Insights Into Polarimetric Processing for Wetlands From Backscatter Modeling and Multi-Incidence Radarsat-2 Data

被引:9
作者
Ahern, Frank [1 ]
Brisco, Brian [2 ]
Murnaghan, Kevin [2 ]
Lancaster, Philip [3 ]
Atwood, Donald K. [4 ]
机构
[1] TerreVista Earth Imaging, Brockville, ON K6V IA3, Canada
[2] Nat Resources Canada, Canada Ctr Mapping & Earth Observat, Ottawa, ON K1A 0Y7, Canada
[3] Lancaster Geog, Eganville, ON K0J 1T0, Canada
[4] Michigan Tech Res Inst, Ann Arbor, MI 48105 USA
关键词
C-band; decomposition; Fresnel reflection; polarimetry; SAR; ELECTROMAGNETIC SCATTERING MODEL; GROUND PLANE; SAR DATA; X-BAND; DECOMPOSITION; RICE;
D O I
10.1109/JSTARS.2018.2850155
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We have observed unexpected results using the Freeman-Durden (FD) and other polarimetric decompositions in Radarsat-2 quad-pol data from many swamps in Eastern Ontario. In particular, the decompositions reported minimal backscatter from the double-bounce mechanism in a situation where there was compelling evidence that double-bounce backscatter contributed substantially to the return. This led to a hypothesis that the FD and similar models give erroneous results because of the physics of Fresnel reflection of wood, a lossy dielectric material, that makes up the vertical reflecting surfaces in swamps. We found some support for this hypothesis in the literature, and now report on an extensive theoretical and observational investigation. This work has shown that the Freeman-Durden decomposition, and other decompositions that use the same logic, will often mistake double-bounce backscatter as single-bounce backscatter in wetlands. This is a consequence of the fundamental physics of Fresnel reflection. It is important for users to be aware of this pitfall. Double-bounce backscatter from natural surfaces can he identified without recourse to polarimetric decomposition. The simplest, and most reliable, indicator of double-bounce backscatter is a high return in HH polarization. Double-bounce backscatter will generally produce higher return in HH than any other scattering mechanism. If both HH and VV polarizations are available, a high HH/VV intensity ratio is also a strong indicator of double-bounce backscatter. Additional modeling efforts are expected to provide further insights that can lead to improved applications of polarimetric data.
引用
收藏
页码:3040 / 3050
页数:11
相关论文
共 23 条
[1]   Monitoring of the Rice Cropping System in the Mekong Delta Using ENVISAT/ASAR Dual Polarization Data [J].
Bouvet, Alexandre ;
Le Toan, Thuy ;
Lam-Dao, Nguyen .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (02) :517-526
[2]  
Brisco B., 2015, IEEE J-STARS, V8, P3583
[3]   Seasonal Change in Wetland Coherence as an Aid to Wetland Monitoring [J].
Brisco, Brian ;
Ahern, Frank ;
Murnaghan, Kevin ;
White, Lori ;
Canisus, Francis ;
Lancaster, Philip .
REMOTE SENSING, 2017, 9 (02)
[4]  
Cloude S., 2010, Polarisation: applications in remote sensing
[5]   A three-component scattering model for polarimetric SAR data [J].
Freeman, A ;
Durden, SL .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (03) :963-973
[6]   Fitting a two-component scattering model to polarimetric SAR data from forests [J].
Freeman, Anthony .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (08) :2583-2592
[7]   INSITU CONTROL OF GA(AL)AS MBE LAYERS BY PYROMETRIC INTERFEROMETRY [J].
GROTHE, H ;
BOEBEL, FG .
JOURNAL OF CRYSTAL GROWTH, 1993, 127 (1-4) :1010-1013
[8]   Radar detection of wetland ecosystems: a review [J].
Henderson, Floyd M. ;
Lewis, Anthony J. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2008, 29 (20) :5809-5835
[9]   RADAR DETECTION OF FLOODING BENEATH THE FOREST CANOPY - A REVIEW [J].
HESS, LL ;
MELACK, JM ;
SIMONETT, DS .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1990, 11 (07) :1313-1325
[10]   Double-Bounce Component in Cross-Polarimetric SAR From a New Scattering Target Decomposition [J].
Hong, Sang-Hoon ;
Wdowinski, Shimon .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (06) :3039-3051