Landslides monitoring with SBAS-InSAR and GNSS

OM Sorkhabi, M Khajehzadeh… - … of the Earth, Parts A/B/C, 2023 - Elsevier
Satellite radar images have many applications in the determination of landslide
displacement. In this study, three landslides of Tabriz have been studied with 150 Sentinel-1 …

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 …

[PDF][PDF] RETRACTED: Multiple Sclerosis Recognition by Biorthogonal Wavelet Features and Fitness-Scaled Adaptive Genetic Algorithm

SH Wang, X Jiang, YD Zhang - Frontiers in Neuroscience, 2021 - frontiersin.org
Aim: Multiple sclerosis (MS) is a disease, which can affect the brain and/or spinal cord,
leading to a wide range of potential symptoms. This method aims to propose a novel MS …

[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 …

Terrestrial water storage anomaly estimating using machine learning techniques and satellite‐based data (a case study of Lake Urmia Basin)

K Soltani, A Azari - Irrigation and Drainage, 2024 - Wiley Online Library
In this study, the Terrestrial Water Storage Anomaly (TWSA) in the Lake Urmia Basin (LUB)
was obtained by using the GRACE satellites. The whole study area was covered by 10 …

Deep learning of total electron content

OM Sorkhabi - SN Applied Sciences, 2021 - Springer
One of the most notable errors in the global navigation satellite system (GNSS) is the
ionospheric delay due to the total electron content (TEC). TEC is the number of electrons in …

Coseismic displacement of Ahar–Varzegan earthquakes based on GPS observations and deep learning

OM Sorkhabi, SMS Alizadeh - Arabian Journal of Geosciences, 2021 - Springer
The determination of crustal deformation can be measured by geodetic observations of
permanent global positioning system (GPS) stations. In this study, the coseismic …

[HTML][HTML] Multi-sensor observations for monitoring groundwater depletion and land subsidence

OM Sorkhabi, J Asgari - Journal of Hydrology: Regional Studies, 2023 - Elsevier
Abstract Study region The Kabudarahang Plain and the Razan-Qahavand Plain. Study focus
Improper use of water resources has reduced groundwater levels and created land …

Extended Multiresolution Analysis for Filtering Incomplete Heterogeneous Geophysical Time Series

K Ji, Y Shen, F Wang, Q Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Wavelet multiresolution analysis (MRA) is a widely used and effective method for filtering
noisy time series and investigating the detailed characteristics of time series at different …

Determination of the Coseismic Displacement with PPP Wavelet Decomposition and InSAR

OM Sorkhabi - Earth Systems and Environment, 2024 - Springer
The 2019 northeast Ridgecrest earthquakes occurred on July 4th and July 6th with
magnitudes of 6.3 and 7.1 on the Moment Magnitude Scale (Mw), respectively. Utilizing …