DocumentCode :
144092
Title :
Optical remote sensing for long-term changes of surface sediments on tidal flats: Preliminary results in the West Coast of Korea
Author :
Wook Park ; Yoon-Kyung Lee ; Dong-Jae Kwon ; Joong-Sun Won
Author_Institution :
Dept. of Earth Syst. Sci., Yonsei Univ., Seoul, South Korea
fYear :
2014
fDate :
13-18 July 2014
Firstpage :
4335
Lastpage :
4338
Abstract :
The main objective of this study is long-term monitoring of surface sediment on tidal flats using optical remote sensing. Tidal flat reflectance is sensitive to conditions that constantly change and cause variation of interstitial water contents along with exposure time, remnant water, etc. It is difficult to retrieve sediment grain size from optical reflectance alone without correcting the tidal condition effects. In this study, the tidal flat surface reflectance model according to grain size is proposed by two-step PCA transformation to remove tidal effects. The proposed method showed a potential to classify sediment by grain size regardless of exposure time and tidal conditions. We applied the method to nine scenes of LANDSAT TM images acquired between 1988 and 2009. The preliminary results well demonstrated that the proposed approach is effective to monitor changes of grain size distribution at a large scale independent of tidal conditions. However, this method has a limitation particularly over the vegetated areas and sand shoals mainly because of strong reflection in the NIR channels compared with other areas. For the validation, this study requires further field survey to obtain more in-situ data.
Keywords :
grain size; oceanographic techniques; remote sensing; sediments; tides; AD 1988 to 2009; Korea west coast; LANDSAT TM images; NIR channels; exposure time; grain size distribution changes; grain size sediment; in-situ data; interstitial water contents; long-term surface sediment changes; optical reflectance; optical remote sensing; remnant water; sand shoals; sediment grain size; tidal condition effects; tidal conditions; tidal effects; tidal flat; tidal flat surface reflectance model; two-step PCA transformation; vegetated areas; Earth; Grain size; Reflectivity; Remote sensing; Satellites; Sea surface; Sediments; Optical remote sensing; Surface sediment; Tidal flat;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
Type :
conf
DOI :
10.1109/IGARSS.2014.6947449
Filename :
6947449
Link To Document :
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