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Featured researches published by Ren Liu.


Journal of Geophysical Research | 2016

A study of radar backscattering from water surface in response to rainfall

Xinan Liu; Quanan Zheng; Ren Liu; Dan Wang; James H. Duncan; Shih‐Jen Huang

In this paper, radar backscattering from a water surface in response to rainfall was studied. The paper consists of two parts. First, the spatial characteristics of raindrops in rain fields were analyzed based on published data and the response of a water surface to rainfall was experimentally studied in the laboratory. Rain-generated surface features including stalks, crowns, ring waves, and secondary drops were measured. It was found that stalks and crowns are dominant in terms of their height and energy. Second, the radar signatures of a rainfall event simultaneously observed by C band ENVISAT (European satellite), ASAR (Advanced Synthetic Aperture Radar), and ground-based weather radar in the Northwest Pacific were investigated. The relationship between the radar return intensity extracted from the C band ASAR image and the reflectivity factor (rain rate) obtained from ground-based weather radar was analyzed. For light/moderate rain (with low reflectivity factors), the radar backscattering intensity increases as the reflectivity factor increases. For heavy rain (with high reflectivity factors), the radar backscattering intensity decreases as the reflectivity factor increases. The maximum radar backscattering intensity occurs at a reflectivity factor of 45 dBZ (with rain rate of 24 mm/h). It was found that the spaceborne radar backscattering intensity strongly correlates with the average distance between the stalks on the water surface in the rain field in a nonlinear manner. The physics of the radar signatures of the rain event are explored.


IEEE Transactions on Geoscience and Remote Sensing | 2017

A Model of Radar Backscatter of Rain-Generated Stalks on the Ocean Surface

Xinan Liu; Quanan Zheng; Ren Liu; Mark A. Sletten; James H. Duncan

In this paper, a model of radar backscattering from rain-generated stalks on the ocean surface in a rain field is proposed. In the model, stalks in the rain field form an array and are considered as finite water cylinders standing out of an infinite water surface. The radar backscattering coefficient from these stalks is derived. Both incoherent and coherent backscattering mechanisms from the stalks are considered. The model shows that the radar backscattering intensity is a function of the average distance between stalks on the water surface, the radar wave frequency, and the incident angle of radar waves. For light/moderate rain (at low rain rates), the radar backscattering intensity increases with increasing rain rate. For heavy rain (at high rain rates), the radar backscattering intensity decreases with increasing rain rate. The maximum radar backscattering intensity occurs at a rain rate that depends on the radar wave frequency and the incident angle of radar waves. The present model is used to explain the radar signatures of a rainfall event simultaneously observed by C-band ENVISAT (European satellite) Advanced Synthetic Aperture Radar (ASAR) and ground-based weather radar in the Northwest Pacific. The relationship between the radar return intensity extracted from the C-band ASAR image and the rain rate obtained from ground-based weather radar is in agreement with the model’s calculation. Also, the air–sea interface in rain fields and its effects on the attenuation of radar backscattering are experimentally studied in the laboratory.


Bulletin of the American Physical Society | 2017

The statistical characteristics of rain-generated stalks on water surface

Xinan Liu; Ren Liu; James H. Duncan


Journal of Geophysical Research | 2016

A study of radar backscattering from water surface in response to rainfall: BACKSCATTER FROM RAINFALL WATER SURFACE

Xinan Liu; Quanan Zheng; Ren Liu; Dan Wang; James H. Duncan; Shih‐Jen Huang


Bulletin of the American Physical Society | 2016

A Laboratory Study of a Water Surface in Response to Rainfall

Ren Liu; Xinan Liu; James H. Duncan


Bulletin of the American Physical Society | 2015

Simultaneous measurements of shape characteristics and radar backscattering of a water surface in a rain field

Ren Liu; Xinan Liu; James H. Duncan


Bulletin of the American Physical Society | 2014

A Laboratory Study of Rain-Induced Underwater Turbulence Using Particle Image Velocimetry

Ren Liu; Xinan Liu; James H. Duncan


Bulletin of the American Physical Society | 2013

The effects of droplet characteristics on the surface features in a rain field

Ren Liu; H. Brown; Xinan Liu; James H. Duncan


Bulletin of the American Physical Society | 2013

On the study of radar backscattering of ocean surface in response to rainfall

Xinan Liu; Quanan Zheng; Ren Liu; James H. Duncan


Bulletin of the American Physical Society | 2012

The effects of the impact velocity of water droplets on the surface features in a rain field

Ren Liu; Xinan Liu; James H. Duncan

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Shih‐Jen Huang

National Taiwan Ocean University

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Mark A. Sletten

United States Naval Research Laboratory

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