Forecasting traffic congestion using ARIMA modeling

T Alghamdi, K Elgazzar, M Bayoumi… - … & mobile computing …, 2019 - ieeexplore.ieee.org
Traffic congestion is a widely recognized challenging problem that is increasingly growing
around the world. This paper leverages ARIMA-based modeling to study some factors that …

[PDF][PDF] A comparison of ARIMAX, VAR and LSTM on multivariate short-term traffic volume forecasting

B Dissanayake, O Hemachandra… - Conference of Open …, 2021 - researchgate.net
Intelligent Transportation Systems (ITS) since its importance for both the general public and
authorities in decision making, optimizing navigation strategies and avoid traffic …

Investigation of Annual Lake Water Levels and Water Volumes with Şen Innovation and Mann-Kendall Rank Correlation Trend Tests: Example of Lake Eğirdir, Turkey

A Yücel, M Markovic, A Atilgan, R Rolbiecki, H Ertop… - Water, 2022 - mdpi.com
Lakes are the most important freshwater resources for humans. It is stated that together with
population growth, unplanned urbanization, excessive water consumption, industrialization …

Ranking of hybrid wavelet-AI models by TOPSIS method for estimation of daily flow discharge

H Farajpanah, M Lotfirad, A Adib… - Water …, 2020 - iwaponline.com
This research uses the multi-layer perceptron–artificial neural network (MLP-ANN), radial
basis function–ANN (RBF-ANN), least square support vector machine (LSSVM), adaptive …

A new approach for suspended sediment load calculation based on generated flow discharge considering climate change

A Adib, O Kisi, S Khoramgah, HR Gafouri, A Liaghat… - Water …, 2021 - iwaponline.com
Use of general circulation models (GCMs) is common for forecasting of hydrometric and
meteorological parameters, but the uncertainty of these models is high. This study …

Impact of climate change on streamflow in the middle–upper reaches of the Weihe River Basin, China

Y Zhang, J Hou, Y Tong, J Gong, N Zhou… - Journal of Hydrologic …, 2023 - ascelibrary.org
This study calibrated and downscaled data from four scenarios in the Coupled Model
Intercomparison Project Phase 6 (CMIP6) to drive the distributed hydrological model soil …

Relationship between hydrologic and metrological droughts using the streamflow drought indices and standardized precipitation indices in the Dez Watershed of Iran

A Adib, F Tavancheh - International Journal of Civil Engineering, 2019 - Springer
This research utilizes DrinC software and some codes developed in MATLAB software for
calculating the drought indices and determination of trend of climatologic and hydrologic …

Investigation of the accuracy of linear and nonlinear time series models in modeling and forecasting of pan evaporation in IRAN

M Shimi, M Najjarchi, K Khalili, E Hezavei… - Arabian Journal of …, 2020 - Springer
Water evaporation process is one of the main components of the hydrological cycle,
according to which the correct estimation of this phenomenon plays an important role in …

Using the IHACRES model to investigate the impacts of changing climate on streamflow in a semi-arid basin in north-central Iran

M Lotfirad, J Salehpoor Laghani… - Journal of Hydraulic …, 2019 - jhs.scu.ac.ir
Understanding the variations of streamflow of rivers is an important prerequisite for
designing hydraulic structures as well as managing surface water resources in basins. An …

Prediction of meteorological and hydrological phenomena in different climatic scenarios in the Karkheh watershed (southwest of Iran)

A Adib, SB Mirsalari, SM Ashrafi - Scientia Iranica, 2020 - scientiairanica.sharif.edu
This research evaluates effects of climatic change on future temperature, precipitation and
flow discharge in the Karkheh watershed (a watershed in south west of Iran). For this …