[HTML][HTML] Nowcasting extreme rain and extreme wind speed with machine learning techniques applied to different input datasets

S Chkeir, A Anesiadou, A Mascitelli, R Biondi - Atmospheric Research, 2023 - Elsevier
Predicting extreme weather events in a short time period and their develo** in localized
areas is a challenge. The nowcasting of severe and extreme weather events is an issue for …

Applications of GNSS-RO to numerical weather prediction and tropical cyclone forecast

W Bai, N Deng, Y Sun, Q Du, J **a, X Wang, X Meng… - Atmosphere, 2020 - mdpi.com
The global navigation satellite system (GNSS) radio occultation (RO) technique is an
atmospheric sounding technique that originated in the 1990s. The data provided by this …

Multi-model comprehensive inversion of surface soil moisture from Landsat images based on machine learning algorithms

W Lv, X Hu, X Li, J Zhao, C Liu, S Li, G Li, H Zhu - Sustainability, 2024 - mdpi.com
Soil moisture plays an important role in maintaining ecosystem stability and sustainable
development, especially for the upper reaches of the Yellow River region. Therefore …

A synergistic use of a high-resolution numerical weather prediction model and high-resolution earth observation products to improve precipitation forecast

M Lagasio, A Parodi, L Pulvirenti, AN Meroni, G Boni… - Remote Sensing, 2019 - mdpi.com
The Mediterranean region is frequently struck by severe rainfall events causing numerous
casualties and several million euros of damages every year. Thus, improving the forecast …

[HTML][HTML] On the potential of Sentinel-1 for sub-field scale soil moisture monitoring

TC van Hateren, M Chini, P Matgen, L Pulvirenti… - International Journal of …, 2023 - Elsevier
Soil moisture (SM) datasets at high spatial resolutions are beneficial for a wide range of
applications, such as monitoring and prediction of hydrological extremes, numerical weather …

Precipitable water vapor from Sentinel‐1 improves the forecast of extratropical storm Barbara

P Mateus, G Nico, J Catalão… - Quarterly Journal of the …, 2024 - Wiley Online Library
High‐resolution water vapor fields retrieved over Iberia during the passage of storm Barbara
(October 19–20, 2020) by Sentinel‐1 and assimilated by the Weanther Research & …

The predictive capacity of the high resolution weather research and forecasting model: a year-long verification over Italy

L Apicella, S Puca, M Lagasio, AN Meroni… - Bulletin of Atmospheric …, 2021 - Springer
Numerical models are operationally used for weather forecasting activities to reduce the
risks of several hydro-meteorological disasters. The overarching goal of this work is to …

Initialization of WRF Model Simulations With Sentinel-1 Wind Speed for Severe Weather Events

A Tiesi, A Pucillo, D Bonaldo, A Ricchi… - Frontiers in Marine …, 2021 - frontiersin.org
The model initialization with high-resolution SAR wind data provided by the Sentinel-1
mission and its impact on the meteorological model WRF-ARW simulations is discussed …

Meteorological osses for new zenith total delay observations: Impact assessment for the hydroterra geosynchronous satellite on the october 2019 genoa event

M Lagasio, AN Meroni, G Boni, L Pulvirenti… - Remote Sensing, 2020 - mdpi.com
Along the Mediterranean coastlines, intense and localized rainfall events are responsible for
numerous casualties and several million euros of damage every year. Numerical forecasts …