Estimation of total suspended matter concentration from MODIS data using a neural network model in the China eastern coastal zone

[1]  L. Prieur,et al.  Analysis of variations in ocean color1 , 1977 .

[2]  James W. Brown,et al.  A semianalytic radiance model of ocean color , 1988 .

[3]  B. J. Topliss,et al.  Algorithms for remote sensing of high concentration, inorganic suspended sediment , 1990 .

[4]  R. Stumpf,et al.  Remote estimation of the diffuse attenuation coefficient in a moderately turbid estuary , 1991 .

[5]  Menghua Wang,et al.  Retrieval of water-leaving radiance and aerosol optical thickness over the oceans with SeaWiFS: a preliminary algorithm. , 1994, Applied optics.

[6]  C. Mobley.  Light and Water: Radiative Transfer in Natural Waters , 1994 .

[7]  M. Kahru,et al.  Ocean Color Chlorophyll Algorithms for SEAWIFS , 1998 .

[8]  C. Mobley,et al.  Estimation of the remote-sensing reflectance from above-surface measurements. , 1999, Applied optics.

[9]  Jim Aiken,et al.  The atmospheric correction of water colour and the quantitative retrieval of suspended particulate matter in Case II waters: Application to MERIS , 1999 .

[10]  R. W. Austin,et al.  Ocean Optics Protocols for Satellite Ocean Color Sensor Validation , 2013 .

[11]  J. Picaut,et al.  The oceanic zone of convergence on the eastern edge of the Pacific warm pool: A synthesis of results and implications for El Niño‐Southern Oscillation and biogeochemical phenomena , 2001 .

[12]  J. Pulliainen,et al.  Application of an empirical neural network to surface water quality estimation in the Gulf of Finland using combined optical data and microwave data , 2002 .

[13]  R. Arnone,et al.  Deriving inherent optical properties from water color: a multiband quasi-analytical algorithm for optically deep waters. , 2002, Applied optics.

[14]  David Doxaran,et al.  A reflectance band ratio used to estimate suspended matter concentrations in sediment-dominated coastal waters , 2002 .

[15]  Stelvio Tassan,et al.  Variability of light absorption by aquatic particles in the near-infrared spectral region. , 2003, Applied optics.

[16]  Shenn-Yu Chao,et al.  A climatological description of circulation in and around the East China Sea , 2003 .

[17]  Stanford B. Hooker,et al.  An autonomous above-water system for the validation of ocean color radiance data , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[18]  C. Mobley,et al.  Optical modeling of ocean waters: Is the case 1 - case 2 classification still useful? , 2004 .

[19]  Richard L. Miller,et al.  Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters , 2004 .

[20]  C. Binding,et al.  Estimating suspended sediment concentrations from ocean colour measurements in moderately turbid waters; the impact of variable particle scattering properties , 2005 .

[21]  D. Rundquist,et al.  Characterizing the vertical diffuse attenuation coefficient for downwelling irradiance in coastal waters: Implications for water penetration by high resolution satellite data , 2005 .

[22]  J. Aiken,et al.  Semianalytical model for the derivation of ocean color inherent optical properties: description, implementation, and performance assessment. , 2006, Applied optics.

[23]  John Z. Shi,et al.  Temporal variations of fine suspended sediment concentration in the Changjiang River estuary and adjacent coastal waters, China , 2006 .

[24]  P. J. Werdell,et al.  A multi-sensor approach for the on-orbit validation of ocean color satellite data products , 2006 .

[25]  C. Binding,et al.  The optical properties of mineral suspended particles: A review and synthesis , 2006 .

[26]  Eurico J. D'Sa,et al.  Suspended particulate matter dynamics in coastal waters from ocean color: Application to the northern Gulf of Mexico , 2007 .

[27]  Kevin Ruddick,et al.  Validation of the 3D biogeochemical model MIRO&CO with field nutrient and phytoplankton data and MERIS-derived surface chlorophyll a images , 2007 .

[28]  F. Muller‐Karger,et al.  Remote sensing of particle backscattering in Chesapeake Bay: a 6-year SeaWiFS retrospective view , 2007 .

[29]  C. Binding,et al.  Satellite remote sensing of the geographical distribution of suspended particle size in an energetic shelf sea , 2007 .

[30]  Reinold Pasterkamp,et al.  Remotely sensed seasonality in the spatial distribution of sea-surface suspended particulate matter in the southern North Sea , 2008 .

[31]  S. Andréfouët,et al.  Optical Algorithms at Satellite Wavelengths for Total Suspended Matter in Tropical Coastal Waters , 2008, Sensors.

[32]  William G. Booty,et al.  Spectral absorption properties of dissolved and particulate matter in Lake Erie , 2008 .

