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Volumn 117, Issue 8, 2012, Pages

Sparse regularization for precipitation downscaling

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; INVERSE PROBLEMS; REMOTE SENSING;

EID: 84860308040     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2011JD017057     Document Type: Article
Times cited : (22)

References (38)
  • 1
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • DOI 10.1109/TSP.2006.881199
    • Aharon, M., M. Elad, & A. Bruckstein (2006), K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation, IEEE Trans. Signal Process., 54(11), 4311-4322. (Pubitemid 44637761)
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 2
    • 33747138602 scopus 로고    scopus 로고
    • Modulation of homogeneous space-time rainfall cascades to account for orographic influences
    • Badas, M. G., R. Deidda, & E. Piga (2006), Modulation of homogeneous space-time rainfall cascades to account for orographic influences, Nat. Hazards Earth Syst. Sci., 6, 427-437, doi:10.5194/nhess-6-427-2006. (Pubitemid 44222006)
    • (2006) Natural Hazards and Earth System Science , vol.6 , Issue.3 , pp. 427-437
    • Badas, M.G.1    Deidda, R.2    Piga, E.3
  • 4
    • 0000364765 scopus 로고
    • Robust modeling with erratic data
    • Claerbout, J. F., & F. Muir (1973), Robust modeling with erratic data, Geophysics, 38, 826-844.
    • (1973) Geophysics , vol.38 , pp. 826-844
    • Claerbout, J.F.1    Muir, F.2
  • 5
    • 0033836682 scopus 로고    scopus 로고
    • Rainfall downscaling in a space-time multifractal framework
    • doi:10.1029/2000WR900038
    • Deidda, R. (2000), Rainfall downscaling in a space-time multifractal framework, Water Resour. Res., 36(7), 1779-1784, doi:10.1029/2000WR900038
    • (2000) Water Resour. Res. , vol.36 , Issue.7 , pp. 1779-1784
    • Deidda, R.1
  • 6
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • Donoho, D. L. (1995), De-noising by soft-thresholding, IEEE Trans. Inf. Theory, 41(3), 613-627.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , Issue.3 , pp. 613-627
    • Donoho, D.L.1
  • 7
    • 0001616908 scopus 로고
    • Uncertainty principles and signal recovery
    • Donoho, D. L., & P. B. Stark (1989), Uncertainty principles and signal recovery, SIAM J. Appl. Math., 49, 906-931.
    • (1989) SIAM J. Appl. Math. , vol.49 , pp. 906-931
    • Donoho, D.L.1    Stark, P.B.2
  • 8
    • 79960918504 scopus 로고    scopus 로고
    • Statistics of precipitation reflectivity images and cascade of Gaussian scale mixtures in the wavelet domain: A formalism for reproducing extremes and coherent multiscale structures
    • doi:10.1029/2010JD015177
    • Ebtehaj, A. M., & E. Foufoula-Georgiou (2011a), Statistics of precipitation reflectivity images and cascade of Gaussian scale mixtures in the wavelet domain: A formalism for reproducing extremes and coherent multiscale structures, J. Geophys. Res., 116, D14110, doi:10.1029/2010JD015177.
    • (2011) J. Geophys. Res. , vol.116
    • Ebtehaj, A.M.1    Foufoula-Georgiou, E.2
  • 9
    • 81755180762 scopus 로고    scopus 로고
    • Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain
    • doi:10.1029/2011JD016219
    • Ebtehaj, A. M., & E. Foufoula-Georgiou (2011b), Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain, J. Geophys. Res., 116, D22110, doi:10.1029/2011JD016219.
    • (2011) J. Geophys. Res. , vol.116
    • Ebtehaj, A.M.1    Foufoula-Georgiou, E.2
  • 11
    • 84992738654 scopus 로고    scopus 로고
    • Method of optimal directions for frame design
    • Phoenix, Ariz
    • Engan, K., S. O. Aase, & J. H. Husøy (1999), Method of optimal directions for frame design, paper presented at ICASSP 99, IEEE, Phoenix, Ariz.
