Standard

On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting. / Станкова, Елена Николаевна; Токарева, Ирина Олеговна.

Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. ed. / A Golovkina; N Smirnov. Springer Nature, 2022. p. 777-783 (Lecture Notes in Control and Information Sciences ).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Harvard

Станкова, ЕН & Токарева, ИО 2022, On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting. in A Golovkina & N Smirnov (eds), Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. Lecture Notes in Control and Information Sciences , Springer Nature, pp. 777-783, Stability and Control Processes: International Conference Dedicated to the Memory of Professor Vladimir Zubov, Saint Petersburg, Russian Federation, 5/10/20. https://doi.org/10.1007/978-3-030-87966-2_89

APA

Станкова, Е. Н., & Токарева, И. О. (2022). On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting. In A. Golovkina, & N. Smirnov (Eds.), Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov (pp. 777-783). (Lecture Notes in Control and Information Sciences ). Springer Nature. https://doi.org/10.1007/978-3-030-87966-2_89

Vancouver

Станкова ЕН, Токарева ИО. On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting. In Golovkina A, Smirnov N, editors, Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. Springer Nature. 2022. p. 777-783. (Lecture Notes in Control and Information Sciences ). https://doi.org/10.1007/978-3-030-87966-2_89

Author

Станкова, Елена Николаевна ; Токарева, Ирина Олеговна. / On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting. Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. editor / A Golovkina ; N Smirnov. Springer Nature, 2022. pp. 777-783 (Lecture Notes in Control and Information Sciences ).

BibTeX

@inproceedings{974a9b768c78478baec4a4e88ec7d1dd,
title = "On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting",
abstract = "The paper explores the possibility of forecasting such dangerous meteorological phenomena as a thunderstorm by applying a neural network to the output data of a hydrodynamic model that simulates dynamic and microphysical processes in convective clouds. The results show that the use of the proposed approach allows us to achieve a forecast accuracy of 91.6%. This accuracy was obtained using one of the perceptron complexes.",
author = "Станкова, {Елена Николаевна} and Токарева, {Ирина Олеговна}",
note = "Stankova E., Tokareva I. (2022) On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting. In: Smirnov N., Golovkina A. (eds) Stability and Control Processes. SCP 2020. Lecture Notes in Control and Information Sciences - Proceedings. Springer, Cham. https://proxy.library.spbu.ru:2060/10.1007/978-3-030-87966-2_89; Stability and Control Processes: International Conference Dedicated to the Memory of Professor Vladimir Zubov : Dedicated to the Memory of Professor Vladimir Zubov, SCP2020 ; Conference date: 05-10-2020 Through 09-10-2020",
year = "2022",
doi = "10.1007/978-3-030-87966-2_89",
language = "English",
isbn = "978-3-030-87965-5",
series = "Lecture Notes in Control and Information Sciences ",
publisher = "Springer Nature",
pages = "777--783",
editor = "A Golovkina and N Smirnov",
booktitle = "Stability and Control Processes",
address = "Germany",
url = "http://www.apmath.spbu.ru/scp2020/, http://www.apmath.spbu.ru/scp2020/ru/main/, http://www.apmath.spbu.ru/scp2020/eng/program/#schedule, https://link.springer.com/conference/scp",

}

RIS

TY - GEN

T1 - On the Possibility of Using Neural Networks for the Specific Problems of Meteorological Forecasting

AU - Станкова, Елена Николаевна

AU - Токарева, Ирина Олеговна

N1 - Conference code: 4

PY - 2022

Y1 - 2022

N2 - The paper explores the possibility of forecasting such dangerous meteorological phenomena as a thunderstorm by applying a neural network to the output data of a hydrodynamic model that simulates dynamic and microphysical processes in convective clouds. The results show that the use of the proposed approach allows us to achieve a forecast accuracy of 91.6%. This accuracy was obtained using one of the perceptron complexes.

AB - The paper explores the possibility of forecasting such dangerous meteorological phenomena as a thunderstorm by applying a neural network to the output data of a hydrodynamic model that simulates dynamic and microphysical processes in convective clouds. The results show that the use of the proposed approach allows us to achieve a forecast accuracy of 91.6%. This accuracy was obtained using one of the perceptron complexes.

UR - https://proxy.library.spbu.ru:2096/chapter/10.1007/978-3-030-87966-2_89

UR - https://www.mendeley.com/catalogue/3dad980d-0b9b-361f-8f5a-c1bc357466b0/

U2 - 10.1007/978-3-030-87966-2_89

DO - 10.1007/978-3-030-87966-2_89

M3 - Conference contribution

SN - 978-3-030-87965-5

T3 - Lecture Notes in Control and Information Sciences

SP - 777

EP - 783

BT - Stability and Control Processes

A2 - Golovkina, A

A2 - Smirnov, N

PB - Springer Nature

T2 - Stability and Control Processes: International Conference Dedicated to the Memory of Professor Vladimir Zubov

Y2 - 5 October 2020 through 9 October 2020

ER -

ID: 93717444