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Addressing Social and
Environmental Needs through
Community Tree Planting

A Collaborative Project of Keep Indianapolis Beautiful, Inc.
and The Department of Geography
Indiana University Purdue University Indianapolis

Tree Planting Site Selection Model

Model Variables

Nine socio-economic and environmental criteria were selected for input into the model:

  • Income

  • Crime

  • Zoning

  • Industrial Emission Sites

  • Pediatric Asthma Rates

  • Major Streets

  • Surface Temperatures

  • Tree Canopy Density

  • Impervious Surface Density

Each variable was represented as an individual layer in a GIS and recoded to a binary (0/1) map.  A value of 1 was used to represent locations more desirable for tree planting according to the goals of the project.  For example, one of the project goals is to increase tree canopy cover in lower income neighborhoods.  In the income layer of the model, areas below the township average for median household income were coded with a value of 1 and areas above the average were given a value of 0.  The table below describes each of the model layers, data sources, and provides links to maps associated with each variable.

 
Model Variable
 
Description
 
Source
 
Maps
 
Income
 
Median household income by census block group in 2000.  Census block groups with median household incomes below the township average were coded with a value of 1, while those above the average were coded with a value of 0.
 
2000 US Census of Population and Housing
 
Crime
 
Adult and juvenile crimes by census block group in 2004.  Density of juvenile and adult crimes was calculated by dividing the total number of crimes in the census block group by the block group area.  Census block groups with crime density values greater than the township average were coded with a value of 1, while those below the average were coded with a value of 0. SAVI Community Information System
 

 
Zoning
 
Residential zoning in Center Township was delineated using the Indianapolis Department of Metropolitan Development's zoning GIS layer.  All residential zoning was coded with a value of 1.  All other zoning types were given a value of 0. 
 
Indianapolis Mapping and Geographic Infrastructure System (IMAGIS)
 
Industrial Emissions
 
Locations in Center Township with Title V industrial emission permits were buffered at a distance of 1/4 mile.  Areas within 1/4 mile of a Title V locations were coded with a value of 1.  All other areas were given a value of 0.  Indianapolis Mapping and Geographic Infrastructure System (IMAGIS)
 
Pediatric
Asthma
 
Pediatric asthma rates by zip code in 2000 based on hospital discharge data for children ages 5 to 14.  Zip code polygons with higher than average rates for the township were given a value of 1.  All other areas were given a value of 0.
 
Health and Hospital Corporation of Marion County
 
Major
Roads
 
Emissions from vehicles are among the major contributors to air pollution in cities.  Areas within 500 feet of major road center lines were coded with a value of 1.  All other areas were given a value of 0.  Major roads include expressways, freeways, primary and secondary arteries, and selected collector streets with heavy traffic.
 
Indianapolis Mapping and Geographic Infrastructure System (IMAGIS)
 
Surface Temperatures
 
Radiant surface temperatures in Center Township were measured by the Enhanced Thematic Mapper Plus (ETM+) sensor on board the Landsat 7 satellite.  The thermal band of the ETM+ has a spatial resolution of 60 m.  Areas with radiant surface temperatures above the township average were coded with a value of 1, while those below the township average were coded with a value of 0.
 
Department of Geography
Indiana University Purdue University Indianapolis

 
Tree Canopy Density
 
Tree canopy density within an 800 foot buffer was derived from the data described in the tree canopy mapping section of this report.  Percent area covered by tree canopy within the buffer was computed.  Areas below the township average canopy density were coded with a value of 1, while those above the township average were coded with a value of 0. Department of Geography
Indiana University Purdue University Indianapolis

 
Impervious Surface Density
 
Estimates of impervious surface coverage were derived from GIS data that combined building footprints, road center line buffers, and impervious surface areas delineated in the IMAGIS database.  Percent impervious cover within an 500 foot buffer was calculated.  Areas above the township average impervious density were coded with a value of 1, while those below the township average were coded with a value of 0. Indianapolis Mapping and Geographic Infrastructure System (IMAGIS)
 

more>>>  Modeling Results     Hot Spots

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