Retrieval of remotely sensed sea surface salinity using MODIS data in the Chinese Bohai Sea

References

• Ahn, Y. H., P. Shanmugam, J. E. Moon, and J. H. Ryu. 2008. “Satellite Remote Sensing of a Low-Salinity Water Plume in the East China Sea.” Annales Geophysicae 26 (7): 2019–2035. doi:10.5194/angeo-26-2019-2008.
   Web of Science ®Google Scholar
• Andrew, A. A., R. Del Vecchio, A. Subramaniam, and N. V. Blough. 2013. “Chromophoric Dissolved Organic Matter (CDOM) in the Equatorial Atlantic Ocean: Optical Properties and Their Relation to CDOM Structure and Source.” Marine Chemistry 148 (9): 33–43. doi:10.1016/j.marchem.2012.11.001.
   Web of Science ®Google Scholar
• Banks, C. J., C. P. Gommenginger, M. Srokosz, and H. M. Snaith. 2012. “Validating SMOS Ocean Surface Salinity in the Atlantic with Argo and Operational Ocean Model Data.” Geoscience and Remote Sensing, IEEE Transactions On 50 (5): 1688–1702. doi:10.1109/TGRS.2011.2167340.
   Web of Science ®Google Scholar
• Binding, C. E., and D. G. Bowers. 2003. “Measuring the Salinity of the Clyde Sea from Remotely Sensed Ocean Colour.” Estuarine Coastal & Shelf Science 57 (4): 605–611. doi:10.1016/S0272-7714(02)00399-2.
   Web of Science ®Google Scholar
• Boss, E. W., J. Scott Pegau, R. V. Zaneveld, and A. H. Barnard. 2001. “Spatial and Temporal Variability of Absorption by Dissolved Material at a Continental Shelf.” Journal of Geophysical Research Oceans 106 (C5): 9499–9507. doi:10.1029/2000JC900008.
   Web of Science ®Google Scholar
• Bowers, D. G., G. E. L. Harker, P. S. D. Smith, and P. Tett. 2000. “Optical Properties of a Region of Freshwater Influence (The Clyde Sea).” Estuarine Coastal & Shelf Science 50 (5): 717–726. doi:10.1006/ecss.1999.0600.
   Web of Science ®Google Scholar
• Brassington, G. B., and P. Divakaran. 2009. “The Theoretical Impact of Remotely Sensed Sea Surface Salinity Observations in a Multi-Variate Assimilation System.” Ocean Modelling 27 (1–2): 70–81. doi:10.1016/j.ocemod.2008.12.005.
   Web of Science ®Google Scholar
• Bricaud, A., A. Morel, and L. Prieur. 1981. “Absorption by Dissolved Organic Matter of the Sea (Yellow Substance) in the UV and Visible Domains 1.” Limnology & Oceanography 26 (1): 43–53. doi:10.4319/lo.1981.26.1.0043.
   Web of Science ®Google Scholar
• Bricaud, A., A. M. Ciotti, and B. Gentili. 2012. “Spatial‐Temporal Variations in Phytoplankton Size and Colored Detrital Matter Absorption at Global and Regional Scales, as Derived from Twelve Years of SeaWiFS Data (1998–2009).” Global Biogeochemical Cycles 26 (1): 262–269. doi:10.1029/2010GB003952.
   Web of Science ®Google Scholar
• Camps, A., J. Font, I. Corbella, M. Vall-Llossera, M. Portabella, J. Ballabrera-Poy, V. González, M. Piles, A. Aguasca, and R. Acevo. 2012. “Review of the CALIMAS Team Contributions to European Space Agency’s Soil Moisture and Ocean Salinity Mission Calibration and Validation.” Remote Sensing 4 (5): 1272–1309. doi:10.3390/rs4051272.
   Web of Science ®Google Scholar
• Carder, K. L., F. R. Chen, Z. P. Lee, S. K. Hawes, and D. Kamykowski. 1999. “Semianalytic Moderate-Resolution Imaging Spectrometer Algorithms for Chlorophyll A and Absorption with Bio-Optical Domains Based on Nitrate-Depletion Temperatures.” Journal of Geophysical Research Atmospheres 104 (104): 5403–5421. doi:10.1029/1998JC900082.
   Web of Science ®Google Scholar
• Chang, C.-W., D. A. Laird, M. J. Mausbach, and C. R. Hurburgh. 2001. “Near-Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties.” Soil Science Society of America Journal 65 (2): 480–490. doi:10.2136/sssaj2001.652480x.
