DETECTION OF RICE-PLANTED AREA USING MULTI-TEMPORAL ALOS/PALSAR DATA

被引:2
|
作者
Miyaoka, K. [1 ]
Maki, M. [1 ]
Susaki, J. [1 ]
Homma, K.
Yoshida, K.
Hongo, C.
机构
[1] Chiba Univ, Chiba, Japan
关键词
Microwave sensors; L-band; Remote monitoring; Agriculture; Asia;
D O I
10.1109/IGARSS.2012.6352608
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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 sigma(0) value of planted paddies is not consistent; and (ii) annual data fails to reveal time series change of sigma(0) 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.
引用
收藏
页码:6777 / 6780
页数:4
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