Abstract

An empirical algorithm is proposed to estimate suspended particulate matter (SPM) ranging from 0.675 to 25.7 mg L−1 in the turbid Pearl River estuary (PRE). Comparisons between model predicted and in situ measured SPM resulted in R2s of 0.97 and 0.88 and mean absolute percentage errors (MAPEs) of 23.96% and 29.69% by using the calibration and validation data sets, respectively. The developed algorithm demonstrated the highest accuracy when compared with existing ones for turbid coastal waters. The diurnal dynamics of SPM was revealed by applying the proposed algorithm to reflectance data collected by a moored buoy in the PRE. The established algorithm was implemented to Hyperspectral Imager for the Coastal Ocean (HICO) data and the distribution pattern of SPM in the PRE was elucidated. Validation of HICO-derived reflectance data by using concurrent MODIS/Aqua data as a benchmark indicated their reliability. Factors influencing variability of SPM in the PRE were analyzed, which implicated the combined effects of wind, tide, rainfall, and circulation as the cause.

© 2018 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

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    [Crossref]
  39. J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
    [Crossref] [PubMed]
  40. P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
    [Crossref]
  41. D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
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    [Crossref]
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    [Crossref]

2017 (3)

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
[Crossref]

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
[Crossref] [PubMed]

G. Zheng and P. M. DiGiacomo, “Uncertainties and applications of satellite-derived coastal water quality products,” Prog. Oceanogr. 159, 45–72 (2017).
[Crossref]

2016 (2)

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

2015 (2)

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
[Crossref]

2014 (2)

L. Feng, C. Hu, X. Chen, and Q. Song, “Influence of the Three Gorges Dam on total suspended matters in the Yangtze Estuary and its adjacent coastal waters: Observations from MODIS,” Remote Sens. Environ. 140, 779–788 (2014).
[Crossref]

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
[Crossref]

2013 (6)

Q. Xing, M. Lou, C. Chen, and P. Shi, “Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary,” IEEE J-STARS 6, 731–738 (2013).

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
[Crossref]

J. Chen, E. D’Sa, T. Cui, and X. Zhang, “A semi-analytical total suspended sediment retrieval model in turbid coastal waters: A case study in Changjiang River Estuary,” Opt. Express 21(11), 13018–13031 (2013).
[Crossref] [PubMed]

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
[Crossref]

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
[Crossref]

Z. Qiu, “A simple optical model to estimate suspended particulate matter in Yellow River Estuary,” Opt. Express 21(23), 27891–27904 (2013).
[Crossref] [PubMed]

2012 (4)

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
[Crossref]

W. Shi and M. Wang, “Satellite views of the Bohai Sea, Yellow Sea, and East China Sea,” Prog. Oceanogr. 104, 30–45 (2012).
[Crossref]

Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
[Crossref]

D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
[Crossref]

2011 (2)

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
[Crossref]

H. Xi and Y. Zhang, “Total suspended matter observation in the Pearl River estuary from in situ and MERIS data,” Environ. Monit. Assess. 177(1-4), 563–574 (2011).
[Crossref] [PubMed]

2010 (3)

D. Liu, C. Zhang, D. Fu, and C. Shen, “Hyperspectral data-based remote-sensing inversion model for suspended sediment in surface waters at the Pearl River Estuary (in Chinese),” Mark. Sci. 34, 77–80 (2010).

B. Nechad, K. G. Ruddick, and Y. Park, “Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters,” Remote Sens. Environ. 114(4), 854–866 (2010).
[Crossref]

M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
[Crossref]

2009 (3)

F. Liu, C. Chen, S. Tang, and D. Liu, “A piecewise algorithm for retrieval of suspended sediment concentration based on in situ spectra data by MERIS in Zhujiang River estuary (in Chinese),” J. Tropical Oceanogr. 28, 9–14 (2009).

M. Wang, S. Son, and W. Shi, “Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithms using SeaBASS data,” Remote Sens. Environ. 113(3), 635–644 (2009).
[Crossref]

Y. Zhang, Y. Wang, Y. Wang, and H. Xi, “Investigating the Impacts of Landuse-landcover (LULC) Change in the Pearl River Delta Region on Water Quality in the Pearl River Estuary and Hong Kong’s Coast,” Remote Sens. 1(4), 1055–1064 (2009).
[Crossref]

2008 (2)

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
[Crossref]

2007 (3)

S. Dai, S. Yang, and A. Cai, “Variation of sediment discharge of the Pearl River Basin from 1995-2005,” Acta Geogr. Sin. 62, 545–554 (2007).

