메뉴 건너뛰기




Volumn 7, Issue , 2006, Pages 97-103

Artificial neural-network technique for precipitation nowcasting from satellite imagery

Author keywords

[No Author keywords available]

Indexed keywords

METEOROLOGY; NOWCASTING; PRECIPITATION (CLIMATOLOGY); RAINFALL; SATELLITE IMAGERY;

EID: 33646380617     PISSN: 16807340     EISSN: 16807359     Source Type: Journal    
DOI: 10.5194/adgeo-7-97-2006     Document Type: Article
Times cited : (39)

References (18)
  • 1
    • 0034465949 scopus 로고    scopus 로고
    • Rainfall estimation from a combination of TRMM precipitation radar and GOES multispectral satellite imagery through the use of an artificial neural network
    • Bellerby, T., Todd, M., Kniveton, D., and Kidd, C.: Rainfall Estimation from a Combination of TRMM Precipitation Radar and GOES Multispectral Satellite Imagery through the Use of an Artificial Neural Network, J. Appl. Meteor., 39, 2115-2128, 2000.
    • (2000) J. Appl. Meteor. , vol.39 , pp. 2115-2128
    • Bellerby, T.1    Todd, M.2    Kniveton, D.3    Kidd, C.4
  • 2
    • 33646339319 scopus 로고    scopus 로고
    • Validation of improved TAMANN neural network for operational satellite-derived rainfall estimation in Africa
    • accepted
    • Coppola, E., Grimes, D. I. F., Verdecchia, M., Visconti, G.: Validation of improved TAMANN neural network for operational satellite-derived rainfall estimation in Africa, J. Appl. Meteor., accepted, 2005.
    • (2005) J. Appl. Meteor.
    • Coppola, E.1    Grimes, D.I.F.2    Verdecchia, M.3    Visconti, G.4
  • 3
    • 0038272070 scopus 로고    scopus 로고
    • Pyramidal rain field decomposition using radial basis function neural networks for tracking and forecasting purposes
    • Dell'Acqua, F. and Gamba, P.: Pyramidal Rain Field Decomposition Using Radial Basis Function Neural Networks for Tracking and Forecasting Purposes, IEEE Trans. Geosci. Remote Sens., 41, 4, pp. 853, 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.4 , pp. 853
    • Dell'Acqua, F.1    Gamba, P.2
  • 4
    • 0031399677 scopus 로고    scopus 로고
    • SSM/I derived global rainfall estimates for climatological applications
    • Ferraro R. R.: SSM/I derived global rainfall estimates for climatological applications, J. Geophys. Res., 102, 16715-16735, 1997.
    • (1997) J. Geophys. Res. , vol.102 , pp. 16715-16735
    • Ferraro, R.R.1
  • 5
    • 0842334546 scopus 로고    scopus 로고
    • A neural network approach to real time rainfall estimation for Africa using satellite data
    • Grimes, D. I. F., Coppola, E., Verdecchia, M., and Visconti, G.: A neural network approach to real time rainfall estimation for Africa using satellite data, J. Hydrometeor., 6, 4, 1119-1133, 2003.
    • (2003) J. Hydrometeor. , vol.6 , Issue.4 , pp. 1119-1133
    • Grimes, D.I.F.1    Coppola, E.2    Verdecchia, M.3    Visconti, G.4
  • 6
  • 7
    • 0031399333 scopus 로고    scopus 로고
    • Precipitation estimation from remotely sensed information using artificial neural networks
    • Hsu, K. L., Gao, X., Sorooshian, S., and Gupta, H. V.: Precipitation estimation from remotely sensed information using artificial neural networks, J. Appl. Meteor., 36, 1176-1190, 1997.
    • (1997) J. Appl. Meteor. , vol.36 , pp. 1176-1190
    • Hsu, K.L.1    Gao, X.2    Sorooshian, S.3    Gupta, H.V.4
  • 8
    • 0002944466 scopus 로고
    • A method for combining passive microwave and infrared rainfall observations
    • Kummerow, C. and Giglio, L.: A method for combining passive microwave and infrared rainfall observations, J. Atmos. Oceanic Tecnol., 12, 33-45, 1995.
    • (1995) J. Atmos. Oceanic Tecnol. , vol.12 , pp. 33-45
    • Kummerow, C.1    Giglio, L.2
  • 9
    • 0002914313 scopus 로고    scopus 로고
    • Investigating a SSM/I microwave algorithm to calibrate METEOSAT infrared instantaneous rain-rate estimates
    • Levizzani, V., Porcù, F., Marzano, F. S., Mugnai, A., Smith, E. A., and Prodi, F.: Investigating a SSM/I microwave algorithm to calibrate METEOSAT infrared instantaneous rain-rate estimates, Meteorol. Appl., 3, 5-17, 1996.
    • (1996) Meteorol. Appl. , vol.3 , pp. 5-17
    • Levizzani, V.1    Porcù, F.2    Marzano, F.S.3    Mugnai, A.4    Smith, E.A.5    Prodi, F.6
  • 10
    • 0035390445 scopus 로고    scopus 로고
    • Potential of combined spaceborne microwave and infrared ra diometry for near real-time rainfall attenuation monitoring along earth satellite