[33]  David Doxaran,et al.  Dynamics of the turbidity maximum zone in a macrotidal estuary (the Gironde, France): Observations from field and MODIS satellite data , 2009 .

[34]  B. Nechad,et al.  Mapping total suspended matter from geostationary satellites: a feasibility study with SEVIRI in the Southern North Sea. , 2009, Optics express.

[35]  W. Nimmo-Smith,et al.  Light scattering by particles suspended in the sea: The role of particle size and density , 2009 .

[36]  B. Nechad,et al.  Calibration and validation of a generic multisensor algorithm for mapping of total suspended matter in turbid waters , 2010 .

[37]  Tingwei Cui,et al.  Validation of MERIS ocean-color products in the Bohai Sea: A case study for turbid coastal waters , 2010 .

[38]  Minwei Zhang,et al.  Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery , 2010 .

[39]  Ziauddin Ahmad,et al.  New aerosol models for the retrieval of aerosol optical thickness and normalized water-leaving radiances from the SeaWiFS and MODIS sensors over coastal regions and open oceans. , 2010, Applied optics.

[40]  Yansong Zhang,et al.  Characteristics and flux of settling particulate matter in neritic waters: The southern Yellow Sea and the East China Sea , 2010 .

[41]  E. Boss,et al.  Effects of particle aggregation and disaggregation on their inherent optical properties. , 2011, Optics express.

[42]  S. Silvestri,et al.  Remote sensing retrieval of suspended sediment concentration in shallow waters , 2011 .

[43]  W. Guan,et al.  Sediment transport in the Yellow Sea and East China Sea , 2011 .

[44]  M. Matthews.  A current review of empirical procedures of remote sensing in inland and near-coastal transitional waters , 2011 .

[45]  Elham Parvinnia,et al.  Overfit prevention in adaptive weighted distance nearest neighbor , 2011, WCIT.

[46]  Influences of Grid Resolution on Simulation Results of Ecological Dynamics Model in the Taihu Lake , 2011 .

[47]  Zhongping Lee,et al.  Characterization of MODIS-derived euphotic zone depth: Results for the China Sea , 2011 .

[48]  Ronald L. Vogel,et al.  The development of a new optical total suspended matter algorithm for the Chesapeake Bay , 2012 .

[49]  Cédric Jamet,et al.  Retrieval of the spectral diffuse attenuation coefficient Kd(λ) in open and coastal ocean waters using a neural network inversion , 2012 .

[50]  Delu Pan,et al.  A regional remote sensing algorithm for total suspended matter in the East China Sea , 2012 .

[51]  Vittorio E. Brando,et al.  Satellite data assimilation and estimation of a 3D coastal sediment transport model using error-subspace emulators , 2013, Environ. Model. Softw..

[52]  Jun Chen,et al.  A semi-analytical total suspended sediment retrieval model in turbid coastal waters: a case study in Changjiang River Estuary. , 2013, Optics express.

[53]  T. Cui,et al.  An operational model for filling the black strips of the MODIS 1640 band and application to atmospheric correction , 2013 .

[54]  C. Chen,et al.  Using geostationary satellite ocean color data to map the diurnal dynamics of suspended particulate matter in coastal waters , 2013 .

[55]  Deyong Sun,et al.  A semi-analytical approach for detecting suspended particulate composition in complex turbid inland waters (China) , 2013 .

[56]  I. Ioannou,et al.  Deriving ocean color products using neural networks , 2013 .

[57]  Jun Chen,et al.  An approach for estimating MODIS reflectance at top-of-atmosphere at 667 and 678 nm from reflectance at 645 nm in turbid waters , 2014, Environmental Earth Sciences.

[58]  Wei Li,et al.  Distributions of suspended sediment concentration in the Yellow Sea and the East China Sea based on field surveys during the four seasons of 2011 , 2013 .

[59]  Jun Chen,et al.  A Review of Some Important Technical Problems in Respect of Satellite Remote Sensing of Chlorophyll-a Concentration in Coastal Waters , 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[60]  T. Cui,et al.  Remote sensing of absorption and scattering coefficient using neural network model: Development, validation, and application , 2014 .

[61]  T. Cui,et al.  Remote sensing of diffuse attenuation coefficient using MODIS imagery of turbid coastal waters: A case study in Bohai Sea , 2014 .

[62]  T. Cui,et al.  A three-band semi-analytical model for deriving total suspended sediment concentration from HJ-1A/CCD data in turbid coastal waters , 2014 .

[63]  Tingwei Cui,et al.  Suspended sediment monitoring and assessment for Yellow River estuary from Landsat TM and ETM+ imagery , 2014 .