* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Thursday, June 19, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    ‘Wheel of Fortune’: Amputee Wins $60,000 After Breaking Incredible ‘Curse’ – Hastings Tribune

    Wheel of Fortune’ Amputee Breaks Incredible ‘Curse’ to Win $60,000!

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    Safety concerns in Deep Ellum create apprehension as the entertainment district gains visitors – CBS News

    Safety Concerns Surge Amid Deep Ellum’s Booming Popularity and Growing Crowds

    Elisabeth Moss’ ‘Handmaid’s Tale’ Emmy chances, by the numbers – Yahoo

    Elisabeth Moss’ ‘Handmaid’s Tale’ Emmy chances, by the numbers – Yahoo

    ‘Gangs of London’ Producer Explains Season 3 Deaths, Hypes Season 4 – Citizen Tribune

    Gangs of London’ Producer Reveals Shocking Season 3 Deaths and Teases Exciting Season 4

    The Iconic Missouri Diner That Gives You A Taste Of Live Entertainment With Your Meal – Yahoo

    Savor Delicious Meals While Enjoying Live Entertainment at Missouri’s Iconic Diner

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    $1 Billion Problem: New Technology Could Save Your Daily Cup of Coffee – SciTechDaily

    The $1 Billion Challenge: How New Technology Could Rescue Your Daily Cup of Coffee

    Canada’s construction industry gets serious about investing in technology as pressure mounts to do more with less – Yahoo Finance

    Canada’s Construction Industry Accelerates Tech Investments to Overcome Growing Challenges and Boost Efficiency

    Workforce Technology Eases Staffing Shortages in Rural Health Care – AJMC

    Workforce Technology Eases Staffing Shortages in Rural Health Care – AJMC

    Get the lead out: Putting new at-home lead testing technology to the test | Denver7 Investigates – Denver7

    Putting the Latest At-Home Lead Testing Technology to the Ultimate Test

    Further Upside For Aeries Technology, Inc (NASDAQ:AERT) Shares Could Introduce Price Risks After 27% Bounce – simplywall.st

    Further Upside For Aeries Technology, Inc (NASDAQ:AERT) Shares Could Introduce Price Risks After 27% Bounce – simplywall.st

    Editor’s Pick: 9 Books on Technology – The Gospel Coalition

    9 Must-Read Books That Will Completely Transform How You Understand Technology

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    ‘Wheel of Fortune’: Amputee Wins $60,000 After Breaking Incredible ‘Curse’ – Hastings Tribune

    Wheel of Fortune’ Amputee Breaks Incredible ‘Curse’ to Win $60,000!

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    Safety concerns in Deep Ellum create apprehension as the entertainment district gains visitors – CBS News

    Safety Concerns Surge Amid Deep Ellum’s Booming Popularity and Growing Crowds

    Elisabeth Moss’ ‘Handmaid’s Tale’ Emmy chances, by the numbers – Yahoo

    Elisabeth Moss’ ‘Handmaid’s Tale’ Emmy chances, by the numbers – Yahoo

    ‘Gangs of London’ Producer Explains Season 3 Deaths, Hypes Season 4 – Citizen Tribune

    Gangs of London’ Producer Reveals Shocking Season 3 Deaths and Teases Exciting Season 4

    The Iconic Missouri Diner That Gives You A Taste Of Live Entertainment With Your Meal – Yahoo

    Savor Delicious Meals While Enjoying Live Entertainment at Missouri’s Iconic Diner

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    $1 Billion Problem: New Technology Could Save Your Daily Cup of Coffee – SciTechDaily

    The $1 Billion Challenge: How New Technology Could Rescue Your Daily Cup of Coffee

    Canada’s construction industry gets serious about investing in technology as pressure mounts to do more with less – Yahoo Finance

    Canada’s Construction Industry Accelerates Tech Investments to Overcome Growing Challenges and Boost Efficiency

    Workforce Technology Eases Staffing Shortages in Rural Health Care – AJMC

    Workforce Technology Eases Staffing Shortages in Rural Health Care – AJMC

    Get the lead out: Putting new at-home lead testing technology to the test | Denver7 Investigates – Denver7

    Putting the Latest At-Home Lead Testing Technology to the Ultimate Test

    Further Upside For Aeries Technology, Inc (NASDAQ:AERT) Shares Could Introduce Price Risks After 27% Bounce – simplywall.st

    Further Upside For Aeries Technology, Inc (NASDAQ:AERT) Shares Could Introduce Price Risks After 27% Bounce – simplywall.st

    Editor’s Pick: 9 Books on Technology – The Gospel Coalition

    9 Must-Read Books That Will Completely Transform How You Understand Technology

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Science

Rogue Waves: Predicting the Unpredictable With Advanced Neural Networks

July 18, 2024
in Science
Rogue Waves: Predicting the Unpredictable With Advanced Neural Networks
Share on FacebookShare on Twitter

By Scientific Reports July 18, 2024

Giant Rogue Wave Concept Illustration

Researchers have developed a neural network-based tool that predicts the emergence of rogue waves up to five minutes before they occur, using data from sea surface elevation measurements. Credit: SciTechDaily.com

A new tool leveraging neural network technology can predict rogue waves up to five minutes in advance with 75% accuracy, using data from ocean buoys. This could help enhance safety measures for maritime and offshore activities.

