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Volumn 385, Issue 1-4, 2010, Pages 165-172

A multiscale information theory approach to assess spatial-temporal variability of daily precipitation

Author keywords

Entropy; Mutual information content; Predictability; Relative entropy; Scaling; Wavelets

Indexed keywords

BREAKPOINT; HURST EXPONENTS; INTERANNUAL VARIABILITY; MEAN ANNUAL PRECIPITATION; MULTISCALE INFORMATION; MUTUAL INFORMATIONS; PRECIPITATION EVENTS; PREDICTABILITY; RAIN DAYS; RELATIVE ENTROPY; SPATIAL AND TEMPORAL VARIABILITY; SPATIAL PATTERNS; SPATIAL TEMPORALS; TEMPORAL VARIABILITY; WAVELET MULTI-RESOLUTION ANALYSIS; WESTERN UNITED STATES;

EID: 77950862252     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2010.02.016     Document Type: Article
Times cited : (106)

References (33)
  • 1
    • 13244267227 scopus 로고    scopus 로고
    • Information theory and predictability for low-frequency variability
    • Abramov R., Majda A., and Kleeman R. Information theory and predictability for low-frequency variability. Journal of the Atmospheric Sciences 62 1 (2005) 65-87
    • (2005) Journal of the Atmospheric Sciences , vol.62 , Issue.1 , pp. 65-87
    • Abramov, R.1    Majda, A.2    Kleeman, R.3
  • 2
    • 30544436655 scopus 로고    scopus 로고
    • Characterization of land-surface precipitation feedback regimes with remote sensing
    • Brunsell N.A. Characterization of land-surface precipitation feedback regimes with remote sensing. Remote Sensing of Environment 100 (2006) 200-211
    • (2006) Remote Sensing of Environment , vol.100 , pp. 200-211
    • Brunsell, N.A.1
  • 3
    • 41549158280 scopus 로고    scopus 로고
    • Land surface response to precipitation events using modis and NEXRAD data
    • Brunsell N.A., and Young C.B. Land surface response to precipitation events using modis and NEXRAD data. International Journal of Remote Sensing 29 (2008) 1965-1982
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 1965-1982
    • Brunsell, N.A.1    Young, C.B.2
  • 4
    • 43949116579 scopus 로고    scopus 로고
    • Assessing the multi-resolution information content of remotely sensed variables and elevation for evapotranspiration in a tall-grass prairie environment
    • Brunsell N.A., Ham J.M., and Owensby C.E. Assessing the multi-resolution information content of remotely sensed variables and elevation for evapotranspiration in a tall-grass prairie environment. Remote Sensing of Environment 112 (2008) 2977-2987
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2977-2987
    • Brunsell, N.A.1    Ham, J.M.2    Owensby, C.E.3
  • 5
    • 77954411685 scopus 로고
    • Seasonal trends in air temperature and precipitation in IPCC AR4 GCM output for Kansas, USA: Evaluation and implications
    • in press, doi:10.1002/joc
    • Brunsell, N.A., Jones, A.R., Jackson, T.L., Feddema, J.J., in press. Seasonal trends in air temperature and precipitation in IPCC AR4 GCM output for Kansas, USA: evaluation and implications. International Journal of Climatology. doi:10.1002/joc.1958.
    • (1958) International Journal of Climatology
    • Brunsell, N.A.1    Jones, A.R.2    Jackson, T.L.3    Feddema, J.J.4
  • 6
    • 0036647310 scopus 로고    scopus 로고
    • Inferences of predictability associated with warm season precipitation episodes
    • Carbone R., Tuttle J., Ahijevych D., and Trier S. Inferences of predictability associated with warm season precipitation episodes. Journal of the Atmospheric Sciences 59 13 (2002) 2033-2056
    • (2002) Journal of the Atmospheric Sciences , vol.59 , Issue.13 , pp. 2033-2056
    • Carbone, R.1    Tuttle, J.2    Ahijevych, D.3    Trier, S.4
  • 9
    • 35448995744 scopus 로고    scopus 로고
    • Predictability: recent insights from information theory
    • DelSole T., and Tippett M.K. Predictability: recent insights from information theory. Reviews of Geophysics 45 4 (2007) 1-22
    • (2007) Reviews of Geophysics , vol.45 , Issue.4 , pp. 1-22
    • DelSole, T.1    Tippett, M.K.2
  • 10
    • 0027380913 scopus 로고
    • Complexity and predictability of hourly precipitation
    • Elsner J., and Tsonis A. Complexity and predictability of hourly precipitation. Journal of the Atmospheric Sciences 50 3 (1993) 400-405