M. Wang and W. Shi, “The NIR-SWIR combined atmospheric correction approach for MODIS ocean color data processing,” Opt. Express 15(24), 15722–15733 (2007).
[Crossref] [PubMed]

T. Kutser, L. Metsamaa, E. Vahtmae, and R. Aps, “Operative monitoring of the extent of dredging plumes in coastal ecosystems using MODIS satellite imagery,” J. Coast. Res. 50, 180–184 (2007).

2006 (2)

L. Sipelgas, U. Raudsepp, and T. Kõuts, “Operational monitoring of suspended matter distribution using MODIS images and numerical modelling,” Adv. Space Res. 38(10), 2182–2188 (2006).
[Crossref]

S. W. Bailey and P. J. Werdell, “A multi-sensor approach for the on-orbit validation of ocean color satellite data products,” Remote Sens. Environ. 102(1-2), 12–23 (2006).
[Crossref]

2005 (1)

2004 (1)

P. Davies, “Nutrient processes and chlorophyll in the estuaries and plume of the Gulf of Papua,” Cont. Shelf Res. 24(19), 2317–2341 (2004).
[Crossref]

2003 (1)

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
[Crossref]

2001 (1)

T. Li, “The Absolute Irradiant Calibration of the Spectrograph,” Ocean Tech. 20, 26–28 (2001).

2000 (1)

1994 (1)

R. Doerffer and J. Fischer, “Concentrations of chlorophyll, suspended matter, and gelbstoff in case II waters derived from satellite coastal zone color scanner data with inverse modeling methods,” J. Geophys. Res. Oceans 99(C4), 7457–7466 (1994).
[Crossref]

Adams, D.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Albert, S.

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
[Crossref]

Antoine, D.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Aps, R.

T. Kutser, L. Metsamaa, E. Vahtmae, and R. Aps, “Operative monitoring of the extent of dredging plumes in coastal ecosystems using MODIS satellite imagery,” J. Coast. Res. 50, 180–184 (2007).

Aswani, S.

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
[Crossref]

Bai, Y.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
[Crossref]

Bailey, S. W.

S. W. Bailey and P. J. Werdell, “A multi-sensor approach for the on-orbit validation of ocean color satellite data products,” Remote Sens. Environ. 102(1-2), 12–23 (2006).
[Crossref]

Bécu, G.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Braga, F.

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
[Crossref]

Bryère, P.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

Cai, A.

S. Dai, S. Yang, and A. Cai, “Variation of sediment discharge of the Pearl River Basin from 1995-2005,” Acta Geogr. Sin. 62, 545–554 (2007).

Cao, W.

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

Cao, Z. Y.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

Chami, M.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Chen, C.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
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Q. Xing, M. Lou, C. Chen, and P. Shi, “Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary,” IEEE J-STARS 6, 731–738 (2013).

F. Liu, C. Chen, S. Tang, and D. Liu, “A piecewise algorithm for retrieval of suspended sediment concentration based on in situ spectra data by MERIS in Zhujiang River estuary (in Chinese),” J. Tropical Oceanogr. 28, 9–14 (2009).

Chen, C.-T. A.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
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Chen, J.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
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J. Chen, E. D’Sa, T. Cui, and X. Zhang, “A semi-analytical total suspended sediment retrieval model in turbid coastal waters: A case study in Changjiang River Estuary,” Opt. Express 21(11), 13018–13031 (2013).
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Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
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Chen, J. C.

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
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Chen, Q.

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
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Chen, S.

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
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Chen, X.

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
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D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Cloern, J. E.

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
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Cui, Q.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
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Cui, T.

Curtarelli, M.

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
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D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

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Dai, S.

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P. Davies, “Nutrient processes and chlorophyll in the estuaries and plume of the Gulf of Papua,” Cont. Shelf Res. 24(19), 2317–2341 (2004).
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D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Dessailly, D.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
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Desté, J. F.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

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G. Zheng and P. M. DiGiacomo, “Uncertainties and applications of satellite-derived coastal water quality products,” Prog. Oceanogr. 159, 45–72 (2017).
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M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
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R. Doerffer and J. Fischer, “Concentrations of chlorophyll, suspended matter, and gelbstoff in case II waters derived from satellite coastal zone color scanner data with inverse modeling methods,” J. Geophys. Res. Oceans 99(C4), 7457–7466 (1994).
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Dong, L. X.

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
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Dong, Q.

M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
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Dong, X.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
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Feng, L.

L. Feng, C. Hu, X. Chen, and Q. Song, “Influence of the Three Gorges Dam on total suspended matters in the Yangtze Estuary and its adjacent coastal waters: Observations from MODIS,” Remote Sens. Environ. 140, 779–788 (2014).
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Fischer, J.

