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July 14, 2026

literature-v3-2026-07-14July 14, 2026

Literature v3 · Research topic

Do Leafier Neighborhoods Mean Greener Climate Votes?

Find out if places with more tree cover are also more likely to support climate-friendly policies—using real satellite data and public opinion surveys.

Data DetectivePolicy ExplorerGreen Thinker
Zero-cost dataPollution and impacts
8 weeksIntermediate$0 public datasets · Supplies: laptop onlyPortfolio 6/10

Why this matters

Imagine your neighborhood park not only cools the air but also shapes how your community votes on climate policy. Yet, we know little about whether the green spaces we see on maps actually translate into public will for adaptation. This project bridges that gap by linking satellite-derived greenspace data with survey-based climate attitudes—no lab coat required.

Project scores

Originality7/10
Feasibility8/10
Impact3/10
Essay value6/10
Rigor6/10

Difficulty

Intermediate

This 8-week project is designed for high school students with a curiosity about environmental policy and data analysis. You will learn to work with satellite imagery (e.g., NDVI) and survey datasets, using basic statistical tools (e.g., correlation tests) in Excel or Python. The pace is steady: weeks 1-2 focus on data collection and cleaning, weeks 3-5 on analysis, and weeks 6-8 on interpretation

3 of 5 difficulty

Strengths

  • Combines environmental science with social science
  • Uses publicly available datasets (satellite and survey)
  • Addresses a timely policy-relevant question

Skills built

  • Geographic Information Systems (GIS) basics
  • Statistical analysis (correlation, regression)
  • Data visualization
  • Survey data interpretation
  • Scientific writing

Zero-cost data

Zero-cost data

Research gap

Imagine your neighborhood park not only cools the air but also shapes how your community votes on climate policy. Yet, we know little about whether the green spaces we see on maps actually translate into public will for adaptation. This project bridges that gap by linking satellite-derived greenspace data with survey-based climate attitudes—no lab coat required.

Curriculum alignment

Pollution and impactsUrbanization and land useData and informationScientific foundations of psychology

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