Modelling radar backscatter from crops during the growth cycle

被引:13
作者
Macelloni, G
Paloscia, S
Pampaloni, P
Ruisi, R
Dechambre, M
Valentin, R
Chanzy, A
Prévot, L
Bruguier, N
机构
[1] CNR, IFAC, I-50127 Florence, Italy
[2] CETP, CNRS, F-78140 Velizy Villacoublay, France
[3] INRA, Unite Climat Sol & Environm, F-84914 Avignon, France
来源
AGRONOMIE | 2002年 / 22卷 / 06期
关键词
remote sensing; crop biomass; backscattering model; synthetic aperture radar (SAR);
D O I
10.1051/agro:2002040
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
A radiative transfer model that represents vegetation as a collection of randomly oriented disks and almost vertical cylinders on a rough surface was implemented and used for interpreting radar backscattering from wheat and sunflowers fields. The model was used to simulate the growth cycle of wheat and sunflowers by using as inputs bio-physical data collected on the agricultural test site of the RESEDA project. A comparison with experimental data from the ERS/SAR and the French ERASME scatterometer collected at two frequencies, two polarisations and two incidence angles was carried out. The comparison shows that model simulations reproduce temporal trends and average values of experimental results fairly well, but in some cases some significant discrepancy exists between the absolute values. Moreover, the backscattering coefficient was found to be sensitive to the geometrical characteristics of wheat and sunflowers. Indeed, as the leaf area index increases, backscattering increases in the case of sunflowers, and decreases in the case of wheat.
引用
收藏
页码:575 / 579
页数:5
相关论文
共 17 条
[1]  
[Anonymous], 1982, RADAR REMOTE SENSING
[2]   SAR POLARIMETRIC FEATURES OF AGRICULTURAL AREAS [J].
BARONTI, S ;
DEL FRATE, F ;
FERRAZZOLI, P ;
PALOSCIA, S ;
PAMPALONI, P ;
SCHIAVON, G .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (14) :2639-2656
[3]   DISCRETE SCATTER MODEL FOR MICROWAVE RADAR AND RADIOMETER RESPONSE TO CORN - COMPARISON OF THEORY AND DATA [J].
CHAUHAN, NS ;
LEVINE, DM .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (02) :416-426
[4]   The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass [J].
Ferrazzoli, P ;
Paloscia, S ;
Pampaloni, P ;
Schiavon, G ;
Sigismondi, S ;
Solimini, D .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (01) :5-17
[5]   A physical model for microwave radiometry of vegetation [J].
Karam, MA .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (04) :1045-1058
[6]   ELECTROMAGNETIC SCATTERING FROM A LAYER OF FINITE LENGTH, RANDOMLY ORIENTED, DIELECTRIC, CIRCULAR-CYLINDERS OVER A ROUGH INTERFACE WITH APPLICATION TO VEGETATION [J].
KARAM, MA ;
FUNG, AK .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1988, 9 (06) :1109-1134
[7]   LEAF-SHAPE EFFECTS IN ELECTROMAGNETIC-WAVE SCATTERING FROM VEGETATION [J].
KARAM, MA ;
FUNG, AK .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1989, 27 (06) :687-697
[8]   Bridging the quasi-static and the physical optics approximations: an elliptic disk case [J].
Karam, MA .
APPLIED OPTICS, 1998, 37 (09) :1666-1673
[9]   VECTOR FORWARD SCATTERING THEOREM [J].
KARAM, MA ;
FUNG, AK .
RADIO SCIENCE, 1982, 17 (04) :752-756
[10]   The relationship between the backscattering coefficient and the biomass of narrow and broad leaf crops [J].
Macelloni, G ;
Paloscia, S ;
Pampaloni, P ;
Marliani, F ;
Gai, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (04) :873-884