Artificial Intelligence and Its Application in Numerical Weather Prediction

SA Soldatenko - Russian Meteorology and Hydrology, 2024 - Springer
Artificial intelligence is one of the most popular, frequently discussed, and, meanwhile,
ambiguous and controversial metaphorical concepts, which defines a scientific direction in …

РЕШЕНИЯ ЗАДАЧ И ОБЩИЙ ПОДХОД К ПРОГНОЗИРОВАНИЮ С ПОМОЩЬЮ НЕЙРОННЫХ СЕТЕЙ

АК Альжанов, ЗА Кутпанова, ИИ Гайнуллина… - … Scientific and Practical …, 2017 - elibrary.ru
РЕШЕНИЯ ЗАДАЧ И ОБЩИЙ ПОДХОД К ПРОГНОЗИРОВАНИЮ С ПОМОЩЬЮ
НЕЙРОННЫХ СЕТЕЙ КОРЗИНА ПОИСК НАВИГАТОР СЕССИЯ КОНТАКТЫ …

[PDF][PDF] Application of meteoinformatics for the analysis of weather forecast data

M Coman, G Taro, B Cioruţa - AFASES International Conference, Braşov, 2011 - ns.afahc.ro
In the context of the sustainable development, with strict observation of the environment
protection required, the meteorological information are used in the spectrum for a modern …

Statistical Postprocessing of the Output from Numerical Weather Prediction System

TV Khotsanyan, VG Sahakyan… - Mathematical Problems of …, 2010 - mpcs.sci.am
This article is devoted to the investigation of relation between really observed
meteorological parameters and the forecast of the same parameters produced by a …

Artificial intelligence methods in aviation specialist training for the analysis and transmission of operational meteorological information

SI Rudas, EA Znakovska, DI Bondarev - Handbook of research on …, 2020 - igi-global.com
The authors present methods for the application of artificial intelligence for operational
meteorological information (OPEC). The means of communication for distribution of …

Forecasting meteorological indicators based on neural networks

V Kan, O Alsova - 2022 IEEE International Multi-Conference on …, 2022 - ieeexplore.ieee.org
The results of the development, software implementation and study of the applicability of the
neural models for the prediction of meteorological indicators are presented in this paper …

Solving Some Problems of Predictive Analytics for Time Series Data

I Botygin, A Sherstneva, V Sherstnev - Computer Science On-line …, 2022 - Springer
Approaches for constructing an additive regression model and a seasonally integrated
autoregressive-moving average model were considered. Experiments were aimed at …

Adaptive weather forecasting based on local characteristics of the territory

RV Sharapov - International Russian Automation Conference, 2021 - Springer
At present, global models describing the dynamics of the atmosphere, such as GFS, NAM,
ECMWF, UkMet and others, are actively used to compile weather forecasts. Modern global …

Satellite Data Processing for Hydrometeorologal Research with the Use of Neural Network Technologies: The Approaches Used at Planeta State Research Center on …

VD Bloshchinskiy, AI Andreev, LS Kramareva… - Russian Meteorology …, 2024 - Springer
The paper presents an experience of using artificial intelligence techniques, in particular,
neural networks to solve relevant problems of hydrometeorology. The results of the …

Intelligent agent for weather parameters prediction

J Mazurkiewicz, T Walkowiak, J Sugier… - … On Dependability And …, 2019 - Springer
The paper shows how the typical and not sophisticated topology of the neural network
trained by easily implemented gradient method can fulfil the practical needs of the intelligent …