Systematic underestimation of MODIS global chlorophyll-a concentration estimation algorithm associating with scale effect

IEEE Sensors Journal

Volumn 13, Issue 5, 2013, Pages 1656-1661

  Chen, Jun ^a   Yi, Changliang ^b   Wen, Zhenhe ^a  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

^b Key Laboratory of Marine Hydrocarbon Resources and Environmental Geology   (China)

Author keywords

Chlorophyll a concentration; global oceans; moderate resolution imaging spectroradiometer (MODIS; ocean chlorophyll 3 MODIS (OC3M) algorithm; scale effect

Indexed keywords

CHLOROPHYLL-A CONCENTRATION; GLOBAL OCEAN; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; OCEAN CHLOROPHYLL; SCALE EFFECTS;

ALGORITHMS; CHLOROPHYLL; ESTIMATION; OCEANOGRAPHY; RADIOMETERS;

SATELLITE IMAGERY;

EID: 84876028601     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2013.2239638     Document Type: Article

References (21)

1. N. M. Komick, M. P. F. Costa, and J. Gower, "Bio-optical algorithm evaluation for MODIS for western Canada coastal waters: An exploratory approach using in situ reflectance," Remote Sens. Environ., vol. 113, no. 4, pp. 794-804, 2009.
2. R. K. Sarangi, T. Thangaradjou, A. Saravanakumar, and T. Balasubramanian, "Development of nitrate algorithm for the southwest bay of bengal water and its implication using remote sensing satellite datasets," IEEE J. Sel. Topics Appl. Earth Observat. Remote Sens., vol. 4, no. 4, pp. 983-991, Dec. 2011.
3. W. W. Gregg and N. W. Casey, "Sampling biases in MODIS and SeaWiFS ocean chlorophyll data," Remote Sens. Environ., vol. 111, no. 1, pp. 25-35, 2007. (Pubitemid 47445677)
4. R. Y. Setiawan and H. Kawamura, "Summertime phytoplankton bloom in the south sulawesi sea," IEEE J. Sel. Topics Appl. Earth Observat. Remote Sens., vol. 4, no. 1, pp. 241-244, Mar. 2011.
5. H. R. Gordon and K. J. Voss, "MODIS normalized water-leaving radiance algorithm theoretical basis document," Univ. Miami, Coral Gables, FL, USA, Tech. Rep. NAS5-31363, 1999.
6. Z. Q. Chen, C. M. Hu, and F. Muller-Karger, "Monitoring turbidity in Tampa Bay using MODIS/Aqua 250-m imagery," Remote Sens. Environ., vol. 109, no. 2, pp. 207-220, 2007. (Pubitemid 46873658)
7. R. Y. Setiawan and A. Habibi, "Satellite detection of summer chlorophyll-a bloom in the Gulf of Tomini," IEEE J. Sel. Topics Appl. Earth Observat. Remote Sens., vol. 4, no. 4, pp. 944-948, Dec. 2011.
8. J. Chen, W. C. Wang, B. J. Wang, and Z. H. Wen, "Estimating the distribution variance of suspended sediment concentration and scaling effect correction based on the eight neighborhood algorithm," J. Infr. Millm. Waves, vol. 29, no. 6, pp. 440-444, 2010.
9. X. W. Li, J. D. Wang, and A. H. Straler, " The applied scale effecting of Plank's law on nonhomogeneity of blackbody," Chin. Sci., E, Ser., vol. 44, no. 15, pp. 422-426, 1999.
10. J. Chen, K. Lu, and J. Fu, "Theoretical model for estimating the scaling error of the two-band ratio of red to near-infrared in inhomogeneous pxiels: Simulation using a moving window," J. Sel. Topics Earth Observat. Remote Sens., vol. 4, no. 4, pp. 877-881, 2011.
11. J. Chen, J. J. Feng, Z. H. Wen, and J. Q. Fang, "Nonhomogeneity: The scale error of Pixel in remote sensing assimilation of suspending sediment concentration," Remote Sens. Inf. Chin., vol. 5, pp. 93-96, Aug. 2008.
12. J. W. Campbell, J. M. Blaisdell, and D. Michael, "Level-3 SeaWiFS data products: Spatial and temporal binning algorithm," Goddard Space Flight Center, NASA, Washington, DC, USA, Tech. Memo. 104566, 1995.
13. J. Chen, W. T. Quan, and J. Fu, "Estimation on scale error of SSC retrieval model based on scale expansion method," IEEE J. Sel. Appl. Earth Observat. Remote Sens., vol. 5, no. 1, pp. 324-330, Feb. 2012.
14. B. L. Markham and D. L. Helder, "Forty-year calibrated record of earth-reflected radiance from Landsat: A review," Remote Sens. Environ., vol. 122, pp. 30-40, Jul. 2012.
15. G. Chander, B. L. Markham, and D. L. Helder, "Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors," Remote Sens. Environ., vol. 113, no. 5, pp. 893-903, 2009.
16. C. D. Mobley, B. Gentili, H. R. Gordon, Z. H. Jin, G. W. Kattawar, A. Morel, P. Reinersman, K. Stamnes, and R. H. Stavn, "Comparison of numerical models for computing underwater light fields," Appl. Opt., vol. 32, no. 36, pp. 7484-7504, 1993.
17. C. E. Woodcock and A. H. Strahler, "The factor of scale in remote sensing," Remote Sens. Environ., vol. 21, no. 3, pp. 311-332, 1987.
18. J. Chen, Z. H. Wen, J. Fu, J. H. Sun, B. J. Wang, and X. J. Gao, The Princples and Application of Water Color Remote Sensing, 1st ed. Dobbs Ferry, NY, USA: Oceana, 2011.
19. C. E. Woodcock, A. H. Strahler, and D. L. B. Jupp, "The use of variograms in remote sensing I: Scene models and simulated images," Remote Sens. Environ., vol. 25, no. 3, pp. 323-348, 1988. (Pubitemid 19297791)
20. M. Szeto, P. J. Werdell, T. S. Moore, and J. W. Campbell, "Are the world's oceans optically different?" J. Geophys. Res. Oceans, vol. 116, no. C7, pp. 1978-2012, Oct. 2011.
21. T. S. Moore, J. W. Campbell, and M. D. Dowell, "A class-based approach to characterizing and mapping the uncertainty of the MODIS ocean chlorophyll product," Remote Sens. Environ., vol. 113, no. 11, pp. 2424-2430, 2009.