    • (1999) ICASSP 99, IEEE
    • Engan, K.1    Aase, S.O.2    Husøy, J.H.3
  • 12
    • 37849188832 scopus 로고    scopus 로고
    • Family of iterative LS-based dictionary learning algorithms, ILS-DLA, for sparse signal representation
    • DOI 10.1016/j.dsp.2006.02.002, PII S105120040600025X
    • Engan, K., K. Skretting, & J. H. Husøy (2007), A family of iterative LSbased dictionary learning algorithms, ILS-DLA, for sparse signal representation, Digital Signal Process., 17, 32-49. (Pubitemid 44828547)
    • (2007) Digital Signal Processing: A Review Journal , vol.17 , Issue.1 , pp. 32-49
    • Engan, K.1    Skretting, K.2    Husoy, J.H.3
  • 13
    • 1242322105 scopus 로고    scopus 로고
    • A comparison of stochastic models for spatial rainfall downscaling
    • doi:10.1029/2003WR002504
    • Ferraris, L., S. Gabellani, N. Rebora, & A. Provenzale (2003), A comparison of stochastic models for spatial rainfall downscaling, Water Resour. Res., 39(12), 1368, doi:10.1029/2003WR002504.
    • (2003) Water Resour. Res. , vol.39 , Issue.12 , pp. 1368
    • Ferraris, L.1    Gabellani, S.2    Rebora, N.3    Provenzale, A.4
  • 14
    • 0027456173 scopus 로고
    • A statistical analysis of mesoscale rainfall as a random cascade
    • Gupta, V. K., & E. C. Waymire (1993), A statistical analysis of mesoscale rainfall as a random cascade, J. Appl. Meteorol., 32, 251-267. (Pubitemid 23381911)
    • (1993) Journal of Applied Meteorology , vol.32 , Issue.2 , pp. 251-267
    • Gupta, V.K.1    Waymire, E.C.2
  • 15
    • 0001351653 scopus 로고
    • Hydrologic and atmospheric models: The (continuing) problem of discordant scales
    • Hostetler, S. (1994), Hydrologic and atmospheric models: The (continuing) problem of discordant scales, Clim. Change, 27(4), 345-350.
    • (1994) Clim. Change , vol.27 , Issue.4 , pp. 345-350
    • Hostetler, S.1
  • 17
    • 0034133184 scopus 로고    scopus 로고
    • Learning overcomplete representations
    • Lewicki, M. S., & T. J. Sejnowski (2000), Learning overcomplete representations, Neur. Comput., 12, 337-365
    • (2000) Neur. Comput. , vol.12 , pp. 337-365
    • Lewicki, M.S.1    Sejnowski, T.J.2
  • 19
    • 0022173633 scopus 로고
    • Fractal properties of rain and a fractal model
    • doi:10.1111/j.1600-0870.1985.tb00423.x
    • Lovejoy, S., & B. Mandelbrot (1985), Fractal properties of rain and a fractal model, Tellus, Ser. A, 37, 209-232, doi:10.1111/j.1600-0870.1985. tb00423.x.
    • (1985) Tellus, Ser. A , vol.37 , pp. 209-232
    • Lovejoy, S.1    Mandelbrot, B.2
  • 20
    • 78049294238 scopus 로고    scopus 로고
    • Super-resolution with sparse mixing estimators
    • Mallat, S., & G. Yu (2010), Super-resolution with sparse mixing estimators, IEEE Trans. Image Process., 19(11), 2889-2900.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.11 , pp. 2889-2900
    • Mallat, S.1    Yu, G.2
  • 21
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • Mallat, S., & Z. Zhang (1993), Matching pursuits with time-frequency dictionaries, IEEE Trans. Signal Process., 41(12), 3397-3415.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 22
    • 0030724581 scopus 로고    scopus 로고
    • Multiscaling properties of rainfall and bounded random cascades
    • Menabde, M., D. Harris, A. Seed, G. Austin, & D. Stow (1997), Multiscaling properties of rainfall and bounded random cascades, Water Resour. Res., 33(12), 2823-2830, doi:10.1029/97WR02006. (Pubitemid 27526639)
    • (1997) Water Resources Research , vol.33 , Issue.12 , pp. 2823-2830
    • Menabde, M.1    Harris, D.2    Seed, A.3    Austin, G.4    Stow, D.5
  • 23
    • 0001259658 scopus 로고
    • The stationary wavelet transform and some statistical applications
    • Nason, G. P., & B. W. Silverman (1995), The stationary wavelet transform and some statistical applications, Lect. Notes Stat., 103, 281-299.
