Application of the Neural Networks to Meteorological Signal Processing

Project of CNPq/UnB/INPE (proc. 521442/97-4): "Meteorological Satellite Image Understanding: Application of Neural Networks, Wavelet Transform and Case-Based Reasoning to Image Analysis", 1998-2000.

Weigang, L., C.  J. Coelho, M.  C. Valverde Ramirez, and N. J. Ferreira, "Image Case Pre-Processing by Multilevel Wavelet Decomposition", KDEX98, 1998 IEEE Knowledge and Data Engineering Exchange Workshop & ICTAI98, 10th IEEE International Conference on Tools with Artificial Intelligence” , Taipei, Taiwan, 9-11, 1998.

    Weigang, L., M.  C. Valverde Ramirez, and N. J. Ferreira, "Rainfall Estimation from Meteorological Satellite and Radar Data Using Multiresolution Wavelet Transform and Neural Networks", 7th ICCTA, International Congress for Computer Technology in Agriculture, Florence, Italy, Nov. 16-17, 1998.

    Weigang, L.; SZU, H. H.; MARAR, J. F.; SÁ, L. D. A. and CARVALHO FILHO, E. C. B.; "Performance Comparison among Non-paramatric Probability Density Estimator, Radial Basis Function and Adaptive Wavelet Transform Neural Networks". Proc. SPIE's Aerospace/Defense Sensing and Controls Symposium: Wavelet Applications IV , Harold Szu Editor, vol. 3078, p. 128-138, 1997.

    SZU, H. H.; Hsu, C.; SÁ, L. D. A. and Weigang, L.; "Hermitian Hat Wavelet Design for Sigularity-Detection in the PARAGUAY River Level Data Analyses". Proc. SPIE's Aerospace/Defense Sensing and Controls Symposium: Wavelet Applications IV , Harold Szu Editor, vol. 3078, p. 96-127, 1997.

   Marar, J. F.; Carvalho FILHO, E. C. B.; Weigang, L.; and SÁ, L. D. A. "Active function study for Wavelet Networks", in Proc. SPIE's Aerospace/Defense Sensing and Controls Symposium: Applications and Science of Artificial Neural Networks IV , Steven K. Rogers Editor, vol. 3077, p. 690-697, 1997.

   Weigang, L.; SÁ, L. D. A.; PRASAD, G.S.S.D.; NOWOSAD, A. G; BOLZAN, M., J., A.; Chiang, E. S. M.; "Neural Networks Adaptative Wavelets for Prediction of the Northeastern Brazil Monthly Rainfall Anomalies Time Series", in Applications and Science of Artificial Neural Networks II, Steven K. Rogers, Dennis W. Ruck, Editors, Proc. SPIE 2760, pp. 175-187, 1996.

  Weigang, L.; Alves, C. J. P. and Omar, N.,  “Knowledge‑Based System for Air Traffic Flow Management: Timetable Rescheduling and Centralized Flow control”, Applications of Artificial Intelligence in Engineering VIII, Vol. 2: Applications and Techniques, G. Rzevski, J. Pastor, and R. A. Adey, Editors, Computational Mechanics Publications & Elsevier Applied Science,  pp.655-670, 1993.

  Qian, Q. H. and Weigang, L. A conception of dynamic model for benefit analysis of urban underground space. Proceeding of the third international conference on underground space, pp. 694-698, 1988.  

3. Partner:

Dr. Leonardo Sá, INPE, Brazil

University of Brasilia - UnB
Department of Computer Science - CIC
Caixa Postal 4466
70919-970 Brasilia - DF
Brazil 
Tel: (061) 307.2702 - 215; Fax: (061) 273.3589

E-mail: weigang@cic.unb.br

Initial publication : 09-15-95; Last updated: 02-25-2001.