Title :
Estimating rice growth parameters using X-band scatterometer data
Author :
Kim, Yihyun ; Hong, Sukyoung ; Choe, Eunyoung ; Lee, Hoonyol
Author_Institution :
Rural Dev. Adm., Nat. Acad. of Agric. Sci., Suwon, South Korea
Abstract :
In this study, we constructed an X-band automatic scatterometer system and analyzed scattering characteristics of paddy rice over the whole period of rice growth from transplanting to harvesting. The backscattering coefficients were calculated from the measured data at incidence angle 45° and full polarization (HH, VV, HV, VH) by applying the radar equation and compared with rice growth data such as plant height, stem number, fresh and dry weight and Leaf Area Index (LAI) that were collected at the same time of each scatterometer measurement. Based on the analysis of the relation between backscattering coefficients at X-band and rice growth parameters, we predicted the rice growth parameters using the radar backscattering data. Relationship between measured and estimated grain dry weight using the X-band backscattering coefficients (VV-polarization) is highly correlated (R2=0.94***). Results from this study show that backscattering coefficients X-band appear effective to estimate rice growth parameters.
Keywords :
crops; geophysical equipment; VV-polarization; X-band automatic scatterometer system; X-band backscattering coefficients; X-band scatterometer data; backscattering coefficients; grain dry weight; incidence angle; leaf area index; paddy rice; plant height; radar backscattering data; radar equation; rice growth data; rice growth parameters; stem number; Agriculture; Backscatter; Biomass; Radar measurements; Radar polarimetry; Weight measurement; X-band; backscattering coefficients; polarization; rice; scatterometer;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5654066