Current location:Stellar Standpoint news portal > business
Researchers develop deep
Stellar Standpoint news portal2024-05-08 21:55:14【business】2People 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://mayotte.intifocus.com/news-98e499479.html
Very good!(98)
Related articles
- Islamic Jihad commander killed in Rafah: Israeli army
- 'English pigs', devil
- Dedicated Shopkeeper Goes Extra Mile
- Chinese Artistic Swim Sister Duo Bags Back
- Zelensky 'assassination plot foiled' as Ukraine detains two of its own counter
- Pic Story of Rural Video Blogger in SW China's Sichuan
- Overseas Returnee Inherits, Revitalizes Traditional Craft
- Woman Devoted to Maliu Folk Embroidery Preservation
- Judge dismisses lawsuit by mother who said school hid teen's gender expression
- Chinese paddlers shine at WTT Champions Incheon
Popular articles
Recommended
Xi chairs symposium on boosting development of China's western region in new era
CBA: Liaoning clinch best regular season record
Dream Maker in Rice Fields
China's Teenager Xu Wins 3rd Gold at Artistic Swimming World Cup
Scenes from Israel and Gaza reflect dashed hopes as imminent cease
China's city of future preserves tradition, nostalgia
Taiwan Doctor Participates in Nucleic Acid Testing in Tianjin
China expects 17.5 mln rail passenger trips on first day of Qingming Festival holiday
Links
- Wrexham eyes another promotion, this time to 3rd tier of English soccer
- Jazz beats Clippers 110
- Devonte' Graham and the Spurs stun the Nuggets, who fall into a three
- Anonymous accounts use right
- US Steel shareholders approve takeover by Japan's Nippon Steel opposed by Biden administration
- Oil and gas companies must pay more to drill on federal lands under new Biden administration rule
- Judge in Trump’s classified files case agrees to protect witness identities
- Coyotes players informed the team is expected to move to Salt Lake City, AP source says
- Butler hits home run, winning single to lift A's to 2
- Matias Maccelli scores in OT as Coyotes beat Oilers 3