408
Views
12
CrossRef citations to date
0
Altmetric
Articles

Evaluation of standard and regional satellite chlorophyll-a algorithms for moderate-resolution imaging spectroradiometer (MODIS) in the Bohai and Yellow Seas, China: a comparison of chlorophyll-a magnitude and seasonality

, , , &
Pages 4980-4995 | Received 24 Apr 2018, Accepted 27 Nov 2018, Published online: 15 Feb 2019

References

  • Bailey, S. W., and P. Jeremy Werdell. 2006. “A Multi-Sensor Approach for the On-Orbit Validation of Ocean Color Satellite Data Products.” Remote Sensing of Environment 102 (1–2): 12–23. doi:10.1016/j.rse.2006.01.015.
  • Bian, C., W. Jiang, Q. Quan, T. Wang, R. J. Greatbatch, and W. Li. 2013. “Distributions of Suspended Sediment Concentration in the Yellow Sea and the East China Sea Based on Field Surveys during the Four Seasons of 2011.” Journal of Marine Systems 121–122: 24–35. doi:10.1016/j.jmarsys.2013.03.013.
  • Campbell, J. W. 1995. “The Lognormal Distribution as a Model for Bio-Optical Variability in the Sea.” Journal of Geophysical Research 100 (C7): 13237–13254. doi:10.1029/95jc00458.
  • Chen, J., and J. Liu. 2015. “The Spatial and Temporal Changes of Chlorophyll-A and Suspended Matter in the Eastern Coastal Zones of China during 1997–2013.” Continental Shelf Research 95: 89–98. doi:10.1016/j.csr.2015.01.004.
  • Chen, J., and W. Quan. 2013. “An Improved Algorithm for Retrieving Chlorophyll-A from the Yellow River Estuary Using MODIS Imagery.” Environmental Monitoring and Assessment 185 (3): 2243–2255. doi:10.1007/s10661-012-2705-y.
  • Cui, T., J. Zhang, J. Tang, S. Sathyendranath, S. Groom, Y. Ma, W. Zhao, and Q. Song. 2014. “Assessment of Satellite Ocean Color Products of MERIS, MODIS and SeaWiFS along the East China Coast (In the Yellow Sea and East China Sea).” ISPRS Journal of Photogrammetry and Remote Sensing 87: 137–151. doi:10.1016/j.isprsjprs.2013.10.013.
  • Cui, T., J. Zhang, S. Groom, L. Sun, T. Smyth, and S. Sathyendranath. 2010. “Validation of MERIS Ocean-Color Products in the Bohai Sea: A Case Study for Turbid Coastal Waters.” Remote Sensing of Environment 114 (10): 2326–2336. doi:10.1016/j.rse.2010.05.009.
  • Fu, Y., S. Xu, and J. Liu. 2016. “Temporal-Spatial Variations and Developing Trends of Chlorophyll-A in the Bahai Sea, China.” Estuarine, Coastal and Shelf Science 173: 49–56. doi:10.1016/j.ecss.2016.02.016.
  • Gordon, H. R. 1997. “Atmospheric Correction of Ocean Color Imagery in the Earth Observing System Era.” Chlorophyll a Algorithms for Oligotrophic Oceans 102 (D14): 17081–17106. doi:10.1029/96jd02443.
  • Gordon, H. R., and M. Wang. 1994. “Retrieval of Water-Leaving Radiance and Aerosol Optical Thickness over the Oceans with SeaWiFS: A Preliminary Algorithm.” Applied Optics 33 (3): 443–452. doi:10.1364/ao.33.000443.
  • Goyens, C., C. Jamet, and T. Schroeder. 2013. “Evaluation of Four Atmospheric Correction Algorithms for MODIS-Aqua Images over Contrasted Coastal Waters.” Remote Sensing of Environment 131: 63–75. doi:10.1016/j.rse.2012.12.006.
  • Gregg, W. W., M. E. Conkright, P. Ginoux, J. E. O’Reilly, and N. W. Casey. 2003. “Ocean Primary Production and Climate: Global Decadal Changes.” Geophysical Research Letters 30 (15): 1809. doi:10.1029/2003gl016889.
  • Hyun, J.-H., and K.-H. Kim. 2003. “Bacterial Abundance and Production during the Unique Spring Phytoplankton Bloom in the Central Yellow Sea.” Marine Ecology Progress Series 252: 77–88. doi:10.3354/meps252077.
  • IOCCG. 2000. “Remote Sensing of Ocean Colour in Coastal and Other Optically Complex Waters,Reports of the International Ocean-Colour Coordination Group, No. 3.” In Reports of the International Ocean Color Coordinating Group, edited by S. Sathyendranath, 140. Canada: Dartmouth.
  • Liu, D., and Y. Wang. 2013. “Trends of Satellite Derived Chlorophyll-A (1997–2011) in the Bohai and Yellow Seas, China: Effects of Bathymetry on Seasonal and Inter-Annual Patterns.” Progress in Oceanography 116: 154–166. doi:10.1016/j.pocean.2013.07.003.
