Current location:business >>
Researchers develop deep
business38638People 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.“Earthly Echoes news portal”。http://maldives.videocameralive.com/news-09f799234.html
Related articles
Fallacies and facts about China's 'overcapacity'
businessRecent claims from some Western countries labeling China as having "overcapacity" lack sub ...
【business】
Read moreQinghai Lake starts to thaw
business(People's Daily Online) 10:33, March 29, 2024Photo shows thawing ice on the surface of Qinghai Lake ...
【business】
Read moreFrench bid to host 2030 Winter Olympics talks with Italy, Netherlands to stage speed skating
businessLAUSANNE, Switzerland (AP) — The favored French candidacy to host the 2030 Winter Olympics is in tal ...
【business】
Read more
Popular articles
- 42 Neolithic sites found in NE China
- A strong quarter for Wall Street lifts Goldman's first
- FIBA 3x3 Asia Cup 2024 men's quarterfinal match: China vs. Australia
- Sudden heavy rains in Oman kill at least 17 including schoolchildren whose bus was overtaken
- Hubei vows to boost high
- IOC, UEFA to monitor betting integrity ahead of major events
Latest articles
PGA Tour goes to Quail Hollow ahead of PGA Championship. Nelly Korda goes for 6 in a row
Nyingchi greets peach blossoms
LeBron James becomes first player to score 40000 points
World Asia Esports Championship scheduled for September in China
Hospital knife rampage leaves more than ten people dead or wounded in China
FIBA 3x3 Asia Cup 2024 men's quarterfinal match: China vs. Australia
LINKS
- (W.E.Talk) The Shanghai Cooperation Organization and “Oriental Wisdom”
- Big on barbecue, Zibo's star shines
- Xiplomacy: China, Algeria Mark Anniversary of Ties with Eyes on Stronger Partnership
- China's car market sees V
- News Analysis: U.S. hits technical recession, but many sectors remain healthy
- China lodges protests against Japan actions
- Chinese culture experience week held in Brazil
- Big on barbecue, Zibo's star shines
- Dramatic shift from Pacifism raises concern
- Small clique politics draws firm opposition