98
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Uncertainty estimation in geostationary ocean color imager (GOCI) bio-optical products for detecting diurnal variability in coastal water

ORCID Icon &
Pages 1484-1509 | Received 12 Aug 2022, Accepted 22 Feb 2023, Published online: 14 Mar 2023

References

  • Bailey, S. W., and P. J. Werdell. 2006. “A Multi-Sensor Approach for the On-Orbit Validation of Ocean Color Satellite Data Products.” Remote Sensing Environment 102 (1–2): 12–23. doi:10.1016/j.rse.2006.01.015.
  • Carder, K., F. Robert Chen, K. Hawes. 2003. “Modis Ocean Science Team Algorithm Theoretical Basis Document. Atbd 19, Case 2 Chlorophyll A, Version 7, Nasa Modis Web.” http://modis.gsfc.nasa.gov/data/atbd/atbd_mod19.pdf
  • Chen, J., J. Y. Chen, Z. Y. Cao, and Y. Shen. 2019. “Improving Surface Current Estimation from Geostationary Ocean Color Imager Using Tidal Ellipse and Angular Limitation.” Journal of geophysical research Oceans 124 (6): 4322–4333. doi:10.1029/2019jc015027.
  • Chen, J. Y., X. B. Ni, M. L. Liu, J. F. Chen, Z. H. Mao, H. Y. Jin, and D. L. Pan. 2014. “Monitoring the Occurrence of Seasonal Low-Oxygen Events off the Changjiang Estuary Through Integration of Remote Sensing, Buoy Observations, and Modeling.” Journal of geophysical research Oceans 119 (8): 5311–5322. doi:10.1002/2014jc010333.
  • Chen, S. L., G. A. Zhang, and S. L. Yang. 2003. “Temporal and Spatial Changes of Suspended Sediment Concentration and Resuspension in the Yangtze River Estuary.” Journal of Geographical Sciences 13 (4): 498–506. doi:10.1007/bf02837889.
  • Cho, J. H., Y. B. Son, D. H. Shin, T. Moh, S. Jang, S. Y. Lee, D. G. Lim, and B. C. Kum. 2020. “Changes in Underwater Visibility Due to Turbidity Associated with Typhoon Soulik.” Journal of Coastal Research 95 (sp1): 417–421. doi:10.2112/si95-081.1.
  • Choi, J. K., Y. J. Park, J. H. Ahn, H. S. Lim, J. Eom, and J. H. Ryu. 2012. “GOCI, the World’s First Geostationary Ocean Color Observation Satellite, for the Monitoring of Temporal Variability in Coastal Water Turbidity.” Journal of geophysical research Oceans 117 (C9): 117. doi:10.1029/2012jc008046.
  • Choi, J. K., Y. J. Park, B. R. Lee, J. Eom, J. E. Moon, and J. H. Ryu. 2014. “Application of the Geostationary Ocean Color Imager (GOCI) to Mapping the Temporal Dynamics of Coastal Water Turbidity.” Remote Sensing of Environment 146: 24–35. doi:10.1016/j.rse.2013.05.032.
  • Concha, J., A. Mannino, B. Franz, and W. Kim. 2019. “Uncertainties in the Geostationary Ocean Color Imager (GOCI) Remote Sensing Reflectance for Assessing Diurnal Variability of Biogeochemical Processes.” Remote Sensing 11 (3): 295. doi:10.3390/rs11030295.
  • Curran, K. J., P. S. Hill, T. G. Milligan, O. A. Mikkelsen, B. A. Law, X. Durrieu de Madron, and F. Bourrin. 2007. “Settling Velocity, Effective Density, and Mass Composition of Suspended Sediment in a Coastal Bottom Boundary Layer, Gulf of Lions, France.” Continental Shelf Research 27 (10–11): 1408–1421. doi:10.1016/j.csr.2007.01.014.
  • Harvey, E. T., S. Kratzer, and P. Philipson. 2015. “Satellite-Based Water Quality Monitoring for Improved Spatial and Temporal Retrieval of Chlorophyll-A in Coastal Waters.” Remote Sensing of Environment 158: 417–430. doi:10.1016/j.rse.2014.11.017.
  • He, M. J., S. Y. He, X. D. Zhang, F. Zhou, and P. L. Li. 2021. “Assessment of Normalized Water-Leaving Radiance Derived from GOCI Using AERONET-OC Data.” Remote Sensing 13 (9): 1640. doi:10.3390/rs13091640.
  • He, X. Q., Y. Bai, D. L. Pan, N. L. Huang, X. Dong, J. S. Chen, C. T. A. Chen, and Q. F. Cui. 2013. “Using Geostationary Satellite Ocean Color Data to Map the Diurnal Dynamics of Suspended Particulate Matter in Coastal Waters.” Remote Sensing of Environment 133: 225–239. doi:10.1016/j.rse.2013.01.023.
  • Hlaing, S., T. Harmel, A. Gilerson, R. Foster, A. Weidemann, R. Arnone, M. H. Wang, and S. Ahmed. 2013. “Evaluation of the VIIRS Ocean Color Monitoring Performance in Coastal Regions.” Remote Sensing of Environment 139: 398–414. doi:10.1016/j.rse.2013.08.013.
