Seeing the Forest From the Trees: Solving Tree Inequality With GIS

Land IdSeeing the Forest From the Trees: Solving Tree Inequality With GIS


By Land id

Sep 20, 2021

We don’t typically think of trees as a critical part of a city’s infrastructure, but they are just as important as highways and electric lines. Inadequate tree coverage in a neighborhood results in much higher temperatures, poorer air quality and lower property values. That’s why many cities are taking steps to address tree inequality. By utilizing multiple geospatial datasets, conservation nonprofit American Forests created The Equity Score map to visualize tree distribution across the US. In doing so, the project found that in the poorest neighborhoods — where 90% of residents live in poverty — they have 41% less coverage than the wealthiest areas.

Mapping the Trees

According to American Forests, the Tree Equity Score measures how many trees are needed in each neighborhood (defined as Census Block Groups). They calculated this metric through analysis of tree canopy cover, climate, demographic and socioeconomic data. Below is an overview of their methodology

Step 1: First, tree canopy cover was measured using high resolution tree canopy imaging and the National Land Cover Database. 

Step 2: Using generalized natural biome baseline targets selected in conjunction with the USDA Forest Service, the nonprofit selected a baseline target based on the location of each municipality. The canopy target for a grassland, for instance, is about 20%, but for a desert region, it would be only 15%. 

Step 3: The canopy target is then adjusted based on population density to estimate a neighborhood goal. 

Step 4: Once they know the adjusted canopy goal for each neighborhood, they subtracted the existing canopy from it to determine the neighborhood canopy gap. 

Step 5: American Forests next considered income, employment, race, age, climate and health to create the Priority Index. This metric helps to identify the areas most in need of tree planting. 

Step 6: Finally, they simply multiplied the neighborhood canopy gap score by the Priority Index to calculate the Tree Equity Score. A lower Tree Equity Score indicates a greater priority for closing the tree canopy gap.

American Forests gathered all of their data into a map you can view here

GIS Grows Future Prosperity

This analysis of tree inequality has revealed the extent of the issue. Nationally, some 522 million new trees are needed for every city to reach a score of 100, which may sound daunting, but with the Tree Equity Score map, we’ll know exactly where these new trees need to be planted. Planting so many trees could also lead to the creation of more than 3.8 million jobs, curb air pollution by 56,613 tons of particulates each year and remove 9.3 million tons of carbon from the atmosphere. 

The Tree Equity Score project is an excellent example of how, with the right data and GIS technology, we’re not only able to learn more about the world around us, but we’re able to visualize and share that information with others. If you’re searching for a better way to show off the land and all of its attributes, Land id’s (formerly MapRight) mapping software is a good place to start. Our web and mobile app features seven different GIS base layers, two dozen Land id™ layers and countless styling and customization options. 

Whether you work in real estate, engineering, agriculture, forestry, energy or government, our platform makes it easy to create data-packed, interactive maps that you can share with anyone. To see what Land id™ is capable of, sign up for the 7-day free trial today, and make your first map in minutes. 

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Remove The Guesswork With The Best Real Estate Appraisal Software Available

Land IdRemove The Guesswork With The Best Real Estate Appraisal Software Available


By Land id

Jun 27, 2023

Lenders require appraisals primarily for one reason: since the home will act as collateral for the mortgage, they want to make sure they aren’t giving the borrower more money than the house is worth. Similarly, you’ll be hard-pressed to find a buyer who’s willing to overpay for a home; if the sale is already in progress, a lower appraisal than expected could derail the entire process. 

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Land id™ Maps: A Homebuilder's Ultimate Tool for Development

Land IdLand id™ Maps: A Homebuilder's Ultimate Tool for Development


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Homebuilders are constantly seeking innovative tools that will help them identify and evaluate potential properties for future development. Land id™ is a revolutionary and versatile land-mapping product that developers like Hurdle Land & Realty are currently leveraging...

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