Monitoring Red Tide in South Sea of Korea (SSK) Using the Geostationary Ocean Color Imager (GOCI)

被引:21
作者
Son, Young Baek [1 ]
Kang, Yoon Hyang [2 ]
Ryu, Joo Hyung [1 ]
机构
[1] KIOST, Korea Ocean Satellite Ctr, Ansan, South Korea
[2] Marine Tech Engn Consultant Co Ltd, R&D Ctr, Ansan, South Korea
关键词
SSK; Spectral classification; GOCI; Cochlodinium polykrikoides blooms;
D O I
10.7780/kjrs.2012.28.5.6
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
To identify Cochlodinium polykrikoides red tide from non-red tide water (satellite high chlorophyll waters) in the South Sea of Korea (SSK), we improved a spectral classification method proposed by Son et al.(2011) for the world first Geostationary Ocean Color Imager (GOCI). C. polykrikoides blooms and non-red tide waters were classified based on four different criteria. The first step revealed that the radiance peaks of potential red tide water occurred at 555 and 680 nm (fluorescence peak). The second step separated optically different waters that were influenced by relatively low and high contributions of colored dissolved organic matter (CDOM) (including detritus) to chlorophyll. The third and fourth steps discriminated red tide water from non-red tide water based on the blue-to-green ratio, respectively. After applying the red tide classification, the spectral response of C. polykrikoides red tide water, which is influenced by pigment concentration as well as CDOM (detritus), showed different slopes for the blue and green bands (lower slope at blue bands and higher slope at green bands). The opposite result was found for non-red tide water. This modified spectral classification method for GOCI led to increase user accuracy for C. polykrikoides and non-red tide blooms and provided a more reliable and robust identification of red tides over a wide range of oceanic environments than was possible using chlorophyll a concentration, or proposed red tide detection algorithms. Maps of C. polykrikoides red tide in SSK outlined patches of red tide covering the area near Naro-do and Tongyeong during the end of July and early of August, 2012 and extending into from Wan-do and Geoje-do during the middle of August, 2012.
引用
收藏
页码:531 / 548
页数:18
相关论文
共 33 条
[1]   Development of atmospheric correction algorithm for Geostationary Ocean Color Imager (GOCI) [J].
Jae-Hyun Ahn ;
Young-Je Park ;
Joo-Hyung Ryu ;
Boram Lee ;
Im Sang Oh .
Ocean Science Journal, 2012, 47 (3) :247-259
[2]   Satellite detection of harmful algal bloom occurrences in Korean waters [J].
Ahn, YH ;
Shanmugam, P ;
Ryu, JH ;
Jeong, JC .
HARMFUL ALGAE, 2006, 5 (02) :213-231
[3]  
AHN YH, 1998, J KOREAN SOC REMOTE, V14, P353
[4]   Detecting the red tide algal blooms from satellite ocean color observations in optically complex Northeast-Asia Coastal waters [J].
Ahn, Yu-Hwan ;
Shanmugam, Palanisamy .
REMOTE SENSING OF ENVIRONMENT, 2006, 103 (04) :419-437
[5]   Remote sensing of sea surface Sun-induced chlorophyll fluorescence: Consequences of natural variations in the optical characteristics of phytoplankton and the quantum yield of chlorophyll a fluorescence [J].
Babin, M ;
Morel, A ;
Gentili, B .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1996, 17 (12) :2417-2448
[6]   A novel technique for detection of the toxic dinoflagellate, Karenia brevis, in the Gulf of Mexico from remotely sensed ocean color data [J].
Cannizzaro, Jennifer P. ;
Carder, Kendall L. ;
Chen, F. Robert ;
Heil, Cynthia A. ;
Vargo, Gabriel A. .
CONTINENTAL SHELF RESEARCH, 2008, 28 (01) :137-158
[7]   Semianalytic Moderate-Resolution Imaging Spectrometer algorithms for chlorophyll a and absorption with bio-optical domains based on nitrate-depletion temperatures [J].
Carder, KL ;
Chen, FR ;
Lee, ZP ;
Hawes, SK ;
Kamykowski, D .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1999, 104 (C3) :5403-5421
[8]   Red and black tides: Quantitative analysis of water-leaving radiance and perceived color for phytoplankton, colored dissolved organic matter, and suspended sediments [J].
Dierssen, Heidi M. ;
Kudela, Raphael M. ;
Ryan, John P. ;
Zimmerman, Richard C. .
LIMNOLOGY AND OCEANOGRAPHY, 2006, 51 (06) :2646-2659
[9]   Linkages between coastal runoff and the Florida Keys ecosystem: A study of a dark plume event [J].
Hu, CM ;
Muller-Karger, FE ;
Vargo, GA ;
Neely, MB ;
Johns, E .
GEOPHYSICAL RESEARCH LETTERS, 2004, 31 (15) :L153071-4
[10]   Comparison of ship and satellite bio-optical measurements on the continental margin of the NE Gulf of Mexico [J].
Hu, CM ;
Muller-Karger, FE ;
Biggs, DC ;
Carder, KL ;
Nababan, B ;
Nadeau, D ;
Vanderbloemen, J .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2003, 24 (13) :2597-2612