Moderate Resolution Imaging Spectroradiometer (MODIS) observations of cyanobacteria blooms in Taihu Lake, China

被引:294
作者
Hu, Chuanmin [1 ]
Lee, Zhongping [2 ]
Ma, Ronghua [3 ]
Yu, Kun [1 ,5 ]
Li, Daqiu [1 ,6 ]
Shang, Shaoling [4 ]
机构
[1] Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USA
[2] Mississippi State Univ, No Gulf Inst, Stennis Space Ctr, MS 39529 USA
[3] Chinese Acad Sci, Nanjing Inst Geog & Limnol, Nanjing 210008, Peoples R China
[4] Xiamen Univ, State Key Lab Marine Environm Sci, Xiamen 361005, Peoples R China
[5] Nanjing Univ, Key Lab Coast & Isl Dev MOE, Nanjing 210008, Peoples R China
[6] Inst Environm Protect Sci Jinan, Jinan, Peoples R China
基金
中国国家自然科学基金;
关键词
CHLOROPHYLL-A CONCENTRATION; REMOTE ESTIMATION; BALTIC SEA; TAMPA-BAY; WATER; OCEAN; ALGORITHMS; SIMULATION; RETRIEVAL; ACCURACY;
D O I
10.1029/2009JC005511
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
A novel approach was used with data from the Moderate Resolution Imaging Spectroradiometer (MODIS) to characterize the intense blooms of cyanobacteria (primarily Microcystis aeruginosa) in Taihu Lake, China's third largest freshwater lake. The approach involves first deriving a floating algae index (FAI) based on the medium-resolution (250 and 500 m) MODIS reflectance data at 645, 859, and 1240 nm after correction of the ozone/gaseous absorption and Rayleigh scattering effects and then objectively determining the FAI threshold value (-0.004) to separate the bloom and nonbloom waters. By definition, the term "bloom" or "floating algae" refers to bloom where cyanobacteria form floating scums on the water surface. The 9 year MODIS time series data showed bloom characteristics (annual occurrence frequency, timing, and duration) between 2000 and 2008. Assuming 25% area coverage as a gauge for significance, significant bloom events rarely occurred between 2000 and 2004 for the entire lake (excluding East Bay) or several lake segments (Northwest Lake, Southwest Lake, and Central Lake). In most lake segments, the annual frequency of significant blooms increased from 2000-2004 to 2006-2008, when they started earlier and had a longer duration. The year 2007 showed unique bloom characteristics due to conditions highly favorable for bloom development and proliferation. The results suggest that the long-term bloom patterns are driven by both nutrients and climatic factors. The multiyear series of consistent MODIS FAI data products provide baseline information to monitor the lake's bloom condition, one of the critical water quality indicators, on a weekly basis, as well as to evaluate its future water quality trends.
引用
收藏
页数:20
相关论文
共 68 条
[1]  
Anonymous, 2007, Hupo Kexue, V19, P357
[2]   Cyanobacterial blooms in the Baltic Sea:: Natural or human-induced? [J].
Bianchi, TS ;
Engelhaupt, E ;
Westman, P ;
Andrén, T ;
Rolff, C ;
Elmgren, R .
LIMNOLOGY AND OCEANOGRAPHY, 2000, 45 (03) :716-726
[3]   Long-term increase in Karenia brevis abundance along the Southwest Florida Coast [J].
Brand, Larry E. ;
Compton, Angela .
HARMFUL ALGAE, 2007, 6 (02) :232-252
[4]  
Chen Yun, 2008, Hupo Kexue, V20, P179
[5]   Monitoring turbidity in Tampa Bay using MODIS/Aqua 250-m imagery [J].
Chen, Zhiqiang ;
Hu, Chuanmin ;
Muller-Karger, Frank .
REMOTE SENSING OF ENVIRONMENT, 2007, 109 (02) :207-220
[6]   Remote sensing of water clarity in Tampa Bay [J].
Chen, Zhiqiang ;
Muller-Karger, Frank E. ;
Hu, Chuanmin .
REMOTE SENSING OF ENVIRONMENT, 2007, 109 (02) :249-259
[7]  
COESEL PFM, 1978, HYDROBIOLOGIA, V61, P21
[8]   MEASUREMENT OF THE ROUGHNESS OF THE SEA SURFACE FROM PHOTOGRAPHS OF THE SUNS GLITTER [J].
COX, C ;
MUNK, W .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1954, 44 (11) :838-850
[9]   Bio-optical properties in waters influenced by the Mississippi River during low flow conditions [J].
D'Sa, EJ ;
Miller, RL .
REMOTE SENSING OF ENVIRONMENT, 2003, 84 (04) :538-549
[10]  
Dekker A.G., 1993, Detection of optical water quality parameters for eutrophic waters by high resolution remote sensing, DOI DOI 10.1177/030913339301700307