메뉴 건너뛰기




Volumn 30, Issue 5, 1992, Pages 1015-1024

Inversion of snow parameters from passive microwave remote sensing measurements by a neural network trained with a multiple scattering model

Author keywords

[No Author keywords available]

Indexed keywords

INVERSE PROBLEMS; MICROWAVE MEASUREMENT; NEURAL NETWORKS; RADIOMETRY; REMOTE SENSING;

EID: 0026917604     PISSN: 01962892     EISSN: 15580644     Source Type: Journal    
DOI: 10.1109/36.175336     Document Type: Article
Times cited : (81)

References (28)
  • 1
    • 84890326874 scopus 로고
    • A technique for the numerical solution of certain integral equations of the first kind
    • D. L. Phillips, “A technique for the numerical solution of certain integral equations of the first kind,” J. Assoc. Comput. Mach., vol. 9, pp. 84–97, 1962.
    • (1962) J. Assoc. Comput. Mach. , vol.9 , pp. 84-97
    • Phillips, D.L.1
  • 3
    • 0000786913 scopus 로고
    • Uniqueness in the inversion of inaccurate gross Earth data
    • G. Backus and F. Gilbert, “Uniqueness in the inversion of inaccurate gross Earth data,” Phil. Trans. R. Soc. London Ser. A266, pp. 123–192, 1970.
    • (1970) Phil. Trans. R. Soc. London Ser , vol.A266 , pp. 123-192
    • Backus, G.1    Gilbert, F.2
  • 4
    • 0015638517 scopus 로고
    • Application of Backus-Gilbert inversion technique in determination of aerosol size distributions from optical measurements
    • E. R. Westwater and A. Cohen, “Application of Backus-Gilbert inversion technique in determination of aerosol size distributions from optical measurements,” Appl. Opt., vol. 12, pp. 1340–1348, 1973.
    • (1973) Appl. Opt. , vol.12 , pp. 1340-1348
    • Westwater, E.R.1    Cohen, A.2
  • 5
    • 84975585809 scopus 로고
    • Particle size distribution determination using optical sensing and neural networks
    • A. Ishimaru, R. J. Marks II, L. Tsang, C. M. Lam, and D. C. Park, “Particle size distribution determination using optical sensing and neural networks,” Opt. Lett., vol. 15, no. 21, pp. 1221–1223, 1990.
    • (1990) Opt. Lett. , vol.15 , Issue.21 , pp. 1221-1223
    • Ishimaru, A.1    Marks, R.J.2    Tsang, L.3    Lam, C.M.4    Park, D.C.5
  • 8
    • 0023331258 scopus 로고
    • Introduction to computing with neural nets
    • Apr
    • R. P. Lippmann, “Introduction to computing with neural nets,” IEEE ASSP., vol. 4, no. 2, pp. 4–22, Apr. 1987.
    • (1987) IEEE ASSP. , vol.4 , Issue.2 , pp. 4-22
    • Lippmann, R.P.1
  • 10
    • 0025263405 scopus 로고
    • Dense medium radiative transfer theory: comparison with experiment and application to microwave remote sensing and polarimetry
    • B. Wen, L. Tsang, D. P. Winebrenner, and A. Ishimaru, “Dense medium radiative transfer theory: comparison with experiment and application to microwave remote sensing and polarimetry,” IEEE Trans. Geosci. Remote Sensing, vol. 28, pp. 46–59, 1990.
    • (1990) IEEE Trans. Geosci. Remote Sensing , vol.28 , pp. 46-59
    • Wen, B.1    Tsang, L.2    Winebrenner, D.P.3    Ishimaru, A.4
  • 11
    • 0007670695 scopus 로고
    • Passive remote sensing of dense nontenuous media
    • L. Tsang, “Passive remote sensing of dense nontenuous media,” J. Electromagnetic Waves and Applications, vol. 1, no. 2, pp. 159–173, 1987.
    • (1987) J. Electromagnetic Waves and Applications , vol.1 , Issue.2 , pp. 159-173
    • Tsang, L.1
  • 12
    • 0347330395 scopus 로고
    • Microwave brightness of polar firn as measured by Nimbus 5 and 6 ESMR
    • A. T. C. Chang, B. J. Choudhury, and P. Gloersen, “Microwave brightness of polar firn as measured by Nimbus 5 and 6 ESMR,” J. Glaciology, vol 25, no. 91, 1980.
    • (1980) J. Glaciology , vol.25 , Issue.91
    • Chang, A.T.C.1    Choudhury, B.J.2    Gloersen, P.3
  • 13
    • 0001067702 scopus 로고
    • Ornstein-Zernike relation for a disordered fluid
    • R. J. Baxter, “Ornstein-Zernike relation for a disordered fluid,” Australian J. of Physics, vol. 21, pp. 563–569, 1968.
    • (1968) Australian J. of Physics , vol.21 , pp. 563-569
    • Baxter, R.J.1
  • 14
    • 0037548528 scopus 로고
