Predicting sea level rise using artificial intelligence: a review

NAABS Bahari, AN Ahmed, KL Chong, V Lai… - … Methods in Engineering, 2023 - Springer
Forecasting sea level is critical for coastal structure building and port operations. There are,
however, challenges in making these predictions, resulting from the complicated processes …

On the indirect estimation of wind wave heights over the southern coasts of Caspian Sea: A comparative analysis

GFC Lama, T Sadeghifar, MT Azad, P Sihag, O Kisi - Water, 2022 - mdpi.com
The prediction of ocean waves is a highly challenging task in coastal and water engineering
in general due to their very high randomness. In the present case study, an analysis of wind …

Evaluation of Isfahan City subsidence rate using InSAR and artificial intelligence

OM Sorkhabi, AS Nejad, M Khajehzadeh - KSCE Journal of Civil …, 2022 - Springer
Iranian agriculture has not made significant progress in recent decades, and crops are
grown using methods such as flood irrigation. Consumption of more than 90% of Iran's water …

Model‐coupled GRACE‐based analysis of hydrological dynamics of drying Lake Urmia and its basin

B Khorrami, S Ali, OG Sahin… - Hydrological Processes, 2023 - Wiley Online Library
Lake Urmia basin (LUB), in northwestern Iran, is under the influence of extreme degradation
due to a number of natural and anthropogenic factors. The existence of the Lake is critical for …

Wavelet decomposition and deep learning of altimetry waveform retracking for Lake Urmia water level survey

O Memarian Sorkhabi, J Asgari… - Marine Georesources & …, 2022 - Taylor & Francis
Lake Urmia is located in the northwest of Iran and shared between the provinces of West
Azarbaijan and East Azarbaijan. In the last two decades, there has been a considerable …

Monitoring groundwater storage based on satellite gravimetry and deep learning

O Memarian Sorkhabi, J Asgari, TO Randhir - Natural Resources …, 2023 - Springer
Improper abstraction of groundwater in Iran has led to an average annual subsidence rate of
15 cm/yr. The management of Iran's water resources is essential due to its arid and semiarid …

Analysis of Greenland mass changes based on GRACE four-dimensional wavelet decomposition

O Memarian Sorkhabi, J Asgari… - Remote Sensing …, 2021 - Taylor & Francis
Monitoring the melting of Greenland ice using various sensors is of great importance due to
global sea level rise. The mass changes in Greenland can be observed with the GRACE …

[HTML][HTML] Deep learning of GPS geodetic velocity

OM Sorkhabi, SMS Alizadeh, FT Shahdost… - Journal of Asian Earth …, 2022 - Elsevier
Installing permanent global positioning system (GPS) stations and receiving and monitoring
long-term crustal deformation requires a high cost. Another solution, which could be an …

Dynamics and causes of sea level rise in the coastal region of southwest Bangladesh at global, regional, and local levels

M Ashrafuzzaman, FD Santos, JM Dias… - Journal of Marine Science …, 2022 - mdpi.com
Global greenhouse gas emissions have caused sea level rise (SLR) at a global and local
level since the industrial revolution, mainly through thermal expansion and ice melting …

A machine learning approach for spatiotemporal imputation of MODIS chlorophyll-a

H Mohebzadeh, E Mokari, P Daggupati… - International Journal of …, 2021 - Taylor & Francis
ABSTRACT The Moderate Resolution Imaging Spectroradiometer (MODIS) level-3
chlorophyll-a (Chl-a) product is one of the widely used ocean colour products that is often …