Abstract
For many coastal waters, total suspended matter (TSM) plays a major role in key biological, chemical and geological processes. Effective mapping and monitoring technologies for TSM are therefore needed to support research investigations and environmental assessment and management efforts. Although several investigators have demonstrated that TSM or suspended sediments can be successfully mapped using MODIS 250 m data for relatively large water bodies, MODIS 250 m data is of more limited use for smaller estuaries and bays or aquatic systems with complex shoreline geometry. To adequately examine TSM in the Albemarle-Pamlico Estuarine System (APES) of North Carolina, the large-scale synoptic view of MODIS and the higher spatial resolution of other sensors are required. MODIS, Landsat 7 ETM+ and FORMOSAT-2 remote sensing instrument (RSI) data were collected on 8 November, 24 November and 10 December, 2010. Using TSM images (mg/L) derived from MODIS 250 m band 1 (620–670 nm) data, Landsat 7 ETM+ 30 m band 3 (630–690 nm) and FORMOSAT-2 RSI 8 m band 3 (630−690 nm) atmospherically corrected images were calibrated to TSM for select areas of the APES. There was a significant linear relationship between both Landsat 7 ETM+ (r2 = 0.87, n = 599, P < 0.001) and FORMOSAT-2 RSI (r2 = 0.95, n = 583, P < 0.001) reflectance images and MODIS-derived TSM concentrations, thus providing consistent estimates of TSM at 250, 30 and 8 m pixel resolutions. This multi-sensor approach will support a broad range of investigations on the water quality of the APES and help guide sampling schemes of future field campaigns.
Highlights
Most shallow coastal waters, especially estuaries and bays, contain moderate-to-high concentrations of suspended particles derived from freshwater inflow, horizontal advection from adjacent environments or the resuspension of local bottom sediments
Given the paucity of historical field data for the Albemarle-Pamlico Estuarine System (APES) and major cost associated with field campaigns, the study presented here was an effort to assess whether MODIS-derived Total suspended matter (TSM) images could be used as a base image in which to develop TSM algorithms for two additional sensors that provide images at different spatial resolutions
FORMOSAT-2 remote sensing instrument (RSI) band 3 images were converted to top-of-atmosphere radiance (W/m2/sr/ m) in ENVI v4.7 with the gain and offset tool using calibration values for each band provided in an accompanying metadata file
Summary
Miller 1,2,*, Cheng-Chien Liu 3, Christopher J. Global Earth Observation and Data Analysis Center, Department of Earth Sciences, National Cheng. National Space Organization, 8F, 9 Prosperity 1st Road, Science Based Industrial Park, Hsinchu
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