[HTML][HTML] Atmospheric Anomalies Associated with the 2021 Mw 7.2 Haiti Earthquake Using Machine Learning from Multiple Satellites

MM Khan, B Ghaffar, R Shahzad, MR Khan, M Shah… - Sustainability, 2022 - mdpi.com
The remote sensing-based Earth satellites has become a beneficial instrument for the
monitoring of natural hazards. This study includes a multi-sensors analysis to estimate the …

Total electron content anomalies associated with earthquakes occurred during 1998–2019

M Shah, A Ahmed, M Ehsan, M Khan, MA Tariq… - Acta Astronautica, 2020 - Elsevier
Statistical analyses on the intensification of seismic precursors before and after the
earthquakes (EQs) from Global Navigation Satellite System (GNSS) based Total Electron …

Integrated Analysis of Lithosphere-Atmosphere-Ionospheric Coupling Associated with the 2021 Mw 7.2 Haiti Earthquake

F Shahzad, M Shah, S Riaz, B Ghaffar, I Ullah… - Atmosphere, 2023 - mdpi.com
The search for Earthquake (EQ) precursors in the ionosphere and atmosphere from satellite
data has provided significant information about the upcoming main shock. This study …

Atmospheric precursors associated with two Mw> 6.0 earthquakes using machine learning methods

Z Khalid, M Shah, S Riaz, B Ghaffar… - Natural Hazards, 2024 - Springer
The advancements in remote sensing (RS) satellite applications have revolutionized natural
disaster surveillance and prediction in the earthquake monitoring by delineating various …

Possible seismo-ionospheric anomalies associated with Mw> 5.0 earthquakes during 2000–2020 from GNSS TEC

M Shah, A Abbas, MA Adil, U Ashraf… - Advances in Space …, 2022 - Elsevier
The recent advances in space-based ionosphere measurements provide more detailed
information about transient ionospheric anomalies associated with earthquakes (EQs). In …

Atmospheric and ionospheric precursors associated with Mw≥ 6.5 earthquakes from multiple satellites

MS Satti, M Ehsan, A Abbas, M Shah… - Journal of Atmospheric …, 2022 - Elsevier
The ionospheric monitoring satellites aid in correlating the lithospheric variation in
ionosphere through Lithosphere-Atmosphere-Ionosphere coupling (LAIC) over the epicenter …

Study of the ionospheric precursors associated with M w≥ 6.0 EQ from Ionosonde Stations and GIM TEC

J Ahmed, M Shah, T Iqbal, MA Shah, A Amin - Journal of Atmospheric and …, 2024 - Elsevier
To study the coupling mechanism between lithosphere, atmosphere and ionosphere, the
ionosonde based earthquake (EQ) anomalies provide clear indications for the future events …

Seismo ionospheric anomalies around and over the epicenters of Pakistan earthquakes

M Shah, R Shahzad, M Ehsan, B Ghaffar, I Ullah… - Atmosphere, 2023 - mdpi.com
Global Navigation Satellite System (GNSS)-based ionospheric anomalies are nowadays
used to identify a possible earthquake (EQ) precursor and hence a new research topic in …

Machine learning-based thermal anomalies detection from MODIS LST associated with the Mw 7.7 Awaran, Pakistan earthquake

A Hafeez, M Ehsan, A Abbas, M Shah, R Shahzad - Natural Hazards, 2022 - Springer
Satellite based thermal anomaly occurs as a substantial precursor for strong earthquakes,
as the need for earthquake precursor detection has very important for impending main shock …

Artificial Neural Network based thermal anomalies associated with earthquakes in Pakistan from MODIS LST

M Shah, RU Qureshi, NG Khan, M Ehsan… - Journal of Atmospheric and …, 2021 - Elsevier
There are several reports about thermal anomalies associated with the impending
earthquakes (EQs); among which the underlying mechanism is linked with the main shock …