Title :
Detection of rice-planted area using multi-temporal ALOS/PALSAR data
Author :
Miyaoka, K. ; Maki, M. ; Susaki, J. ; Homma, K. ; Yoshida, K. ; Hongo, C.
Author_Institution :
Grad. Sch. of Eng., Kyoto Univ., Kyoto, Japan
Abstract :
A rice-planted area map is a basic information resource for rice production management. In this study, a method is proposed to detect the annual rice-planted area by using multi-temporal phased array type L-band synthetic aperture radar. This method addresses two problems: (i) the σ0 value of planted paddies is not consistent; and (ii) annual data fails to reveal time series change of σ0 value in rice-planted area. Data were acquired from both planted and non-planted paddies in the dry season. Accuracy assessment was performed based on field survey data. As a result, the proposed method was effective at revealing the annual rice-planted area. It was also found that data acquired in the rice growth stage contributes to determining the rice-planted area with high accuracy. Further investigation is required that sets more detailed classes to reduce the rate of misclassification and eliminates small regions in detected images.
Keywords :
agricultural engineering; agriculture; crops; phased array radar; radar imaging; synthetic aperture radar; advanced land observing satellites; image detection; multitemporal ALOS-PALSAR data; multitemporal phased array type L-band synthetic aperture radar; planted paddies; rice growth stage; rice production management; rice-planted area detection; Accuracy; Agriculture; Backscatter; Educational institutions; Monitoring; Standards; Synthetic aperture radar; Agriculture; Asia; L-band; Microwave sensors; Remote monitoring;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352608