Current location:entertainment >>
Researchers develop deep
entertainment4People have gathered around
IntroductionChinese researchers have proposed a novel hybrid deep-learning model to address streamflow forecasti ...
Chinese researchers have proposed a novel hybrid deep-learning model to address streamflow forecasting for water catchment areas at a global scale, with a view to improving flood prediction, according to a recent research article published in the journal The Innovation.
Streamflow and flood forecasting remains one of the long-standing challenges in hydrology. Traditional physically based models are hampered by sparse parameters and complex calibration procedures particularly in ungauged catchments.
More than 95 percent of small and medium-sized water catchments in the world lack monitoring data, according to the Chinese Academy of Sciences (CAS).
Researchers from the Institute of Mountain Hazards and Environment of the CAS used the datasets of more than 2,000 catchments around the world to conduct model training in order to cope with streamflow forecasting at a global scale for all gauged and ungauged catchments.
The distribution of these catchments was significantly different, ensuring the diversity of data.
The results show that the forecasting accuracy of the model was higher than traditional hydrological models and other AI models.
The study demonstrated the potential of deep-learning methods to overcome the lack of hydrologic data and deficiencies in physical model structure and parameterization, the research article noted.
Tags:
Reprint:Friends are welcome to share on the Internet, but please indicate the source of the article when reprinting it.“Culture Circuit news portal”。http://andorra.graduatethesis.org/content-09f199800.html
Related articles
Prince Harry celebrates Invictus Games in London but won't see his father, King Charles III
entertainmentLONDON (AP) — Prince Harry arrived in London on Tuesday to mark the 10th anniversary of the Invictus ...
Read moreGLOBALink
entertainmentContact Us HomeNewsHighlightACWF NewsSocietyWom ...
Read moreChina Aims to Build More Pocket Parks in 2022
entertainmentContact Us HomeNewsHighlightACWF NewsSocietyWom ...
Read more
Popular articles
- Liberal icon Bernie Sanders is running for Senate reelection, squelching retirement rumors
- China's Subsistence Allowance Covers 14 Million Elderly Citizens: Ministry
- China Opens Women's Volleyball Worlds with Straight
- Ancient noble tomb found in east China's Jiangsu
- Rain cheque: The Singapore hotel that will pay YOU if there's a downpour
- National Great Craftsman Forum Opens in Changsha, C China
Latest articles
Michelle Williams puts on a leggy display in thigh
Seventh China
China Aims to Build More Pocket Parks in 2022
Xinhua Headlines: 9 Years on, Economic Ties Closer Among Belt and Road Countries
Living literally on the edge! Drone footage shows 18th century three
China Opens Women's Volleyball Worlds with Straight
LINKS
- PGA Championship invites 7 LIV players to get top 100 in the world
- Woman identified as person killed in fall at daughter's Ohio State graduation
- How to drastically slash your odds of getting Alzheimer's
- Ben Affleck did NOT get plastic surgery ahead of Tom Brady's Netflix roast
- After special teams play keyed Rangers' series
- Swayman stops 38 shots, Bruins roll past Panthers 5
- Mother throws her disabled six
- Newly arrived illegal immigrant kidnaps an 11
- South Carolina lawmakers rekindle bill limiting how topics like race are taught
- Instacart partners with Uber Eats to offer restaurant deliveries