropogenic_Biomes_of_the_World_2001_2006:Aquarius_Sea_Surface_Salinity_L3_3Month:Aquarius_Sea_Surface_Salinity_L3_7Day_RunningMean:Aquarius_Sea_Surface_Salinity_L3_7Day_Snapshot:Aquarius_Sea_Surface_Salinity_L3_Daily:Aquarius_Sea_Surface_Salinity_L3_Monthly:Aquarius_Soil_Moisture_Daily:Aquarius_Soil_Moisture_Weekly:Aquarius_Wind_Speed_L3_7Day_Snapshot:Aquarius_Wind_Speed_L3_Daily:ASTER_GDEM_Color_Index:ASTER_GDEM_Color_Shaded_Relief:ASTER_GDEM_Greyscale_Shaded_Relief:ASTER_L1T_Radiance_Terrain_Corrected:AVISO_Absolute_Dynamic_Topography:BlueMarble_NextGeneration:BlueMarble_ShadedRelief:BlueMarble_ShadedRelief_Bathymetry:CALIPSO_Wide_Field_Camera_Radiance_v3_01:CALIPSO_Wide_Field_Camera_Radiance_v3_02:CCMP_REMSS_Meridional_Wind_Speed_Monthly:CCMP_REMSS_Scalar_Wind_Speed_Monthly:CCMP_REMSS_Zonal_Wind_Speed_Monthly:CERES_Combined_Surface_Longwave_Flux_Down_All_Sky_Monthly:CERES_Combined_Surface_Longwave_Flux_Down_Clear_Sky_Monthly:CERES_Combined_Surface_Longwave_Flux_Up_All_Sky_Monthly:CERES_Combined_Surface_Longwave_Flux_Up_Clear_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Diffuse_All_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Diffuse_Clear_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Direct_All_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Direct_Clear_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Down_All_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Down_Clear_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Up_All_Sky_Monthly:CERES_Combined_Surface_Shortwave_Flux_Up_Clear_Sky_Monthly:CERES_Combined_Surface_UV_Index_All_Sky_Monthly:CERES_Combined_Surface_Window_Region_Flux_Down_All_Sky_Monthly:CERES_Combined_Surface_Window_Region_Flux_Down_Clear_Sky_Monthly:CERES_Combined_Surface_Window_Region_Flux_Up_All_Sky_Monthly:CERES_Combined_Surface_Window_Region_Flux_Up_Clear_Sky_Monthly:CERES_Combined_TOA_Longwave_Flux_All_Sky_Monthly:CERES_Combined_TOA_Longwave_Flux_Clear_Sky_Monthly:CERES_Combined_TOA_Shortwave_Flux_All_Sky_Monthly:CERES_Combined_TOA_Shortwave_Flux_Clear_Sky_Monthly:CERES_Combined_TOA_Window_Region_Flux_All_Sky_Monthly:CERES_Combined_TOA_Window_Region_Flux_Clear_Sky_Monthly:CERES_EBAF_Surface_CRE_Net_Longwave_Flux_Monthly:CERES_EBAF_Surface_CRE_Net_Shortwave_Flux_Monthly:CERES_EBAF_Surface_CRE_Net_Total_Flux_Monthly:CERES_EBAF_Surface_Longwave_Flux_Down_All_Sky_Monthly:CERES_EBAF_Surface_Longwave_Flux_Down_Clear_Sky_Monthly:CERES_EBAF_Surface_Longwave_Flux_Up_All_Sky_Monthly:CERES_EBAF_Surface_Longwave_Flux_Up_Clear_Sky_Monthly:CERES_EBAF_Surface_Net_Longwave_Flux_All_Sky_Monthly:CERES_EBAF_Surface_Net_Longwave_Flux_Clear_Sky_Monthly:CERES_EBAF_Surface_Net_Shortwave_Flux_All_Sky_Monthly:CERES_EBAF_Surface_Net_Shortwave_Flux_Clear_Sky_Monthly:CERES_EBAF_Surface_Net_Total_Flux_All_Sky_Monthly:CERES_EBAF_Surface_Net_Total_Flux_Clear_Sky_Monthly:CERES_EBAF_Surface_Shortwave_Flux_Down_All_Sky_Monthly:CERES_EBAF_Surface_Shortwave_Flux_Down_Clear_Sky_Monthly:CERES_EBAF_Surface_Shortwave_Flux_Up_All_Sky_Monthly:CERES_EBAF_Surface_Shortwave_Flux_Up_Clear_Sky_Monthly:CERES_EBAF_TOA_CRE_Longwave_Flux_Monthly:CERES_EBAF_TOA_CRE_Net_Flux_Monthly:CERES_EBAF_TOA_CRE_Shortwave_Flux_Monthly:CERES_EBAF_TOA_Incoming_Solar_Flux_Monthly:CERES_EBAF_TOA_Longwave_Flux_All_Sky_Monthly:CERES_EBAF_TOA_Longwave_Flux_Clear_Sky_Monthly:CERES_EBAF_TOA_Net_Flux_All_Sky_Monthly:CERES_EBAF_TOA_Net_Flux_Clear_Sky_Monthly:CERES_EBAF_TOA_Shortwave_Flux_All_Sky_Monthly:CERES_EBAF_TOA_Shortwave_Flux_Clear_Sky_Monthly:CERES_Terra_Surface_Longwave_Flux_Down_All_Sky_Monthly:CERES_Terra_Surface_Longwave_Flux_Down_Clear_Sky_Monthly:CERES_Terra_Surface_Longwave_Flux_Up_All_Sky_Monthly:CERES_Terra_Surface_Longwave_Flux_Up_Clear_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Diffuse_All_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Diffuse_Clear_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Direct_All_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Direct_Clear_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Down_All_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Down_Clear_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Up_All_Sky_Monthly:CERES_Terra_Surface_Shortwave_Flux_Up_Clear_Sky_Monthly:CERES_Terra_Surface_UV_Index_All_Sky_Monthly:CERES_Terra_Surface_Window_Region_Flux_Down_All_Sky_Monthly:CERES_Terra_Surface_Window_Region_Flux_Down_Clear_Sky_Monthly:CERES_Terra_Surface_Window_Region_Flux_Up_All_Sky_Monthly:CERES_Terra_Surface_Window_Region_Flux_Up_Clear_Sky_Monthly:CERES_Terra_TOA_Longwave_Flux_All_Sky_Monthly:CERES_Terra_TOA_Longwave_Flux_Clear_Sky_Monthly:CERES_Terra_TOA_Shortwave_Flux_All_Sky_Monthly:CERES_Terra_TOA_Shortwave_Flux_Clear_Sky_Monthly:CERES_Terra_TOA_Window_Region_Flux_All_Sky_Monthly:CERES_Terra_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_MidIR_4km_Night_8Day:MODIS_Terra_L3_SST_MidIR_4km_Night_Annual:MODIS_Terra_L3_SST_MidIR_4km_Night_Daily:MODIS_Terra_L3_SST_MidIR_4km_Night_Monthly:MODIS_Terra_L3_SST_MidIR_9km_Night_8Day:MODIS_Terra_L3_SST_MidIR_9km_Night_Annual:MODIS_Terra_L3_SST_MidIR_9km_Night_Daily:MODIS_Terra_L3_SST_MidIR_9km_Night_Monthly:MODIS_Terra_L3_SST_Thermal_4km_Day_8Day:MODIS_Terra_L3_SST_Thermal_4km_Day_Annual:MODIS_Terra_L3_SST_Thermal_4km_Day_Daily:MODIS_Terra_L3_SST_Thermal_4km_Day_Monthly:MODIS_Terra_L3_SST_Thermal_4km_Night_8Day:MODIS_Terra_L3_SST_Thermal_4km_Night_Annual:MODIS_Terra_L3_SST_Thermal_4km_Night_Daily:MODIS_Terra_L3_SST_Thermal_4km_Night_Monthly:MODIS_Terra_L3_SST_Thermal_9km_Day_8Day:MODIS_Terra_L3_SST_Thermal_9km_Day_Annual:MODIS_Terra_L3_SST_Thermal_9km_Day_Daily:MODIS_Terra_L3_SST_Thermal_9km_Day_Monthly:MODIS_Terra_L3_SST_Thermal_9km_Night_8Day:MODIS_Terra_L3_SST_Thermal_9km_Night_Annual:MODIS_Terra_L3_SST_Thermal_9km_Night_Daily:MODIS_Terra_L3_SST_Thermal_9km_Night_Monthly:MODIS_Terra_Land_Surface_Temp_Day:MODIS_Terra_Land_Surface_Temp_Night:MODIS_Terra_NDSI_Snow_Cover:MODIS_Terra_NDVI_8Day:MODIS_Terra_Sea_Ice:MODIS_Terra_SurfaceReflectance_Bands121:MODIS_Terra_SurfaceReflectance_Bands143:MODIS_Terra_SurfaceReflectance_Bands721:MODIS_Terra_Water_Vapor_5km_Day:MODIS_Terra_Water_Vapor_5km_Night:MODIS_Water_Mask:MOPITT_CO_Daily_Surface_Mixing_Ratio_Day:MOPITT_CO_Daily_Surface_Mixing_Ratio_Night:MOPITT_CO_Daily_Total_Column_Day:MOPITT_CO_Daily_Total_Column_L2:MOPITT_CO_Daily_Total_Column_Night:MOPITT_CO_Monthly_Surface_Mixing_Ratio_Day:MOPITT_CO_Monthly_Surface_Mixing_Ratio_Night:MOPITT_CO_Monthly_Total_Column_Day:MOPITT_CO_Monthly_Total_Column_Night:NDH_Drought