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Title: Rain footprints on C-band synthetic aperture radar images of the ocean - Revisited

Journal Article · · Remote Sensing of Environment
 [1];  [2];  [3];  [4];  [5]
  1. Univ. of Hamburg, Hamburg (Germany). Inst. of Oceanography
  2. Nanjing Univ. of Information Science and Technology, Nanjing (China). School of Marine Sciences; Jiangsu Research Center for Ocean Survey and Technology, Nanjing (China)
  3. IFREMER, Plouzane (France). Laboratoire d'Oceanographie Spatiale
  4. Ocean Univ. of China, Qingdao (China). Ocean Remote Sensing Inst.
  5. Hong Kong Observatory, Tsim Sha Tsui (Hong Kong)

It is well known that rain leaves footprints on the sea surface that sometimes become visible on synthetic aperture radar (SAR) images. Rain cells can easily be detected on SAR images at all radar frequencies when they are associated with a downdraft pattern. But rain cells are not always associated with downdraft and rain can also occur in other forms, as stratified rain, rain bands, and squall lines. It turns out that radar signatures of rain at C-band are much more complex than at L- or X-band radar and that it is particularly difficult to identify unambiguously rain events on C-band SAR images acquired over the ocean. This is because C-band lies in the transition region where raindrops impinging onto the sea surface can increase (usually) or decrease the backscattered radar power and where volume scattering and attenuation by rain drops in the atmosphere are not always negligible (at very high rain rates). In order to get an insight into the physical mechanisms causing the C-band radar signatures of rain, we first revisit results obtained from historic laboratory and field experiments and multi-frequency/multi-polarization SAR data acquired during the SIR-C/X-SAR spaceshuttle mission in 1994. Then we analyze several C-band SAR images acquired by the European satellites Envisat and Sentinel-1A, and the Canadian satellite Radarsat-2 and compare them, whenever possible, with quasi-coincident and collocated weather radar images. The observational data show that, at low to medium rain rates, the main physical mechanism causing C-band radar signatures of rain is Bragg scattering at ring waves generated by the rain drops impinging onto the sea surface, which increase the radar backscatter. However, areas of increased radar backscatter are often accompanied by adjacent areas of decreased radar backscatter, which is due to attenuation of the Bragg waves by turbulence also generated by the impinging rain drops. Furthermore, we present a full-polarimetric Radarsat-2 SAR image of a rain cell together with a polarimetric decomposition analysis, which shows that the C-band radar signature of a rain cell is caused by surface scattering. The observation show that radar signatures of rain cells often contain segments, where the co-polarized as well the cross-polarized radar backscatter are strongly enhanced, which indicates non-Bragg scattering contributions to the scattering process. Furthermore, the polarimetric decomposition analysis shows that the C-band radar signature of a rain cell is dominated by surface scattering. Possible mechanisms, like scattering at splash products, are discussed. Whether the normalized radar cross section (NRCS) due to rain is increased or decreased depends on rain rate, wind speed, incidence angle, and history of the rain event. At low to moderate wind speeds (< 10 ms- 1) and low to medium high rain rates (< 50 mm h- 1), the NRCS is usually increased by up to 8 dB, and at high wind speeds (> 10 m s- 1) and low to high rain rates (but < 50 mm h- 1), the NRCS is usually decreased by up to 3 dB.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Organization:
USDOE
OSTI ID:
1478754
Journal Information:
Remote Sensing of Environment, Vol. 187, Issue C; ISSN 0034-4257
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 39 works
Citation information provided by
Web of Science

References (42)