   Web of Science ®Google Scholar
• Coble, P. G. 1996. “Characterization of Marine and Terrestrial DOM in Seawater Using Excitation-Emission Matrix Spectroscopy.” Marine Chemistry 51 (4): 325–346. doi:10.1016/0304-4203(95)00062-3.
   Web of Science ®Google Scholar
• Coble, P. G. 2007. “Marine Optical Biogeochemistry: The Chemistry of Ocean Color.” Chemical Reviews 107 (2): 402–418.
   PubMed Web of Science ®Google Scholar
• 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.
   Web of Science ®Google Scholar
• D’Sa, E. J., C. Hu, F. E. Mullerkarger, and K. L. Carder. 2002. “Estimation of Colored Dissolved Organic Matter and Salinity Fields in case 2 Waters Using SeaWiFS: Examples from Florida Bay and Florida Shelf.” Journal of Earth System Science 111 (3): 197–207. doi:10.1007/BF02701966.
   Google Scholar
• D’Sa, E. J., and R. L. Miller. 2003. “Bio-Optical Properties in Waters Influenced by the Mississippi River during Low Flow Conditions.” Remote Sensing of Environment 84 (4): 538–549. doi:10.1016/S0034-4257(02)00163-3.
   Web of Science ®Google Scholar
• D’Sa, E. J., R. L. Miller, and C. C. Del. 2006. “Bio-Optical Properties and Ocean Color Algorithms for Coastal Waters Influenced by the Mississippi River during a Cold Front.” Applied Optics 45 (28): 7410–7428. doi:10.1364/AO.45.007410.
   PubMed Web of Science ®Google Scholar
• Doerffer, R., and H. Schiller. 2010. “The MERIS Case 2 Water Algorithm.” International Journal of Remote Sensing 28 (3): 517–535. doi:10.1080/01431160600821127.
   Web of Science ®Google Scholar
• Feng, S. Z., F. Q. Li, and S. J. Li. 1999. An Introduction to Marine Science, 1–503. Beijing: China Higher Education Press.
   Google Scholar
• Geiger, E. F., M. D. Grossi, A. C. Trembanis, J. T. Kohut, and M. J. Oliver. 2013. “Satellite-Derived Coastal Ocean and Estuarine Salinity in the Mid-Atlantic.” Continental Shelf Research 63 (4): S235–S42. doi:10.1016/j.csr.2011.12.001.
   Web of Science ®Google Scholar
• Hoareau, N., M. Umbert, J. Martínez, A. Turiel, and J. Ballabrera-Poy. 2014. “On the Potential of Data Assimilation to Generate SMOS-Level 4 Maps of Sea Surface Salinity.” Remote Sensing of Environment 146: 188–200. doi:10.1016/j.rse.2013.10.005.
   Web of Science ®Google Scholar
• Hong, H., W. Jingyu, S. Shang, and H. Chuanmin. 2005. “Absorption and Fluorescence of Chromophoric Dissolved Organic Matter in the Pearl River Estuary, South China.” Marine Chemistry 97 (1–2): 78–89. doi:10.1016/j.marchem.2005.01.008.
   Web of Science ®Google Scholar
• Johannessen, S. C., W. L. Miller, and J. J. Cullen. 2003. “Calculation of UV Attenuation and Colored Dissolved Organic Matter Absorption Spectra from Measurements of Ocean Color.” Journal of Geophysical Research Oceans 108 (C9): 223–250.
   Web of Science ®Google Scholar
• Kahru, M., and B. Greg Mitchell. 2001. “Seasonal and Nonseasonal Variability of Satellite-Derived Chlorophyll and Colored Dissolved Organic Matter Concentration in the California Current.” Journal of Geophysical Research Atmospheres 106 (C2): 2517–2529. doi:10.1029/1999JC000094.
   Web of Science ®Google Scholar
• Khorram, S. 1982. “Remote Sensing of Salinity in the San Francisco Bay Delta.” Remote Sensing of Environment 12 (1): 15–22. doi:10.1016/0034-4257(82)90004-9.
   Web of Science ®Google Scholar
• Kirk, J. T. O. 1983. “Light And Photosynthesis In Aquatic Ecosystems.” Journal Of Ecology 45 (3): 54–60.
   Google Scholar
• Le Vine, D. M., P. de Matthaeis, C. S. Ruf, and D. D. Chen. 2014. “Aquarius RFI Detection and Mitigation Algorithm: Assessment and Examples.” IEEE Transactions on Geoscience and Remote Sensing 52 (8): 4574–4584. doi:10.1109/TGRS.2013.2282595.
   Web of Science ®Google Scholar
• Lee, T., G. Lagerloef, M. M. Gierach, H. Kao, S. Yueh, and K. Dohan. 2012. “Aquarius Reveals Salinity Structure of Tropical Instability Waves.” Geophysical Research Letters 39 (12). doi:10.1029/2012GL052232.