  • Hooker, S. B., and C. R. McClain. 2000. “The Calibration and Validation of SeaWifs Data.” Progress in Oceanography 45 (3–4): 427–465. doi:10.1016/s0079-6611(00)00012-4.
  • Hu, C. M., K. L. Carder, and F. E. Muller-Karger. 2001. “How Precise are SeaWifs Ocean Color Estimates? Implications of Digitization-Noise Errors.” Remote Sensing of Environment 76 (2): 239–249. doi:10.1016/s0034-4257(00)00206-6.
  • Huan, Y., D. Y. Sun, S. Q. Wang, H. L. Zhang, Z. F. Qiu, M. Bilal, and Y. J. He. 2020. “Remote Sensing Estimation of Phytoplankton Absorption Associated with Size Classes in Coastal Waters.” Ecological Indicators 121: 107198. doi:10.1016/j.ecolind.2020.107198.
  • Huang, X. C., J. H. Zhu, B. Han, C. Jamet, Z. Tian, Y. Zhao, J. Li, and T. Li. 2019. “Evaluation of Four Atmospheric Correction Algorithms for GOCI Images Over the Yellow Sea.” Remote Sensing 11 (14): 1631. doi:10.3390/rs11141631.
  • Hyde, K. J. W., J. E. O’reilly, and C. A. Oviatt. 2007. “Validation of SeaWifs Chlorophyll a in Massachusetts Bay.” Continental Shelf Research 27 (12): 1677–1691. doi:10.1016/j.csr.2007.02.002.
  • Jiang, L. L., X. Y. Guo, L. Wang, S. Sathyendranath, H. Evers-King, Y. L. Chen, and B. N. Li. 2020. “Validation of MODIS Ocean-Colour Products in the Coastal Waters of the Yellow Sea and East China Sea.” Acta Oceanologica Sinica 39 (1): 91–101. doi:10.1007/s13131-019-1522-3.
  • Kim, K. R., Y. K. Cho, D. J. Kang, and J. H. Ki. 2005. “The Origin of the Tsushima Current Based on Oxygen Isotope Measurement.” Geophysical Research Letters 32 (3). doi:10.1029/2004gl021211.
  • Kim, W., J. E. Moon, Y. J. Park, and J. Ishizaka. 2016. “Evaluation of Chlorophyll Retrievals from Geostationary Ocean Color Imager (GOCI) for the North-East Asian Region.” Remote Sensing of Environment 184: 482–495. doi:10.1016/j.rse.2016.07.031.
  • Kostadinov, T. S., A. Cabré, H. Vedantham, I. Marinov, A. R. Bracher, J. W. Brewin, A. Bricaud, et al. 2016. Inter-Comparison of Phytoplankton Functional Type Phenology Metrics Derived from Ocean Color Algorithms and Earth System Models. Remote Sensing of Environment 190: 162–177. doi:10.1016/j.rse.2016.11.014.
  • Lei, S. H., J. Xu, Y. M. Li, C. G. Du, G. Liu, Z. B. Zheng, Y. Xu, et al. 2020. An Approach for Retrieval of Horizontal and Vertical Distribution of Total Suspended Matter Concentration from GOCI Data Over Lake Hongze. The Science of the Total Environment 700: 700. doi:10.1016/j.scitotenv.2019.134524.
  • Liu, Z. Q., J. P. Gan, J. Y. Hu, H. Wu, Z. Y. Cai, and Y. F. Deng. 2021. “Progress on Circulation Dynamics in the East China Sea and Southern Yellow Sea: Origination, Pathways, and Destinations of Shelf Currents.” Progress in Oceanography 193: 102553. doi:10.1016/j.pocean.2021.102553.
  • Mannino, A., M. G. Novak, S. B. Hooker, K. Hyde, and D. Aurin. 2014. “Algorithm Development and Validation of CDOM Properties for Estuarine and Continental Shelf Waters Along the Northeastern U.S. Coast.” Remote Sensing of Environment 152: 576–602. doi:10.1016/j.rse.2014.06.027.
  • Mantovanelli, A., S. Keating, L. R. Wyatt, M. Roughan, and A. Schaeffer. 2017. “Lagrangian and Eulerian Characterization of Two Counter-Rotating Submesoscale Eddies in a Western Boundary Current.” Journal of geophysical research Oceans 122 (6): 4902–4921. doi:10.1002/2016jc011968.
  • Nazeer, M., M. Bilal, J. E. Nichol, W. C. Wu, M. M. M. Alsahli, M. I. Shahzad, and B. K. Gayen. 2020. “First Experiences with the Landsat-8 Aquatic Reflectance Product: Evaluation of the Regional and Ocean Color Algorithms in a Coastal Environment.” Remote Sensing 12 (12): 1938. doi:10.3390/rs12121938.
  • Nechad, B., K. G. Ruddick, and Y. Park. 2010. “Calibration and Validation of a Generic Multisensor Algorithm for Mapping of Total Suspended Matter in Turbid Waters.” Remote Sensing of Environment 114 (4): 854–866. doi:10.1016/j.rse.2009.11.022.