_Hazard_Frequency_Distribution_1980_2000:NDH_Flood_Hazard_Frequency_Distribution_1985_2003:NDH_Landslide_Hazard_Distribution_2000:NLDAS_Near_Surface_Air_Temperature_Primary_Monthly:NLDAS_Surface_Total_Precipitation_Primary_Monthly:NLDAS_Surface_Total_Precipitation_Secondary_Monthly:NLDAS_Underground_Soil_Moisture_Mosaic_Monthly:NLDAS_Underground_Soil_Moisture_Noah_Monthly:NLDAS_Underground_Soil_Moisture_VIC_Monthly:OLS_DMSP_F10_Digital_Derived_Lightning:OLS_DMSP_F12_Digital_Derived_Lightning:OMI_Absorbing_Aerosol_Optical_Depth:OMI_Absorbing_Aerosol_Optical_Thickness_MW_388:OMI_Aerosol_Index:OMI_Aerosol_Optical_Depth:OMI_Cloud_Pressure:OMI_Nitrogen_Dioxide_Tropo_Column:OMI_Ozone_DOAS_Total_Column:OMI_Ozone_TOMS_Total_Column:OMI_Single_Scattering_Albedo:OMI_SO2_Lower_Troposphere:OMI_SO2_Middle_Troposphere:OMI_SO2_Planetary_Boundary_Layer:OMI_SO2_Upper_Troposphere_and_Stratosphere:OMI_UV_Aerosol_Index:OMI_UV_Erythemal_Daily_Dose:OMI_UV_Erythemal_Dose_Rate:OMI_UV_Index:OMPS_Aerosol_Index:OMPS_Aerosol_Index_PyroCumuloNimbus:OMPS_Ozone_Total_Column:OMPS_SO2_Lower_Troposphere:OMPS_SO2_Middle_Troposphere:OMPS_SO2_Planetary_Boundary_Layer:OMPS_SO2_Upper_Troposphere_and_Stratosphere:OSCAR_Sea_Surface_Currents_Meridional:OSCAR_Sea_Surface_Currents_Zonal:OSM_Land_Mask:OSM_Land_Water_Map:OTD_High_Resolution_Full_Climatology_OTD_Flash_Rate_Climatology:OTD_High_Resolution_Full_Climatology_OTD_Raw_Flashes:OTD_High_Resolution_Full_Climatology_OTD_Scaled_Flashes:OTD_OrbView1_Flash_Radiance:Particulate_Matter_Below_2.5micrometers_2001_2010:Particulate_Matter_Below_2.5micrometers_2010_2012:Probabilities_of_Urban_Expansion_2000_2030:Reference_Features:Reference_Labels:RSS_Merged_Wind_Climatology_Monthly:RSS_Total_Precipitable_Water_Climatology_Monthly:SMAP_L1_Passive_Brightness_Temp_Aft_H:SMAP_L1_Passive_Brightness_Temp_Aft_H_QA:SMAP_L1_Passive_Brightness_Temp_Aft_H_RFI:SMAP_L1_Passive_Brightness_Temp_Aft_V:SMAP_L1_Passive_Brightness_Temp_Aft_V_QA:SMAP_L1_Passive_Brightness_Temp_Aft_V_RFI:SMAP_L1_Passive_Brightness_Temp_Fore_H:SMAP_L1_Passive_Brightness_Temp_Fore_H_QA:SMAP_L1_Passive_Brightness_Temp_Fore_H_RFI:SMAP_L1_Passive_Brightness_Temp_Fore_V:SMAP_L1_Passive_Brightness_Temp_Fore_V_QA:SMAP_L1_Passive_Brightness_Temp_Fore_V_RFI:SMAP_L1_Passive_Enhanced_Brightness_Temp_Aft_H:SMAP_L1_Passive_Enhanced_Brightness_Temp_Aft_H_QA:SMAP_L1_Passive_Enhanced_Brightness_Temp_Aft_H_RFI:SMAP_L1_Passive_Enhanced_Brightness_Temp_Aft_V:SMAP_L1_Passive_Enhanced_Brightness_Temp_Aft_V_QA:SMAP_L1_Passive_Enhanced_Brightness_Temp_Aft_V_RFI:SMAP_L1_Passive_Enhanced_Brightness_Temp_Fore_H:SMAP_L1_Passive_Enhanced_Brightness_Temp_Fore_H_QA:SMAP_L1_Passive_Enhanced_Brightness_Temp_Fore_H_RFI:SMAP_L1_Passive_Enhanced_Brightness_Temp_Fore_V:SMAP_L1_Passive_Enhanced_Brightness_Temp_Fore_V_QA:SMAP_L1_Passive_Enhanced_Brightness_Temp_Fore_V_RFI:SMAP_L1_Passive_Faraday_Rotation_Aft:SMAP_L1_Passive_Faraday_Rotation_Fore:SMAP_L2_Passive_Day_Soil_Moisture_Option1:SMAP_L2_Passive_Day_Soil_Moisture_Option2:SMAP_L2_Passive_Day_Soil_Moisture_Option3:SMAP_L2_Passive_Enhanced_Day_Soil_Moisture_Option1:SMAP_L2_Passive_Enhanced_Day_Soil_Moisture_Option2:SMAP_L2_Passive_Enhanced_Day_Soil_Moisture_Option3:SMAP_L2_Passive_Enhanced_Night_Soil_Moisture_Option