SURFACE PARAMETER INVERSION SCHEME OVER AGRICULTURAL FIELDS WITH CROP RESIDUES AND UNDER LOW VEGETATION COVER FROM RADARSAT-2 IMAGERY

被引：0

作者：

Huang, Xiaodong ^{[1
]}

Wang, Jinfei ^{[1
]}

Shang, Jiali ^{[2
]}

机构：

[1] Univ Western Ontario, Dept Geog, London, ON N6A 5C2, Canada

[2] Agr & Agri Food Canada, Ottawa, ON K1A 0C5, Canada

来源：

2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2015年

关键词：

Polarimetric SAR; Agriculture; Surface parameters; SCATTERING MODEL; ROUGHNESS; RETRIEVAL; SOIL;

D O I：

暂无

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：

Many research studies have investigated the retrieval of surface parameters for bare soils. This study attempts to take into account agricultural fields with crop residues and low vegetation cover. An adaptive two-component decomposition (ATCD) method is developed in this paper to invert surface parameters in these fields. The study area is located in Southwestern Ontario, Canada where two wheat fields and two corn-residue fields are selected as sample sites. Three fully polarimetric RADARSAT-2 data, which were acquired in 2013 and 2014 respectively, are employed for the validation. The ATCD has 100% inversion rate compared with the Bragg and X-Bragg models, while its root mean square errors (RMSE) of the soil moisture and roughness have the lowest value of 6.72% and 0.33, respectively. The derived soil moisture in wheat field also has the lowest RMSE value of 3.97% compared with the Y-CIEM.

引用

页码：3203 / 3206

页数：4

共 13 条

[1] Calibration of the Integral Equation Model for SAR data in C-band and HH and VV polarizations [J].

Baghdadi, N ;

Holah, N ;

Zribi, M .

INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (04) :805-816

[2] 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

[3] BACKSCATTERING FROM A RANDOMLY ROUGH DIELECTRIC SURFACE [J].

FUNG, AK ;

LI, ZQ ;

CHEN, KS .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1992, 30 (02) :356-369

[4] MICROWAVE DIELECTRIC BEHAVIOR OF WET SOIL .1. EMPIRICAL-MODELS AND EXPERIMENTAL-OBSERVATIONS [J].

HALLIKAINEN, MT ;

ULABY, FT ;

DOBSON, MC ;

ELRAYES, MA ;

WU, LK .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1985, 23 (01) :25-34

[5]

Huang X., 2014, 10 EUR C SYNTH AP RA, P568

[6]

Kim Y, 2001, INT GEOSCI REMOTE SE, P1395, DOI 10.1109/IGARSS.2001.976856

[7] First Demonstration of Agriculture Height Retrieval With PolInSAR Airborne Data [J].

Lopez-Sanchez, Juan M. ;

Hajnsek, Irena ;

David Ballester-Berman, J. .

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2012, 9 (02) :242-246

[8] Quantitative retrieval of soil moisture content and surface roughness from multipolarized radar observations of bare soil surfaces [J].

Oh, Y .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (03) :596-601

[9] Estimation of Surface Roughness Parameter in Intertidal Mudflat Using Airborne Polarimetric SAR Data [J].

Park, Sang-Eun ;

Moon, Wooil M. ;

Kim, Duk-jin .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (04) :1022-1031

[10] Model-Based Decomposition of Polarimetric SAR Covariance Matrices Constrained for Nonnegative Eigenvalues [J].

van Zyl, Jakob J. ;

Arii, Motofumi ;

Kim, Yunjin .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (09) :3452-3459

← 1 2 →