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Wolfram Language & System Documentation Center
GeoDensityPlot
  • See Also
    • GeoContourPlot
    • GeoRegionValuePlot
    • GeoSmoothHistogram
    • ListDensityPlot
    • GeoBubbleChart
    • GeoListPlot
    • GeoStreamPlot
    • GeoVectorPlot
    • GeoGraphPlot
    • GeoGraphics
  • Related Guides
    • Geographic Visualization
    • See Also
      • GeoContourPlot
      • GeoRegionValuePlot
      • GeoSmoothHistogram
      • ListDensityPlot
      • GeoBubbleChart
      • GeoListPlot
      • GeoStreamPlot
      • GeoVectorPlot
      • GeoGraphPlot
      • GeoGraphics
    • Related Guides
      • Geographic Visualization

GeoDensityPlot[{loc1val1,loc2val2,…}]

makes a geo density plot with colors at the location loci determined by the value vali.

GeoDensityPlot[locsvals]

uses a collection of locations locs with corresponding values vals.

Details and Options
Details and Options Details and Options
Examples  
Basic Examples  
Scope  
Data  
Presentation  
Options  
AspectRatio  
Axes  
AxesLabel  
Show More Show More
AxesOrigin  
AxesStyle  
BoundaryStyle  
ColorFunction  
ColorFunctionScaling  
DataRange  
Frame  
FrameLabel  
FrameStyle  
GeoBackground  
GeoCenter  
GeoGridLines  
GeoGridLinesStyle  
GeoModel  
GeoProjection  
GeoRange  
GeoRangePadding  
GeoScaleBar  
GeoServer  
GeoZoomLevel  
InterpolationOrder  
MaxPlotPoints  
Mesh  
MeshFunctions  
MeshStyle  
OpacityFunction  
PerformanceGoal  
PlotLegends  
PlotTheme  
RegionFunction  
Applications  
Properties & Relations  
See Also
Related Guides
History
Cite this Page
BUILT-IN SYMBOL
  • See Also
    • GeoContourPlot
    • GeoRegionValuePlot
    • GeoSmoothHistogram
    • ListDensityPlot
    • GeoBubbleChart
    • GeoListPlot
    • GeoStreamPlot
    • GeoVectorPlot
    • GeoGraphPlot
    • GeoGraphics
  • Related Guides
    • Geographic Visualization
    • See Also
      • GeoContourPlot
      • GeoRegionValuePlot
      • GeoSmoothHistogram
      • ListDensityPlot
      • GeoBubbleChart
      • GeoListPlot
      • GeoStreamPlot
      • GeoVectorPlot
      • GeoGraphPlot
      • GeoGraphics
    • Related Guides
      • Geographic Visualization

GeoDensityPlot

GeoDensityPlot[{loc1val1,loc2val2,…}]

makes a geo density plot with colors at the location loci determined by the value vali.

GeoDensityPlot[locsvals]

uses a collection of locations locs with corresponding values vals.

