Current location:world >>
Researchers develop deep
world6People 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.“World Wanderer news portal”。http://djibouti.ultrasupramonte.com/content-65e199744.html
Related articles
Kenvue, Crocs rise; Disney, Teradata fall, Tuesday, 5/7/2024
worldStocks that traded heavily or had substantial price changes on Tuesday:The Walt Disney Co., down $11 ...
【world】
Read moreDenver beats Boston College 2
worldST. PAUL, Minn. (AP) — Jared Wright and Rieger Lorenz scored second-period goals, Matt Davis had 35 ...
【world】
Read moreRohingya ordered by Myanmar officer to ‘fight for our faith’ — Radio Free Asia
worldJust before midnight on Feb. 25, Ali opened his door to see junta soldiers pointing guns at him. Mya ...
【world】
Read more
Popular articles
- Zendaya pulls out all the stops in THREE edgy ensembles
- Int'l ministerial meeting calls for peace in Gaza
- Chinese companies break ground on Serbia's expressway
- Indian gov't decides to extend food security scheme for 5 years
- China to ease tour restrictions for festival
- 3 people found shot to death in central Indiana apartment complex
Latest articles
China to ease tour restrictions for festival
Unmasking the reality behind US economic data
Dubois, Roy end long goal droughts to propel Kings to 3
Chinese border port Hunchun's cargo volumes set record high in Q1
Arrested US soldier awaiting hearing in Russia on theft charges
How to get rid of NYC rats without brutality? Birth control is one idea
LINKS
- Chen, Marin advance to semis of BWF World Tour Finals
- China Issues Guideline to Strengthen Conservation of Water, Soil
- Highlights of BWF World Tour Finals 2023
- China Issues Special Stamps Marking Year of the Rabbit
- Update: China Unveils Shenzhou
- Beijing Central Axis to Compete for World Cultural Heritage Status
- Trade Fair Strengthens Win
- Update: China Unveils Shenzhou
- Xinhua Headlines: China Sees New Year Consumption Recovery, Eyes 2023 Growth
- InPics: New Year Fair Adds Happiness on Guizhou's 'Slow Trains'