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A Review on Rainfall Measurement Based on Commercial Microwave Links in Wireless Cellular Networks [PDF]

open access: yesSensors, 2022
As one of the most critical elements in the hydrological cycle, real-time and accurate rainfall measurement is of great significance to flood and drought disaster risk assessment and early warning.
Bin Lian   +4 more
doaj   +4 more sources

In-City Rain Mapping from Commercial Microwave Links—Challenges and Opportunities [PDF]

open access: yesSensors, 2023
Obtaining accurate rainfall measurements is highly important in urban areas, having a significant impact on different aspects in city life. Opportunistic rainfall sensing utilizing measurements collected by existing microwave and mmWave-based wireless ...
Roy Janco   +2 more
doaj   +2 more sources

Rainfall Map from Attenuation Data Fusion of Satellite Broadcast and Commercial Microwave Links [PDF]

open access: yesSensors, 2022
The demand for accurate rainfall rate maps is growing ever more. This paper proposes a novel algorithm to estimate the rainfall rate map from the attenuation measurements coming from both broadcast satellite links (BSLs) and commercial microwave links ...
Fabio Saggese   +2 more
doaj   +2 more sources

Transboundary Rainfall Estimation Using Commercial Microwave Links

open access: yesEarth and Space Science, 2023
Unlike actual rainfall, the spatial extent of rainfall maps is often determined by administrative and political boundaries. Similarly, data from commercial microwave links (CMLs) is usually acquired on a national basis and exchange among countries is ...
Nico Blettner   +4 more
doaj   +2 more sources

A Statistical Approach to Retrieve Rainfall Intensity by Attenuation Measurements From Commercial Microwave Links

open access: yesEarth's Future, 2023
Commercial microwave link (CML) has become one of the most widely used opportunistic sensors for rainfall monitoring. The high density and coverage of CMLs enable us to monitor near‐ground rainfall in high spatial resolution. The empirical power‐law (PL)
Xin Zheng   +5 more
doaj   +2 more sources

Precipitation Monitoring Using Commercial Microwave Links: Current Status, Challenges and Prospectives

open access: yesRemote Sensing, 2023
As rainfall exhibits high spatiotemporal variability, accurate and real-time rainfall monitoring is vitally important in fields such as hydrometeorological research, agriculture and disaster prevention and control.
Peng Zhang, Xichuan Liu, Kang Pu
doaj   +3 more sources

Application of commercial microwave links (CMLs) attenuation for quantitative estimation of precipitation

open access: yesMeteorological Applications
Precipitation estimation models are typically sourced by rain gauges, weather radars and satellite observations. A relatively new technique of precipitation estimation relies on the network of Commercial Microwave Links (CMLs) employed for cellular ...
Magdalena Pasierb   +8 more
doaj   +2 more sources

Rainfall retrieval algorithm for commercial microwave links: stochastic calibration [PDF]

open access: yesAtmospheric Measurement Techniques, 2022
During the last decade, rainfall monitoring using signal-level data from commercial microwave links (CMLs) in cellular communication networks has been proposed as a complementary way to estimate rainfall for large areas.
W. Wolff   +6 more
doaj   +1 more source

Atmospheric observations with E-band microwave links – challenges and opportunities [PDF]

open access: yesAtmospheric Measurement Techniques, 2020
Opportunistic sensing of rainfall and water vapor using commercial microwave links operated within cellular networks was conceived more than a decade ago.
M. Fencl   +4 more
doaj   +1 more source

Retrieval algorithm for rainfall mapping from microwave links in a cellular communication network [PDF]

open access: yesAtmospheric Measurement Techniques, 2016
Microwave links in commercial cellular communication networks hold a promise for areal rainfall monitoring and could complement rainfall estimates from ground-based weather radars, rain gauges, and satellites.
A. Overeem, H. Leijnse, R. Uijlenhoet
doaj   +1 more source

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