메뉴 건너뛰기




Volumn 35, Issue 1, 1997, Pages 160-171

Development of a neural network based algorithm for rainfall estimation from radar observations

Author keywords

Multiparameter radar; Neural networks; Radar rainfall estimation

Indexed keywords

ALGORITHMS; ESTIMATION; METEOROLOGICAL RADAR; PRECIPITATION (CHEMICAL); PROBABILITY DENSITY FUNCTION; RADAR MEASUREMENT; RAIN; RAIN GAGES; THREE DIMENSIONAL;

EID: 0030784223     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.551944     Document Type: Article
Times cited : (99)

References (16)
  • 2
    • 0016892706 scopus 로고
    • "Potential use of radar differential reflectivity measurements at orthogonal polarizations for measuring precipitation,"
    • T. A. Seliga and V. N. Bringi, "Potential use of radar differential reflectivity measurements at orthogonal polarizations for measuring precipitation," J. Appl. Meteor., vol. 15, pp. 69-76, 1976.
    • (1976) J. Appl. Meteor. , vol.15 , pp. 69-76
    • Seliga, T.A.1    Bringi, V.N.2
  • 3
    • 0017950004 scopus 로고
    • "Differential reflectivity and differential phase shift: Application in radar meteorology,"
    • "Differential reflectivity and differential phase shift: Application in radar meteorology," Radio Sci., vol. 13, pp. 271-275, 1978.
    • (1978) Radio Sci. , vol.13 , pp. 271-275
  • 4
    • 33747988327 scopus 로고
    • "Rain rate estimates from differential polarization measurements,"
    • M. Sachidananda and D. S. Zrnic, "Rain rate estimates from differential polarization measurements," J. Attnos. Oceanic Technol., vol. 4, pp. 588-598, 1987.
    • (1987) J. Attnos. Oceanic Technol. , vol.4 , pp. 588-598
    • Sachidananda, M.1    Zrnic, D.S.2
  • 5
    • 0025456069 scopus 로고
    • "Polarimetric radar measurements of rainfall compared with ground-based rain gauges during MAYPOLE'84,"
    • K. Aydin, Y. M. Lure, and T. A. Seliga, "Polarimetric radar measurements of rainfall compared with ground-based rain gauges during MAYPOLE'84," IEEE Trans. Geosci. Remote Sensing, vol. 28, pp. 443-449, 1990.
    • (1990) IEEE Trans. Geosci. Remote Sensing , vol.28 , pp. 443-449
    • Aydin, K.1    Lure, Y.M.2    Seliga, T.A.3
  • 6
    • 0029413982 scopus 로고
    • "Radar and measurement of rainfall during CaPE: 26 July 1991 case study,"
    • E. Gorgucci, V. Chandrasekar, and G. Scarchilli, "Radar and measurement of rainfall during CaPE: 26 July 1991 case study," J. Appl. Meteor., vol. 34, pp. 1570-1577, 1995.
    • (1995) J. Appl. Meteor. , vol.34 , pp. 1570-1577
    • Gorgucci, E.1    Chandrasekar, V.2    Scarchilli, G.3
  • 8
    • 0024866495 scopus 로고
    • "On the approximate realization of continuous mappings by neural networks,"
    • K. Funahashi, "On the approximate realization of continuous mappings by neural networks," Neural Networks, vol. 2, pp. 183-192, 1989.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 9
    • 0024880831 scopus 로고
    • "Multilayer feedforward network are universal approximators,"
    • K. Hornik, M. Stinchcombe, and H. White, "Multilayer feedforward network are universal approximators," Neural Networks, vol. 2, pp. 359-366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 10
    • 0023331258 scopus 로고
    • "An introduction to computing with neural nets,"
    • R. A. Lippman, "An introduction to computing with neural nets," IEEE ASSP Mag., vol. 4, pp. 4-22, 1987.
    • (1987) IEEE ASSP Mag. , vol.4 , pp. 4-22
    • Lippman, R.A.1
  • 14
    • 0026820187 scopus 로고    scopus 로고
    • "Fast learning process of multilayer neural networks using recursive least squares method,"
    • M. R. Azimi-Sadjadi and R. Liou, "Fast learning process of multilayer neural networks using recursive least squares method," IEEE Trans. Signal Proc.. vol. 40, pp. 446-450, Feb. 1992.
    • IEEE Trans. Signal Proc.. , vol.40 , pp. 446-450
    • Azimi-Sadjadi, M.R.1    Liou, R.2
  • 15
    • 0025558059 scopus 로고
    • "Training the feed-forward networks with the extended Kaiman filter," in
    • S. Shah and Palmieri, "Training the feed-forward networks with the extended Kaiman filter," in Proc. Int. Joint Conf. Neural Network, San Diego, CA, 1990, vol. 3, pp. 41-46.
    • (1990) Proc. Int. Joint Conf. Neural Network, San Diego, CA , vol.3 , pp. 41-46
    • Shah, S.1    Palmieri2
  • 16
    • 0001256212 scopus 로고
    • "The distribution of raindrops with size,"
    • J. S. Marshall and W. M. Palmer, "The distribution of raindrops with size," J. Meteor., vol. 10, pp. 25-29, 1948.
    • (1948) J. Meteor. , vol.10 , pp. 25-29
    • Marshall, J.S.1    Palmer, W.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.