A data-driven approach for accurate rainfall prediction
In recent years, there has been growing interest in using precipitable water vapor (PWV)
derived from global positioning system (GPS) signal delays to predict rainfall. However, the …
derived from global positioning system (GPS) signal delays to predict rainfall. However, the …
Using support vector machine (SVM) with GPS ionospheric TEC estimations to potentially predict earthquake events
There are significant controversies surrounding the detection of precursors that may precede
earthquakes. Natural hazard signatures associated with strong earthquakes can appear in …
earthquakes. Natural hazard signatures associated with strong earthquakes can appear in …
Flash floods prediction using precipitable water vapor derived from GPS tropospheric path delays over the eastern mediterranean
A flash flood is a rapid and intense response of a drainage area to heavy rainfall events. In
the arid and semiarid parts of the Eastern Mediterranean (EM) region, the spatiotemporal …
the arid and semiarid parts of the Eastern Mediterranean (EM) region, the spatiotemporal …
Low-dimensional convolutional neural network for solar flares GOES time-series classification
Abstract Space weather phenomena such as solar flares have a massive destructive power
when they reach a certain magnitude. Here, we explore the deep-learning approach in order …
when they reach a certain magnitude. Here, we explore the deep-learning approach in order …
The diurnal variability of precipitable water vapor derived from GPS tropospheric path delays over the Eastern Mediterranean
The study of the diurnal variations of the total water vapor amount in an atmospheric column,
also known as Precipitable Water Vapor (PWV) or Integrated Water Vapor (IWV), is highly …
also known as Precipitable Water Vapor (PWV) or Integrated Water Vapor (IWV), is highly …
Toward a US framework for continuity of satellite observations of Earth's climate and for supporting societal resilience
KISS Continuity Study Team - Earth's Future, 2024 - Wiley Online Library
There is growing urgency for improved public and commercial services to support a resilient,
secure, and thriving United States (US) in the face of mounting decision‐support needs for …
secure, and thriving United States (US) in the face of mounting decision‐support needs for …
10-Year assessment of GNSS integrated water vapour in the SIRGAS network
PA Rosell, MVM Oberti, JA Rivera… - Journal of South American …, 2023 - Elsevier
This work aims to analyse ten years (2012–2022) of integrated water vapour (IWV) values
computed with the SIRGAS tropospheric products. We selected 246 sites that guarantee the …
computed with the SIRGAS tropospheric products. We selected 246 sites that guarantee the …
Predicting Eastern Mediterranean Flash Floods Using Support Vector Machines with Precipitable Water Vapor, Pressure, and Lightning Data
Flash floods in the Eastern Mediterranean (EM) region are considered among the most
destructive natural hazards, which pose a significant challenge to model due to their high …
destructive natural hazards, which pose a significant challenge to model due to their high …
Improved GPS tropospheric path delay estimation using variable random walk process noise
Accurate positioning using the Global Positioning System relies on accurate modeling of
tropospheric delay. Estimated tropospheric delay must vary sufficiently to capture true …
tropospheric delay. Estimated tropospheric delay must vary sufficiently to capture true …
On the potential of improving WRF model forecasts by assimilation of high-resolution GPS-derived water-vapor maps augmented with METEOSAT-11 data
A Leontiev, D Rostkier-Edelstein, Y Reuveni - Remote Sensing, 2020 - mdpi.com
Improving the accuracy of numerical weather predictions remains a challenging task. The
absence of sufficiently detailed temporal and spatial real-time in-situ measurements poses a …
absence of sufficiently detailed temporal and spatial real-time in-situ measurements poses a …