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Volumn 12, Issue 1, 2008, Pages 39-53

Generation of soil moisture patterns at the catchment scale by EOF interpolation

Author keywords

[No Author keywords available]

Indexed keywords

CATCHMENT; INTERPOLATION; MEASUREMENT METHOD; PERFORMANCE ASSESSMENT; SOIL MOISTURE; TIME SERIES;

EID: 38649088936     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-12-39-2008     Document Type: Article
Times cited : (47)

References (53)
  • 1
    • 0032052018 scopus 로고    scopus 로고
    • Spatial distribution of soil moisture in a small catchment. Part 1: Geostatistical analysis
    • Bárdossy, A. and Lehmann, W.: Spatial distribution of soil moisture in a small catchment. Part 1: geostatistical analysis, J. Hydrol., 206, 1-15, 1998.
    • (1998) J. Hydrol , vol.206 , pp. 1-15
    • Bárdossy, A.1    Lehmann, W.2
  • 2
    • 0028667087 scopus 로고
    • A Quasi-Dynamic Wetness Index For Characterizing The Spatial-Distribution Of Zones Of Surface Saturation And Soil-Water Content
    • Barling, R. D., Moore, I. D., and Grayson, R. B.: A Quasi-Dynamic Wetness Index For Characterizing The Spatial-Distribution Of Zones Of Surface Saturation And Soil-Water Content, Water Resour. Res., 30(4), 1029-1044, 1994.
    • (1994) Water Resour. Res , vol.30 , Issue.4 , pp. 1029-1044
    • Barling, R.D.1    Moore, I.D.2    Grayson, R.B.3
  • 4
    • 0018441920 scopus 로고
    • A physically based variable contributing area model of basin hydrology
    • Beven, K. J. and Kirkby, M. J.: A physically based variable contributing area model of basin hydrology, Hydrol. Sci., 24, 43-69, 1979.
    • (1979) Hydrol. Sci , vol.24 , pp. 43-69
    • Beven, K.J.1    Kirkby, M.J.2
  • 5
    • 0012841096 scopus 로고    scopus 로고
    • A brief history of hydrology, The Robert E. Horton Lecture
    • Bras, R. L.: A brief history of hydrology, The Robert E. Horton Lecture, B. Am. Meteorol. Soc., 80(6), 1151-1164, 1999.
    • (1999) B. Am. Meteorol. Soc , vol.80 , Issue.6 , pp. 1151-1164
    • Bras, R.L.1
  • 6
    • 0022170055 scopus 로고
    • Topographic controls of soil moisture distributions
    • Burt, T. P. and Butcher, D. P.: Topographic controls of soil moisture distributions, J. Soil Sci., 36, 469-486, 1985.
    • (1985) J. Soil Sci , vol.36 , pp. 469-486
    • Burt, T.P.1    Butcher, D.P.2
  • 7
    • 0027071946 scopus 로고
    • Soil moisture variability within remote sensing pixels
    • Charpentier, M. A. and Groffman, P. M.: Soil moisture variability within remote sensing pixels, J. Geophys. Res., 97(D17), 18987-18995, 1992.
    • (1992) J. Geophys. Res , vol.97 , Issue.D17 , pp. 18987-18995
    • Charpentier, M.A.1    Groffman, P.M.2
  • 9
    • 0000192098 scopus 로고
    • The influence of potential evaporation on the variabilities of simulated soil wetness and climate
    • Delworth, T. L. and Manabe, S.: The influence of potential evaporation on the variabilities of simulated soil wetness and climate, J. Climate, 1, 523-547, 1988.
    • (1988) J. Climate , vol.1 , pp. 523-547
    • Delworth, T.L.1    Manabe, S.2
  • 10
    • 1542651073 scopus 로고    scopus 로고
    • Prediction of runoff and soil moistures at the watershed scale: Effects of model complexity and parameter assignment
    • Downer, C. W. and Ogden, F. L.: Prediction of runoff and soil moistures at the watershed scale: Effects of model complexity and parameter assignment, Water Resour. Res., 39(3), 1-13, 2003.
    • (2003) Water Resour. Res , vol.39 , Issue.3 , pp. 1-13
    • Downer, C.W.1    Ogden, F.L.2
  • 12
    • 0031597599 scopus 로고    scopus 로고
    • Soil moisture variability in a semi-arid gully catchment: Implications for runoff and erosion control
    • Fitzjohn, C., Ternan, J. L., and Williams, A. G.: Soil moisture variability in a semi-arid gully catchment: implications for runoff and erosion control, Catena, 32, 55-70, 1998.
