ArcGIS for Desktop

  • Documentation
  • Pricing
  • Support

  • My Profile
  • Help
  • Sign Out
ArcGIS for Desktop

ArcGIS Online

The mapping platform for your organization

ArcGIS for Desktop

A complete professional GIS

ArcGIS for Server

GIS in your enterprise

ArcGIS for Developers

Tools to build location-aware apps

ArcGIS Solutions

Free template maps and apps for your industry

ArcGIS Marketplace

Get apps and data for your organization

  • Documentation
  • Pricing
  • Support
Esri
  • Sign In
user
  • My Profile
  • Sign Out

Help

  • Home
  • Get Started
  • Map
  • Analyze
  • Manage Data
  • Tools
  • More...

Cost Distance

Available with Spatial Analyst license.

  • Summary
  • Illustration
  • Usage
  • Syntax
  • Code Sample
  • Environments
  • Licensing Information

Summary

Calculates the least accumulative cost distance for each cell to the nearest source over a cost surface.

Learn more about how Cost distance tools work

Illustration

Cost Distance illustration
Cost_Dist = CostDistance(Source_Ras, Cost_Ras)

Usage

  • The input source data can be a feature class or raster.

  • When the input source data is a raster, the set of source cells consists of all cells in the source raster that have valid values. Cells that have NoData values are not included in the source set. The value 0 is considered a legitimate source. A source raster can be easily created using the extraction tools.

  • When the input source data is a feature class, the source locations are converted internally to a raster before performing the analysis. The resolution of the raster can be controlled with the Cell Size environment. By default, the resolution will be set to the resolution of the input cost raster.

  • When using polygon feature data for the input source data, care must be taken with how the output cell size is handled when it is coarse, relative to the detail present in the input. The internal rasterization process employs the same default Cell assignment type method as the Polygon to Raster tool, which is CELL_CENTER. This means that data not located at the center of the cell will not be included in the intermediate rasterized source output, and so will not be represented in the distance calculations. For example, if your sources are a series of small polygons, such as building footprints, that are small relative to the output cell size, it is possible that only a few of them will fall under the centers of the output raster cells, seemingly causing most of the others to be lost in the analysis.

    To avoid this situation, as an intermediate step, you could rasterize the input features directly with the Polygon to Raster tool and set a Priority field, and use the resulting output as input to the Distance tool. Alternatively, you could select a small enough cell size to capture the appropriate amount of detail from the input features.

  • When the source input is a feature, by default, the first valid available field will be used. If no valid fields exist, the ObjectID field (for example, OID or FID, depending on the type of feature input) will be used.

  • Cell locations with NoData in the Input cost raster act as barriers in the cost surface tools. Any cell location that is assigned NoData on the input cost surface will receive NoData on all output rasters (cost distance, allocation, and back link).

  • If the input source data and the cost raster are different extents, the default output extent is the intersection of the two. To get a cost distance surface for the entire extent, choose the Union of Inputs option on the output Extent environment settings.

  • If a Mask has been set in the environment, all masked cells will be treated as NoData values.

    When a mask has been defined in the Raster Analysis window and the cells to be masked will mask a source, the calculations will occur on the remaining source cells. The source cells that are masked will not be considered in the computations. These cell locations will be assigned NoData on all outputs (distance, allocation, and back link) rasters.

  • The Maximum distance is specified in the same cost units as those on the cost raster.

  • For the output distance raster, the least-cost distance (or minimum accumulative cost distance) of a cell to a set of source locations is the lower bound of the least-cost distances from the cell to all source locations.

  • The cost raster cannot contain values of zero since the algorithm is a multiplicative process. If your cost raster does contain values of zero, and these values represent areas of lowest cost, change values of zero to a small positive value (such as 0.01) before running Cost Distance, by first running the Con tool. If areas with a value of zero represent areas that should be excluded from the analysis, these values should be turned to NoData before running Cost Distance, by first running the Set Null tool.

  • See Analysis environments and Spatial Analyst for additional details on the geoprocessing environments that apply to this tool.

Syntax

CostDistance (in_source_data, in_cost_raster, {maximum_distance}, {out_backlink_raster})
ParameterExplanationData Type
in_source_data

The input source locations.