R. Doerffer and J. Fischer, “Concentrations of chlorophyll, suspended matter, and gelbstoff in case II waters derived from satellite coastal zone color scanner data with inverse modeling methods,” J. Geophys. Res. Oceans 99(C4), 7457–7466 (1994).
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Fu, D.

D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
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D. Liu, C. Zhang, D. Fu, and C. Shen, “Hyperspectral data-based remote-sensing inversion model for suspended sediment in surface waters at the Pearl River Estuary (in Chinese),” Mark. Sci. 34, 77–80 (2010).

Gan, J.

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
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Gao, G.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
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Gentili, B.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Gitelson, A. A.

Guevel, P.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Halpern, B. S.

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
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Han, B.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
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Han, L.

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
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Harrison, P. J.

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
[Crossref]

He, X.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
[Crossref]

Heinke, G.

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
[Crossref]

Hooker, S. B.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Hu, C.

L. Feng, C. Hu, X. Chen, and Q. Song, “Influence of the Three Gorges Dam on total suspended matters in the Yangtze Estuary and its adjacent coastal waters: Observations from MODIS,” Remote Sens. Environ. 140, 779–788 (2014).
[Crossref]

Huang, N.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
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Hunter, C.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
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Jassby, A. D.

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
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Keegstra, P.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
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Kim, C.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
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Kinkade, C. S.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
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Kõuts, T.

L. Sipelgas, U. Raudsepp, and T. Kõuts, “Operational monitoring of suspended matter distribution using MODIS images and numerical modelling,” Adv. Space Res. 38(10), 2182–2188 (2006).
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Kutser, T.

T. Kutser, L. Metsamaa, E. Vahtmae, and R. Aps, “Operative monitoring of the extent of dredging plumes in coastal ecosystems using MODIS satellite imagery,” J. Coast. Res. 50, 180–184 (2007).

Lauer, M.

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
[Crossref]

Lee, J. H. W.

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
[Crossref]

Li, D.

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
[Crossref]

Li, S. J.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
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Li, T.

T. Li, “The Absolute Irradiant Calibration of the Spectrograph,” Ocean Tech. 20, 26–28 (2001).

Li, Y.

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
[Crossref]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

Liang, Y. Y.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

Liu, D.

D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
[Crossref]

D. Liu, C. Zhang, D. Fu, and C. Shen, “Hyperspectral data-based remote-sensing inversion model for suspended sediment in surface waters at the Pearl River Estuary (in Chinese),” Mark. Sci. 34, 77–80 (2010).

F. Liu, C. Chen, S. Tang, and D. Liu, “A piecewise algorithm for retrieval of suspended sediment concentration based on in situ spectra data by MERIS in Zhujiang River estuary (in Chinese),” J. Tropical Oceanogr. 28, 9–14 (2009).

Liu, F.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
[Crossref]

F. Liu, C. Chen, S. Tang, and D. Liu, “A piecewise algorithm for retrieval of suspended sediment concentration based on in situ spectra data by MERIS in Zhujiang River estuary (in Chinese),” J. Tropical Oceanogr. 28, 9–14 (2009).

Liu, G.

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

Liu, H.

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
[Crossref]

Liu, X.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
[Crossref] [PubMed]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

Loisel, H.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

Lou, M.

Q. Xing, M. Lou, C. Chen, and P. Shi, “Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary,” IEEE J-STARS 6, 731–738 (2013).

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
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Louis, F.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

MacIntyre, H. L.

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
[Crossref]

Mao, Z.

Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
[Crossref]

Martin, C.

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
[Crossref]

Meng, R.

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
[Crossref]

Mériaux, X.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

Metsamaa, L.

T. Kutser, L. Metsamaa, E. Vahtmae, and R. Aps, “Operative monitoring of the extent of dredging plumes in coastal ecosystems using MODIS satellite imagery,” J. Coast. Res. 50, 180–184 (2007).

Mishra, D.

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
[Crossref]

Mishra, S.

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
[Crossref]

Morel, A.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Nechad, B.

B. Nechad, K. G. Ruddick, and Y. Park, “Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters,” Remote Sens. Environ. 114(4), 854–866 (2010).
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Nejad, E.

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
[Crossref]

Ogashawara, I.

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
[Crossref]

Ondrusek, M.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
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Ouillon, S.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
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Pan, D.

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
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Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
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Park, Y.

B. Nechad, K. G. Ruddick, and Y. Park, “Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters,” Remote Sens. Environ. 114(4), 854–866 (2010).
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Qin, B.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
[Crossref] [PubMed]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
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Ras, J.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Raudsepp, U.

