The Spatial Signal

GEOSPATIAL · INFRASTRUCTURE · Signal 0233 · SEPTEMBER 24, 2026

Street-level imagery tracks survival of 2,884 planted Philadelphia trees

10 Sec Scan

Researchers used street-level imagery to monitor 2,884 planted street trees in Philadelphia over several years, linking survival outcomes to surrounding impervious surfaces, neighborhood social vulnerability and planting season.

What Changed

Researchers demonstrated multiyear survival monitoring using street-level imagery for 2,884 planted trees in Philadelphia. The analysis connected survival outcomes with site conditions, neighborhood characteristics and planting season.

The Signal

Tree planting programs depend on survival to deliver sustained shade and stormwater benefits, not simply on planting totals. Imagery-based monitoring can supply mortality data to help managers evaluate programs and inform site enhancements and early maintenance.

60 Sec Understand

A study in Arboriculture & Urban Forestry demonstrates how street-level imagery can support multiyear monitoring of planted urban trees, a task the authors describe as time-consuming in the field. Researchers tracked 2,884 street trees in Philadelphia and found that 7.5% were dead or removed by the first summer after planting. Mortality between the third and fourth summers was 3.5%. Logistic regression models associated higher survival with less surrounding impervious surface, lower neighborhood social vulnerability and fall rather than spring planting. These are associations, not proof of causation. For urban forestry managers, the findings support using survival monitoring to inform planting schedules, site improvements and establishment maintenance. The contribution is a demonstrated imagery-based monitoring approach, rather than a new automated detection system.

The Evidence

Evidence supplied by Arboriculture & Urban Forestry.

Signal Strength

MODERATE

Evidence Strength

HIGH

Technologies

Street-level imageryLogistic regression

Companies

Places

PhiladelphiaPennsylvaniaUnited States

Sources

Arboriculture & Urban Forestry

Original Source

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