A new tool that can be used to predict the emergence of unusually large and unpredictable waves at sea — known as rogue waves — up to five minutes into the future is presented in a study published today (July 18) in the journal Scientific Reports. The authors suggest that the tool could be used to issue advance warnings to ships and offshore platforms to enable those working on them to seek shelter, perform emergency shutdowns, or maneuver to minimize the impacts of approaching rogue waves.

Development and Training of the Neural Network

The tool developed by Thomas Breunung and Balakumar Balachandran consists of a neural network that has been trained to distinguish ocean waves that will be followed by rogue waves, from those that will not. The authors trained the neural network using a dataset consisting of 14 million 30-minute-long samples of sea surface elevation measurements from 172 buoys located near the shores of the continental United States and the Pacific Islands. They used their tool to predict the emergence of rogue waves using a separate dataset consisting of 40,000 sea surface elevation measurements from the same buoys.

Predictive Performance and Potential Improvements

The researchers discovered that their tool was able to correctly predict the emergence of 75% of rogue waves one minute into the future and 73% of rogue waves five minutes into the future. The tool was also able to predict the emergence of rogue waves near two buoys not included within the datasets used in training with 75% accuracy one minute into the future. This highlights that the tool may be capable of predicting rogue waves at new locations.

Future Directions in Rogue Wave Forecasting

The scientists suggest that the accuracy and advance warning time of their tool’s forecasts could be further improved by incorporating water depth, wind speed, and wave location data. Future research could also enable the heights of upcoming rogue waves or the times at which they may emerge to be predicted, they add.

Reference: “Prediction of freak waves from buoy measurements” 18 July 2024, Scientific Reports.
DOI: 10.1038/s41598-024-66315-3

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : SciTechDaily – https://scitechdaily.com/rogue-waves-predicting-the-unpredictable-with-advanced-neural-networks/

Tags: Roguesciencewaves
Previous Post

NASA’s CURIE Mission To Unravel the Sun’s Cryptic Radio Riddles

Next Post

Biological Beacons: How Oyster Sanctuaries Are Guiding Ecological Restoration in Chesapeake Bay

Child From World’s Oldest Burial Was Neanderthal-Homo Sapiens Hybrid – IFLScience

Child From World’s Oldest Burial Was Neanderthal-Homo Sapiens Hybrid – IFLScience

June 19, 2025
Do medicinal mushroom products actually work? – podcast – The Guardian

Do Medicinal Mushroom Products Really Work? Uncover the Truth!

June 19, 2025
Fish don’t mind bad weather; neither should you – The Inquirer and Mirror

How Fish Thrive in Bad Weather-and How You Can Too

June 19, 2025
FIFA reveals 1.5 million ticket sales in wake of sparse Club World Cup attendance – USA Today

FIFA Celebrates 1.5 Million Tickets Sold Despite Club World Cup’s Surprising Attendance Dip

June 19, 2025
Watch US Economy is Still Resilient, Rockefeller’s Fleming Says – Bloomberg

Watch US Economy is Still Resilient, Rockefeller’s Fleming Says – Bloomberg

June 19, 2025
Federal judge temporarily blocks Trump, RFK Jr. cuts to Columbus Public Health funding – The Columbus Dispatch

Federal Judge Halts Trump and RFK Jr.’s Funding Cuts to Columbus Public Health

June 19, 2025
US seizes record $225 million from crypto investment scammers – CNN

US Authorities Crack Down on Major Crypto Scam, Seizing Record $225 Million

June 19, 2025
$1 Billion Problem: New Technology Could Save Your Daily Cup of Coffee – SciTechDaily

The $1 Billion Challenge: How New Technology Could Rescue Your Daily Cup of Coffee

June 19, 2025
Notre Dame Football Midweek Mailbag – Yahoo Sports

Inside Notre Dame Football: Answers to Your Midweek Mailbag Questions

June 19, 2025
A Dino’s Last Dinner And Eavesdropping Birds | Science Friday – WNYC Studios | Podcasts

A Dino’s Last Dinner And Eavesdropping Birds | Science Friday – WNYC Studios | Podcasts

June 18, 2025

Categories

Archives

June 2025
MTWTFSS
 1
2345678
9101112131415
16171819202122
23242526272829
30 
« May    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (692)
  • Economy (706)
  • Entertainment (21,609)
  • General (15,458)
  • Health (9,748)
  • Lifestyle (713)
  • News (22,149)
  • People (710)
  • Politics (713)
  • Science (15,926)
  • Sports (21,204)
  • Technology (15,693)
  • World (687)

Recent News

Child From World’s Oldest Burial Was Neanderthal-Homo Sapiens Hybrid – IFLScience

Child From World’s Oldest Burial Was Neanderthal-Homo Sapiens Hybrid – IFLScience

June 19, 2025
Do medicinal mushroom products actually work? – podcast – The Guardian

Do Medicinal Mushroom Products Really Work? Uncover the Truth!

June 19, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version