Biomass retrieval from high-dimensional active/passive remote sensing data by using artificial neural networks

International Journal of Remote Sensing

Volumn 18, Issue 4, 1997, Pages 971-979

  Jin, Y Q ^a   Liu, C ^a  

^a FUDAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMASS; ITERATIVE METHODS; MICROWAVE MEASUREMENT; REMOTE SENSING;

BIOMASS PARAMETERS; GROUND TRUTH DATA;

NEURAL NETWORKS;

ACTIVE REMOTE SENSING; BIOMASS; GROUND TRUTH; IMAGE ANALYSIS; NEURAL NETWORK; PASSIVE REMOTE SENSING; REMOTE SENSING;

EID: 0031106095     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/014311697218863     Document Type: Article

References (8)

1. Ishimaru, A 1978, Wave Propagation and Scattering in Random Media, Vols 1 and 2 (New York: Academic Press).
2. Jin, Y.-Q., 1994, Electromagnetic Scattering Modelling for Quantitative Remote Sensing (Singapore: World Scientific).
3. Maetzler, C 1992, Passive Microwave Signature Catalog (1989-1992) (Berne: University of Berne).
4. Rogers, S. K., and Kabrisky, M., 1991, An Introduction to Biological and Artificial Neural Networks for Pattern Recognition (Washington: SPIE Optical Engineering Press).
5. Smith, J. A., 1993, LAI inversion using a back-propagation neural network trained with a multiple scattering model. I.E.E.E. Transactions on Geoscience and Remote Sensing, 31, 1102-1106.
6. Tsang, L., Chen, Z., Oh, S., Marks, R. J. II, and Chang, A. T. C., 1992. Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model. I.E.E.E. Transactions on Geoscience and Remote Sensing, 30, 1015-1024.
7. Wegmullera, U., and Maetzler, C., 1993, Active and Passive Microwave Signature Catalog (2-12 GHz) (Berne: University of Berne).
8. Yoshitomi, K., Ishimaru, A., Hwang, J. N., and Chen, J. S., 1993, Surface roughness determination using spectral correlations of scattered intensities and an artificial neural network technique. I.E.E.E. Transactions on Antenna and Propagation, 41, 498-502.