Metadata
Interdisciplinary / Other Undergraduate Apply Medium
Metadata
  • Subject

    Interdisciplinary / Other

  • Education level

    Undergraduate

  • Cognitive goals

    Apply

  • Difficulty estimate

    Medium

  • Tags

    GIS, public health, urban heat islands, spatial analysis, mitigation strategies, environmental justice

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • Prompt

    Assess students' ability to apply GIS and public health datasets to identify and map urban heat island hotspots, analyze associations with demographic vulnerability and heat-related morbidity, evaluate data quality and methodological limitations, and design prioritized, equity-focused mitigation strategies (e.g., tree canopy, cool surfaces, shading, cooling centers). Expect justification of dataset choices, spatial analysis methods (e.g., LST mapping, hotspot analysis, spatial regression), intervention targeting, and metrics for monitoring and evaluation.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.