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Data Interview Question

Oil Tank Height via Satellite Imagery

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Requirements Clarification & Assessment

  1. Objective Understanding:

    • Determine the height of oil storage tanks using satellite imagery.
    • Identify the constraints and data availability for accurate measurement.
  2. Clarifying Questions:

    • What is the resolution and quality of the satellite imagery?
    • Is there access to metadata such as satellite zenith angles and sun elevation angles?
    • Are multiple images from different angles available?
    • Is the tank's shape known (e.g., cylindrical)?
    • What is the required accuracy of the height measurement?
  3. Assumptions:

    • The tanks are cylindrical and have distinguishable shadows.
    • Satellite images are high-resolution and include metadata.
    • Sufficient lighting is available to cast discernible shadows.
  4. Data Requirements:

    • High-resolution satellite images.
    • Satellite metadata including zenith and sun elevation angles.
    • Access to topographic maps or elevation data if available.
  5. Constraints:

    • Limited access to multiple angle images.
    • Potential obstructions or distortions in images.