Details and Options

  • GeoDensityPlot is also known as a heat map and thematic map.
  • GeoDensityPlot displays values at the given geo locations as smoothly varying colors over the map.
  • The geographic locations loci can be given in the following forms:
  • GeoPosition[{lat,lon}]latitude and longitude
    Entity[…]geographic entity
    Dated[ent,date]dated entity
  • Multiple locations locs can be given in the following forms:
  • {loc1,loc2,…}list of individual locations
    GeoPosition[{pos1,pos2,…}]array of geo positions
    EntityClass[…]class of geo entities
  • The values vali can be given in the following forms:
  • valipositive number
    Quantity[vali,unit]magnitude with units
  • Multiple values vals can be given in the following forms:
  • {val1,val2,…}list of individual values
    QuantityArray[{val1,val2,…},unit]array of quantities
  • In GeoDensityPlot[data], data can be given in the following forms:
  • <|loc1val1,loc2val2,…|>association of keys and values
    GeoPosition[{{lat1,lon1,elev1},…}]geo positions with elevations as the values
    WeightedData[…]positions with weights for values
    {{val11,val12,…},…} gridded data with the geo range provided by DataRange
  • GeoDensityPlot has the same options as GeoGraphics, with the following additions and changes: [List of all options]
  • BoundaryStyleNonehow to draw RegionFunction boundaries
    BoxRatiosAutomaticeffective 3D bounding box ratios
    ClippingStyleNonehow to draw values clipped by PlotRange
    ColorFunctionAutomatichow to color the plot
    ColorFunctionScalingTruewhether to scale the argument to ColorFunction
    DataRangeAutomaticthe range of lat and lon values to assume for data
    InterpolationOrderNonethe polynomial degree in each variable of the interpolated density between data points
    LightingAngleNoneeffective angle of the simulated light source
    MaxPlotPointsAutomaticthe maximum number of points to include
    MeshNonehow many mesh lines in each direction to draw
    MeshFunctions{#1&,#2&}how to determine the placement of mesh lines
    MeshStyleAutomaticthe style for mesh lines
    MethodAutomaticthe method to use for interpolation and data reduction
    PerformanceGoal$PerformanceGoalaspects of performance to try to optimize
    OpacityFunctionAutomatichow to compute the opacity at each point
    PlotLegendsNonelegends for color gradients
    PlotTheme$PlotThemeoverall theme for the plot
    RegionFunction(True&)how to determine whether a point should be included
    ScalingFunctionsNonehow to scale individual coordinates
  • ColorFunction and OpacityFunction are supplied with a single argument, given by default by the scaled value of vali.
  • Typical settings for OpacityFunction include:
  • Automaticautomatically determined
    Noneno opacity function, fully opaque
    αconstant opacity Opacity[α]
    Interval[…]make values in the interval more opaque
    funcgeneral opacity function
  • The arguments supplied to RegionFunction are lat, lon and val.
  • The value of region in RegionFunction->region can be an entity or geo polygon over which to plot.
  • DataRange takes a pair of geo locations to identify the latitude and longitude bounds for gridded values.
  • List of all options

    • AlignmentPointCenterthe default point in the graphic to align with
      AspectRatioAutomaticratio of height to width
      AxesFalsewhether to draw axes
      AxesLabelNoneaxes labels
      AxesOriginAutomaticwhere axes should cross
      AxesStyle{}style specifications for the axes
      BackgroundNonebackground color for the plot
      BaselinePositionAutomatichow to align with a surrounding text baseline
      BaseStyle{}base style specifications for the graphic
      BoundaryStyleNonehow to draw RegionFunction boundaries
      BoxRatiosAutomaticeffective 3D bounding box ratios
      ClippingStyleNonehow to draw values clipped by PlotRange
      ColorFunctionAutomatichow to color the plot
      ColorFunctionScalingTruewhether to scale the argument to ColorFunction
      ContentSelectableAutomaticwhether to allow contents to be selected
      CoordinatesToolOptionsAutomaticdetailed behavior of the coordinates tool
      DataRangeAutomaticthe range of lat and lon values to assume for data
      Epilog{}primitives rendered after the main plot
      FormatTypeTraditionalFormthe default format type for text
      FrameFalsewhether to put a frame around the plot
      FrameLabelNoneframe labels
      FrameStyle{}style specifications for the frame
      FrameTicksAutomaticframe ticks
      FrameTicksStyle{}style specifications for frame ticks
      GeoBackgroundAutomaticstyle specifications for the background
      GeoCenterAutomaticcenter coordinates to use
      GeoGridLinesNonegeographic grid lines to draw
      GeoGridLinesStyleAutomaticstyle specifications for geographic grid lines
      GeoGridRangeAllprojected coordinate range to include
      GeoGridRangePaddingAutomatichow much to pad the projected range
      GeoModelAutomaticmodel of the Earth (or other body) to use
      GeoProjectionAutomaticprojection to use
      GeoRangeAutomaticgeographic area range to include
      GeoRangePaddingAutomatichow much to pad the geographic range
      GeoResolutionAutomaticaverage distance between background pixels
      GeoScaleBarNonescale bar to display
      GeoServerAutomaticspecification of a tile server
      GeoZoomLevelAutomaticzoom to use for geographic background
      GridLinesNonegrid lines to draw
      GridLinesStyle{}style specifications for grid lines
      ImageMargins0.the margins to leave around the graphic
      ImagePaddingAllwhat extra padding to allow for labels etc.
      ImageSizeAutomaticthe absolute size at which to render the graphic
      InterpolationOrderNonethe polynomial degree in each variable of the interpolated density between data points
      LabelStyle{}style specifications for labels
      LightingAngleNoneeffective angle of the simulated light source
      MaxPlotPointsAutomaticthe maximum number of points to include
      MeshNonehow many mesh lines in each direction to draw
      MeshFunctions{#1&,#2&}how to determine the placement of mesh lines
      MeshStyleAutomaticthe style for mesh lines
      MetaInformation{}meta-information about the map
      MethodAutomaticthe method to use for interpolation and data reduction
      OpacityFunctionAutomatichow to compute the opacity at each point
      PerformanceGoal$PerformanceGoalaspects of performance to try to optimize
      PlotLabelNonean overall label for the plot
      PlotLegendsNonelegends for color gradients
      PlotRangeAllrange of values to include
      PlotRangeClippingFalsewhether to clip at the plot range
      PlotRangePaddingAutomatichow much to pad the range of values
      PlotRegionAutomaticthe final display region to be filled
      PlotTheme$PlotThemeoverall theme for the plot
      PreserveImageOptionsAutomaticwhether to preserve image options when displaying new versions of the same graphic
      Prolog{}primitives rendered before the main plot
      RasterSizeAutomaticraster dimensions for the background data
      RegionFunction(True&)how to determine whether a point should be included
      RotateLabelTruewhether to rotate y labels on the frame
      ScalingFunctionsNonehow to scale individual coordinates
      TicksAutomaticaxes ticks
      TicksStyle{}style specifications for axes ticks

