Current location:sport >>
Chinese scientists use machine learning for precise Antarctic sea ice prediction
sport432People have gathered around
IntroductionChinese scientists made accurate predictions regarding Antarctic sea ice for December 2023 to Februa ...
Chinese scientists made accurate predictions regarding Antarctic sea ice for December 2023 to February 2024 using deep learning methods.
The research team utilized a Convolutional Long Short-Term Memory (ConvLSTM) neural network to construct a seasonal-scale Antarctic sea ice prediction model.
Their forecast indicated that Antarctic sea ice would remain close to historical lows in February 2024, but there was less indication of it reaching a new record low. The predicted sea ice area (SIA) and sea ice extent (SIE) for February 2024 were 1.441 million square kilometers and 2.105 million square kilometers, respectively, slightly higher than the historic lows observed in 2023.
The team, led by researchers from Sun Yat-sen University and the Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), submitted their prediction results in December. The results were published in the journal Advances in Atmospheric Sciences in early February.
Their prediction was then validated by the latest satellite observations for February. The observed SIA and SIE values for February 2024 are 1.510 million square kilometers and 2.142 million square kilometers, respectively.
According to the researchers, the comparison between the predictions and observations indicates a remarkably close alignment. Furthermore, the sea ice area and extent from December to February fall within one standard deviation of the predicted values, underscoring the reliability of the forecasting system.
The successful comparison between the prediction and observation data validates the accuracy of the ConvLSTM model and its potential for reliable Antarctic sea ice forecasting, said the researchers.
"Our successful prediction not only underscores the significance of strengthening Antarctic sea ice prediction research but also demonstrates the substantial application potential of deep learning methods in this critical area," said Yang Qinghua, a professor of Sun Yat-sen University.
Tags:
Reprint:Friends are welcome to share on the Internet, but please indicate the source of the article when reprinting it.“Global Gestures news portal”。http://bolivia.arandomquote.com/news-3d399695.html
Related articles
Trump accepts a VP debate but wants it on Fox News. Harris has already said yes to CBS
sportNEW YORK (AP) — Donald Trump said Friday his campaign has accepted an invitation from Fox News for h ...
【sport】
Read moreAngela Rayner brands Rishi Sunak 'a pint
sportAngela Rayner mocked Rishi Sunak's height today as she came under pressure over her historic housing ...
【sport】
Read moreDoctors combine a pig kidney transplant and a heart device in a bid to extend woman's life
sportNEW YORK (AP) — Doctors have transplanted a pig kidney into a New Jersey woman who was near death, p ...
【sport】
Read more
Popular articles
- Investigators return to Long Island home of Gilgo Beach serial killing suspect
- Arizona lands Oakland star forward Trey Townsend out of transfer portal
- All rise! Former judge says 'pop
- Timberwolves take 2
- The fightback begins: Boss of London's Queen Mary University tells pro
- Attempt to expedite ethics probe of Minnesota state senator charged with burglary fails on tie vote
Latest articles
Insider Q&A: CIA's chief technologist's cautious embrace of generative AI
Dairy cattle must be tested for bird flu before moving between states, agriculture officials say
Youngkin will visit Europe for his third international trade mission as Virginia governor
Crown Princess Victoria of Sweden is the image of glamour in a flowing white gown
Candice Swanepoel stuns in a form
A portrait by Gustav Klimt has been sold for $32 million at an auction in Vienna
LINKS
- Art contributes to rural development of village in China's Inner Mongolia
- London Book Fair director calls for more cultural exchange
- China's demographic dividend is turning into talent dividend
- Annual Easter Parade and Bonnet Festival held in New York City
- Family who got their nine
- Article 20 still leads China's box office chart
- 2024 Chang'an Light Show starts in Xi'an
- Tribute to a terrorist... rector's tears for Palestine extremist at memorial
- Domestic comedy
- Children visit Beijing Auto Museum during winter vacation