    • (1995) Lect. Notes Stat. , vol.103 , pp. 281-299
    • Nason, G.P.1    Silverman, B.W.2
  • 24
    • 0035532409 scopus 로고    scopus 로고
    • Impact of small-scale rainfall variability on larger-scale spatial organization of land-atmosphere fluxes
    • Nykanen, D., E. Foufoula-Georgiou, & W. Lapenta (2001), Impact of small-scale rainfall variability on larger-scale spatial organization of land-atmosphere fluxes, J. Hydrometeorol., 2(2), 105-121.
    • (2001) J. Hydrometeorol. , vol.2 , Issue.2 , pp. 105-121
    • Nykanen, D.1    Foufoula-Georgiou, E.2    Lapenta, W.3
  • 25
    • 0030408192 scopus 로고    scopus 로고
    • Model for multiscale disaggregation of spatial rainfall based on coupling meteorological and scaling descriptions
    • 347-26, 361, doi:10.1029/96JD01870
    • Perica, S., & E. Foufoula-Georgiou (1996), Model for multiscale disaggregation of spatial rainfall based on coupling meteorological and scaling descriptions, J. Geophys. Res., 101(D21), 26,347-26,361, doi:10.1029/96JD01870.
    • (1996) J. Geophys. Res. , vol.101 , Issue.21 , pp. 26
    • Perica, S.1    Foufoula-Georgiou, E.2
  • 26
    • 33748926103 scopus 로고    scopus 로고
    • RainFARM: Rainfall downscaling by a Filtered Autoregressive Model
    • DOI 10.1175/JHM517.1
    • Rebora, N., L. Ferraris, J. von Hardenberg, & A. Provenzale (2006a), RainFARM: Rainfall downscaling by a filtered autoregressive model, J. Hydrometeorol., 7(4), 724-738. (Pubitemid 44430741)
    • (2006) Journal of Hydrometeorology , vol.7 , Issue.4 , pp. 724-738
    • Rebora, N.1    Ferraris, L.2    Von Hardenberg, J.3    Provenzale, A.4
  • 27
    • 33746030001 scopus 로고    scopus 로고
    • Rainfall downscaling and flood forecasting: A case study in the Mediterranean area
    • Rebora, N., L. Ferraris, J. von Hardenberg, & A. Provenzale (2006b), Rainfall downscaling and flood forecasting: A case study in the Mediterranean area, Nat. Hazards Earth Syst. Sci., 6, 611-619, doi:10.5194/nhess-6-611-2006 (Pubitemid 44065372)
    • (2006) Natural Hazards and Earth System Science , vol.6 , Issue.4 , pp. 611-619
    • Rebora, N.1    Ferraris, L.2    Von Hardenberg, J.3    Provenzale, A.4
  • 28
    • 33846338110 scopus 로고    scopus 로고
    • Effect of spatial distribution of daily rainfall on interior catchment response of a distributed hydrological model
    • Schuurmans, J., & M. Bierkens (2007), Effect of spatial distribution of daily rainfall on interior catchment response of a distributed hydrological model, Hydrol. Earth Syst. Sci., 11, 677-693. (Pubitemid 46134827)
    • (2007) Hydrology and Earth System Sciences , vol.11 , Issue.2 , pp. 677-693
    • Schuurmans, J.M.1    Bierkens, M.F.P.2
  • 29
    • 4143111417 scopus 로고    scopus 로고
    • Runoff response to spatial variability in precipitation: An analysis of observed data
    • DOI 10.1016/j.jhydrol.2004.03.039, PII S0022169404002483
    • Smith, M. B., V. I. Koren, Z. Zhang, S. M. Reed, J. J. Pan, & F. Moreda (2004), Runoff response to spatial variability in precipitation: an analysis of observed data, J. Hydrol., 298(1-4), 267-286. (Pubitemid 39103832)
    • (2004) Journal of Hydrology , vol.298 , Issue.1-4 , pp. 267-286
    • Smith, M.B.1    Koren, V.I.2    Zhang, Z.3    Reed, S.M.4    Pan, J.-J.5    Moreda, F.6
  • 30
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani, R. (1996), Regression shrinkage and selection via the lasso, J. R. Stat. Soc., Ser. B., 58(1), 267-288.