   PubMed Web of Science ®Google Scholar
• Lee, Z., R. Arnone, C. Hu, P. J. Werdell, and B. Lubac. 2010. “Uncertainties of Optical Parameters and Their Propagations in an Analytical Ocean Color Inversion Algorithm.” Applied Optics 49 (3): 369–381. doi:10.1364/AO.49.000369.
   PubMed Web of Science ®Google Scholar
• Lin, C., S. Jilan, X. Bingrong, and Q. Tang. 2001. “Long-Term Variations of Temperature and Salinity of the Bohai Sea and Their Influence on Its Ecosystem.” Progress in Oceanography 49 (1–4): 7–19. doi:10.1016/S0079-6611(01)00013-1.
   Web of Science ®Google Scholar
• Marghany, M. 2009. “Least Square Algorithm for Sea Surface Salinity Retrieving from MODIS Satellite Data.” Paper presented at the IEEE International Conference on Signal and Image Processing Applications. New York, NY: IEEE.
   Google Scholar
• Marghany, M. 2014. “Simulation of Tsunami Impact on Sea Surface Salinity along Banda Aceh Coastal Waters, Indonesia.” Survival Global Politics & Strategy 53 (2): 131–158.
   Google Scholar
• Marghany, M., and M. Hashim. 2011. “Retrieving Seasonal Sea Surface Salinity from MODIS Satellite Data Using a Box-Jenkins Algorithm.” Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International, Vancouver, BC, Canada. 24 (8): 2017–2020.
   Google Scholar
• Marghany, M., M. Hashim, and A. P. Cracknell. 2010. “Modelling Sea Surface Salinity from MODIS Satellite Data.” In Computational Science and Its Applications–ICCSA 2010, ICCSA 2010, Part I, LNCS, edited by D. Taniar et al. 6016: 545–556. Springer.
   Google Scholar
• McKeon, J. B., and R. H. Roger. 1976. Water Quality Map of Saginaw Bay from Computer Processing of LAMDSAT-2 Data. Spec. report to Goddard Space Flight Center. Greenbelt, Maryland: Bendix Aerospace Systems Division.
   Google Scholar
• Mueller, J. L., G. S. Fargion, C. R. Mcclain, J. Scott Pegau, R. V. Zaneveld, B. Gregg Mitchell, M. Kahru, J. Wieland, and M. Stramska. 2003. “Ocean Optics Protocols for Satellite Ocean Color Sensor Validation.” British Journal of Surgery 47 (201): 111–112.
   Google Scholar
• Naik, P., E. J. D’Sa, M. Grippo, R. Condrey, and J. Fleeger. 2011. “Absorption Properties of Shoal-Dominated Waters in the Atchafalaya Shelf, Louisiana, USA.” International Journal of Remote Sensing 32 (15): 4383–4406. doi:10.1080/01431161.2010.486807.
   Web of Science ®Google Scholar
• Nduwamungu, C., N. Ziadi, L.-É. Parent, G. F. Tremblay, and L. Thuries. 2009. “Opportunities for, and Limitations of, near Infrared Reflectance Spectroscopy Applications in Soil Analysis: A Review.” Canadian Journal of Soil Science 89 (5): 531–541. doi:10.4141/CJSS08076.
   Web of Science ®Google Scholar
• Nelson, N. B., D. A. Siegel, C. A. Carlson, C. Swan, W. M. Smethie Jr, and S. Khatiwala. 2007. “Hydrography of Chromophoric Dissolved Organic Matter in the North Atlantic.” Deep Sea Research Part I Oceanographic Research Papers 54 (5): 710–731. doi:10.1016/j.dsr.2007.02.006.
   Web of Science ®Google Scholar
• Reul, N., J. Tenerelli, J. Boutin, B. Chapron, F. Paul, E. Brion, F. Gaillard, and O. Archer. 2012. “Overview of the First SMOS Sea Surface Salinity Products. Part I: Quality Assessment for the Second Half of 2010.” Geoscience and Remote Sensing, IEEE Transactions On 50 (5): 1636–1647. doi:10.1109/TGRS.2012.2188408.
   Web of Science ®Google Scholar
• Shanmugam, P. 2011. “New Models for Retrieving and Partitioning the Colored Dissolved Organic Matter in the Global Ocean: Implications for Remote Sensing.” Remote Sensing of Environment 115 (6): 1501–1521. doi:10.1016/j.rse.2011.02.009.