    • (1993) Journal of the Atmospheric Sciences , vol.50 , Issue.3 , pp. 400-405
    • Elsner, J.1    Tsonis, A.2
  • 11
    • 0030439125 scopus 로고    scopus 로고
    • On the determination of scale ranges for precipitation fields
    • Fabry F. On the determination of scale ranges for precipitation fields. Journal of Geophysical Research 101 D8 (1996) 12819-12826
    • (1996) Journal of Geophysical Research , vol.101 , Issue.D8 , pp. 12819-12826
    • Fabry, F.1
  • 12
    • 0027835297 scopus 로고
    • Scaling regimes of composite rainfall time series
    • Fraedrich K., and Larnder C. Scaling regimes of composite rainfall time series. Tellus A 45 (1993) 289-298
    • (1993) Tellus A , vol.45 , pp. 289-298
    • Fraedrich, K.1    Larnder, C.2
  • 13
    • 34547560761 scopus 로고    scopus 로고
    • Precipitation of southwestern Canada: wavelet, scaling, multifractal analysis, and teleconnection to climate anomalies
    • D10
    • Gan T.Y., Gobena A.K., and Wang Q. Precipitation of southwestern Canada: wavelet, scaling, multifractal analysis, and teleconnection to climate anomalies. Journal of Geophysical Research (2007) 112 D10
    • (2007) Journal of Geophysical Research , pp. 112
    • Gan, T.Y.1    Gobena, A.K.2    Wang, Q.3
  • 14
    • 33749249605 scopus 로고    scopus 로고
    • Multiscale temporal variability of warm-season precipitation over North America: statistical analysis of radar measurements
    • Hsu H.-M., Moncrieff M.W., Tung W.-W., and Liu C. Multiscale temporal variability of warm-season precipitation over North America: statistical analysis of radar measurements. Journal of the Atmospheric Sciences 63 9 (2006) 2355-2368
    • (2006) Journal of the Atmospheric Sciences , vol.63 , Issue.9 , pp. 2355-2368
    • Hsu, H.-M.1    Moncrieff, M.W.2    Tung, W.-W.3    Liu, C.4
  • 15
    • 77950858649 scopus 로고    scopus 로고
    • Energy balance partitioning and net radiation controls on soil moisture-precipitation feedbacks
    • 10.1175/2009EI270.1
    • Jones A.R., and Brunsell N.A. Energy balance partitioning and net radiation controls on soil moisture-precipitation feedbacks. Earth Interactions 13 (2009) 1-25 10.1175/2009EI270.1
    • (2009) Earth Interactions , vol.13 , pp. 1-25
    • Jones, A.R.1    Brunsell, N.A.2
  • 16
    • 14944353773 scopus 로고    scopus 로고
    • Trend assessment: applications for hydrology and climate research
    • Kallache M., Rust H., and Kropp J. Trend assessment: applications for hydrology and climate research. Nonlinear Processes in Geophysics 12 2 (2005) 201-210
    • (2005) Nonlinear Processes in Geophysics , vol.12 , Issue.2 , pp. 201-210
    • Kallache, M.1    Rust, H.2    Kropp, J.3
  • 17
    • 0036646756 scopus 로고    scopus 로고
    • Measuring dynamical prediction utility using relative entropy
    • Kleeman R. Measuring dynamical prediction utility using relative entropy. Journal of the Atmospheric Sciences 59 13 (2002) 2057-2072
    • (2002) Journal of the Atmospheric Sciences , vol.59 , Issue.13 , pp. 2057-2072
    • Kleeman, R.1
  • 20
    • 20844452381 scopus 로고    scopus 로고
    • Uncertainty, entropy, scaling and hydrological stochastics. 1. Marginal distributional properties of hydrological processes and state scaling
    • Koutsoyiannis D. Uncertainty, entropy, scaling and hydrological stochastics. 1. Marginal distributional properties of hydrological processes and state scaling. Hydrological Sciences Journal - Journal des Sciences Hydrologiques 50 3 (2005) 381-404
    • (2005) Hydrological Sciences Journal - Journal des Sciences Hydrologiques , vol.50 , Issue.3 , pp. 381-404
    • Koutsoyiannis, D.1
  • 21
    • 0009757387 scopus 로고
    • Information-theory and climate prediction
    • Leung L., and North G. Information-theory and climate prediction. Journal of Climate 3 1 (1990) 5-14
    • (1990) Journal of Climate , vol.3 , Issue.1 , pp. 5-14
    • Leung, L.1    North, G.2
  • 22
    • 65349086260 scopus 로고    scopus 로고
    • An entropy-based investigation into the variability of precipitation
    • Mishra A.K., Ozger M., and Singh V.P. An entropy-based investigation into the variability of precipitation. Journal of Hydrology 370 1-4 (2009) 139-154
    • (2009) Journal of Hydrology , vol.370 , Issue.1-4 , pp. 139-154
    • Mishra, A.K.1    Ozger, M.2    Singh, V.P.3
