Search Results - "Sapienza, Fabiola"
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Deep Learning for Opportunistic Rain Estimation via Satellite Microwave Links
Published in Sensors (Basel, Switzerland) (29-10-2024)“…Accurate precipitation measurement is critical for managing flood and drought risks. Traditional meteorological tools, such as rain gauges and remote sensors,…”
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Enhanced Estimation of Rainfall from Opportunistic Microwave Satellite Signals
Published in IEEE transactions on geoscience and remote sensing (01-01-2024)“…Physical characteristics of precipitation, like temporal and spatial variability, jointly with coverage and costs of conventional meteorological devices for…”
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Data formats and standards for opportunistic rainfall sensors [version 2; peer review: 2 approved]
Published in Open research Europe (01-02-2024)“…Opportunistic sensors are increasingly used for rainfall measurement. However, their raw data are collected by a variety of systems that are often not…”
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Data formats and standards for opportunistic rainfall sensors
Published in Open research Europe (2023)“…Opportunistic sensors are increasingly used for rainfall measurement. However, their raw data are collected by a variety of systems that are often not…”
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Journal Article -
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Data formats and standards for opportunistic rainfall sensors
Published in Open research Europe (2023)“…Opportunistic sensors are increasingly used for rainfall measurement. However, their raw data are collected by a variety of systems that are often not…”
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Tropospheric Propagation Modeling for Opportunistic Rain Sensing using Current and Future Broadcast and Broadband Satellites
Published in 2023 XXXVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS) (19-08-2023)“…Opportunistic rain sensing using satellite broadband and broadcast channels has recently proven to be a very accurate, cost-effective, and broad-coverage…”
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Conference Proceeding -
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A Feasibility Study on Opportunistic Rainfall Measurement From Satellite TV Broadcasts
Published 08-03-2023“…published on URSI Radio Science Letters, vol. 4, 2022 Rainfall precipitation maps are usually derived based on the measurements collected by classical weather…”
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Rainfall Field Reconstruction by Opportunistic Use of the Rain-Induced Attenuation on Microwave Satellite Signals: The July 2021 Extreme Rain Event in Germany as a Case Study
Published in 2022 IEEE 2nd Ukrainian Microwave Week (UkrMW) (14-11-2022)“…This paper presents a practical application of an opportunistic technique for the estimation of rainfall intensity and accumulated precipitation. The proposed…”
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Conference Proceeding