DocumentCode :
68573
Title :
Rice-Planted Area Mapping Using Small Sets of Multi-Temporal SAR Data
Author :
Miyaoka, Kanae ; Maki, Masayasu ; Susaki, Junichi ; Homma, Keiko ; Noda, Kentaro ; Oki, Kristi
Author_Institution :
Dept. of Civil & Earth Resources Eng., Kyoto Univ., Kyoto, Japan
Volume :
10
Issue :
6
fYear :
2013
fDate :
Nov. 2013
Firstpage :
1507
Lastpage :
1511
Abstract :
A rice-planted area map is a basic information resource for rice production management. Synthetic aperture radar (SAR) is an appropriate technique for rice mapping and so far is mostly based on extracting time series changes of backscattering (σ0) in a rice-planted area. However, sometimes there is not enough data to extract the σ0 curve for the area. To overcome this problem of a lack of data, we propose a method to detect rice-planted area by using small sets of multi-temporal SAR data. This method also addresses the fluctuation of σ0 values between SAR measurements. We have applied the method using multi-temporal ALOS/PALSAR data acquired over five years during the dry season. The rice-planted area was well detected and the viability of this method was demonstrated.
Keywords :
crops; geophysical image processing; remote sensing by radar; synthetic aperture radar; time series; vegetation mapping; SAR measurements; backscattering; dry season; multitemporal ALOS/PALSAR data; multitemporal SAR data; rice production management; rice-planted area mapping; synthetic aperture radar; time series changes; Accuracy; Backscatter; Data mining; Monitoring; Remote sensing; Synthetic aperture radar; Time series analysis; Normalization of backscatter; rice mapping; small sets of temporal data; synthetic aperture radar (SAR);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
Publisher :
ieee
ISSN :
1545-598X
Type :
jour
DOI :
10.1109/LGRS.2013.2261049
Filename :
6574230
Link To Document :
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