Title :
Calibration, parameterization and application of MERIS water constituent algorithms for perialpine lakes
Author :
Odermatt, Daniel ; Kiselev, Viacheslav ; Heege, Thomas ; Giardino, Claudia ; Bresciani, Mariano ; Kneubühler, Mathias ; Nieke, Jens ; Itten, Klaus
Author_Institution :
Remote Sensing Labs. (RSL), Zurich, Switzerland
Abstract :
The applicability of MERIS data for the retrieval of water constituent concentrations in oligo- to mesotrophic perialpine lakes is demonstrated by means of two different algorithms. The C2R algorithm is an easily applicable neural network processor which is bound to MERIS data. The MIP algorithm is a complex, coupled inversion program, which can be used with a variety of remote sensing sensors, but requires extensive parameterization. Both algorithms were applied with the ICOL adjacency effect correction. C2R´s potential for automatic processing of large data quantities is validated in a time series study with water quality monitoring data. Individual C2R image products are then compared to MIP, which will allow for an extended comparison with new APEX imaging spectrometry data in the near future.
Keywords :
calibration; hydrological techniques; lakes; remote sensing; water quality; water resources; APEX imaging spectrometry; C2R algorithm; ICOL adjacency effect correction; MERIS water constituent algorithms; MIP algorithm; calibration; coupled inversion program; neural network processor; parameterization; perialpine lakes; remote sensing; water constituent concentrations; water quality monitoring; Calibration; Laboratories; Lakes; Neural networks; Optical scattering; Optical sensors; Rayleigh scattering; Remote monitoring; Remote sensing; Water; Water constituents; case 2; chlorophyll; inland water;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5418281