  • Liu, X., B. Huang, Q. Huang, L. Wang, N. Xiaobo, Q. Tang, S. Sun, et al. 2015. “Seasonal Phytoplankton Response to Physical Processes in the Southern Yellow Sea.” Journal of Sea Research 95: 45–55. doi:10.1016/j.seares.2014.10.017.
  • Lorenzen, C. J. 1967. “Determination of Chlorophyll and Pheopigments: Spectrophotometric Equations.” Limnology and Oceanography 12 (2): 343–346. doi:10.4319/lo.1967.12.2.0343.
  • Melin, F., G. Zibordi, and J. F. Berthon. 2007. “Assessment of Satellite Ocean Color Products at a Coastal Site.” Remote Sensing of Environment 110 (2): 192–215. doi:10.1016/j.rse.2007.02.026.
  • Naimie, C., C. A. Blain, and D. R. Lynch. 2001. “Seasonal Mean Circulation in the Yellow Sea — A Model-Generated Climatology.” Continental Shelf Research 21 (6–7): 667–695. doi:10.1016/S0278-4343(00)00102-3.
  • NASA Oceancolor level 2 sea surface remote sensing reflectance products. Accessed February 14 2017. http://oceancolor.gsfc.nasa.gov/cms/
  • O’Reilly, J. E., S. Maritorena, and D. Siegel. 2000. “Ocean Color Chlorophyll a Algorithms for SeaWiFS, OC2, and OC4: Version 4.” In SeaWiFS Postlaunch Calibration and Validation Analyses Part 3, edited by S.B. Hooker and E.R. Firestone, 9–23. NASA Goddard Space Flight Center.
  • Odermatt, D., A. Gitelson, V. E. Brando, and M. Schaepman. 2012. “Review of Constituent Retrieval in Optically Deep and Complex Waters from Satellite Imagery.” Remote Sensing of Environment 118: 116–126. doi:10.1016/j.rse.2011.11.013.
  • Qian, W., H. S. Kang, and D. K. Lee. 2002. “Distribution of Seasonal Rainfall in the East Asian Monsoon Region.” Theoretical and Applied Climatology 73 (3–4): 151–168. doi:10.1007/s00704-002-0679-3.
  • Richards, F. A., and T. G. Thompson. 1952. “The Estimation and Characterization of Plankton Populations by Pigment Analyses. 2. A Spectrophotometric Method for the Estimation of Plankton Pigments.” Journal of Marine Research 11 (2): 156–172.
  • Ryther, J. H., and C. S. Yentsch. 1957. “The Estimation of Phytoplankton Production in the Ocean from Chlorophyll and Light Data.” Limnology and Oceanography 2 (3): 281–286. doi:10.1002/lno.1957.2.3.0281.
  • Shang, S. L., Q. Dong, C. M. Hu, G. Lin, Y. H. Li, and S. P. Shang. 2014. “On the Consistency of MODIS Chlorophyll a Products in the Northern South China Sea.” Biogeosciences 11 (2): 269–280. doi:10.5194/bg-11-269-2014.
  • Shi, W., and M. H. Wang. 2012. “Satellite Views of the Bohai Sea, Yellow Sea, and East China Sea.” Progress in Oceanography 104: 30–45. doi:10.1016/j.pocean.2012.05.001.
  • Shi, W. S., and M. H. Wang. 2010. “Satellite Observations of the Seasonal Sediment Plume in Central East China Sea.” Journal of Marine Systems 82 (4): 280–285. doi:10.1016/j.jmarsys.2010.06.002.
  • Siegel, D. A., M. Wang, S. Maritorena, and W. Robinson. 2000. “Atmospheric Correction of Satellite Ocean Color Imagery: The Black Pixel Assumption.” Applied Optics 39 (21): 3582–3591. doi:10.1364/ao.39.003582.
  • Siegel, D. A., M. J. Behrenfeld, S. Maritorena, C. R. McClain, D. Antoine, S. W. Bailey, P. S. Bontempi, et al. 2013. “Regional to Global Assessments of Phytoplankton Dynamics from the SeaWiFS Mission.” Remote Sensing of Environment 135: 77–91. doi:10.1016/j.rse.2013.03.025.
  • Siswanto, E., J. Tang, H. Yamaguchi, Y.-H. Ahn, J. Ishizaka, S. Yoo, S.-W. Kim, et al. 2011. “Empirical Ocean-Color Algorithms to Retrieve Chlorophyll-A, Total Suspended Matter, and Colored Dissolved Organic Matter Absorption Coefficient in the Yellow and East China Seas.” Journal of Oceanography 67 (5): 627–650. doi:10.1007/s10872-011-0062-z.
  • Smetacek, V. 1991. “Coastal Eutrophication: Causes and Consequences.” In Ocean Margin Processes in Global Change, edited by R. Mantoura, J. M. Martin and R. Wollast, 251–280. Chichester: John Wiley.