  • 23
    • 33646155092 scopus 로고    scopus 로고
    • Correlation patterns and information flows in rainfall fields
    • Molini A., Barbera P.L., and Lanza L.G. Correlation patterns and information flows in rainfall fields. Journal of Hydrology 322 1-4 (2006) 89-104
    • (2006) Journal of Hydrology , vol.322 , Issue.1-4 , pp. 89-104
    • Molini, A.1    Barbera, P.L.2    Lanza, L.G.3
  • 24
    • 68249135249 scopus 로고    scopus 로고
    • Changes in the predictability of the daily thermal structure in southern South America using information theory
    • Naumann G., and Vargas W.M. Changes in the predictability of the daily thermal structure in southern South America using information theory. Geophysical Research Letters (2009) 36
    • (2009) Geophysical Research Letters , pp. 36
    • Naumann, G.1    Vargas, W.M.2
  • 25
    • 84856043672 scopus 로고
    • A mathematical theory of communication, part 1
    • Shannon C.E. A mathematical theory of communication, part 1. The Bell System Technical Journal 27 (1948) 379-423
    • (1948) The Bell System Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 26
    • 84856043672 scopus 로고
    • A mathematical theory of communication, part 2
    • Shannon C.E. A mathematical theory of communication, part 2. The Bell System Technical Journal 27 (1948) 623-656
    • (1948) The Bell System Technical Journal , vol.27 , pp. 623-656
    • Shannon, C.E.1
  • 27
  • 28
    • 0035698893 scopus 로고    scopus 로고
    • Rainfall dynamics at different temporal scales: a chaotic perspective
    • Sivakumar B. Rainfall dynamics at different temporal scales: a chaotic perspective. Hydrology and Earth System Sciences 5 4 (2001) 645-651
    • (2001) Hydrology and Earth System Sciences , vol.5 , Issue.4 , pp. 645-651
    • Sivakumar, B.1
  • 29
    • 70350028353 scopus 로고    scopus 로고
    • Upscaling as ecological information transfer: a simple framework with application to arctic ecosystem carbon exchange
    • 10.1007/s10980-009-9367-3
    • Stoy P.C., Williams M., Disney M., Prieto-Blanco A.B.H., Baxter R., and Lewis P. Upscaling as ecological information transfer: a simple framework with application to arctic ecosystem carbon exchange. Landscape Ecology (2009) 10.1007/s10980-009-9367-3
    • (2009) Landscape Ecology
    • Stoy, P.C.1    Williams, M.2    Disney, M.3    Prieto-Blanco, A.B.H.4    Baxter, R.5    Lewis, P.6
  • 30
    • 67649432616 scopus 로고    scopus 로고
    • Using information theory to determine optimum pixel size and shape for ecological studies: aggregating land surface characteristics in arctic ecosystems
    • Stoy P.C., Williams M., Spadavecchia L., Bell R.A., Prieto-Blanco A., Evans J.G., and van Wijk M.T. Using information theory to determine optimum pixel size and shape for ecological studies: aggregating land surface characteristics in arctic ecosystems. Ecosystems 12 4 (2009) 574-589
    • (2009) Ecosystems , vol.12 , Issue.4 , pp. 574-589
    • Stoy, P.C.1    Williams, M.2    Spadavecchia, L.3    Bell, R.A.4    Prieto-Blanco, A.5    Evans, J.G.6    van Wijk, M.T.7
  • 32
    • 77950858435 scopus 로고    scopus 로고
    • Williams Jr., C.N., Vose, R.S., Easterling, D.R., Menne, M.J., 2006. United states historical climatology network daily temperature, precipitation, and snow data. Tech. Rep. ORNL/CDIAC-118, NDP-070, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, Oak Ridge, Tennessee.
    • Williams Jr., C.N., Vose, R.S., Easterling, D.R., Menne, M.J., 2006. United states historical climatology network daily temperature, precipitation, and snow data. Tech. Rep. ORNL/CDIAC-118, NDP-070, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, Oak Ridge, Tennessee.
  • 33
    • 34247638957 scopus 로고    scopus 로고
    • Measuring information content from observations for data assimilation: relative entropy versus Shannon entropy difference
    • Xu Q. Measuring information content from observations for data assimilation: relative entropy versus Shannon entropy difference. Tellus Series A - Dynamic Meteorology and Oceanography 59 2 (2007) 198-209
    • (2007) Tellus Series A - Dynamic Meteorology and Oceanography , vol.59 , Issue.2 , pp. 198-209
    • Xu, Q.1


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