Current location:Global Gleam news portal > business
Researchers develop deep
Global Gleam news portal2024-05-08 16:41:02【business】1People 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://estonia.diagnosticsonar.com/html-54e199755.html
Very good!(943)
Related articles
- Met Gala 2024: Ariana Grande puts on an ethereal display in mother of pearl gown and dramatic make
- Stranded livestock land in Australia after Red Sea turn
- Could the genocide case against Israel at the UN's top court have an impact on the war in Gaza?
- Hamas weighs ceasefire proposal
- China moves to tighten university lab safety management
- Prime Minister Christopher Luxon corrects himself on Gaza statement
- Biden: US will defend Philippines if vessels are attacked — Radio Free Asia
- Greek vessel hit by missile in Red Sea attack
- China unveils national industry standards for managing social organizations
- Parents 'frustrated' by not knowing how students compare to others nationally
Popular articles
Recommended
Irina Shayk shines in a Swarovski gown at the 2024 Met Gala
Mouse filmed tidying up man's shed every night
Number of reported scams drops, but 'underreporting is still happening'
Rare Star Wars Jawa figure found in loft sells for NZ$40,000
Bayern without fans against Arsenal, Dortmund facing knockout monsters Atletico
Australian town of Marble Bar clocks 26 consecutive days over 43 degrees Celsius
Nine apologises for using digitally altered image of Animal Justice Party MP Georgie Purcell
Severe heatwave in eastern Australia to bring hottest weather in four years to NSW
Links
- Arizona is boosting efforts to protect people from the extreme heat after hundreds died last summer
- Victoria Beckham shares pictures from husband David's 49th birthday at Cantonese restaurant
- The Canucks ready for all
- Kim Kardashian flaunts her famous curves in barely
- Kim Kardashian wears long blonde wig for pouty selfie after surprising fans with bra size reveal
- Laverne Cox dons fascinator and cleavage
- Ashley Graham and Sam Smith go head
- Khloe Kardashian shows off her curves in form
- Six Million Dollar Man star Lee Majors, is 85! See how great the actor
- Ben Yedder scores two as Monaco beats Clermont 4