1:SMAP_L2_Passive_Enhanced_Night_Soil_Moisture_Option2:SMAP_L2_Passive_Enhanced_Night_Soil_Moisture_Option3:SMAP_L2_Passive_Night_Soil_Moisture_Option1:SMAP_L2_Passive_Night_Soil_Moisture_Option2:SMAP_L2_Passive_Night_Soil_Moisture_Option3:SMAP_L3_Active_Passive_Brightness_Temp_H:SMAP_L3_Active_Passive_Brightness_Temp_V:SMAP_L3_Active_Passive_Soil_Moisture:SMAP_L3_Active_Sigma0_HH:SMAP_L3_Active_Sigma0_HH_QA:SMAP_L3_Active_Sigma0_HH_RFI:SMAP_L3_Active_Sigma0_VV:SMAP_L3_Active_Sigma0_VV_QA:SMAP_L3_Active_Sigma0_VV_RFI:SMAP_L3_Active_Sigma0_XPOL:SMAP_L3_Active_Sigma0_XPOL_QA:SMAP_L3_Active_Sigma0_XPOL_RFI:SMAP_L3_Active_Soil_Moisture:SMAP_L3_Passive_Brightness_Temp_H:SMAP_L3_Passive_Brightness_Temp_V:SMAP_L3_Passive_Day_Freeze_Thaw:SMAP_L3_Passive_Day_Soil_Moisture:SMAP_L3_Passive_Enhanced_Day_Freeze_Thaw:SMAP_L3_Passive_Enhanced_Day_Soil_Moisture:SMAP_L3_Passive_Enhanced_Night_Freeze_Thaw:SMAP_L3_Passive_Enhanced_Night_Soil_Moisture:SMAP_L3_Passive_Night_Freeze_Thaw:SMAP_L3_Passive_Night_Soil_Moisture:SMAP_L3_Sea_Surface_Salinity_CAP_8Day_RunningMean:SMAP_L3_Sea_Surface_Salinity_CAP_Monthly:SMAP_L3_Sea_Surface_Salinity_REMSS_8Day_RunningMean:SMAP_L3_Sea_Surface_Salinity_REMSS_Monthly:SMAP_L4_Analyzed_Root_Zone_Soil_Moisture:SMAP_L4_Analyzed_Surface_Soil_Moisture:SMAP_L4_Emult_Average:SMAP_L4_Frozen_Area:SMAP_L4_Mean_Gross_Primary_Productivity:SMAP_L4_Mean_Heterotrophic_Respiration:SMAP_L4_Mean_Net_Ecosystem_Exchange:SMAP_L4_Snow_Mass:SMAP_L4_Soil_Temperature_Layer_1:SMAP_L4_Uncertainty_Analyzed_Root_Zone_Soil_Moisture:SMAP_L4_Uncertainty_Analyzed_Surface_Soil_Moisture:SMAP_L4_Uncertainty_Mean_Net_Ecosystem_Exchange:SMAP_Sentinel_1_L2_Active_Passive_Soil_Moisture:SRTM_Color_Index:SSMI_DMSP_F10_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F10_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F10_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F10_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F10_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F10_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F10_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F10_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F11_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F11_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F11_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F11_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F11_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F11_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F11_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F11_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F13_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F13_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F13_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F13_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F13_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F13_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F13_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F13_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F14_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F14_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F14_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