Modelling L band backscattering of wheat in Argentinean Pampas and its application to soil moisture retrieval

被引:2
作者
Acuna, M. A. [1 ,2 ]
Fascetti, F. [3 ]
Ferrazzoli, P. [1 ]
Guerriero, L. [1 ]
Pierdicca, N. [3 ]
机构
[1] Univ Roma Tor Vergata, DICII, Dept Civil Engn & Comp Sci Engn, Via Politecn 1, I-00133 Rome, Italy
[2] Comis Nacl Actividades Espaciales CONAE, Buenos Aires, DF, Argentina
[3] Sapienza Univ Rome, Dept Informat Engn Elect Telecommun, DIET, Rome, Italy
关键词
ROUGH INTERFACE; VEGETATION; SCATTERING; SAR; SERIES;
D O I
10.1080/01431161.2020.1727050
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
In this paper a data base of L band backscattering simulations, based on the application of a discrete scattering model and detailed ground truth collected over Argentinean wheat fields, is tested. The simulations are directly compared against backscattering measurements collected over single fields. Then the scattering model is used to tune a semi empirical and manageable model function. Finally this function, jointly with a multi-temporal algorithm, is used for soil moisture retrieval and results are tested against an independent set of measurements. The site used for training and validation is located in the Pampas region, which will be continuously monitored in the framework of the SAOCOM (SAtelite Argentino de Observacion COn Microondas) programme. In general, both the direct model and the retrieval algorithm produce consistent results. However, variation in the azimuth angle of observation produces appreciable effects, and some discrepancies are observed for radar observations collected just after a rainfall. These issues deserve further investigation with a larger amount of experimental data.
引用
收藏
页码:5083 / 5102
页数:20
相关论文
共 31 条
[1]   VEGETATION MODELED AS A WATER CLOUD [J].
ATTEMA, EPW ;
ULABY, FT .
RADIO SCIENCE, 1978, 13 (02) :357-364
[2]   Semi-Empirical Calibration of the Integral Equation Model for Co-Polarized L-Band Backscattering [J].
Baghdadi, Nicolas ;
Zribi, Mehrez ;
Paloscia, Simonetta ;
Verhoest, Niko E. C. ;
Lievens, Hans ;
Baup, Frederic ;
Mattia, Francesco .
REMOTE SENSING, 2015, 7 (10) :13626-13640
[3]   Dense Temporal Series of C- and L-band SAR Data for Soil Moisture Retrieval Over Agricultural Crops [J].
Balenzano, Anna ;
Mattia, Francesco ;
Satalino, Giuseppe ;
Davidson, Malcolm W. J. .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2011, 4 (02) :439-450
[4]   A fully polarimetric multiple scattering model for crops [J].
Bracaglia, M ;
Ferrazzoli, P ;
Guerriero, L .
REMOTE SENSING OF ENVIRONMENT, 1995, 54 (03) :170-179
[5]   Monostatic and Bistatic Scattering Modeling of the Anisotropic Rough Soil [J].
Comite, Davide ;
Pierdicca, Nazzareno .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 57 (05) :2543-2556
[6]   Influence of geometrical factors on crop backscattering at C-band [J].
Della Vecchia, A ;
Ferrazzoli, P ;
Guerriero, L ;
Blaes, X ;
Defourny, P ;
Dente, L ;
Mattia, F ;
Satalino, G ;
Strozzi, T ;
Wegmüller, U .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (04) :778-790
[7]   Comparative analysis of the accuracy of surface soil moisture estimation from the C- and L-bands [J].
El Hajj, Mohammad ;
Baghdadi, Nicolas ;
Zribi, Mehrez .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2019, 82
[8]   Penetration Analysis of SAR Signals in the C and L Bands for Wheat, Maize, and Grasslands [J].
El Hajj, Mohammad ;
Baghdadi, Nicolas ;
Bazzi, Hassan ;
Zribi, Mehrez .
REMOTE SENSING, 2019, 11 (01)
[9]   The Soil Moisture Active Passive (SMAP) Mission [J].
Entekhabi, Dara ;
Njoku, Eni G. ;
O'Neill, Peggy E. ;
Kellogg, Kent H. ;
Crow, Wade T. ;
Edelstein, Wendy N. ;
Entin, Jared K. ;
Goodman, Shawn D. ;
Jackson, Thomas J. ;
Johnson, Joel ;
Kimball, John ;
Piepmeier, Jeffrey R. ;
Koster, Randal D. ;
Martin, Neil ;
McDonald, Kyle C. ;
Moghaddam, Mahta ;
Moran, Susan ;
Reichle, Rolf ;
Shi, J. C. ;
Spencer, Michael W. ;
Thurman, Samuel W. ;
Tsang, Leung ;
Van Zyl, Jakob .
PROCEEDINGS OF THE IEEE, 2010, 98 (05) :704-716
[10]   A SCATTER MODEL FOR VEGETATION UP TO KU-BAND [J].
EOM, HJ ;
FUNG, AK .
REMOTE SENSING OF ENVIRONMENT, 1984, 15 (03) :185-200