Modeling the dielectric behavior of saline soil at microwave frequencies

被引:18
作者
Gong, Huaze [1 ]
Shao, Yun [1 ]
Brisco, Brian [2 ]
Hu, Qingrong [3 ]
Tian, Wei [1 ]
机构
[1] Chinese Acad Sci, State Key Lab Remote Sensing Sci, Inst Remote Sensing Applicat, Beijing 100101, Peoples R China
[2] Nat Resources Canada, Canada Ctr Remote Sensing, Earth Sci Sect, Ottawa, ON K1A 0Y7, Canada
[3] China Aerosp Sci & Ind Corp, Beijing, Peoples R China
关键词
WET SOIL; BACKSCATTERING; MOISTURE;
D O I
10.5589/m13-004
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Soil salinization is a problem of global concern because of the economic impact and, consequently, its measurement and possible control are very important. Electromagnetic sensors such as ground penetrating radar and electromagnetic induction sensors are among the most widely used methods for the detection of soil components. This paper focuses on the dielectric behavior of saline soil at microwave frequencies. Five different soil types with varying levels of moisture and salinity were prepared in the laboratory and their dielectric properties were measured to evaluate the influence of moisture and salinity on the real and imaginary parts of the dielectric constant. An improved dielectric model for saline soil in the microwave frequency range was then developed (with two groups of equations for low- and high-frequency regions) with the regression parameters derived using the Levenberg-Marquardt and Universal Global Optimization methods. This modified model proved to be suitable for saline soil with a good degree of accuracy based on the statistics (R-2 and root mean square error) for both frequency ranges. For example, for the C band (5.25 GHz), discussion on how to use the improved dielectric model at moderate frequency is conducted. Future rigorous experiments under varying field conditions will be conducted to develop a more robust model for implementation using SAR remote sensing technology.
引用
收藏
页码:17 / 26
页数:10
相关论文
共 24 条
[1]   Analysis of the backscattering coefficient of salt-affected soils using modeling and RADARSAT-1 SAR data [J].
Aly, Ziad ;
Bonn, Ferdinand J. ;
Magagi, Ramata .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (02) :332-341
[2]   MICROWAVE DIELECTRIC BEHAVIOR OF WET SOIL .2. DIELECTRIC MIXING MODELS [J].
DOBSON, MC ;
ULABY, FT ;
HALLIKAINEN, MT ;
ELRAYES, MA .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1985, 23 (01) :35-46
[3]   MEASURING SOIL-MOISTURE WITH IMAGING RADARS [J].
DUBOIS, PC ;
VANZYL, J ;
ENGMAN, T .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (04) :915-926
[4]   Assessing salt-affected soils using remote sensing, solute modelling, and geophysics [J].
Farifteh, J ;
Farshad, A ;
George, RJ .
GEODERMA, 2006, 130 (3-4) :191-206
[5]   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
[6]   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
[7]   Effect of salinity on the dielectric properties of geological materials: Implication for soil moisture detection by means of radar remote sensing [J].
Lasne, Yannick ;
Paillou, Philippe ;
Freeman, Anthony ;
Farr, Tom ;
McDonald, Kyle C. ;
Ruffié, Gilles ;
Malézieux, Jean-Marie ;
Chapman, Bruce ;
Demontoux, François .
IEEE Transactions on Geoscience and Remote Sensing, 2008, 46 (06) :1674-1688
[8]   MAPPING SOIL-SALINITY USING CALIBRATED ELECTROMAGNETIC MEASUREMENTS [J].
LESCH, SM ;
RHOADES, JD ;
LUND, LJ ;
CORWIN, DL .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1992, 56 (02) :540-548
[9]   Fuzzy classification of JERS-1 SAR data: an evaluation of its performance for soil salinity mapping [J].
Metternicht, GI .
ECOLOGICAL MODELLING, 1998, 111 (01) :61-74
[10]   Remote sensing of soil salinity: potentials and constraints [J].
Metternicht, GI ;
Zinck, JA .
REMOTE SENSING OF ENVIRONMENT, 2003, 85 (01) :1-20