F14_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F14_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F14_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F14_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F14_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F15_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F15_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F15_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F15_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F15_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F15_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F15_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F15_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F16_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F16_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F16_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F16_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F16_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F16_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F16_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F16_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F17_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F17_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F17_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F17_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F17_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F17_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F17_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F17_Wind_Speed_Over_Oceans_Descending:SSMI_DMSP_F8_Cloud_Liquid_Water_Over_Oceans_Ascending:SSMI_DMSP_F8_Cloud_Liquid_Water_Over_Oceans_Descending:SSMI_DMSP_F8_Rain_Rate_Over_Oceans_Ascending:SSMI_DMSP_F8_Rain_Rate_Over_Oceans_Descending:SSMI_DMSP_F8_Water_Vapor_Over_Oceans_Ascending:SSMI_DMSP_F8_Water_Vapor_Over_Oceans_Descending:SSMI_DMSP_F8_Wind_Speed_Over_Oceans_Ascending:SSMI_DMSP_F8_Wind_Speed_Over_Oceans_Descending:Summer_Day_Max_Land_Surface_Temp_2013:Summer_Night_Min_Land_Surface_Temp_2013:SWDB_Aerosol_Angstrom_Exponent_Daily:SWDB_Aerosol_Angstrom_Exponent_Monthly:SWDB_Aerosol_Optical_Thickness_550nm_Daily:SWDB_Aerosol_Optical_Thickness_550nm_Monthly:TOPEX_Poseidon_JASON_Sea_Surface_Currents_Meridional_US_West_Coast_GAFECC:TOPEX_Poseidon_JASON_Sea_Surface_Currents_Zonal_US_West_Coast_GAFECC:TOPEX_Poseidon_JASON_Sea_Surface_Height_Anomalies_GDR_Cycles:TOPEX_Poseidon_JASON_Sea_Surface_Height_Anomalies_Reconstructed:TOPEX_Poseidon_JASON_Sea_Surface_Height_Anomalies_US_West_Coast_GAFECC:UHI_Avg_Summer_Day_Max_Land_Surface_Temp_2013:UHI_Avg_Summer_Night_Min_Land_Surface_Temp_2013:UHI_Urban_Rural_Summer_Day_Max_Land_Surface_Temp_Difference_2013:UHI_Urban_Rural_Summer_Night_Min_Land_Surface_Temp_Difference_2013:VIIRS_Black_Marble:VIIRS_CityLights_2012:VIIRS_Night_Lights:VIIRS_SNPP_Brightness_Temp_BandI5_Day:VIIRS_SNPP_Brightness_Temp_BandI5_Night:VIIRS_SNPP_CorrectedReflectance_BandsM11_I2_I1:VIIRS_SNPP_CorrectedReflectance_BandsM3_I3_M11:VIIRS_SNPP_CorrectedReflectance_TrueColor:VIIRS_SNPP_DayNightBand_ENCC:MODIS_Terra_Data_No_Data:MODIS_Aqua_Data_No_Data
Leaflet.OSM — MethodOSM()Provider for the Open Street Map base layer.
