Cochlodinium polykrikoides red tide detection in the South Sea of Korea using spectral classification of MODIS data

Ocean Science Journal

Volumn 46, Issue 4, 2011, Pages 239-263

  Son, Young Baek ^a,b   Ishizaka, Joji ^b   Jeong, Jong Chul ^c   Kim, Hyun Choel ^a   Lee, Taehee ^a  

^a Korea Research Institute of Ships and Ocean Engineering   (South Korea)

^b NAGOYA UNIVERSITY   (Japan)

^c Namseoul University   (South Korea)

Author keywords

Cochlodinium polykrikoides blooms; harmful algal bloom (HAB); MODIS; red tide detection; spectral classification

Indexed keywords

ALGORITHM; CHLOROPHYLL A; DETECTION METHOD; DISSOLVED ORGANIC MATTER; MODIS; OCEAN TIDE; PHYTOPLANKTON; RED TIDE; SPATIAL VARIATION; SPECTRAL ANALYSIS; TEMPORAL VARIATION;

KOREA;

ALGAE; COCHLODINIUM POLYKRIKOIDES;

EID: 84855337241     PISSN: 17385261     EISSN: None     Source Type: Journal    
DOI: 10.1007/s12601-011-0019-6     Document Type: Article

References (48)

1. Ahn Y-H, Moon J-E (1998) Specific absorption coefficients for chlorophyll and suspended sediment in the Yellow and Mediterranean Sea. Korean J Remote Sens 14(4): 353-365.
2. Ahn YH, Shanmugam P (2006) Detecting the red tide algal bloom from satellite ocean color observations in optically complex Northeast-Asia Coastal waters. Remote Sens Environ 103: 419-437.
3. Ahn YH, Shanmugam P, Ryu JH, Jeong JC (2006) Satellite detection of harmful algal bloom occurrences in Korean waters. Harmful Algae 5: 213-231.
4. Babin M, Morel A, Gentili B (1996) Remote sensing of sea surface sun-induced chlorophyll-a fluorescence: Consequences of natural variation in the optical characteristics of phytoplankton and the quantum yield of chlorophyll a fluorescence. Int J Remote Sens 17: 2417-2448.
5. Bricaud A, Babin M, Morel A, Claustre H (1995) Variability in the chlorophyll-specific absorption coefficients of natural phytoplankton: analysis and parameterization. J Geophys Res 100: 13, 321-13, 332.
6. Cannizzaro JP, Carder KL, Chen FR, Heil CA, Vargo GA (2008) A novel technique for detection of the toxic dinoflagellate, K. brevis, in the Gulf of Mexico from remotely sensed ocean color data. Cont Shelf Res 28: 137-158.
7. Carder KL, Chen FR, Lee ZP, Hawes SK, Kamykowski D (1999) Semianalytic Moderate-Resolution Imaging Spectrometer algorithms for chlorophyll-a and absorption with bio-optical domains based on nitrate-depletion temperatures. J Geophys Res 104: 5403-5421.
8. Ciotti AM, Lewis MR, Cullen JJ (2002) Assessment of the relationships between dominant cell size in natural phytoplankton communities and the spectral shape of the absorption coefficient. Limnol Oceanogr 47(62): 404-417.
9. Dierssen HM, Kudela RM, Ryan JP, Zimmerman RC (2006) Red and black tides: Quantitative analysis of water-leaving radiance and perceived color for phytoplankton, colored dissolved organic matter, and suspended sediments. Limnol Oceanogr 51(6): 2646-2659.
10. Esaias W, Abbott M, Barton I, Brown OB, Campbell JW, Carder KL, Clark DK, Evans RH, Hoge FE, Gordon HR, Balch WM, Letelier R, Minnett PJ (1998): an overview of MODIS capabilities for ocean science observations. IEEE Trans Geosci Remote Sens 36: 1250-1265.
11. Franz BA (2006a) Extension of MODIS Ocean Processing Capabilities to Include the 250 & 500-meter Land/Cloud Bands, NASA Ocean Biology Processing Group, Ocean Color Web. http://oceancolor. gsfc. nasa. gov/DOCS/modis_hires/.
12. Franz BA (2006b) MSL12: The Multi-Sensor Level-1 to Level 2 Code, NASA Ocean Biology Processing Group, Ocean Color Web. http://oceancolor. gsfc. nasa. gov/DOCS/MSL12/.