    • (1998) Catena , vol.32 , pp. 55-70
    • Fitzjohn, C.1    Ternan, J.L.2    Williams, A.G.3
  • 14
    • 0030692620 scopus 로고    scopus 로고
    • Preferred states in spatial soil moisture patterns: Local and nonlocal controls
    • Grayson, R. B., Western, A. W., Chiew, F. H. S., and Blöschl, G.: Preferred states in spatial soil moisture patterns: Local and nonlocal controls, Water Resour. Res., 33(12), 2897-2908, 1997a.
    • (1997) Water Resour. Res , vol.33 , Issue.12 , pp. 2897-2908
    • Grayson, R.B.1    Western, A.W.2    Chiew, F.H.S.3    Blöschl, G.4
  • 15
    • 0030692620 scopus 로고    scopus 로고
    • Preferred states in spatial soil moisture patterns: Local and nonlocal controls
    • Grayson, R. B., Western, A. W., Chiew, H. S., and Blöschl, G.: Preferred states in spatial soil moisture patterns: Local and nonlocal controls, Water Resources Research, 33(12), 2897-2908, 1997b.
    • (1997) Water Resources Research , vol.33 , Issue.12 , pp. 2897-2908
    • Grayson, R.B.1    Western, A.W.2    Chiew, H.S.3    Blöschl, G.4
  • 16
    • 2942511196 scopus 로고    scopus 로고
    • Measurement, scaling, and topographic analysis of spatial crop yield and soil water content
    • Green, T. R. and Erskine, R. H.: Measurement, scaling, and topographic analysis of spatial crop yield and soil water content, Hydrol. Process., 18, 1447-1465, 2004.
    • (2004) Hydrol. Process , vol.18 , pp. 1447-1465
    • Green, T.R.1    Erskine, R.H.2
  • 17
    • 0032505146 scopus 로고    scopus 로고
    • Multiscaling properties of soil moisture images and decomposition of large- and small-scale features using wavelet transforms
    • Hu, Z., Yizong, C., and Islam, S.: Multiscaling properties of soil moisture images and decomposition of large- and small-scale features using wavelet transforms, Int. J. Remote Sens., 19(13), 2451-2467, 1998.
    • (1998) Int. J. Remote Sens , vol.19 , Issue.13 , pp. 2451-2467
    • Hu, Z.1    Yizong, C.2    Islam, S.3
  • 18
    • 33745473760 scopus 로고    scopus 로고
    • Isham, V., Cox, D. R., Rodriquez-Iturbe, I., Porporato, A., and Manfreda, S.: Representation of space-time variability of soil moisture, P.R. Soc. A, 461(2064), 4035-4055, 2005.
    • Isham, V., Cox, D. R., Rodriquez-Iturbe, I., Porporato, A., and Manfreda, S.: Representation of space-time variability of soil moisture, P.R. Soc. A, 461(2064), 4035-4055, 2005.
  • 19
    • 0003658046 scopus 로고    scopus 로고
    • A User's Guide to Principal Components
    • John Wiley & Sons, Hoboken, New Jersey
    • Jackson, J. E.: A User's Guide to Principal Components, Wiley Series in Probability and Statistics, John Wiley & Sons, Hoboken, New Jersey, 2003.
    • (2003) Wiley Series in Probability and Statistics
    • Jackson, J.E.1
  • 20
    • 33846395113 scopus 로고    scopus 로고
    • Spatial patterns from EOF analysis of soil moisture at at large scale and their dependence on soil land use, and topographic properties
    • Jawson, S. and Niemann, J. D.: Spatial patterns from EOF analysis of soil moisture at at large scale and their dependence on soil land use, and topographic properties, Adv. Water Resour., 30(3), 366-381, 2007.
    • (2007) Adv. Water Resour , vol.30 , Issue.3 , pp. 366-381
    • Jawson, S.1    Niemann, J.D.2
  • 21
    • 0038209149 scopus 로고    scopus 로고
    • Cluster analysis of spatiotemporal corn yield patterns in an Iowa field
    • Jaynes, D. B., Kaspar, T. C., Colvin, T. S., and James, D.E.: Cluster analysis of spatiotemporal corn yield patterns in an Iowa field, Agron. J., 95, 574-586, 2003.
    • (2003) Agron. J , vol.95 , pp. 574-586
    • Jaynes, D.B.1    Kaspar, T.C.2    Colvin, T.S.3    James, D.E.4
  • 24
    • 0023823591 scopus 로고
    • Scale dependence and the temporal persistence of spatial patterns of soil water storage
    • Kachanoski, R. G. and De Jong, E.: Scale dependence and the temporal persistence of spatial patterns of soil water storage, Water Resour. Res., 24(1), 85-91, 1988.
