Gauge-adjusted rainfall estimates from commercial microwave links [PDF]
Hydrology and Earth System Sciences, 2017 Increasing urbanization makes it more and more important to have accurate stormwater runoff predictions, especially with potentially severe weather and climatic changes on the horizon.
M. Fencl +3 more
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Empirical Study on the Effect of Birds on Commercial Microwave Links
IEEE Access, 2022 With emerging technologies, such as the $5G$ and $IoT$ , wireless communication has become increasingly dominant in human life. Many applications require high quality of service ( $QoS$ ), in which even momentarily interruptions may cause irreversible
Daniel Ben Moshe +3 more
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Evaporation measurements using commercial microwave links as scintillometers [PDF]
Hydrology and Earth System SciencesAs the spatial coverage of evaporation observations is limited, we propose a novel, opportunistic method to estimate evaporation in which we consider commercial microwave links (CMLs), such as used in cellular telecommunication networks, in combination ...
L. D. van der Valk +4 more
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Rainfall retrieval with commercial microwave links in São Paulo, Brazil [PDF]
Atmospheric Measurement Techniques, 2018 In the last decade there has been a growing interest from the hydrometeorological community regarding rainfall estimation from commercial microwave link (CML) networks.
M. F. Rios Gaona +6 more
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Commercial microwave links as a tool for operational rainfall monitoring in Northern Italy [PDF]
Atmospheric Measurement Techniques, 2020 There is a growing interest in emerging opportunistic sensors for precipitation, motivated by the need to improve its quantitative estimates at the ground.
G. Roversi +3 more
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Tropical rainfall monitoring with commercial microwave links in Sri Lanka
Environmental Research Letters, 2021 Commercial microwave links (CMLs) from cellular telecommunication networks can provide a valuable ‘opportunistic’ source of high-resolution space-time rainfall information, complementing traditional in-situ measurement devices (rain gauges, disdrometers)
Aart Overeem +7 more
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Water Vapor Retrieval Using Commercial Microwave Links Based on the LSTM Network [PDF]
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 In this article, a water vapor density inversion model based on the long short-term memory network is proposed for E-band commercial microwave links (CMLs).
Kang Pu +3 more
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Use of commercial microwave links as scintillometers: potential and limitations towards evaporation estimation [PDF]
Atmospheric Measurement TechniquesScintillometers are used to estimate path-integrated evaporation and sensible heat fluxes. Commercial microwave links (CMLs), such as are used in cellular telecommunication networks, are similar line-of-sight instruments that also measure signal ...
L. D. van der Valk +5 more
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Comparison of CML Rainfall Data against Rain Gauges and Disdrometers in a Mountainous Environment
Sensors, 2022 Despite the several sources of inaccuracy, commercial microwave links (CML) have been recently exploited to estimate the average rainfall intensity along the radio path from signal attenuation.
Roberto Nebuloni +4 more
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Evaluation of error components in rainfall retrieval from collocated commercial microwave links [PDF]
Atmospheric Measurement Techniques, 2023 Opportunistic rainfall sensing using commercial microwave links (CMLs) operating in telecommunication networks has the potential to complement conventional rainfall monitoring; however, the diversity of sensors and their errors are difficult to handle ...
A. Špačková, M. Fencl, V. Bareš
doaj +1 more source