  • Noh, J. H., W. Kim, S. H. Son, J. H. Ahn, and Y. J. Park. 2018. “Remote Quantification of Cochlodinium Polykrikoides Blooms Occurring in the East Sea Using Geostationary Ocean Color Imager (GOCI).” Harmful Algae 73: 129–137. doi:10.1016/j.hal.2018.02.006.
  • O’reilly, J. E., and P. J. Werdell. 2019. “Chlorophyll Algorithms for Ocean Color Sensors-OC4, OC5 & OC6. Remote.” Sensing of Environment 229: 32–47. doi:10.1016/j.rse.2019.04.021.
  • Qiao, F., J. Y. Chen, Z. H. Mao, B. Han, Q. J. Song, Y. Y. Xu, and Q. K. Zhu. 2021. “A Novel Framework of Integrating UV and NIR Atmospheric Correction Algorithms for Coastal Ocean Color Remote Sensing.” Remote Sensing 13 (21): 4206. doi:10.3390/rs13214206.
  • Ruddick, K., G. Neukermans, Q. Vanhellemont, and D. Jolivet. 2014. “Challenges and Opportunities for Geostationary Ocean Colour Remote Sensing of Regional Seas: A Review of Recent Results.” Remote Sensing of Environment 146: 63–76. doi:10.1016/j.rse.2013.07.039.
  • Seo, S., Y. G. Park, and K. Kim. 2020. “Tracking Flood Debris Using Satellite-Derived Ocean Color and Particle-Tracking Modeling.” Marine Pollution Bulletin 161: 161. doi:10.1016/j.marpolbul.2020.111828.
  • Siswanto, E., J. W. 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.
  • Tang, J. W., X. M. Wang, Q. J. Song, T. J. Li, J. Z. Chen, H. J. Huang, and J. P. Ren. 2004. “The Statistic Inversion Algorithms of Water Constituents for the Huanghai Sea and the East China Sea.” Acta Oceanologica Sinica 23 (4): 617–626.
  • Vanhellemont, Q., G. Neukermans, and K. Ruddick. 2014. “Synergy Between Polar-Orbiting and Geostationary Sensors: Remote Sensing of the Ocean at High Spatial and High Temporal Resolution.” Remote Sensing of Environment 146: 49–62. doi:10.1016/j.rse.2013.03.035.
  • Wang, M. H., J. H. Ahn, L. D. Jiang, W. Shi, S. 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, Z. H., Y. Bai, X. Q. He, B. Y. Tao, T. Li, X. Y. Chen, T. Y. Wang, and F. Gong. 2021. “Estimating Particulate Organic Carbon Flux in a Highly Dynamic Estuary Using Satellite Data and Numerical Modeling.” Remote Sensing of Environment 252: 252. doi:10.1016/j.rse.2020.112116.
  • Wei, J. W., X. L. Yu, Z. P. Lee, M. H. Wang, and L. D. Jiang. 2020. “Improving Low-Quality Satellite Remote Sensing Reflectance at Blue Bands Over Coastal and Inland Waters.” Remote Sensing of Environment 250: 250. doi:10.1016/j.rse.2020.112029.
  • Xu, Y. Y., W. B. Guan, J. Y. Chen, Z. Y. Cao, and F. Qiao. 2021. “A Novel Approach to Obtain Diurnal Variation of Bio-Optical Properties in Moving Water Parcel Using Integrated Drifting Buoy and GOCI Data: A Case Study in Yellow and East China Seas.” Remote Sensing 13 (11): 2115. doi:10.3390/rs13112115.
  • Yan, Y., K. Y. Huang, D. D. Shao, Y. J. Xu, and W. Gu. 2019. “Monitoring the Characteristics of the Bohai Sea Ice Using High-Resolution Geostationary Ocean Color Imager (GOCI) Data.” Sustainability 11 (3): 777. doi:10.3390/su11030777.
  • Yoon, J. E., J. H. Lim, S. Son, S. H. Youn, H. J. Oh, J. D. Hwang, J. I. Kwon, S. S. Kim, and I. N. Kim. 2019. “Assessment of Satellite-Based Chlorophyll-A Algorithms in Eutrophic Korean Coastal Waters: Jinhae Bay Case Study.” Frontiers in marine science 6. doi:10.3389/fmars.2019.00359.
  • Zhang, M. W., J. W. Tang, Q. Dong, Q. T. Song, and J. Ding. 2010. “Retrieval of Total Suspended Matter Concentration in the Yellow and East China Seas from MODIS Imagery.” Remote Sensing of Environment 114 (2): 392–403. doi:10.1016/j.rse.2009.09.016.
  • Zibordi, G., B. Holben, I. Slutsker, D. Giles, D. D’alimonte, F. Mélin, J. F. Berthon, et al. 2009. “AERONET-OC: A Network for the Validation of Ocean Color Primary Products.” Journal of Atmospheric and Oceanic Technology 26 (8): 1634–1651. doi:10.1175/2009jtecho654.1.

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.