Guide-linked quiz · Medium Level

AI in Coral Reef Monitoring Quiz

Explore AI reef-monitoring workflows, from CoralNet image labels and bleaching cues to satellite sea-surface temperatures and cover estimates.

Related guide pathsAI In Coral Reef Monitoring
Question 1 of 8

What visual change in coral does an AI bleaching detector primarily look for?

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  1. What visual change in coral does an AI bleaching detector primarily look for?
    • A shift toward pale, white, low-saturation tissue
    • Increased green algal cover on the coral
    • A drop in water temperature around the coral
    • Growth of new coral branches
  2. Which widely used tool applies machine learning to auto-annotate benthic survey photos?
    • TensorFlow Reef
    • CoralNet
    • DeepBlue
    • SeaScan
  3. What is a major reason AI is needed for reef monitoring?
    • Coral reefs are too cold for human divers
    • Satellites cannot photograph the ocean
    • Imagery from cameras and AUVs vastly exceeds what humans can label by hand
    • Coral does not change over time
  4. What does the Allen Coral Atlas primarily combine with AI?
    • Tide gauge readings
    • Fishing-boat logbooks
    • Diver heart-rate data
    • Satellite imagery
  5. Why is 'domain shift' a challenge for reef-classification models?
    • Water clarity, lighting, and camera color vary widely across sites
    • Reefs are always photographed at the same depth
    • Coral species are identical worldwide
    • AI cannot process color images
  6. Besides imagery, what emerging data source can AI use to assess reef health?
    • The phase of the moon
    • The reef's underwater soundscape
    • The number of nearby ships
    • Ocean salinity alone
  7. Which satellite-derived variable can be combined with reef imagery to flag bleaching risk?
    • The amount of traffic on nearby roads
    • The average height of coastal buildings
    • Sea-surface temperature and related heat-stress measures
    • The number of boats registered in the reef region
  8. What benthic cover information can reef classifiers estimate from survey photos?
    • Only the water's salinity and pH
    • The total number of fish species in the ocean
    • The age of every coral colony in years
    • Percent cover of live coral, algae, sand, and rubble

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