13. Gordon HR, Wang M (1994) Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: a preliminary algorithm. Appl Optics 33: 443-452.
14. Hooker SB, Firestone ER, Acker JC (1994) SeaWiFS Pre-launch Radiometric Calibration and Spectral Characterization. SeaWiFS technical report series, NASA Technical Memorandum 104566, Vol. 23.
15. Hu C, Muller-Karger FE, Biggs DC, Carder KL, Nababan B, Dadeau D, Vanderbloemen J (2003) Comparison of ship and satellite bio-optical measurements on the continental margin of the NE Gulf of Mexico. Int J Remote Sens 24(13): 2597-2612.
16. Hu C, Muller-Karger FE, Vargo GA, Neely MB, Johns E (2004) Linkages between coastal runoff and the Florida Keys ecosystem: a study of a dark plume event. Geophys Res Lett 31. doi: 10. 1029/2004GL020382.
17. Hu C, Muller-Karger FE, Taylor C, Carder KL, Kelble C, Johns E, Heil CA (2005) Red tide detection and tracing using MODIS fluorescence data: a regional example in SW Florida coastal waters. Remote Sens Environ 97: 311-321.
18. IOCCG (2000) Remote sensing of ocean colour in coastal, and other optically-complex, waters. In: Sathyendranath S (ed) Report of the International Ocean-Color Coordination Group, no. 3, Dartmouth, 140 p.
19. Ishizaka J, Kitaura Y, Touke Y, Sasaki H, Tanaka A, Murakami H, Suzuki T, Matsuoka K, Nakata H (2006) Satellite detection of red tide in Ariake Sound, 1998-2001. J Oceanogr 62: 37-45.
20. Kang YS, Kim HG, Lim WE, Lee CK (2002) An unusual coastal environment and Cochlodinium polykrikoides blooms in 1995 in the South Sea of Korea. J Korean Soc Oceanogr 37(4): 1-12.
21. Kim HG, Choi WJ, Jung YG, Park PS, An KH, Baek CI (1999) Initiation of Cochlodinium polykrikoides blooms and its environmental characteristics around the Narodo Island in the western part of South Sea of Korea. Bull Natl Fish Res Dev Inst Korea 57: 119-129 (in Korean).
22. Kim Y, Byun Y, Kim Y, Eo Y (2009) Detection of Cochlodinium polykrikoides red tide based on two-stage filtering using MODIS data. Desalination 249: 1171-1179.
23. Lee D-K, Niller P (2003) Ocean response to Typhoon Rusa in the South Sea of Korea and in the East China Sea. J Korean Soc Oceanogr 38(2): 60-67.
24. Lee D-K (2008) Cochlodinium polykriklides blooms and ecophysical conditions in the South Sea of Korea. Harmful Algae 7: 318-323.
25. Lee SG, Kim HG, Bae HM, Kang YS, Jeong CS, Lee CK, Kim SY, Kim CS, Lim WA, Cho US (2002) Handbook of harmful marine algal blooms in Korean waters. National Fisheries Research and Development Institute, Republic of Korea, 172 p.
26. Lee YS (2006) Factors affecting outbreaks of high-density Cochlodinium polykrikoides red tides in the coastal seawaters around Yeosu and Tongyeong, Korea. Mar Pollut Bull 52: 1249-1259.
27. Letelier RM, Abbott MR (1996) An analysis of chlorophyll fluorescence algorithms for the Moderate Resolution Imaging Spectrometer (MODIS). Remote Sens Environ 58: 215-223.
28. Lim WA, Lee YS, Lee SG (2008) Characteristic of environmental factors related to outbreak and decline of Cochlodinium polykrikoides bloom in the southeast coastal waters of Korea, 2007. J Korean Soc Oceanogr 13(3): 325-332 (in Korean).
29. McClain CR, Feldman GC, Hooker SB (2004) An overview of the SeaWiFS project and strategies for producing a climate research quality global ocean bio-optical time series. Deep-Sea Res II 51: 5-42.
30. Morel A (1988) Optical modeling of the upper ocean in relation to its biogenous matter content (case I water). J Geophys Res 93: 10749-10768.
31. Morel A, Maritorena S (2001) Bio-optical properties of oceanic waters: a reappraisal. J Geophys Res 106: 7163-7180.