L. Sipelgas, U. Raudsepp, and T. Kõuts, “Operational monitoring of suspended matter distribution using MODIS images and numerical modelling,” Adv. Space Res. 38(10), 2182–2188 (2006).
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Roussier, E.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Ruddick, K. G.

B. Nechad, K. G. Ruddick, and Y. Park, “Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters,” Remote Sens. Environ. 114(4), 854–866 (2010).
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K. G. Ruddick, F. Ovidio, and M. Rijkeboer, “Atmospheric correction of SeaWiFS imagery for turbid coastal and inland waters,” Appl. Opt. 39(6), 897–912 (2000).
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Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
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Schraga, T. S.

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
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Scott, A. J.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Selkoe, K. A.

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
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Shang, J. H.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
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Shen, C.

D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
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D. Liu, C. Zhang, D. Fu, and C. Shen, “Hyperspectral data-based remote-sensing inversion model for suspended sediment in surface waters at the Pearl River Estuary (in Chinese),” Mark. Sci. 34, 77–80 (2010).

Shi, K.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
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K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
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Shi, P.

Q. Xing, M. Lou, C. Chen, and P. Shi, “Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary,” IEEE J-STARS 6, 731–738 (2013).

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
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Shi, W.

W. Shi and M. Wang, “Satellite views of the Bohai Sea, Yellow Sea, and East China Sea,” Prog. Oceanogr. 104, 30–45 (2012).
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M. Wang, S. Son, and W. Shi, “Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithms using SeaBASS data,” Remote Sens. Environ. 113(3), 635–644 (2009).
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M. Wang and W. Shi, “The NIR-SWIR combined atmospheric correction approach for MODIS ocean color data processing,” Opt. Express 15(24), 15722–15733 (2007).
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Sipelgas, L.

L. Sipelgas, U. Raudsepp, and T. Kõuts, “Operational monitoring of suspended matter distribution using MODIS images and numerical modelling,” Adv. Space Res. 38(10), 2182–2188 (2006).
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Son, S.

M. Wang, S. Son, and W. Shi, “Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithms using SeaBASS data,” Remote Sens. Environ. 113(3), 635–644 (2009).
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Song, Q.

L. Feng, C. Hu, X. Chen, and Q. Song, “Influence of the Three Gorges Dam on total suspended matters in the Yangtze Estuary and its adjacent coastal waters: Observations from MODIS,” Remote Sens. Environ. 140, 779–788 (2014).
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M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
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Stech, J.

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
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Stengel, E.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
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Su, J. L.

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
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S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
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Sun, Z.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
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J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
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Tailliez, D.

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

Tang, J.

M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
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Tang, S.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
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Tao, B.

Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
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Tian, L.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
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Tosi, L.

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
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Vahtmae, E.

T. Kutser, L. Metsamaa, E. Vahtmae, and R. Aps, “Operative monitoring of the extent of dredging plumes in coastal ecosystems using MODIS satellite imagery,” J. Coast. Res. 50, 180–184 (2007).

Vantrepotte, V.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

Vogel, R. L.

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
[Crossref]

Walker, N. D.

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
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Wang, G.

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

Wang, M.

W. Shi and M. Wang, “Satellite views of the Bohai Sea, Yellow Sea, and East China Sea,” Prog. Oceanogr. 104, 30–45 (2012).
[Crossref]

M. Wang, S. Son, and W. Shi, “Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithms using SeaBASS data,” Remote Sens. Environ. 113(3), 635–644 (2009).
[Crossref]

M. Wang and W. Shi, “The NIR-SWIR combined atmospheric correction approach for MODIS ocean color data processing,” Opt. Express 15(24), 15722–15733 (2007).
[Crossref] [PubMed]

Wang, Y.

Y. Zhang, Y. Wang, Y. Wang, and H. Xi, “Investigating the Impacts of Landuse-landcover (LULC) Change in the Pearl River Delta Region on Water Quality in the Pearl River Estuary and Hong Kong’s Coast,” Remote Sens. 1(4), 1055–1064 (2009).
[Crossref]

Y. Zhang, Y. Wang, Y. Wang, and H. Xi, “Investigating the Impacts of Landuse-landcover (LULC) Change in the Pearl River Delta Region on Water Quality in the Pearl River Estuary and Hong Kong’s Coast,” Remote Sens. 1(4), 1055–1064 (2009).
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S. W. Bailey and P. J. Werdell, “A multi-sensor approach for the on-orbit validation of ocean color satellite data products,” Remote Sens. Environ. 102(1-2), 12–23 (2006).
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White, C.

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
[Crossref]

Wong, L. A.