   Web of Science ®Google Scholar
• Siegel, D. A., S. Maritorena, N. B. Nelson, D. A. Hansell, and M. Lorenzi-Kayser. 2002. “Global Distribution and Dynamics of Colored Dissolved and Detrital Organic Materials.” Journal of Geophysical Research Oceans 107 (C12): 1–14.
   Web of Science ®Google Scholar
• Siegel, D. A., S. Maritorena, N. B. Nelson, M. J. Behrenfeld, and C. R. Mcclain. 2005. “Colored Dissolved Organic Matter and Its Influence on the Satellite-Based Characterization of the Ocean Biosphere.” Geophysical Research Letters 32 (20): 469–496. doi:10.1029/2005GL024310.
   Web of Science ®Google Scholar
• Song, Q., J. Zhang, T. Cui, and Y. Bao. 2013. “Retrieval of Sea Surface Salinity with MERIS and MODIS Data in the Bohai Sea.” Remote Sensing of Environment 136 (5): 117–125. doi:10.1016/j.rse.2013.04.016.
   Web of Science ®Google Scholar
• Stedmon, C. A., and R. Bro. 2008. “Characterizing Dissolved Organic Matter Fluorescence with Parallel Factor Analysis: A Tutorial.” Limnology & Oceanography Methods 6 (11): 572–579. doi:10.4319/lom.2008.6.572.
   Web of Science ®Google Scholar
• Talone, M., R. Sabia, A. Camps, M. Vall-Llossera, C. Gabarró, and J. Font. 2010. “Sea Surface Salinity Retrievals from HUT-2D L-Band Radiometric Measurements.” Remote Sensing of Environment 114 (8): 1756–1764. doi:10.1016/j.rse.2010.03.006.
   Web of Science ®Google Scholar
• Tiwari, S. P., and P. Shanmugam. 2011. “An Optical Model for the Remote Sensing of Coloured Dissolved Organic Matter in Coastal/Ocean Waters.” Estuarine Coastal & Shelf Science 93 (4): 396–402. doi:10.1016/j.ecss.2011.05.010.
   Web of Science ®Google Scholar
• Urquhart, E. A., B. F. Zaitchik, M. J. Hoffman, S. D. Guikema, and E. F. Geiger. 2012. “Remotely Sensed Estimates of Surface Salinity in the Chesapeake Bay: A Statistical Approach.” Remote Sensing of Environment 123 (3): 522–531. doi:10.1016/j.rse.2012.04.008.
   Web of Science ®Google Scholar
• Wang, F., and Y. J. Xu. 2008. “Development and Application of a Remote Sensing-Based Salinity Prediction Model for a Large Estuarine Lake in the US Gulf of Mexico Coast.” Journal of Hydrology 360 (1–4): 184–194. doi:10.1016/j.jhydrol.2008.07.036.
   Web of Science ®Google Scholar
• Wang, L., D. Z. Zhao, J. H. Yang, and Y. L. Chen. 2011. “The Optical Properties and Remote Sensing Retrieval Model of Chromophoric Dissolved Organic Matter in the Dayang Estuary.” Acta Oceanologica Sinica 33 (1): 45–51 (in Chinese).
   Google Scholar
• Wong, M. S., K. H. Lee, Y. J. Kim, J. E. Nichol, L. Zhangqing, and N. Emerson. 2007. “Modeling of Suspended Solids and Sea Surface Salinity in Hong Kong Using Aqua/MODIS Satellite Images.” 대한원격탐사학회지 23 (3): 161–169.
   Google Scholar
• Ying, B., S. Rongguo, Q. Yao, C. Zhang, and X. Shi. 2015. “Characterization of Chromophoric Dissolved Organic Matter (CDOM) in the Bohai Sea and the Yellow Sea Using Excitation-Emission Matrix Spectroscopy (EEMs) and Parallel Factor Analysis (PARAFAC).” Environmental Science 36 (1): 163.
   Google Scholar
• Yueh, S. H., R. West, W. J. Wilson, F. K. Li, E. G. Njoku, and Y. Rahmat-Samii. 2001. “Error Sources and Feasibility for Microwave Remote Sensing of Ocean Surface Salinity.” IEEE Transactions on Geoscience & Remote Sensing 39 (5): 1049–1060. doi:10.1109/36.921423.
   Web of Science ®Google Scholar
• Zine, S., J. Boutin, P. Waldteufel, J. L. Vergely, T. Pellarin, and P. Lazure. 2007. “Issues about Retrieving Sea Surface Salinity in Coastal Areas from SMOS Data.” IEEE Transactions on Geoscience & Remote Sensing 45 (7): 2061–2072. doi:10.1109/TGRS.2007.894934.
   Web of Science ®Google Scholar