Global Geological And Climatic Events

What are Rogue Waves and how can AI help predict them?

Note4Students

From UPSC perspective, the following things are important :

Prelims level: Rogue Waves

Why in the News?

  • Rogue waves, unusually large waves compared to those before and after them, pose significant threats to ships, coastal and offshore infrastructure, and human lives.
    • Until now, there has been no method to forecast rogue waves.

What Are Rogue Waves?

  • Rogue waves are unusually large and unpredictable waves that are much larger than the surrounding waves.
  • They are often defined as waves that are at least twice the height of the surrounding waves.
  • Formation:
    • Rogue waves can form when swells from distant weather systems converge to create a single, amplified wave.
    • They may also form when ocean currents compress swells, creating strong, high waves.
  • Features:
    • Traditionally, rogue waves have been difficult to predict due to their sudden appearance and rare occurrence.
    • The lack of real-time forecasting methods has made it challenging to mitigate their impact effectively.

What is Sea State?

  • In oceanography, sea state refers to the condition of the surface of a large body of water at a specific location and time.
  • The World Meteorological Organization (WMO) sea state code characterizes sea state based on wave height on a scale of 0 (no waves) to 9 (waves over 14 meters).

Characteristics:

  • Unlike typical waves, rogue waves can appear suddenly and without warning.
  • They defy the average sea state, making them exceptionally dangerous.

Threats Posed by Rogue Waves:

(1) Shipping

  • For Ships and Vessels: Rogue waves pose a significant threat to ships and other vessels at sea. Their unexpected and massive size can lead to capsizing or severe damage.
  • For Offshore Infrastructure: Oil rigs, wind turbines, and other offshore structures can be heavily damaged or destroyed by rogue waves.

(2) Coastal Threats

  • Coastal Erosion: The sheer force of rogue waves can lead to accelerated coastal erosion, affecting beaches and shorelines.
  • Flooding: Rogue waves can cause sudden and severe coastal flooding, posing risks to coastal communities and ecosystems.

(3) Human Safety

  • Loss of Life: Rogue waves have been responsible for numerous fatalities. Between 2011 and 2018, rogue waves killed at least 386 people.
  • Property Damage: The impact of rogue waves on ships, coastal areas, and offshore structures can result in significant financial losses.

Advancements in Forecasting

  • University of Maryland mathematicians Thomas Breunung and Balakumar Balachandran have developed an artificial intelligence program capable of forecasting rogue waves.
  • The AI program was trained using billions of data points collected by a network of 172 ocean buoys.
  • The researchers analyzed 20-minute long samples recorded by ocean buoys.

 

PYQ:

[2017] At one of the places in India, if you stand on the seashore and watch the sea, you will find that the sea water recedes from the shore line a few kilometres and comes back to the shore, twice a day, and you can actually walk on the sea floor when the water recedes. This unique phenomenon is seen at:

(a) Bhavnagar

(b) Bheemunipatnam

(c) Chandipur

(d) Nagapattinam

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