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
[Crossref]

Wu, Z. Y.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

Xi, H.

H. Xi and Y. Zhang, “Total suspended matter observation in the Pearl River estuary from in situ and MERIS data,” Environ. Monit. Assess. 177(1-4), 563–574 (2011).
[Crossref] [PubMed]

Y. Zhang, Y. Wang, Y. Wang, and H. Xi, “Investigating the Impacts of Landuse-landcover (LULC) Change in the Pearl River Delta Region on Water Quality in the Pearl River Estuary and Hong Kong’s Coast,” Remote Sens. 1(4), 1055–1064 (2009).
[Crossref]

Xing, Q.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

Q. Xing, M. Lou, C. Chen, and P. Shi, “Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary,” IEEE J-STARS 6, 731–738 (2013).

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
[Crossref]

Xu, B.

D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
[Crossref]

Xu, H.

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

Xue, H.

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
[Crossref]

Yang, C.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
[Crossref]

Yang, S.

S. Dai, S. Yang, and A. Cai, “Variation of sediment discharge of the Pearl River Basin from 1995-2005,” Acta Geogr. Sin. 62, 545–554 (2007).

Yang, Y.

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

Ye, H.

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
[Crossref]

Yin, K.

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
[Crossref]

Yu, D.

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
[Crossref]

Zaggia, L.

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
[Crossref]

Zhang, C.

D. Liu, C. Zhang, D. Fu, and C. Shen, “Hyperspectral data-based remote-sensing inversion model for suspended sediment in surface waters at the Pearl River Estuary (in Chinese),” Mark. Sci. 34, 77–80 (2010).

Zhang, M.

M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
[Crossref]

Zhang, X.

Zhang, Y.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
[Crossref] [PubMed]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

H. Xi and Y. Zhang, “Total suspended matter observation in the Pearl River estuary from in situ and MERIS data,” Environ. Monit. Assess. 177(1-4), 563–574 (2011).
[Crossref] [PubMed]

Y. Zhang, Y. Wang, Y. Wang, and H. Xi, “Investigating the Impacts of Landuse-landcover (LULC) Change in the Pearl River Delta Region on Water Quality in the Pearl River Estuary and Hong Kong’s Coast,” Remote Sens. 1(4), 1055–1064 (2009).
[Crossref]

Zhao, D. N.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

Zhao, H.

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
[Crossref]

Zhao, J.

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

Zheng, G.

G. Zheng and P. M. DiGiacomo, “Uncertainties and applications of satellite-derived coastal water quality products,” Prog. Oceanogr. 159, 45–72 (2017).
[Crossref]

Zheng, Q.

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
[Crossref]

Zhou, J. Q.

Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

Zhou, W.

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

Zhou, Y.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
[Crossref] [PubMed]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

Zhu, G.

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
[Crossref] [PubMed]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

Zhu, J.

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

Zhu, Q.

Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
[Crossref]

Acta Geogr. Sin. (1)

S. Dai, S. Yang, and A. Cai, “Variation of sediment discharge of the Pearl River Basin from 1995-2005,” Acta Geogr. Sin. 62, 545–554 (2007).

Adv. Space Res. (1)

L. Sipelgas, U. Raudsepp, and T. Kõuts, “Operational monitoring of suspended matter distribution using MODIS images and numerical modelling,” Adv. Space Res. 38(10), 2182–2188 (2006).
[Crossref]

Appl. Opt. (2)

Aquat. Ecosyst. Health (1)

H. Ye, C. Chen, S. Tang, L. Tian, Z. Sun, C. Yang, and F. Liu, “Remote sensing assessment of sediment variation in the Pearl River Estuary induced by Typhoon Vicente,” Aquat. Ecosyst. Health 17(3), 271–279 (2014).
[Crossref]

Chin. J. Oceanology Limnol. (1)

D. Liu, D. Fu, B. Xu, and C. Shen, “Estimation of total suspended matter in the Zhujiang (Pearl) River estuary from Hyperion imagery,” Chin. J. Oceanology Limnol. 30(1), 16–21 (2012).
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Cont. Shelf Res. (2)

P. J. Harrison, K. Yin, J. H. W. Lee, J. Gan, and H. Liu, “Physical–biological coupling in the Pearl River Estuary,” Cont. Shelf Res. 28(12), 1405–1415 (2008).
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P. Davies, “Nutrient processes and chlorophyll in the estuaries and plume of the Gulf of Papua,” Cont. Shelf Res. 24(19), 2317–2341 (2004).
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Coral Reefs (1)

B. S. Halpern, K. A. Selkoe, C. White, S. Albert, S. Aswani, and M. Lauer, “Marine protected areas and resilience to sedimentation in the Solomon Islands,” Coral Reefs 32(1), 61–69 (2013).
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Environ. Monit. Assess. (1)

H. Xi and Y. Zhang, “Total suspended matter observation in the Pearl River estuary from in situ and MERIS data,” Environ. Monit. Assess. 177(1-4), 563–574 (2011).
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IEEE J-STARS (1)

Q. Xing, M. Lou, C. Chen, and P. Shi, “Using in situ and Satellite Hyperspectral Data to Estimate the Surface Suspended Sediments Concentrations in the Pearl River Estuary,” IEEE J-STARS 6, 731–738 (2013).

