Title :
Remote Sensing of Water Optical Property for China´s Inland Lake Taihu Using the SWIR Atmospheric Correction With 1640 and 2130 nm Bands
Author :
Menghua Wang ; SeungHyun Son ; Yunlin Zhang ; Wei Shi
Author_Institution :
Nat. Environ. Satellite, Data & Inf. Service, Center for Satellite Applic. & Res., NOAA, College Park, MD, USA
Abstract :
Using the shortwave infrared (SWIR) atmospheric correction algorithm with 1640 and 2130 nm bands, water optical property data for China´s inland freshwater Lake Taihu have been derived from measurements of the Moderate Resolution Imaging Spectroradiometer (MODIS) on the satellite Aqua. Using MODIS-Aqua measurements from 2002 to 2010, seasonal and spatial distributions of the normalized water-leaving radiance nLw(λ) spectra from visible to the near-infrared (NIR) and SWIR (1240 nm) are derived and used for study and characterization of Lake Taihu water optical properties. In particular, for the first time, spatial and seasonal variations of nLw(λ) at the SWIR 1240 nm (nLw(1240)) are derived for the lake and show some different features from those of the red and NIR nLw(λ) (nLw (645) and nLw (859)). Time series of monthly MODIS-derived nLw(λ) spectra for Lake Taihu are obtained and analyzed, showing important seasonal and interannual variations. The results indicate that the SWIR nLw (1240) contributions in the lake are mainly due to the presence of significant amounts of algae, while the red and NIR nLw(λ) variations result from changes of total suspended sediment (TSS) amounts in the water column. Furthermore, this study shows that all three SWIR bands at 1240, 1640, and 2130 nm are useful and required for satellite water quality remote sensing for extremely turbid near-shore and inland waters.
Keywords :
lakes; remote sensing; sediments; water quality; AD 2002 to 2010; Aqua satellite; China; Inland Lake Taihu; MODIS measurements; MODIS-Aqua measurements; MODIS-derived spectra; Moderate Resolution Imaging Spectroradiometer; SWIR atmospheric correction algorithm; extremely turbid inland water; extremely turbid near-shore water; inland freshwater; normalized water-leaving radiance distributions; remote sensing; satellite water quality remote sensing; total suspended sediment; water column; water optical property; wavelength 1240 nm; wavelength 1640 nm; wavelength 2130 nm; Adaptive optics; Atmospheric measurements; Infrared sensors; Lakes; MODIS; Optical sensors; Optical variables measurement; Atmospheric correction; lakes; remote sensing; water pollution; water quality;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2013.2243820