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Monte carlo simulation of non-stationary air temperature time-series. / Kargapolova, Nina.

SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. ред. / Floriano De Rango; Tuncer Oren; Mohammad S. Obaidat; Mohammad S. Obaidat. SciTePress, 2018. стр. 323-329 (SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications).

Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаяРецензирование

Harvard

Kargapolova, N 2018, Monte carlo simulation of non-stationary air temperature time-series. в F De Rango, T Oren, MS Obaidat & MS Obaidat (ред.), SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SciTePress, стр. 323-329, 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2018, Porto, Португалия, 29.07.2018. https://doi.org/10.5220/0006833403230329

APA

Kargapolova, N. (2018). Monte carlo simulation of non-stationary air temperature time-series. в F. De Rango, T. Oren, M. S. Obaidat, & M. S. Obaidat (Ред.), SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (стр. 323-329). (SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications). SciTePress. https://doi.org/10.5220/0006833403230329

Vancouver

Kargapolova N. Monte carlo simulation of non-stationary air temperature time-series. в De Rango F, Oren T, Obaidat MS, Obaidat MS, Редакторы, SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. SciTePress. 2018. стр. 323-329. (SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications). doi: 10.5220/0006833403230329

Author

Kargapolova, Nina. / Monte carlo simulation of non-stationary air temperature time-series. SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. Редактор / Floriano De Rango ; Tuncer Oren ; Mohammad S. Obaidat ; Mohammad S. Obaidat. SciTePress, 2018. стр. 323-329 (SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications).

BibTeX

@inproceedings{dd07b7f9af4f49deb42a297ee3c5113e,
title = "Monte carlo simulation of non-stationary air temperature time-series",
abstract = "Two numerical stochastic models of air temperature time-series are considered in this paper. The first model is constructed under the assumption that time-series are nonstationary. In the second model air temperature time-series are considered as a periodically correlated random processes. Data from real observations on weather stations was used for estimation of models' parameters. On the basis of simulated trajectories, some statistical properties of rare meteorological events, like sharp temperature drops or long-term temperature decreases in summer, are studied.",
keywords = "Air temperature, Model validation, Non-stationary random process, Periodically correlated process, Stochastic simulation, Temperature extremes",
author = "Nina Kargapolova",
year = "2018",
month = jan,
day = "1",
doi = "10.5220/0006833403230329",
language = "English",
series = "SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications",
publisher = "SciTePress",
pages = "323--329",
editor = "{De Rango}, Floriano and Tuncer Oren and Obaidat, {Mohammad S.} and Obaidat, {Mohammad S.}",
booktitle = "SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications",
note = "8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2018 ; Conference date: 29-07-2018 Through 31-07-2018",

}

RIS

TY - GEN

T1 - Monte carlo simulation of non-stationary air temperature time-series

AU - Kargapolova, Nina

PY - 2018/1/1

Y1 - 2018/1/1

N2 - Two numerical stochastic models of air temperature time-series are considered in this paper. The first model is constructed under the assumption that time-series are nonstationary. In the second model air temperature time-series are considered as a periodically correlated random processes. Data from real observations on weather stations was used for estimation of models' parameters. On the basis of simulated trajectories, some statistical properties of rare meteorological events, like sharp temperature drops or long-term temperature decreases in summer, are studied.

AB - Two numerical stochastic models of air temperature time-series are considered in this paper. The first model is constructed under the assumption that time-series are nonstationary. In the second model air temperature time-series are considered as a periodically correlated random processes. Data from real observations on weather stations was used for estimation of models' parameters. On the basis of simulated trajectories, some statistical properties of rare meteorological events, like sharp temperature drops or long-term temperature decreases in summer, are studied.

KW - Air temperature

KW - Model validation

KW - Non-stationary random process

KW - Periodically correlated process

KW - Stochastic simulation

KW - Temperature extremes

UR - http://www.scopus.com/inward/record.url?scp=85058422737&partnerID=8YFLogxK

U2 - 10.5220/0006833403230329

DO - 10.5220/0006833403230329

M3 - Conference contribution

AN - SCOPUS:85058422737

T3 - SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications

SP - 323

EP - 329

BT - SIMULTECH 2018 - Proceedings of 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications

A2 - De Rango, Floriano

A2 - Oren, Tuncer

A2 - Obaidat, Mohammad S.

A2 - Obaidat, Mohammad S.

PB - SciTePress

T2 - 8th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2018

Y2 - 29 July 2018 through 31 July 2018

ER -

ID: 21489375