    • Marzano, F. S., Turk, J., Ciotti, P., Di Michele, S., and Pierdicca, N.: Potential of combined spaceborne microwave and infrared ra diometry for near real-time rainfall attenuation monitoring along earth satellite, Int. J. Satell. Commun., 19, 4, 385-412, 2001.
    • (2001) Int. J. Satell. Commun. , vol.19 , Issue.4 , pp. 385-412
    • Marzano, F.S.1    Turk, J.2    Ciotti, P.3    Di Michele, S.4    Pierdicca, N.5
  • 11
    • 2642585136 scopus 로고    scopus 로고
    • Precipitation retrieval from spaceborne microwave radiometers and combined sensors
    • edited by: Marzano, F. S. and Visconti, G., Kluwer Academic Publ., Dordrecht (NL)
    • Marzano, F. S., Mugnai, A., and Turk, J.: Precipitation retrieval from spaceborne microwave radiometers and combined sensors, in: Remote sensing of atmosphere and ocean from space, edited by: Marzano, F. S. and Visconti, G., Kluwer Academic Publ., Dordrecht (NL), pp. 107-126, 2002.
    • (2002) Remote Sensing of Atmosphere and Ocean from Space , pp. 107-126
    • Marzano, F.S.1    Mugnai, A.2    Turk, J.3
  • 12
    • 2642556252 scopus 로고    scopus 로고
    • Multivariate statistical integration of satellite infrared and microwave radiometric measurements for rainfall retrieval at the geostationary scale
    • Marzano, F. S., Palmacci, M., Cimini, D., Giuliani, G., and Turk, J. F.: Multivariate Statistical Integration of Satellite Infrared and Microwave Radiometric Measurements for Rainfall Retrieval at the Geostationary Scale, IEEE Trans. Geosci. Remote Sens., 42, 4, 1018-1032, 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.4 , pp. 1018-1032
    • Marzano, F.S.1    Palmacci, M.2    Cimini, D.3    Giuliani, G.4    Turk, J.F.5
  • 13
    • 33646355087 scopus 로고    scopus 로고
    • Satellite radiometric remote sensing of rainfall fields: Mult-isensor retrieval techniques at geostationary scale
    • Marzano, F. S., Cimini, D., Coppola, E., Verdecchia, M., Levizzani, V., Tapiador, F., and Turk, J. F.: Satellite radiometric remote sensing of rainfall fields: mult-isensor retrieval techniques at geostationary scale. Adv. Geosci., 2, 267-272, 2005.
    • (2005) Adv. Geosci. , vol.2 , pp. 267-272
    • Marzano, F.S.1    Cimini, D.2    Coppola, E.3    Verdecchia, M.4    Levizzani, V.5    Tapiador, F.6    Turk, J.F.7
  • 14
    • 0035923294 scopus 로고    scopus 로고
    • A combined microwave infrared rain rate algorithm
    • Miller, S. W., Arkin, P. A., and Joyce, R.: A combined microwave infrared rain rate algorithm, Int. J. Remote Sens., 22, 3285-3307, 2001.
    • (2001) Int. J. Remote Sens. , vol.22 , pp. 3285-3307
    • Miller, S.W.1    Arkin, P.A.2    Joyce, R.3
  • 15
    • 2342583344 scopus 로고    scopus 로고
    • A neural networks-based PMW-IR fusion technique to derive half hourly rainfall estimates at 0.1° resolution
    • Tapiador, F. J., Kidd, C., Levizzani, V., and Marzano, F. S.: A neural networks-based PMW-IR fusion technique to derive half hourly rainfall estimates at 0.1° resolution, J. Appl. Meteor., 43, 576-594, 2004a.
    • (2004) J. Appl. Meteor. , vol.43 , pp. 576-594
    • Tapiador, F.J.1    Kidd, C.2    Levizzani, V.3    Marzano, F.S.4
  • 17
    • 85168883669 scopus 로고    scopus 로고
    • Meteorological applications of precipitation estimation from combined SSM/I, TRMM, and geostationary satellite data
    • edited by: Pampaloni, P., VSP Int. Sci. Publisher, Utrecht (NL)
    • Turk, J. F., Rohaly, G., Hawkins, J., Smith, E. A., Marzano, F. S., Mugnai, A., and Levizzani, V.: Meteorological applications of precipitation estimation from combined SSM/I, TRMM, and geostationary satellite data, in: Microwave Radiometry and Remote Sensing of the Environment, edited by: Pampaloni, P., VSP Int. Sci. Publisher, Utrecht (NL), pp. 353-363, 2000.
    • (2000) Microwave Radiometry and Remote Sensing of the Environment , pp. 353-363
    • Turk, J.F.1    Rohaly, G.2    Hawkins, J.3    Smith, E.A.4    Marzano, F.S.5    Mugnai, A.6    Levizzani, V.7
  • 18
    • 0032458688 scopus 로고    scopus 로고
    • The operational GOES infrared rainfall estimation technique
    • Vicente, G. A., Scofield, R. A., and Menzel, W. P.: The operational GOES infrared rainfall estimation technique, Bull. Amer. Meteor. Soc., 79, 1883-1898, 1998.
    • (1998) Bull. Amer. Meteor. Soc. , vol.79 , pp. 1883-1898
    • Vicente, G.A.1    Scofield, R.A.2    Menzel, W.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.