TY - JOUR
T1 - Multi-temporal radar backscattering measurements and modelling of rice fields using a multi-frequency (L, S, C, and X) scatterometer
AU - Jia, Mingquan
AU - Tong, Ling
AU - Zhang, Yuanzhi
AU - Chen, Yan
AU - Chopra, Rajiv
N1 - Funding Information:
This work was supported by the National Natural Science Foundation of China [no. 41071222 and 41271434], and also partially supported by the Open Research Fund of Key Laboratory of Digital Earth, Centre for Earth Observation and Digital Earth, Chinese Academy of Sciences [2011LDE007], and the funding of Shenzhen Municipal Science and Technology Innovation Council [JCYJ20120619151239947].
PY - 2014/2
Y1 - 2014/2
N2 - This article presents the backscattering coefficients of rice fields obtained using an L-, S-, C-, and X-band scatterometer system during the growth period for a rice field. The system has full-polarizations (VV, VH, HV, and HH) and can view various incidence angles (0°~90°) and azimuth angles (0°~360°). The field measurements were performed in Qionglai County of Chengdu (China) during the 2009 rice-growing season. The rice parameters, including biomass, leaf area index (LAI), and canopy structure, were also measured experimentally in the field. The results indicate that the backscattering coefficients are sensitive to the biomass and LAI. Combined with the rice parameters, the scattering properties of rice growth are analysed using the Monte Carlo model, which relies on a realistic description of the rice, enhancing the backscattering and clustering effects of the scatterers. The model is also improved using more realistic growth characteristics of rice to obtain accurate statistics for the backscattering coefficients, including the random tilt angle of rice stems and the probability density function (PDF) of rice leaves. The modelling results agree quite well with the field measurements of rice backscattering.
AB - This article presents the backscattering coefficients of rice fields obtained using an L-, S-, C-, and X-band scatterometer system during the growth period for a rice field. The system has full-polarizations (VV, VH, HV, and HH) and can view various incidence angles (0°~90°) and azimuth angles (0°~360°). The field measurements were performed in Qionglai County of Chengdu (China) during the 2009 rice-growing season. The rice parameters, including biomass, leaf area index (LAI), and canopy structure, were also measured experimentally in the field. The results indicate that the backscattering coefficients are sensitive to the biomass and LAI. Combined with the rice parameters, the scattering properties of rice growth are analysed using the Monte Carlo model, which relies on a realistic description of the rice, enhancing the backscattering and clustering effects of the scatterers. The model is also improved using more realistic growth characteristics of rice to obtain accurate statistics for the backscattering coefficients, including the random tilt angle of rice stems and the probability density function (PDF) of rice leaves. The modelling results agree quite well with the field measurements of rice backscattering.
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U2 - 10.1080/01431161.2013.876117
DO - 10.1080/01431161.2013.876117
M3 - Article
AN - SCOPUS:84894036647
SN - 0143-1161
VL - 35
SP - 1253
EP - 1271
JO - International Joural of Remote Sensing
JF - International Joural of Remote Sensing
IS - 4
ER -