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Rainfall Detection and Rainfall Rate Estimation Using Microwave Attenuation [PDF]

open access: yesAtmosphere, 2018
Eight microwave links operating at frequencies ranging from 6 to 8 GHz and with path lengths ranging from 5.7 to 37.4 km traversing the city of Seoul, Korea are used to detect rainfall and estimate path-averaged rainfall rates.
Min-Seong Kim, Byung Hyuk Kwon
doaj   +5 more sources

A Method for Rainfall Detection and Rainfall Intensity Level Retrieval from X-Band Marine Radar Images

open access: yesApplied Sciences, 2021
Currently, it is a hot research topic to retrieve the wave parameters by using X-band marine radar. However, the rainfall noise usually exists in the collected marine radar images, which seriously interferes with the extraction of the wave parameters. To
Zhizhong Lu, Lei Sun, Ying Zhou
doaj   +4 more sources

A New Method of Rainfall Detection from the Collected X-Band Marine Radar Images

open access: yesRemote Sensing, 2022
To control the quality of X-band marine radar images for retrieving information and improve the inversion accuracy, the research on rainfall detection from marine radar images is investigated in this paper.
Yanbo Wei   +5 more
doaj   +4 more sources

Interpretable Microwave Sensing Using E-Band Commercial Links: Physics-Aware Deep Learning for Rainfall Detection [PDF]

open access: goldPhotonics
Accurate rainfall monitoring is vital for hydrology and environmental sensing. This study presents a physics-aware deep learning framework using E-band (71–86 GHz) commercial microwave links (CMLs).
Lukasz Pawlik   +1 more
doaj   +2 more sources

The Potential of Deep Learning for Satellite Rainfall Detection over Data-Scarce Regions, the West African Savanna

open access: yesRemote Sensing, 2023
Food and economic security in West Africa rely heavily on rainfed agriculture and are threatened by climate change and demographic growth. Accurate rainfall information is therefore crucial to tackling these challenges.
Mónica Estébanez-Camarena   +3 more
doaj   +3 more sources

Combining MWL and MSG SEVIRI Satellite Signals for Rainfall Detection and Estimation

open access: yesAtmosphere, 2020
Accurate rainfall detection and estimation are essential for many research and operational applications. Traditional rainfall detection and estimation techniques have achieved considerable success but with limitations.
Kingsley K. Kumah   +5 more
doaj   +3 more sources

The Role of Water Vapor Observations in Satellite Rainfall Detection Highlighted by a Deep Learning Approach

open access: yesAtmosphere, 2023
West African food systems and rural socio-economics are based on rainfed agriculture, which makes society highly vulnerable to rainfall uncertainty and frequent floods and droughts. Reliable rainfall information is currently missing.
Mónica Estébanez-Camarena   +4 more
doaj   +3 more sources

Trend and change-point detection analyses of rainfall and temperature over the Awash River basin of Ethiopia

open access: yesHeliyon, 2021
Awash River basin (ARB) as a system is in a state of continuous change that requires successive studies to discern the changes or trends of climatic elements through time due to climate change/variability, and other socio-economical developmental ...
Yitea Seneshaw Getahun   +2 more
doaj   +3 more sources

Impact of Rainfall on Aquatic and Terrestrial Species Monitoring Using Riverine Environmental DNA [PDF]

open access: yesEcology and Evolution
Water‐based environmental DNA (eDNA) can simultaneously detect aquatic and terrestrial species during watershed‐scale eDNA biodiversity monitoring. However, detecting terrestrial species remains a challenge because of their complex environmental effects.
Chen Xu, Kei Nukazawa
doaj   +2 more sources

Compensation of the Propagation and Clutter Effects of Rainfall for Pol-SAR-Based Sea-Surface Target Detection

open access: goldRemote Sensing
Polarimetric synthetic aperture radar (Pol-SAR) is one of the most important approaches for sea-surface target detection, but under rainfall conditions it tends to be distorted by the electromagnetic (EM) propagation effects and clutter interference of ...
Chenhao Wang   +4 more
doaj   +2 more sources

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