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.
Question 1 of 8
What visual change in coral does an AI bleaching detector primarily look for?
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- 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
- Which widely used tool applies machine learning to auto-annotate benthic survey photos?
- TensorFlow Reef
- CoralNet
- DeepBlue
- SeaScan
- 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
- What does the Allen Coral Atlas primarily combine with AI?
- Tide gauge readings
- Fishing-boat logbooks
- Diver heart-rate data
- Satellite imagery
- 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
- 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
- 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
- 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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