    • Ornstein-Zernike relation and Percus-Yevick approximation for fluid mixtures
    • R. J. Baxter, “Ornstein-Zernike relation and Percus-Yevick approximation for fluid mixtures,” J. of Chemical Physics, vol. 52, pp. 4559–4562, 1970.
    • (1970) J. of Chemical Physics , vol.52 , pp. 4559-4562
    • Baxter, R.J.1
  • 15
    • 0343355982 scopus 로고
    • Effective propagation constants in media with densely distributed dielectric particles of multiple sizes and permittivities
    • Ch. 3 of J. A. Kong, Ed. New York: Elsevier
    • K. H. Ding and L. Tsang, “Effective propagation constants in media with densely distributed dielectric particles of multiple sizes and permittivities,” Ch. 3 of Progress in Electromagnetic Research, vol. 1., J. A. Kong, Ed. New York: Elsevier, 1989, pp. 241–295.
    • (1989) Progress in Electromagnetic Research , vol.1 , pp. 241-295
    • Ding, K.H.1    Tsang, L.2
  • 16
    • 0001062246 scopus 로고
    • Dense media radiative transfer theory for dense discrete random media with spherical particles of multiple sizes and permittivities
    • Ch. 5 of, New York: Elsevier
    • L. Tsang, “Dense media radiative transfer theory for dense discrete random media with spherical particles of multiple sizes and permittivities,” Ch. 5 of Progress in Electromagnetic Research, vol. 6. New York: Elsevier, 1992.
    • (1992) Progress in Electromagnetic Research , vol.6
    • Tsang, L.1
  • 17
    • 0020194731 scopus 로고
    • Attenuation constant of coherent field in a dense distribution of particles
    • A. Ishimaru and Y. Kuga, “Attenuation constant of coherent field in a dense distribution of particles,” J. Opt. Soc. Amer., vol. 72, pp. 1317–1320, 1982.
    • (1982) J. Opt. Soc. Amer. , vol.72 , pp. 1317-1320
    • Ishimaru, A.1    Kuga, Y.2
  • 18
    • 0009048189 scopus 로고
    • Microwave propagation and scattering in a dense distribution of spherical particles: Experiment and Theory
    • C. Mandt, Y. Kuga, L. Tsang, and A. Ishimaru, “Microwave propagation and scattering in a dense distribution of spherical particles: Experiment and Theory,” Waves in Random Media, vol. 2, no. 3, pp. 225–234, 1992.
    • (1992) Waves in Random Media , vol.2 , Issue.3 , pp. 225-234
    • Mandt, C.1    Kuga, Y.2    Tsang, L.3    Ishimaru, A.4
  • 19
    • 84975561164 scopus 로고
    • Monte Carlo simulations of extinction rate of dense media with randomly distributed spheres based on solution of Maxwell's equations
    • L. Tsang, C. Mandt, and K. H. Ding, “Monte Carlo simulations of extinction rate of dense media with randomly distributed spheres based on solution of Maxwell's equations,” Optics Letters, vol. 17, no. 5, pp. 314–316, 1992.
    • (1992) Optics Letters , vol.17 , Issue.5 , pp. 314-316
    • Tsang, L.1    Mandt, C.2    Ding, K.H.3
  • 21
    • 0024611597 scopus 로고
    • Artificial neural-net based dynamic security assessment for electric power system
    • Feb
    • D. Sobajic and Y. Pao, “Artificial neural-net based dynamic security assessment for electric power system,” IEEE Trans, on Power Systems, Feb. 1989.
    • (1989) IEEE Trans, on Power Systems
    • Sobajic, D.1    Pao, Y.2
  • 23
    • 0024864980 scopus 로고
    • Application of neural-network computing in intelligent alarm
    • May
    • E. H. Chan, “Application of neural-network computing in intelligent alarm Proc. of PICA, pp. 246–251, May 1989.
    • (1989) Proc. of PICA , pp. 246-251
    • Chan, E.H.1
  • 26
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate
    • R. A. Jacobs, “Increased rates of convergence through learning rate Neural Network, vol. 1, pp. 295–307, 1988.
    • (1988) Neural Network , vol.1 , pp. 295-307
    • Jacobs, R.A.1
  • 27
    • 0025951675 scopus 로고
    • The layered character of snow covers
    • Feb
    • S. C. Colbeck, “The layered character of snow covers,” Reviews of Geophysics, vol. 29, no. 1. pp. 81–96, Feb. 1991.
    • (1991) Reviews of Geophysics , vol.29 , Issue.1 , pp. 81-96
    • Colbeck, S.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.