Istanbul Dam Water Levels Forecasting Using ARIMA Models
Loading...
Files
Date
2022
Authors
Sekban, J.
Nabil, M.O.M.
Alsan, H.F.
Arsan, T.
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers Inc.
Open Access Color
Green Open Access
No
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
BIP! Indicators
Impulse
Average
Influence
Average
Popularity
Average
Abstract
River, sea, reservoir, and dam water levels are constantly measured by organizations and governmental bodies because of their environmental effects as well as their influence on human behavior. In this study, the monthly dam levels in Istanbul, Turkey, were predicted. Different models and configurations were compared to each other, and the best-performing model was identified. The models were based on conventional auto-regressive models (AR), moving average models (MA), auto-regressive moving average (ARMA), and ARMA with Exogenous variables (ARIMAX). © 2022 IEEE.
Description
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022 --7 September 2022 through 9 September 2022 -- --183936
Keywords
ARIMA models, ARMA, Dams, forecasting, time series prediction, water levels, Behavioral research, Dams, Forecasting, Reservoirs (water), Time series, Time series analysis, ARIMA models, Autoregressive/moving averages, Dam water, Istanbul, River dams, River reservoirs, River water, Sea water, Time series prediction, Water level forecasting, Water levels, Time series, Time series analysis, forecasting, Time series prediction, River dams, Dam water, River water, Sea water, time series prediction, ARIMA models, Autoregressive/moving averages, water levels, River reservoirs, Behavioral research, Reservoirs (water), Istanbul, ARMA, Dams, Water level forecasting, Water levels, Forecasting
Fields of Science
0208 environmental biotechnology, 0207 environmental engineering, 02 engineering and technology
Citation
WoS Q
N/A
Scopus Q
N/A
OpenCitations Citation Count
1
Source
Proceedings - 2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022
Volume
Issue
Start Page
1
End Page
7
Collections
PlumX Metrics
Citations
Scopus : 3
Captures
Mendeley Readers : 11
SCOPUS™ Citations
3
checked on Feb 13, 2026
Page Views
18
checked on Feb 13, 2026
Google Scholar™
