[PDF][PDF] Comparing the Performance of Deep Learning and Machine Learning Methods in Predicting Dissolved Oxygen Content

K Roushangar, S Davoudi - Iranian Journal of Soil and Water …, 2022 - journals.ut.ac.ir
Water quality forecasting plays an important role in environmental monitoring, ecosystem
sustainability and aquaculture. Traditional forecasting methods cannot show the non …

[PDF][PDF] Performance Analysis of Hydrological and Data-Based Models in Estimation of Suspended Sediment Rate

S Javidan, MT Sattari, P Karimzadeh, A Mehrabi - Environment and Water …, 2022 - sid.ir
Accepted: October 31, 2021 driven-Data models are proposed as an alternative to
hydrological methods in sediment estimation calculations. This study aimed to compare the …

[HTML][HTML] Temperature modeling in semi-arid and humid climates using long-short-term memory and CEEMD and DWT preprocessor methods

K Roushangar, S Abdelzad - Watershed Engineering and …, 2023 - jwem.areeo.ac.ir
IntroductionPredicting the maximum temperature changes is very important and has become
increasingly important due to the many effects it has on water resources, agriculture and the …

Prediction River Discharge Using the Combined Method of Long Short-Term Memory, Wavelet Transform and Empirical Mode Decomposition in Semi-Arid and Humid …

K Roushangar, S Abdelzad - Iranian Journal of Irrigation & Drainage, 2023 - idj.iaid.ir
Iran is faced with a dry and semi-dry climate with destructive floods, droughts, and water
shortages. Droughts and floods can affect the environment, economic, and social activities …

Dissolved Oxygen Modeling Using Deep Learning and Pre-Processor Methods

K Roushangar, S Davoudi - Water and Irrigation Management, 2023 - jwim.ut.ac.ir
Water pollution is a major global problem that requires constant evaluation and revision of
water resources policy at all levels. Dissolved oxygen (DO) is one of the most important …

Modeling Bed Load Transport through Vegetated Channels Using Conceptual Pseudo Fluid Model

H Riahi Madvar - Iranian Journal of Soil and Water Research, 2021 - ijswr.ut.ac.ir
Bed load transport modeling in rivers and channels with vegetation over bed and banks is
important. On the other hand, the complexity of bed load transport through vegetation and …