This is a raster or feature dataset that identifies the cells or locations to which the least accumulated cost distance for every output cell location is calculated.

For rasters, the input type can be integer or floating point.

Raster Layer | Feature Layer
in_cost_raster

A raster defining the impedance or cost to move planimetrically through each cell.

The value at each cell location represents the cost per unit distance for moving through the cell. Each cell location value is multiplied by the cell resolution while also compensating for diagonal movement to obtain the total cost of passing through the cell.

The values of the cost raster can be integer or floating point, but they cannot be negative or zero (you cannot have a negative or zero cost).

Raster Layer
maximum_distance
(Optional)

Defines the threshold that the accumulative cost values cannot exceed.

If an accumulative cost distance value exceeds this value, the output value for the cell location will be NoData. The maximum distance defines the extent for which the accumulative cost distances are calculated.

The default distance is to the edge of the output raster.

Double
out_backlink_raster
(Optional)

The output cost back-link raster.

The back-link raster contains values of 0 through 8, which define the direction or identify the next neighboring cell (the succeeding cell) along the least accumulative cost path from a cell to reach its least cost source.

If the path is to pass into the right neighbor, the cell will be assigned the value 1, 2 for the lower right diagonal cell, and continuing clockwise. The value 0 is reserved for source cells.

Back-link positions
Raster Dataset

Return Value

NameExplanationData Type
out_distance_raster

The output cost distance raster.

The cost distance raster identifies, for each cell, the least accumulative cost distance over a cost surface to the identified source locations.

A source can be a cell, a set of cells, or one or more feature locations.

The output raster is of floating point type.

Raster

Code Sample

CostDistance example 1 (Python window)

The following Python Window script demonstrates how to use the CostDistance tool.

import arcpy
from arcpy import env
from arcpy.sa import *
env.workspace = "C:/sapyexamples/data"
outCostDist = CostDistance("source.shp", "elevation", 200000, "backlink")
outCostDist.save("C:/sapyexamples/output/costdist")
CostDistance example 2 (stand-alone script)

Calculate the least accumulated cost distance raster from point shape file source locations.

# Name: CostDistance_Ex_02.py
# Description: Calculates for each cell the least accumulative cost distance
#    to the nearest source over a cost  surface. 
# Requirements: Spatial Analyst Extension

# Import system modules
import arcpy
from arcpy import env
from arcpy.sa import *

# Set environment settings
env.workspace = "C:/sapyexamples/data"

# Set local variables
inSourceData = "source.shp"
inCostRaster = "elevation"
maxDistance = 20000000   
outBkLinkRaster = "C:/sapyexamples/output/outbklink"

# Check out the ArcGIS Spatial Analyst extension license
arcpy.CheckOutExtension("Spatial")

# Execute CostDistance
outCostDistance = CostDistance(inSourceData, inCostRaster, maxDistance, outBkLinkRaster)

# Save the output 
outCostDistance.save("C:/sapyexamples/output/outcostdist")

Environments

  • Auto Commit
  • Cell Size
  • Compression
  • Current Workspace
  • Extent
  • Geographic Transformations
  • Mask
  • Output CONFIG Keyword
  • Output Coordinate System
  • Raster Statistics
  • Scratch Workspace
  • Snap Raster
  • Tile Size

Licensing Information

  • ArcGIS for Desktop Basic: Requires Spatial Analyst
  • ArcGIS for Desktop Standard: Requires Spatial Analyst
  • ArcGIS for Desktop Advanced: Requires Spatial Analyst

Related Topics

  • An overview of the Distance toolset
  • Cost Allocation
  • Cost Back Link
  • Understanding cost distance analysis
Feedback on this topic?

ArcGIS for Desktop

  • Home
  • Documentation
  • Pricing
  • Support

ArcGIS Platform

  • ArcGIS Online
  • ArcGIS for Desktop
  • ArcGIS for Server
  • ArcGIS for Developers
  • ArcGIS Solutions
  • ArcGIS Marketplace

About Esri

  • About Us
  • Careers
  • Insiders Blog
  • User Conference
  • Developer Summit
Esri
© Copyright 2016 Environmental Systems Research Institute, Inc. | Privacy | Legal