    • (1996) J. R. Stat. Soc., Ser. B. , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 31
    • 21244502111 scopus 로고    scopus 로고
    • A new metric for comparing precipitation patterns with an application to ensemble forecasts
    • DOI 10.1029/2004JD005395, D08111
    • Venugopal, V., S. Basu, & E. Foufoula-Georgiou (2005), A new metric for comparing precipitation patterns with application to ensemble forecasts, J. Geophys. Res., 110, D08111, doi:10.1029/2004JD005395. (Pubitemid 40899642)
    • (2005) Journal of Geophysical Research D: Atmospheres , vol.110 , Issue.8 , pp. 1-11
    • Venugopal, V.1    Basu, S.2    Foufoula-Georgiou, E.3
  • 32
    • 35349022143 scopus 로고    scopus 로고
    • Controls on runoff generation and scale-dependence in a distributed hydrologic model
    • Vivoni, E., D. Entekhabi, R. Bras, & V. Ivanov (2007), Controls on runoff generation and scale-dependence in a distributed hydrologic model, Hydrol. Earth Syst. Sci., 11(5), 1683-1701. (Pubitemid 47614235)
    • (2007) Hydrology and Earth System Sciences , vol.11 , Issue.5 , pp. 1683-1701
    • Vivoni, E.R.1    Entekhabi, D.2    Bras, R.L.3    Ivanov, V.Y.4
  • 33
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Wang, Z., A. C. Bovik, H. R. Sheikh, & E. P. Simoncelli (2004), Image quality assessment: From error visibility to structural similarity, IEEE Trans. Image Process., 13(4), 600-612.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4
  • 34
    • 0031412203 scopus 로고    scopus 로고
    • Downscaling general circulation model output: A review of methods and limitations
    • Wilby, R. L., & T. Wigley (1997), Downscaling general circulation model output: A review of methods and limitations, Prog. Phys. Geogr., 21(4), 530-548.
    • (1997) Prog. Phys. Geogr. , vol.21 , Issue.4 , pp. 530-548
    • Wilby, R.L.1    Wigley, T.2
  • 35
    • 0032841266 scopus 로고    scopus 로고
    • A synthesis of space-time variability in storm response: Rainfall, runoff generation, and routing
    • Woods, R., & M. Sivapalan (1999), A synthesis of space-time variability in storm response: Rainfall, runoff generation, & routing, Water Resour. Res., 35(8), 2469-2485, doi:10.1029/1999WR900014. (Pubitemid 29375376)
    • (1999) Water Resources Research , vol.35 , Issue.8 , pp. 2469-2485
    • Woods, R.1    Sivapalan, M.2
  • 36
    • 78049312324 scopus 로고    scopus 로고
    • Image superresolution via sparse representation
    • Yang, J., J. Wright, T. S. Huang, & Y. Ma (2010), Image superresolution via sparse representation, IEEE Trans. Image Process. 19(11), 2861-2873.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.11 , pp. 2861-2873
    • Yang, J.1    Wright, J.2    Huang, T.S.3    Ma, Y.4
  • 37
    • 67650314588 scopus 로고    scopus 로고
    • Detecting the effects of spatial variability of rainfall on hydrological modeling within an uncertainty analysis framework
    • Younger, P. M., J. E. Freer, & K. J. Beven (2009), Detecting the effects of spatial variability of rainfall on hydrological modeling within an uncertainty analysis framework, Hydrol. Process., 23(14), 1988-2003.
    • (2009) Hydrol. Process. , vol.23 , Issue.14 , pp. 1988-2003
    • Younger, P.M.1    Freer, J.E.2    Beven, K.J.3


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