Neural Network for retrieval of concentrations of water constituents with the possibility of detecting exceptional out of scope spectra

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue , 2000, Pages 714-717

  Doerffer, Roland ^a   Schiller, Helmut ^a  

^a INSTITUTE OF MATERIALS RESEARCH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

MONTE CARLO RADIATIVE TRANSFER CODE;

COMPUTATIONAL GEOMETRY; IMAGE ANALYSIS; IMAGE QUALITY; LEARNING SYSTEMS; MATHEMATICAL MODELS; MONTE CARLO METHODS; NEURAL NETWORKS;

REMOTE SENSING;

EID: 0034541875     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. "Neurocomputation in Remote Sensing Data Analysis", Proceedings of Concerted Action COMPARES, Springer, 1997.
2. Schiller, H. and Doerffer, R. 1994. Neuronal Network for Simulation of an Inverse Model, Talk given at the Bio-optics meeting of the SeaWiFS Science Team at Washinton, May, 10.-12., 1994.
3. V. M. Krasnopolsky, L. C. Breaker and W. H. Gemmill, 1995, "A neural network as a nonlinear transfer function model for retrieving surface wind speeds from the special microwave sensor", JGR, V. 100, NO. C6, 11033-11045.
4. Abdelgadir A. Buelgasim, Surachita Gopal and Alan H. Strahler, 1998, "Forward and inverse modelling of canopy directional reflectance using a neural network", IJRS, Vol. 19, NO 3, 453-471.
5. Kealy, P., Delwart, S., 1999, "The MERIS Ground Segment", IJRS, vol. 20, No 9, 1703-1712.
6. H. Schiller and Roland Doerffer, 1999, "Neural Network for Emulation of an Inverse Model - Operational Derivation of Case II Water Properties from MERIS data"', IJRS, vol. 20, No 9,1735-1746.
7. Algorithm Theoretical Basis Document (ATBD 2.12): Pigment index, sediment and gelbstoff retrieval from directional water leaving radiance reflectances using inverse modelling technique; Doerffer, R., Schiller, H.; ESA Doc. No. PO-TN-MEL-GS-0005, pp. 12-1 - 12-60; 1998: http://envisat.estec.esa.nl/ instruments/meris/dataapp/level2.html
8. "Reference Model for the MERIS Level 2 Processing", Doc. No. PO-TN-MEL-GS-0026
9. "COASTZOOC Final Report", unpublished.
10. "A simple reflectance error model above Case 2 waters", 1999, private communication by Francois Montagner, ACRI S.A