Leaflet.OSMDE — MethodLeaflet.OSMFrance — MethodLeaflet.OSMHumanitarian — MethodOSMHumanitarian()Provider for Humanitarian base layer.
Adapted OSM base layer focused on resources useful for humanitarian organizations and citizens in general in emergency situations.
Leaflet.OpenTopoMap — MethodLeaflet.OpenWeatherMap — FunctionOpenWeatherMap(variant::Symbol; apikey)OProvider for OpenWeatherMap base layers. An OpenWeatherMap api key is required.
Options for variant are:
:clouds:clouds_classic:precipitation:precipitation_classic:rain:rain_classic:pressure:pressure_contour:wind:temp:snow
Leaflet.Stamen — FunctionStamen(variant::Symbol)Provider for Stamen base layers.
Options for variant are:
:toner:toner_background:toner_hybrid:toner_lines:toner_labels:toner_lite:watercolor:terrain:terrain_background:toposm_color_relief:toposm_features
Leaflet.Thunderforest — FunctionThunderforest(variant::Symbol=:cycle; apikey)Provider for Thunderforest base layers. A Thunderforest API key is required.
Options for variant are:
:cycle:transport:transport_dark:spinal_map:landscape:outdoors:pioneer
EarthEngine Example
An example by Shunan Feng @fsn1995.
Use Leaflet to display custom Goolge EarthEngine layers in a notebook.
using EarthEngine, Leaflet
# Initialize EarthEngine
EarthEngine.Initialize()
# Set up an earthengine map
imcollection = filterDate(EarthEngine.ImageCollection("MODIS/006/MOD10A1"), "2021-07-15", "2021-07-31")
image = mean(select(imcollection, "Snow_Albedo_Daily_Tile"))
blue_fluorite = ["#291b32", "#2a1b34", "#2b1b34", "#2d1c36", "#2f1c38", "#301c39", "#301d3a", "#321d3b", "#331d3d", "#351d3f", "#351e40", "#371e41", "#381e43", "#3a1e45", "#3b1f45", "#3c1f46", "#3e1f48", "#3f1f4a", "#401f4c", "#42204d", "#43204e", "#44204f", "#462051", "#472052", "#482054", "#4a2056", "#4a2157", "#4c2158", "#4e215a", "#4f215b", "#50215d", "#52215e", "#532160", "#552162", "#552263", "#562264", "#582265", "#592267", "#5b2268", "#5c226b", "#5e226c", "#5f226e", "#60226f", "#622271", "#632272", "#642274", "#662276", "#672277", "#692278", "#6a227a", "#6c227b", "#6e227d", "#6e237e", "#6f247f", "#702480", "#712581", "#722681", "#732683", "#742783", "#752884", "#762985", "#772987", "#792a87", "#792b88", "#7a2c89", "#7b2c8a", "#7c2d8a", "#7d2d8c", "#7e2e8d", "#7f2f8d", "#80308e", "#813190", "#823191", "#833292", "#843292", "#863393", "#863494", "#873595", "#893596", "#8a3697", "#8b3798", "#8b3899", "#8c389a", "#8e399b", "#8e3a9c", "#8f3b9c", "#8f3d9d", "#8f3e9e", "#903f9e", "#90419e", "#90439f", "#9044a0", "#9046a0", "#9047a1", "#9049a1", "#914aa2", "#914ca2", "#914ca3", "#914ea3", "#9150a4", "#9151a5", "#9153a5", "#9154a6", "#9156a6", "#9157a7", "#9258a7", "#9259a8", "#925aa8", "#925ba9", "#925da9", "#925faa", "#9260ab", "#9260ab", "#9263ac", "#9264ac", "#9265ad", "#9266ae", "#9268ae", "#9269ae", "#926aaf", "#926bb0", "#926cb0", "#926eb1", "#926fb1", "#9270b2", "#9271b2", "#9273b3", "#9274b3", "#9275b4", "#9277b5", "#9277b5", "#9278b6", "#927ab6", "#927bb7", "#927cb7", "#927eb8", "#927fb8", "#9280b9", "#9281ba", "#9282ba", "#9284bb", "#9285bb", "#9285bc", "#9187bc", "#9188bd", "#918abd", "#918bbe", "#918cbf", "#918dbf", "#918ec0", "#918fc0", "#9191c1", "#9092c2", "#9094c2", "#9094c2", "#9095c3", "#9096c3", "#8f99c4", "#8f9ac5", "#8f9ac5", "#8f9bc6", "#8f9cc6", "#8f9dc7", "#8e9fc8", "#8ea0c8", "#8ea2c9", "#8ea3c9", "#8da5ca", "#8da5ca", "#8da6cb", "#8da7cb", "#8ca9cc", "#8caacc", "#8caccd", "#8bacce", "#8badce", "#8baecf", "#8ab0d0", "#8ab2d0", "#8ab2d1", "#8ab4d1", "#89b4d1", "#89b5d2", "#89b7d2", "#88b8d3", "#88bad4", "#87bad4", "#87bbd5", "#86bdd6", "#86bed6", "#86c0d7", "#85c0d7", "#85c1d8", "#84c3d8", "#84c4d9", "#83c5d9", "#83c6da", "#82c8da", "#82c8db", "#81cadc", "#81cbdc", "#80ccdd", "#81cddd", "#84cfdd", "#85cfdd", "#87d0dd", "#8ad0de", "#8dd1de", "#8fd2de", "#90d2de", "#92d4de", "#95d5de", "#97d5de", "#98d6de", "#9bd7de", "#9dd7df", "#a0d8df", "#a1d9df", "#a2dadf", "#a5dadf", "#a7dbdf", "#aadcdf", "#abdddf", "#acdde0", "#afdfe0", "#b1dfe0", "#b3e0e0", "#b4e1e0", "#b7e2e0", "#bae2e1", "#bae3e1", "#bee3e2", "#c0e4e3", "#c1e5e3", "#c4e6e3", "#c6e6e4", "#c8e7e4", "#cbe7e5", "#cde8e5", "#cee9e6", "#d2e9e7", "#d3eae7", "#d5eae7", "#d8ebe8", "#d9ece8", "#dcece9", "#deedea", "#dfeeea", "#e2eeea", "#e5efeb", "#e6f0eb", "#e9f0ec", "#ebf1ed", "#ecf2ed", "#eff3ee", "#f1f3ee"]
visParams = Dict(
:min => 0,
:max => 100,
:palette => blue_fluorite,
)
map_id_dict = ee.Image(image).getMapId(visParams)
map_url = map_id_dict["tile_fetcher"].url_format
# Define a leaflet provider
ee_provider = Leaflet.Provider(
map_url,
Dict{Symbol,Any}(
:maxZoom => 20,
:attribution => """© Openstreetmap France | {attribution.OpenStreetMap}"""
),
)
# And the map
map = Leaflet.Map(; provider=ee_provider, zoom=2)
# Notebooks may needs this to work.
WebIO.render(map)