Int. J. Remote Sens. (1)

H. Zhao, Q. Chen, N. D. Walker, Q. Zheng, and H. L. MacIntyre, “A study of sediment transport in a shallow estuary using MODIS imagery and particle tracking simulation,” Int. J. Remote Sens. 32(21), 6653–6671 (2011).
[Crossref]

ISPRS J. Phogramm. (1)

S. Chen, L. Han, X. Chen, D. Li, L. Sun, and Y. Li, “Estimating wide range Total Suspended Solids concentrations from MODIS 250-m imageries: An improved method,” ISPRS J. Phogramm. 99, 58–69 (2015).
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J. Coast. Res. (1)

T. Kutser, L. Metsamaa, E. Vahtmae, and R. Aps, “Operative monitoring of the extent of dredging plumes in coastal ecosystems using MODIS satellite imagery,” J. Coast. Res. 50, 180–184 (2007).

J. Geophys. Res. Oceans (2)

L. A. Wong, J. C. Chen, H. Xue, L. X. Dong, J. L. Su, and G. Heinke, “A model study of the circulation in the Pearl River Estuary (PRE) and its adjacent coastal waters: 1. Simulations and comparison with observations,” J. Geophys. Res. Oceans 108(C5), 3156 (2003).
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R. Doerffer and J. Fischer, “Concentrations of chlorophyll, suspended matter, and gelbstoff in case II waters derived from satellite coastal zone color scanner data with inverse modeling methods,” J. Geophys. Res. Oceans 99(C4), 7457–7466 (1994).
[Crossref]

J. Tropical Oceanogr. (1)

F. Liu, C. Chen, S. Tang, and D. Liu, “A piecewise algorithm for retrieval of suspended sediment concentration based on in situ spectra data by MERIS in Zhujiang River estuary (in Chinese),” J. Tropical Oceanogr. 28, 9–14 (2009).

Limnol. Oceanogr. (1)

J. E. Cloern, A. D. Jassby, T. S. Schraga, E. Nejad, and C. Martin, “Ecosystem variability along the estuarine salinity gradient: Examples from long-term study of San Francisco Bay,” Limnol. Oceanogr. 62(S1), S272–S291 (2017).
[Crossref]

Mar. Pollut. Bull. (1)

J. Zhao, W. Cao, Y. Yang, G. Wang, W. Zhou, and Z. Sun, “Measuring natural phytoplankton fluorescence and biomass: A case study of algal bloom in the Pearl River estuary,” Mar. Pollut. Bull. 56(10), 1795–1801 (2008).
[Crossref] [PubMed]

Mark. Sci. (1)

D. Liu, C. Zhang, D. Fu, and C. Shen, “Hyperspectral data-based remote-sensing inversion model for suspended sediment in surface waters at the Pearl River Estuary (in Chinese),” Mark. Sci. 34, 77–80 (2010).

Ocean Tech. (1)

T. Li, “The Absolute Irradiant Calibration of the Spectrograph,” Ocean Tech. 20, 26–28 (2001).

Opt. Express (3)

Prog. Oceanogr. (2)

G. Zheng and P. M. DiGiacomo, “Uncertainties and applications of satellite-derived coastal water quality products,” Prog. Oceanogr. 159, 45–72 (2017).
[Crossref]

W. Shi and M. Wang, “Satellite views of the Bohai Sea, Yellow Sea, and East China Sea,” Prog. Oceanogr. 104, 30–45 (2012).
[Crossref]

Remote Sens. (3)

Y. Zhang, Y. Wang, Y. Wang, and H. Xi, “Investigating the Impacts of Landuse-landcover (LULC) Change in the Pearl River Delta Region on Water Quality in the Pearl River Estuary and Hong Kong’s Coast,” Remote Sens. 1(4), 1055–1064 (2009).
[Crossref]

