Zobrazeno 1 - 10
of 286
pro vyhledávání: '"Precipitation Prediction"'
Autor:
Ahcene Bouach
Publikováno v:
Journal of Water and Climate Change, Vol 15, Iss 2, Pp 582-592 (2024)
The north-west region of Algeria, pivotal for the nation's water resources and agriculture, faces challenges from changing precipitation patterns due to climate change. In response, our study introduces a robust forecasting tool utilizing artificial
Externí odkaz:
https://doaj.org/article/098daa2a4f8145888b4ea4ff39f176ba
Publikováno v:
Journal of Hydrology: Regional Studies, Vol 56, Iss , Pp 101964- (2024)
Study region: Xinjiang is located in the mid-latitude region of Eurasia in northwestern China. Precipitation is predominantly concentrated in northern Xinjiang, while southern Xinjiang remains comparatively arid. Summer precipitation accounts for 54.
Externí odkaz:
https://doaj.org/article/2807ecf2221c47a48abac63c23215479
Publikováno v:
MethodsX, Vol 13, Iss , Pp 102792- (2024)
Understanding hydrological processes necessitates the use of modeling techniques due to the intricate interactions among environmental factors. Estimating model parameters remains a significant challenge in runoff modeling for ungauged catchments. Th
Externí odkaz:
https://doaj.org/article/9594f46ab56e4d9187072411eae92895
Autor:
Isa Ebtehaj, Hossein Bonakdari
Publikováno v:
Atmosphere, Vol 15, Iss 9, p 1082 (2024)
Accurate precipitation intensity forecasting is crucial for effective flood management and early warning systems. This study evaluates the performances of convolutional neural network (CNN) and long short-term memory (LSTM) models in predicting hourl
Externí odkaz:
https://doaj.org/article/cb165d41004341469776379c0a228037
Publikováno v:
EAI Endorsed Transactions on Energy Web, Vol 11 (2024)
In the field of modern weather prediction, the accurate classification is essential, impacting critical sectors such as agriculture, aviation, and water resource management. This research presents a weather forecasting model employing two influential
Externí odkaz:
https://doaj.org/article/cb79f7a8f1e04bd8bf94362f08327bfb
Publikováno v:
Journal of Flood Risk Management, Vol 17, Iss 1, Pp n/a-n/a (2024)
Abstract Precipitation plays a significant role in human society and the environment, and how large‐scale climatic features influence precipitation has obtained worldwide attention. The nonhomogeneous hidden Markov model (NHMM) is a typical method
Externí odkaz:
https://doaj.org/article/2aa31649801f480d92797d12369eb4a9
Publikováno v:
Water Science and Technology, Vol 88, Iss 4, Pp 1015-1038 (2023)
The accurate forecasting of precipitation in the upper reaches of the Yellow River is imperative for enhancing water resources in both the local and broader Yellow River basin in the present and future. While many models exist for predicting precipit
Externí odkaz:
https://doaj.org/article/210b1f4747f74c308848f50631fadebb
Publikováno v:
Atmosphere, Vol 15, Iss 3, p 329 (2024)
Due to the complexity and uncertainty of meteorological systems, traditional precipitation forecasting methods have certain limitations. Therefore, based on the common characteristics of meteorological data, a precipitation forecasting model named Mu
Externí odkaz:
https://doaj.org/article/a270dfee42994b7792dce4e1f7553019
Autor:
Ewerton Cristhian Lima de Oliveira, Antonio Vasconcelos Nogueira Neto, Ana Paula Paes dos Santos, Claudia Priscila Wanzeler da Costa, Julio Cezar Gonçalves de Freitas, Pedro Walfir Martins Souza-Filho, Rafael de Lima Rocha, Ronnie Cley Alves, Vânia dos Santos Franco, Eduardo Costa de Carvalho, Renata Gonçalves Tedeschi
Publikováno v:
Frontiers in Climate, Vol 5 (2023)
Intense precipitation events pose a significant threat to human life. Mathematical and computational models have been developed to simulate atmospheric dynamics to predict and understand these climates and weather events. However, recent advancements
Externí odkaz:
https://doaj.org/article/c851868ef60b45f1ba3a91e890f121cb
Publikováno v:
Water Supply, Vol 22, Iss 12, Pp 9061-9072 (2022)
Scientific precipitation predicting is of great value and guidance to regional water resources development and utilization, agricultural production, and drought and flood control. Precipitation is a nonlinear, non-smooth time series with significant
Externí odkaz:
https://doaj.org/article/69f98c5b01e94f099184f817cc51edee