Detecting massive green algae (Ulva prolifera) blooms in the Yellow Sea and East China Sea using Geostationary Ocean Color Imager (GOCI) data

Ocean Science Journal

Volumn 47, Issue 3, 2012, Pages 359-375

  Son, Young Baek ^a   Min, Jee Eun ^a   Ryu, Joo Hyung ^a  

^a Korea Institute of Ocean Science and Technology (KIOST)   (South Korea)

Author keywords

East China Sea; floating green algae; GOCI; KOSC; Ulva prolifera; Yellow Sea

Indexed keywords

ALGAL BLOOM; GEOSTATIONARY SATELLITE; GREEN ALGA; MACROALGA; MONITORING SYSTEM; NDVI; NEARSHORE DYNAMICS; VEGETATION INDEX;

EAST CHINA SEA; PACIFIC OCEAN; YELLOW SEA;

CHLOROPHYTA; ULVA PROLIFERA;

EID: 84867026551     PISSN: 17385261     EISSN: None     Source Type: Journal    
DOI: 10.1007/s12601-012-0034-2     Document Type: Article

References (36)

1. Ahn J-H, Park Y-J, Ryu J-H, Lee B, Oh IS (2012) Development of atmospheric correction algorithm for Geostationary Ocean Color Imager (GOCI). Ocean Sci J (in this issue).
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. Austin RW (1974) Inherent spectral radiance signatures of the ocean surface. In: Ocean colour analysis. Scripps Institute of Oceanography, La Jolla, CA, pp 195.
5. 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.
6. Behrenfeld MJ, Boss E, Siegel D, Shea DM (2005) Carbon-based ocean productivity and phytoplankton physiology from space. Global Biogeochem Cy 19: GB1006. doi: 10. 1029/2004GBoo2299.
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. 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.
9. Franz BA (2006) 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/.
10. Gordon HR, Wang M (1994) Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: A preliminary algorithm. Appl Opt 33: 443-452.
11. Gordon HR (1995) Remote sensing of ocean color: A methodology for dealing with broad spectral bands and significant out-ofband response. Appl Optics 34(36): 8363-8374.
12. Hayden HS, Blomser J, Maggs CA, Silva PC, Stanhope MJ, Waaland JR (2003) Linnaeus was right all along: Ulva and Enteromorpha are not distinct genera. Eur J Phycol 38: 227-294.
13. Holben BN (1986) Characteristics of maximum-value composite images from temporal AVHRR data. Int J Remote Sens 7: 1417-1434.
14. Hu C (2009) A novel ocean color index to detect floating algae in the global oceans. Remote Sens Environ 113: 2118-2129.
15. Hu C, He M-X (2008) Origin and offshore extent of floating algae in Olympic sailing area. EOS Trans AGU 89(33): 302-303.
16. Hu C, Li D, Chen C, Ge J, Muller-Karger FE, Liu J, Yu F, He M-X (2010) On the recurrent Ulva prolifera blooms in the Yellow Sea and East China Sea. J Geophys Res 115: C05017. doi: 10. 1029/2009JC005561.
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. Huete AR, Justice C (1999) MODIS vegetation index (MOD13) algorithm theoretical basis document Ver 3. USGS Land Process Distributed Active Archive Center. http://modis. gsfc. nasa. gov/data/atbd/atbd_mod13. pdf.
19. Kannan N, Kim M, Hong SH, Jin Y. Yim UH, Ha SY, Son YB, Choi DL, Shim WJ (2012) Chemical tracers, sterol biomarkers and satellite imagery in the study of a river plume ecosystem in the Yellow Sea. Cont Shelf Res 33: 29-36.
20. Lee JH, Pang IC, Moon IJ, Ryu JH (2011) On physical factors that controlled the massive green tide occurrence along the southern coast of the Shandong Peninsula in 2008: A numerical study using a particle-tracking experiment. J Geophy Res 116: C12036. doi: 10. 1029/2011JC007512.
21. Lee S, Lie HJ, Song KM, Cho CH, Lim EP (2008) Tidal modification and its effect on sluice-gate outflow after completion of the Saemangeum dike, South of Korea. J Oceanogr 63: 763-776.
22. Lee SH, Stockwell DA, Joo HM, Son YB, Kang CK, Whitledge TE (2012) Phytoplankton production from melting ponds on Arctic sea ice. J Geophys Res 117. doi: 10. 1029/2011JC007717.
23. Lie, HJ, Lee S, Cho CH (2002) Computation methods of major tidal currents from satellite-tracked drifter positions, with application to the Yellow and East China Seas. J Geophy Res 107. doi: 10. 1029/2001JC00898.
24. Liu D, Keesing JK, Xing Q, Shi P (2009) World's largest macroalgal bloom caused by expansion of seaweed aquaculture in China. Mar Pollut Bull 58: 888-895.
25. Mobley CD (1999) Estimation of the remote sensing reflectance from above-sea surface. Appl Optics 38: 7442-7455.
26. Moon JE, Park YJ, Ryu JH, Choi JK, Ahn JH, Min JE, Son YB, Lee SJ, Han HJ, Ahn YH Initial validation of GOCI water products against in situ data collected around Korean Peninsula for 2010-2011. Ocean Sci J (in this volume).
27. O'Reilly JE, Maritorena S, Mitchell G, Siegel MA, Carder KL, Garver SA, Kahru M, McClain CR (1998) Ocean color chlorophyll algorithms for SeaWiFS. J Geophys Res 103(11): 24937-24953.
28. Rouse JW, Hass RH, Schell JA, Deering DW (1973) Monitoring vegetation systems in the Great Plains with ERTS. In: Third ERTS Symposium. NASA SP-3511, pp 309-317.
29. Shi W, Wang M (2009) Green macroalgae blooms in the Yellow Sea during the spring and summer of 2008. J Geophys Res 114: C12010. doi: 10. 1029/2009JC005513.
30. Son YB, Ishizaka J, Jeong JC, Kim HC, Lee TE (2011) Cochlodinium polykrikoides red tide detecting in the South Sea of Korea using spectral classification of MODIS data. Ocean Sci J 46(4): 239-263.
31. Son YB, Gardner WD, Mishonov AV, Richardson MJ (2009a) Multispectral remote-sensing algorithms for particulate organic carbon (POC): The Gulf of Mexico. Remote Sens Environ 113: 50-61.
32. Son YB, Gardner WD, Mishonov AV, Richardson MJ (2009b) Model-based remote sensing algorithms for particulate organic carbon (POC) in the Northeastern Gulf of Mexico. J Earth Syst Sci 118: 1-10.
33. Vermote EF, Tanre D, Deuze JL, Herman M, Morcette JJ (1997) Second simulation of the satellite signal in the solar spectrum, 6S: An overview. IEEE Trans Geosci Remote Sens 35: 675-686.
34. 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 Envrion 98: 122-140.
35. Yamaguchi H, Kim HC, Son YB, Kim SW, Okamura K, Kiyomoto Y, Ishizaka J (2012) Seasonal and summer interannual variations of SeaWiFS chlorophyll a in the Yellow Sea and East China Sea. Prog Oceanogr doi: 10. 1016/j. pocean. 2012. 04. 004.
36. Zhao W, Cul T, Ma Y, Zhang Jie (2009) Radiative transfer simulation of surface spectra response for the underwater suspending Enteromorpha prolifera. In: 1st China-Korea (Korea-China) Joint Workshop: green algal bloom, Qingdao, China, 24-28 March 2009, pp 159-173.