B. Han, H. Loisel, V. Vantrepotte, X. Mériaux, P. Bryère, S. Ouillon, D. Dessailly, Q. Xing, and J. Zhu, “Development of a Semi-Analytical Algorithm for the Retrieval of Suspended Particulate Matter from Remote Sensing over Clear to Very Turbid Waters,” Remote Sens. 8(3), 211 (2016).
[Crossref]

I. Ogashawara, D. Mishra, S. Mishra, M. Curtarelli, and J. Stech, “A Performance Review of Reflectance Based Algorithms for Predicting Phycocyanin Concentrations in Inland Waters,” Remote Sens. 5(10), 4774–4798 (2013).
[Crossref]

Remote Sens. Environ. (9)

M. Zhang, J. Tang, Q. Dong, Q. Song, and J. Ding, “Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery,” Remote Sens. Environ. 114(2), 392–403 (2010).
[Crossref]

Z. Mao, J. Chen, D. Pan, B. Tao, and Q. Zhu, “A regional remote sensing algorithm for total suspended matter in the East China Sea,” Remote Sens. Environ. 124, 819–831 (2012).
[Crossref]

X. He, Y. Bai, D. Pan, N. Huang, X. Dong, J. Chen, C.-T. A. Chen, and Q. Cui, “Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters,” Remote Sens. Environ. 133, 225–239 (2013).
[Crossref]

L. Feng, C. Hu, X. Chen, and Q. Song, “Influence of the Three Gorges Dam on total suspended matters in the Yangtze Estuary and its adjacent coastal waters: Observations from MODIS,” Remote Sens. Environ. 140, 779–788 (2014).
[Crossref]

K. Shi, Y. Zhang, G. Zhu, X. Liu, Y. Zhou, H. Xu, B. Qin, G. Liu, and Y. Li, “Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data,” Remote Sens. Environ. 164, 43–56 (2015).
[Crossref]

M. Ondrusek, E. Stengel, C. S. Kinkade, R. L. Vogel, P. Keegstra, C. Hunter, and C. Kim, “The development of a new optical total suspended matter algorithm for the Chesapeake Bay,” Remote Sens. Environ. 119, 243–254 (2012).
[Crossref]

S. W. Bailey and P. J. Werdell, “A multi-sensor approach for the on-orbit validation of ocean color satellite data products,” Remote Sens. Environ. 102(1-2), 12–23 (2006).
[Crossref]

M. Wang, S. Son, and W. Shi, “Evaluation of MODIS SWIR and NIR-SWIR atmospheric correction algorithms using SeaBASS data,” Remote Sens. Environ. 113(3), 635–644 (2009).
[Crossref]

B. Nechad, K. G. Ruddick, and Y. Park, “Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters,” Remote Sens. Environ. 114(4), 854–866 (2010).
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Sci. Rep. (2)

K. Shi, Y. Zhang, Y. Zhou, X. Liu, G. Zhu, B. Qin, and G. Gao, “Long-term MODIS observations of cyanobacterial dynamics in Lake Taihu: Responses to nutrient enrichment and meteorological factors,” Sci. Rep. 7, 40326 (2017).
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Z. Y. Wu, Y. Saito, D. N. Zhao, J. Q. Zhou, Z. Y. Cao, S. J. Li, J. H. Shang, and Y. Y. Liang, “Impact of human activities on subaqueous topographic change in Lingding Bay of the Pearl River estuary, China, during 1955-2013,” Sci. Rep. 6(1), 37742 (2016).
[Crossref] [PubMed]

Other (4)

Q. Xing, M. Lou, D. Yu, R. Meng, P. Shi, F. Braga, L. Zaggia, and L. Tosi, “Features of turbid waters from Hyperspectral Imager for the Coastal Ocean (HICO): Preliminary results at the Yellow River Delta and the Bohai Sea,” in 2012 4th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) (2012), paper 1–4.
[Crossref]

D. Antoine, M. Chami, H. Claustre, F. D’Ortenzio, A. Morel, G. Bécu, B. Gentili, F. Louis, J. Ras, E. Roussier, A. J. Scott, D. Tailliez, S. B. Hooker, P. Guevel, J. F. Desté, C. Dempsey, and D. Adams, “BOUSSOLE: a joint CNRS-INSU, ESA, CNES and NASA Ocean Color Calibration And Validation Activity. NASA Technical memorandum N° 2006 - 214147,” (2006).

