Current location:Earthly Encounters news portal > world
Researchers develop deep
Earthly Encounters news portal2024-05-08 23:12:28【world】3People 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.
Address of this article:http://burkinafaso.cassettedesign.com/content-43c199766.html
Very good!(763)
Related articles
- FBI accused of 'altering or manipulating' Trump's Mar
- Beijing, Paris eye fruitful cooperation
- North China's Hebei launches new multimodal transport route to Central Asia
- Experts hail China
- Jennifer Lopez demands her 16
- Consumption expo in Hainan expected to bolster growth
- China Focus: Vibrant festival highlights cultural charm of various Chinese ethnic groups
- Protection efforts lift crested ibis population
- Ivankovic vows all
- China's role as global stabilizing force highlighted at MSC 2024
Popular articles
Recommended
Eflin allows 1 run in 7 innings as Rays beat White Sox 5
Xi, Honduran President Exchange Congratulations on 1st Anniversary of Ties
China's growth against odds raises world's hopes
The main forum of Global Digital Economy Conference 2023 Lhasa Summit was held
Where were Kanye West and Bianca Censori's Met Gala invites? As his ex
Chinese, Dominican Presidents Exchange Congratulations on 20th Anniversary of Diplomatic Ties
Von der Leyen makes bid for 2nd EU term
Xi stresses enhancing guarantee ability of land element for high
Links
- China draws with Singapore in 2026 FIFA World Cup qualifier
- China's top legislature concludes standing committee session
- Spring Festival spending highlights momentum of China's economy
- Liang seals narrow win as WTT Champions Incheon kick off
- Macao announces schedule for election of Chief Executive Election Committee
- Exploring ancient charms of Guizhou: A journey to Hongyang village
- Tyler Lussi keeps NC Courage undefeated at home in NWSL
- WADA astonished by 'politically motivated' allegations against Chinese swimmers
- Yanqing kicks off Chinese New Year celebration
- Instagram, Facebook. Which rivals would benefit if TikTok is banned?