  • Son, S. H., M. Wang, and J.-K. Shon. 2011. “Satellite Observations of Optical and Biological Properties in the Korean Dump Site of the Yellow Sea.” Remote Sensing of Environment 115 (2): 562–572. doi:10.1016/j.rse.2010.10.002.
  • Son, S. H., Y. H. Kim, J. Kwon, H.-C. Kim, and K.-S. Park. 2014. “Characterization of Spatial and Temporal Variation of Suspended Sediments in the Yellow and East China Seas Using Satellite Ocean Color Data.” GIScience & Remote Sensing 51 (2): 212–226. doi:10.1080/15481603.2014.895580.
  • Thomas, A. C., D. W. Townsend, and R. Weatherbee. 2003. “Satellite-Measured Phytoplankton Variability in the Gulf of Maine.” Continental Shelf Research 23 (10): 971–989. doi:10.1016/S0278-4343(03)00086-4.
  • Ueyama, R., and B. C. Monger. 2005. “Wind-Induced Modulation of Seasonal Phytoplankton Blooms in the North Atlantic Derived from Satellite Observations.” Limnology and Oceanography 50 (6): 1820–1829. doi:10.4319/lo.2005.50.6.1820.
  • Walsh, J. J. 1988. On The Nature Of Continental Shelves. New York: Academic press.
  • Wang, B., X. Wang, and R. Zhan. 2003. “Nutrient Conditions in the Yellow Sea and the East China Sea.” Estuarine, Coastal and Shelf Science 58 (1): 127–136. doi:10.1016/s0272-7714(03)00067-2.
  • Wang, M., J. Tang, and W. Shi. 2007. “MODIS-derived Ocean Color Products along the China East Coastal Region.” Geophysical Research Letters 34 (6): L06611. doi:10.1029/2006gl028599.
  • Wang, M., J.-H. Ahn, L. Jiang, W. Shi, S. H. Son, Y.-J. Park, and J.-H. Ryu. 2013. “Ocean Color Products from the Korean Geostationary Ocean Color Imager (GOCI).” Optics Express 21 (3): 3835–3849. doi:10.1364/OE.21.003835.
  • Wang, M., S. H. Son, and W. Shi. 2009. “Evaluation of MODIS SWIR and NIR-SWIR Atmospheric Correction Algorithms Using SeaBASS Data.” Remote Sensing of Environment 113 (3): 635–644. doi:10.1016/j.rse.2008.11.005.
  • Wang, M., and W. Shi. 2007. “The NIR-SWIR Combined Atmospheric Correction Approach for MODIS Ocean Color Data Processing.” Optics Express 15 (24): 15722–15733.
  • Wang, Y. Q., D. Y. Liu, and D. L. Tang. 2017. “Application of a Generalized Additive Model (GAM) for Estimating Chlorophyll-A Concentration from MODIS Data in the Bohai and Yellow Seas, China.” International Journal of Remote Sensing 38 (3): 639–661. doi:10.1080/01431161.2016.1268733.
  • Wu, X., H. Duan, N. Bi, P. Yuan, A. Wang, and H. Wang. 2016. “Interannual and Seasonal Variation of Chlorophyll-A off the Yellow River Mouth (1997–2012): Dominance of River Inputs and Coastal Dynamics.” Estuarine, Coastal and Shelf Science 183: 402–412. doi:10.1016/j.ecss.2016.08.038.
  • Yamaguchi, H., H.-C. Kim, Y. B. Son, S. W. Kim, K. Okamura, Y. Kiyomoto, and J. Ishizaka. 2012. “Seasonal and Summer Interannual Variations of SeaWiFS Chlorophyll a in the Yellow Sea and East China Sea.” Progress in Oceanography 105: 22–29. doi:10.1016/j.pocean.2012.04.004.
  • Yamaguchi, H., J. Ishizaka, E. Siswanto, Y. B. Son, S. Yoo, and Y. Kiyomoto. 2013. “Seasonal and Spring Interannual Variations in Satellite-Observed Chlorophyll-A in the Yellow and East China Seas: New Datasets with Reduced Interference from High Concentration of Resuspended Sediment.” Continental Shelf Research 59: 1–9. doi:10.1016/j.csr.2013.03.009.
  • Zhang, H., Z. Qiu, D. Sun, S. Wang, and H. Yijun. 2017. “Seasonal and Interannual Variability of Satellite-Derived Chlorophyll-A (2000–2012) in the Bohai Sea, China.” Remote Sensing 9 (6): 582. doi:10.3390/rs9060582.
  • Zhang, S. W., Q. Y. Wang, Y. Lü, H. Cui, and Y. L. Yuan. 2008. “Observation of the Seasonal Evolution of the Yellow Sea Cold Water Mass in 1996–1998.” Continental Shelf Research 28 (3): 442–457. doi:10.1016/j.csr.2007.10.002.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.