Examples

open all close all

Basic Examples  (4)

Plot data associated with geo locations:

Plot the temperature for cities near Austin, TX, with a legend:

Use a GeoPosition of locations with elevations around Crater Lake:

Plot gridded values over a specified range of coordinates:

Scope  (12)

Data  (7)

Use an Association with locations for keys and values for counts:

Use WeightedData:

Locations can be given as entities or geo positions:

GeoRange is selected automatically:

Use GeoRange to focus on geographic areas of interest:

Use MaxPlotPoints to limit the number of points used:

Use RegionFunction to restrict the density to a region:

Use discrete colors instead of smoothly shaded ones:

Presentation  (5)

Add labels and legends:

Color the density by hue:

Use a different geographical projection:

Show the plot on a street map:

Use a satellite map:

Use a theme with bright contours on a relief map:

Options  (82)

AspectRatio  (4)

By default, the ratio of the height to width for the plot is determined automatically:

Make the height the same as the width with AspectRatio1:

Use a numerical value to specify the height-to-width ratio:

AspectRatioFull adjusts the height and width to tightly fit inside other constructs:

Axes  (4)

By default, Axes are not drawn for GeoDensityPlot:

Use AxesTrue to turn on axes:

Use AxesOrigin to specify where the axes intersect:

Turn each axis on individually:

AxesLabel  (3)

No axes labels are drawn by default:

Place a label on the axis:

Specify axes labels:

AxesOrigin  (2)

The position of the axes is determined automatically:

Specify an explicit origin for the axes:

AxesStyle  (4)

Change the style for the axes:

Specify the style of each axis:

Use different styles for the ticks and the axes:

Use different styles for the labels and the axes:

BoundaryStyle  (3)

No boundary is used by default:

Use a red boundary around the edges:

Outline the region being plotted:

ColorFunction  (2)

Color by scaled value:

Named color gradients color in the direction:

ColorFunctionScaling  (1)

Color values below 300 blue, and other values red:

DataRange  (1)

Specify latitude and longitude ranges for an array of values:

Frame  (4)

GeoDensityPlot does not use a frame by default:

Use FrameTrue to draw a frame around the plot:

Draw a frame on the left and right edges:

Draw a frame on the left and bottom edges:

FrameLabel  (4)

Place a label along the bottom frame of a plot:

Frame labels are placed on the bottom and left frame edges by default:

Place labels on each of the edges in the frame:

Use a customized style for both labels and frame tick labels:

FrameStyle  (2)

Specify the style of the frame:

Specify the style for each frame edge:

GeoBackground  (2)

By default, geo density plots are shown on an unlabeled map:

Use a relief map of the world:

Use a satellite image instead:

GeoCenter  (2)

Maps are automatically centered based on the data:

Specify a specific location for the center of the map:

GeoGridLines  (2)

Overlay a map with geo grid lines using the default styling:

Draw geo grid lines at specific lines of latitude and longitude:

GeoGridLinesStyle  (1)

Specify the overall geo grid line style:

GeoModel  (2)