A northerly winter monsoon surge over the South China Sea studied by remote sensing and a numerical model journal July 2012
Study of a Wind Front over the Northern South China Sea Generated by the Freshening of the North-East Monsoon journal June 2015
Origin of Storm Footprints on the Sea Seen by Synthetic Aperture Radar journal November 1994
An analysis of scatterometer returns from a water surface agitated by artificial rain: evidence that ring-waves are the main feature journal August 1993
Rain generated ring-waves: Measurements and modelling for remote sensing journal January 1997
Multi‐frequency scatterometer measurements on water surfaces agitated by artificial and natural rain journal January 2006
The effect of artificial rain on wave spectra and multi-polarisation X band radar backscatter journal January 2002
Radar modeling of a boreal forest journal July 1991
A review of target decomposition theorems in radar polarimetry journal March 1996
An entropy based classification scheme for land applications of polarimetric SAR journal January 1997
Effects of rain on Ku-band backscatter from the ocean journal January 2003
Assessment of Atmospheric Propagation Effects in SAR Images journal October 2009
Modeling and observation of the radar polarization signature of forested areas journal May 1989
SIR-C/X-SAR observations of rain storms journal February 1997
The SIR-C/X-SAR Synthetic Aperture Radar system journal July 1995
A semiempirical model of the normalized radar cross-section of the sea surface 1. Background model journal January 2003
Drop size effects on rain-generated ring-waves with a view to remote sensing applications journal January 2002
An ERS-1 synthetic aperture radar image of a tropical squall line compared with weather radar data journal May 2001
The Distribution of Raindrops with size journal August 1948
SAR Polarimetry to Observe Oil Spills journal February 2007
On the co‐polarized phase difference for oil spill observation journal March 2009
A simplified asymptotic theory for ocean surface electromagnetic wave scattering journal June 2007
A C-Band Wind/Rain Backscatter Model journal March 2007
Rain Effects on ASCAT-Retrieved Winds: Toward an Improved Quality Control journal July 2012
Characterization of Marine Surface Slicks by Radarsat-2 Multipolarization Features journal September 2014
Scatterometry of a drop impact on a salt water surface journal September 1995
Scatterometer data interpretation: Estimation and validation of the transfer function CMOD4 journal March 1997
C-Band Cross-Polarization Wind Speed Retrieval journal May 2011
Theories for the interaction of electromagnetic and oceanic waves ? A review journal January 1978
Theoretical model for scattering of radar signals in K u - and C-bands from a rough sea surface with breaking waves journal July 2001
Measurements of the Effect of Rain-Induced Sea Surface Roughness on the QuikSCAT Scatterometer Radar Cross Section journal October 2008
The Influence of Rainfall on Scatterometer Backscatter Within Tropical Cyclone Environments—Implications on Parameterization of Sea-Surface Stress journal December 2011
On the theory of electromagnetic scattering from a raindrop splash journal November 1990
Surface layer response to weak winds, westerly bursts, and rain squalls in the western Pacific warm pool journal January 1996
A Backscattering Model of Rainfall Over Rough Sea Surface for Synthetic Aperture Radar journal June 2015
Mapping sea surface oil slicks using RADARSAT-2 quad-polarization SAR image: MAPPING OIL SLICKS BY QUAD-POLARIZED SAR journal May 2011
Simultaneous observations of rain cells over the ocean by the synthetic aperture radar aboard the ERS satellites and by surface-based weather radars journal March 2001
An improved composite surface model for the radar backscattering cross section of the ocean surface: 1. Theory of the model and optimization/validation by scatterometer data journal November 1997
Investigation of multifrequency/multipolarization radar signatures of rain cells over the ocean using SIR-C/X-SAR data journal August 1998
Rain Identification in ASCAT Winds Using Singularity Analysis journal September 2014
Polarimetric Analysis of Backscatter From the Deepwater Horizon Oil Spill Using L-Band Synthetic Aperture Radar journal October 2012
ASCAT Wind Quality Control Near Rain journal August 2015

Cited By (8)

Detection of convective systems through surface wind gust estimation based on Sentinel-1 images: A new approach journal October 2018
A labelled ocean SAR imagery dataset of ten geophysical phenomena from Sentinel‐1 wave mode journal July 2019
Integrated Observations of Global Surface Winds, Currents, and Waves: Requirements and Challenges for the Next Decade journal July 2019
A Study of the Intensity of Tropical Cyclone Idai Using Dual-Polarization Sentinel-1 Data journal November 2019
Combining ASCAT and NEXRAD Retrieval Analysis to Explore Wind Features of Mesoscale Oceanic Systems journal September 2018
Copolarized and Cross‐Polarized SAR Measurements for High‐Resolution Description of Major Hurricane Wind Structures: Application to Irma Category 5 Hurricane journal June 2019
Developing a Quality Index Associated with Rain for Hurricane Winds from SAR journal November 2018
Estimation of Wind Direction in Tropical Cyclones Using C-Band Dual-Polarization Synthetic Aperture Radar journal February 2020

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