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Figures (9)

Fig. 1
Fig. 1 Map of the study area. Bathymetry data were obtained from GEBCO with a spatial resolution of 1 km. The red pentagons denote the location where an optical buoy was deployed between August 14 and 28 2007. The green triangle presents the station where meteorological and tide observations were made by the Hong Kong Observatory. The blue pluses indicate stations visited during the cruise on June 5 2012. The magenta circles show stations where concurrent apparent optical properties (AOP) and SPM measurements were made during the cruise carried out between October and November 2003. The blue and red lines display transects whose SPM profiles from satellite scenes are plotted below.
Fig. 2
Fig. 2 (a) Histogram and cumulative percentage for in situ measured SPM. (b) Remote sensing reflectance (Rrs) spectra for difference SPM concentrations. The y axis on the right side corresponds to Rrs spectra plotted with dashed lines. The y axis on the left side is for Rrs spectra plotted with solid lines. Two black dashed lines indicate the positions for 555 and 645 nm, respectively.
Fig. 3
Fig. 3 (a) Model development using the calibration data set. (b) Comparisons between in situ measured and model predicted SPM using the calibration and validation data sets. (c) Performance assessment of different SPM algorithms. Empirical models compared here include those proposed by Ye et al. (2014), Zhao et al. (2011), Sipelgas et al. (2006), Kuster et al. (2007). The black dashed lines in (b) and (c) denote the 1:1 relationship.
Fig. 4
Fig. 4 (a) Time series of buoy-derived hourly SPM (black solid point) and tide height (red line) between August 14 and 28 2007. (b)-(d) show the daily mean rainfall and wind velocity and direction during the observation period. The meteorological and tide data were acquired from the Waglan Island station operated by the Hong Kong Observatory. All dates start from 00 h Beijing Time.
Fig. 5
Fig. 5 SPM maps observed by HICO (a) and MODIS/Aqua (b) on November 29 2011. The algorithm proposed in this study was applied. The satellite overpass time was 2:10:50 GMT for HICO and 5:45:00 GMT for Aqua, respectively. The area outlined with a purple box in (a) is enlarged in (c) Two transects in black and green colors are annotated whose Rrs spectra are shown in (d).
Fig. 6
Fig. 6 Satellite-derived SPM on November 29 2011 along the red (a) and blue (b) transects shown in Fig. 1. The green and magenta lines indicate SPM from the HICO and Aqua scenes, respectively. The shaded colors demonstrate the standard deviations for the 3x3 window where data points were extracted.
Fig. 7
Fig. 7 HICO-derived SPM maps for September 12 2012 (a), November 10 2012 (b), June 21 2013 (c), and June 29 2013 (d). The locations of Jimingmen, Modaomen, Hongqimen, Hengmen, and Shenzhen Bay are annotated.
Fig. 8
Fig. 8 Comparisons between HICO and MODIS/Aqua measured Rrs at 555 and 645 nm on November 29 2011. The MUMM atmospheric correction approach was used for the HICO imagery and the SWIR method was used for the MODIS/Aqua imagery. The best fitted linear regression results, R2, and the number of data samples are annotated. The red lines show the best fitted correlations and the dashed black lines denote the 1:1 relationship.
Fig. 9
Fig. 9 Correlations between daily mean SPM and meteorological and hydrodynamic parameters including daily wind speed (black) and direction (red), accumulated rainfall (green), tide height (blue), and TRMM rainfall rate (pink). All ancillary data except TRMM rainfall rate were acquired from the Waglan Island station. The TRMM rainfall rate was averaged over the area defined by 112°-115° N and 21.8°-24° E. The daily mean SPM was calculated by averaging buoy-derived hourly SPM based on our proposed algorithm. Panels (a) and (b) illustrate the relationships with SPM leading by 0 and 1 day, respectively. The R2s from linear regressions between SPM and different parameters are also annotated with the corresponding colors.

Tables (3)

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Table 1 Statistics for the proposed algorithm using the calibration and validation data sets

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Table 2 Performance of different empirical algorithms developed for different waters around the world. The whole data set was used.

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Table 3 R2s from linear regression between daily SPM and several meteorological parameters including wind speed and direction, accumulated rainfall at the Waglan Island station, tide height, and TRMM-derived rainfall rate. Negative values indicate negative correlations.

Equations (9)

Equations on this page are rendered with MathJax. Learn more.

R rs ( 645 )=0.889* R rs ( 620 )+0.000001 ( R 2 =1 ).
K u = ln L u (0.32)ln L u (2.3) 1.98 ,
L u ( 0 )= L u (z)exp( K u Z),
L w = 1ρ n 2 L u ( 0 ),
L w =( L water ρ L sky ) F L ,
E s = π L p R p F L .
MAPE= 1 N i=1 N | y pi y mi y mi | ×100% ,
RMSD= i=1 N ( y pi y mi ) 2 N .
SPM= 3.8482 11.0448×( R rs (555) R rs (645)+ R rs (555)/ R rs (645)) .

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