Standard
Stochastic models of non-stationary time series of the average daily heat index. / Kargapolova, Nina.
SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. ed. / Mohammad Obaidat; Mohammad Obaidat; Tuncer Oren; Helena Szczerbicka. SciTePress, 2019. p. 209-215 (SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Harvard
Kargapolova, N 2019,
Stochastic models of non-stationary time series of the average daily heat index. in M Obaidat, M Obaidat, T Oren & H Szczerbicka (eds),
SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SciTePress, pp. 209-215, 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2019, Prague, Czech Republic,
29.07.2019.
https://doi.org/10.5220/0007788502090215
APA
Vancouver
Kargapolova N.
Stochastic models of non-stationary time series of the average daily heat index. In Obaidat M, Obaidat M, Oren T, Szczerbicka H, editors, SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. SciTePress. 2019. p. 209-215. (SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications). doi: 10.5220/0007788502090215
Author
Kargapolova, Nina. /
Stochastic models of non-stationary time series of the average daily heat index. SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. editor / Mohammad Obaidat ; Mohammad Obaidat ; Tuncer Oren ; Helena Szczerbicka. SciTePress, 2019. pp. 209-215 (SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications).
BibTeX
@inproceedings{4b2aaf7d759e434483207f551f1bd5a7,
title = "Stochastic models of non-stationary time series of the average daily heat index",
abstract = "In this paper two numerical stochastic models of time series of the average daily heat index are considered. In the first model, time series of the heat index are constructed as a function of simulated joint nonstationary time series of air temperature and relative humidity. The second model is constructed under the assumption that time series of the heat index are non-stationary non-Gaussian random processes. Data from real observations at weather stations were used for estimating models{\textquoteright} parameters. On the basis of the simulated trajectories, some statistical properties of rare meteorological events, like long periods of time with high heat index, are studied.",
keywords = "Air Temperature, Heat Index, Model Validation, Non-stationary Random Process, Relative Humidity, Stochastic Simulation",
author = "Nina Kargapolova",
note = "Publisher Copyright: Copyright {\textcopyright} 2019 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved.; 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2019 ; Conference date: 29-07-2019 Through 31-07-2019",
year = "2019",
month = jan,
day = "1",
doi = "10.5220/0007788502090215",
language = "English",
series = "SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications",
publisher = "SciTePress",
pages = "209--215",
editor = "Mohammad Obaidat and Mohammad Obaidat and Tuncer Oren and Helena Szczerbicka",
booktitle = "SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications",
}
RIS
TY - GEN
T1 - Stochastic models of non-stationary time series of the average daily heat index
AU - Kargapolova, Nina
N1 - Publisher Copyright:
Copyright © 2019 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved.
PY - 2019/1/1
Y1 - 2019/1/1
N2 - In this paper two numerical stochastic models of time series of the average daily heat index are considered. In the first model, time series of the heat index are constructed as a function of simulated joint nonstationary time series of air temperature and relative humidity. The second model is constructed under the assumption that time series of the heat index are non-stationary non-Gaussian random processes. Data from real observations at weather stations were used for estimating models’ parameters. On the basis of the simulated trajectories, some statistical properties of rare meteorological events, like long periods of time with high heat index, are studied.
AB - In this paper two numerical stochastic models of time series of the average daily heat index are considered. In the first model, time series of the heat index are constructed as a function of simulated joint nonstationary time series of air temperature and relative humidity. The second model is constructed under the assumption that time series of the heat index are non-stationary non-Gaussian random processes. Data from real observations at weather stations were used for estimating models’ parameters. On the basis of the simulated trajectories, some statistical properties of rare meteorological events, like long periods of time with high heat index, are studied.
KW - Air Temperature
KW - Heat Index
KW - Model Validation
KW - Non-stationary Random Process
KW - Relative Humidity
KW - Stochastic Simulation
UR - http://www.scopus.com/inward/record.url?scp=85073110954&partnerID=8YFLogxK
U2 - 10.5220/0007788502090215
DO - 10.5220/0007788502090215
M3 - Conference contribution
T3 - SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications
SP - 209
EP - 215
BT - SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications
A2 - Obaidat, Mohammad
A2 - Obaidat, Mohammad
A2 - Oren, Tuncer
A2 - Szczerbicka, Helena
PB - SciTePress
T2 - 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2019
Y2 - 29 July 2019 through 31 July 2019
ER -