Use the default (ellipsoidal) model of the Earth:

Use the Moon as reference model:

GeoProjection  (2)

Use GeoProjection to view the map in the Robinson projection:

Use the Bonne projection instead:

GeoRange  (3)

The geographic region to show is automatically determined:

Specify the region to show:

Specify the corners of the geo range:

GeoRangePadding  (4)

Use GeoRangePadding->None to remove padding:

Use 250 kilometers of padding on each side of the map:

Specify padding for latitude only:

Specify different padding on each side of the map:

GeoScaleBar  (3)

Show the plot with a scale bar in metric units:

Show the plot with a scale bar in metric and imperial units:

Place the scale bar in the top-right corner:

GeoServer  (2)

Use the Wolfram geo server to download map tiles:

Specify explicitly some of the parameters of the tile server:

GeoZoomLevel  (2)

Explicitly specify GeoZoomLevel to obtain a lower-resolution map rendering:

Explicitly specify GeoZoomLevel to obtain a higher-resolution map rendering:

InterpolationOrder  (2)

Contours are normally based on a linear interpolation of the data:

Use zero-order or piecewise constant interpolation:

MaxPlotPoints  (2)

GeoDensityPlot normally uses all of the points in the dataset:

Limit the number of points used in each direction:

Mesh  (1)

Use five mesh levels of val:

Use 25:

MeshFunctions  (2)

Use mesh lines in the and directions:

Use mesh lines in the val direction:

MeshStyle  (2)

Use red mesh lines:

Use red mesh lines in the direction and dashed mesh lines in the direction:

OpacityFunction  (4)

The opacity is automatically varied to highlight areas in the data:

Use fully opaque colors:

Use constant 60% opacity:

Use increasing opacity for the lowest quartile and full opacity for the rest:

PerformanceGoal  (2)

Generate a higher-quality plot:

Emphasize performance, possibly at the cost of quality:

PlotLegends  (4)

No legend is used by default:

Include a legend:

Legends automatically use the same colors as the density plot:

Use Placed to change legend placement:

PlotTheme  (1)

Use a theme with bright contours on a relief map:

Use a satellite map for the background:

RegionFunction  (3)

Plot only certain ranges of values:

Plot over a region in and :

Use an entity region:

Applications  (2)

Show gridded population density on a map:

Plot the strength of the Earth's geomagnetic field:

Properties & Relations  (10)

Draw contours on a map with GeoContourPlot:

Use ListDensityPlot for general data:

Use GeoBubbleChart to show values with scaled bubbles:

Use GeoRegionValuePlot to show values with colored regions:

Use GeoHistogram to aggregate locations into bins:

Use GeoSmoothHistogram to generate smooth densities from locations:

Use GeoListPlot for individual locations:

Use GeoVectorPlot and GeoStreamPlot for vector fields:

Use GeoGraphValuePlot to show the values on geographic networks:

Plot relationships between geographic locations on a map:

See Also

GeoContourPlot  GeoRegionValuePlot  GeoSmoothHistogram  ListDensityPlot  GeoBubbleChart  GeoListPlot  GeoStreamPlot  GeoVectorPlot  GeoGraphPlot  GeoGraphics

Related Guides

    ▪
  • Geographic Visualization

History

Introduced in 2020 (12.1)

Wolfram Research (2020), GeoDensityPlot, Wolfram Language function, https://reference.wolfram.com/language/ref/GeoDensityPlot.html.

Text

Wolfram Research (2020), GeoDensityPlot, Wolfram Language function, https://reference.wolfram.com/language/ref/GeoDensityPlot.html.

CMS

Wolfram Language. 2020. "GeoDensityPlot." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/GeoDensityPlot.html.

APA

Wolfram Language. (2020). GeoDensityPlot. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/GeoDensityPlot.html

BibTeX

@misc{reference.wolfram_2025_geodensityplot, author="Wolfram Research", title="{GeoDensityPlot}", year="2020", howpublished="\url{https://reference.wolfram.com/language/ref/GeoDensityPlot.html}", note=[Accessed: 04-February-2026]}

BibLaTeX

@online{reference.wolfram_2025_geodensityplot, organization={Wolfram Research}, title={GeoDensityPlot}, year={2020}, url={https://reference.wolfram.com/language/ref/GeoDensityPlot.html}, note=[Accessed: 04-February-2026]}

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