32. NFRDI (2004) Harmful Algal Blooms in Korean Coastal Waters from 2002 to 2003. National Fisheries Research and Development Institute, Republic of Korea, 274 p (in Korean).
33. NFRDI (2005) Harmful Algal Blooms in Korean Coastal Waters in 2004. National Fisheries Research and Development Institute, Republic of Korea, 95 p (in Korean).
34. O'Reilly JE, Maritorena S, Siegel DA, O'Brien MC, Toole D, Mitchell BG, Kahru M, Chavez FP, Strutton P, Cota GF, Hooker SB, McClain CR, Carder KL, Muller-Karger F, Harding L, Magnuson A, Phinney D, Moore GF, Aiken J, Arrigo KR, Letelier R, Culver M (2000) Ocean Color chlorophyll a algorithms for SeaWiFS, OC2 and OC4: Version 4. In: Hooker SB, Firestone ER (eds) SeaWiFS Postlaunch Calibration and Validation Analysis, Part 3, SeaWiFS Postlaunch Tech. Rep. Ser., vol. 11, NASA/TM-2000-206892, NASA, Greenbelt, MD, pp 9-27.
35. Ryan JP, Dierssen HM, Kudela RM, Scholin CA, Johnson KS, Sullivan JM, Fisher AM, Rienecker EV, Mcenaney PR, Chavez FP (2005) Coastal ocean physics and red tides: an example from Monterey Bay, California. Oceanogr 18(2): 246-255.
36. Sasaki H, Tanaka A, Iwataki M, Touke Y, Siswanto E, Knee TC, Ishizaka J (2008) Optical Properties of Red Tide in Isahaya Bay, Southwestern Japan: influence of chlorophyll a concentration. J Oceanogr 64: 511-523.
37. Sathyendranath S, Cota G, Stuart V, Maass M, Platt T (2001) Remote sensing of phytoplankton pigments: a comparison of empirical and theoretical approaches. Int J Remote Sens 22: 249-273.
38. Schofield O, Gryzmski J, Bissett WP, Kirkpatrick GJ, Millie DF, Moline M, Roesler CS (1999) Optical monitoring and forecasting systems for harmful algal bloom: possibility or pipe dream? J Phycol 35: 1477-1496.
39. Shanmugam P, Ahn Y-H, Ram PS (2008) SeaWiFS sensing of hazardous algal blooms and their underlying mechanisms in shelf-slope waters of the Northwest Pacific during summer. Remote Sens Environ 112: 3248-3270.
40. Siegel DA, Maritorena S, Nelson NB, Behrenfeld MJ (2005) Independence and interdependencies among global ocean color properties: reassessing the bio-optical assumption. J Geophys Res 110: C07011. doi: 10. 1029/2004JC002527.
41. Stramski D, Kiefer DA (1991) Light scattering by microorganisms in the open ocean. Progr Oceanogr 28: 343-393.
42. Stumpf RP, Culver ME, Tester PA, Tomlinson M, Kirkpatrick GJ, Pederson BA, Truby E, Ransibrahmanakuf V, Soracco M (2003) Monitoring Karenia brevis blooms in the Gulf of Mexico using satellite ocean color imagery and other data. Harmful Algae 2: 147-160.
43. Suh YS, Jang LH, Lee NK, Ishizaka J (2004) Feasibility of red tide detection around Korea waters using satellite remote sensing. J Fish Sci Tech 7(3): 148-162.
44. Tomlinson MC, Stumpf RP, Ransibrahmanakul V, Turby EW, Kirkpatrick GJ, Perderson BA, Gabriel AV, Heil CA (2004) Evaluation of the use of SeaWiFS imagery for detecting Karenia brevia harmful algal blooms in the eastern Gulf of Mexico. Remote Sens Environ 91: 293-303.
45. Tomlinson MC, Wynne TT, Stumpf RP (2009) An evaluation of remote sensing techniques for enhanced detection of the toxic dinoflagellate, Karenia brevis. Remote Sens Environ 113: 589-609.
46. Werdell PJ, Bailey SW (2005) An improved in-situ bio optical data set of ocean color algorithm development and satellite data product validation. Remote Sens Environ 98: 122-140.
47. Wynne TT, Stumpf RP, Tomlinson MC, Warner RA, Tester PA, Dyble J, Fahnenstiel GL (2008) Relating spectral shape to cyanobacterial blooms in the Laurentian Great Lake. Int J Remote Sens 29: 3665-3672.
48. Yoo S-J, Jeong J-C (1999) Detecting red tides in turbid waters. Korean J Remote sens 15(4): 321-327.