    • (1988) Water Resour. Res , vol.24 , Issue.1 , pp. 85-91
    • Kachanoski, R.G.1    De Jong, E.2
  • 25
    • 2942512762 scopus 로고    scopus 로고
    • Process parameterization and temporal scaling in surface runoff and erosion modelling
    • Kandel, D. D., Western, A. W., Grayson, R. B. and Turra, H. N.: Process parameterization and temporal scaling in surface runoff and erosion modelling, Hydrol. Process., 18(8), 1423-1446, 2004.
    • (2004) Hydrol. Process , vol.18 , Issue.8 , pp. 1423-1446
    • Kandel, D.D.1    Western, A.W.2    Grayson, R.B.3    Turra, H.N.4
  • 26
    • 0036890199 scopus 로고    scopus 로고
    • Downscaling of remotely sensed soil moisture with a modified fractal interpolation method using contraction mapping and ancillary data
    • Kim, G. and Barros, A. P.: Downscaling of remotely sensed soil moisture with a modified fractal interpolation method using contraction mapping and ancillary data, Remote Sens. Environ., 83, 400-413, 2002.
    • (2002) Remote Sens. Environ , vol.83 , pp. 400-413
    • Kim, G.1    Barros, A.P.2
  • 27
    • 33644827959 scopus 로고    scopus 로고
    • Soil moisture patterns in a forested catchment: A hydropedological perspective
    • Lin, H. S., Kogelmann, W., Walker, C., and. Bruns, M. A.: Soil moisture patterns in a forested catchment: A hydropedological perspective, Geoderma, 131, 345-368, 2006a.
    • (2006) Geoderma , vol.131 , pp. 345-368
    • Lin, H.S.1    Kogelmann, W.2    Walker, C.3    Bruns, M.A.4
  • 28
    • 33644827959 scopus 로고    scopus 로고
    • Soil moisture patterns in a forested catchment: A hydropedological perspective
    • Lin, H. S., Kogelmann, W., Walker, C., and Bruns, M. A.: Soil moisture patterns in a forested catchment: A hydropedological perspective, Geoderma, 131, 345-368, 2006b.
    • (2006) Geoderma , vol.131 , pp. 345-368
    • Lin, H.S.1    Kogelmann, W.2    Walker, C.3    Bruns, M.A.4
  • 29
    • 1442337166 scopus 로고    scopus 로고
    • Spatial patterns of soil moisture connected to monthly-seasonal precipitation variability in a monsoon region
    • Liu, Y.: Spatial patterns of soil moisture connected to monthly-seasonal precipitation variability in a monsoon region, J. Geophys. Res., 108(D22), 1-14, 2003.
    • (2003) J. Geophys. Res , vol.108 , Issue.D22 , pp. 1-14
    • Liu, Y.1
  • 30
    • 33745460967 scopus 로고    scopus 로고
    • Manfreda, S. and Rodriguez-Iturbe, I.: On the spatial and temporal sampling of soil moisture fields, Water Resour. Res., 42(5), W06D05, doi:10.1029/2005WR004497, 2006.
    • Manfreda, S. and Rodriguez-Iturbe, I.: On the spatial and temporal sampling of soil moisture fields, Water Resour. Res., 42(5), W06D05, doi:10.1029/2005WR004497, 2006.
  • 31
    • 0034036598 scopus 로고    scopus 로고
    • Analysis and mapping of field-scale soil moisture variability using high-resolution, ground-based data during the Southern Great Plains 1997 (SGP97) Hydrology Experiment
    • Mohanty, B. P., Skaggs, T. H., and Famiglietti, J. S.: Analysis and mapping of field-scale soil moisture variability using high-resolution, ground-based data during the Southern Great Plains 1997 (SGP97) Hydrology Experiment, Water Resour. Res., 36(4), 1023-1031, 2000.
    • (2000) Water Resour. Res , vol.36 , Issue.4 , pp. 1023-1031
    • Mohanty, B.P.1    Skaggs, T.H.2    Famiglietti, J.S.3
  • 32
    • 0027790036 scopus 로고
    • Modelling environmental heterogeneity in forested landscapes
    • Moore, I. D., Norton, T. W., and Williams, J. E.: Modelling environmental heterogeneity in forested landscapes, J. Hydrol., 150, 717-747, 1993.
    • (1993) J. Hydrol , vol.150 , pp. 717-747
    • Moore, I.D.1    Norton, T.W.2    Williams, J.E.3
  • 33
    • 0014776873 scopus 로고
    • River forecasting through conceptual models, part I, a discussion of principle
    • Nash, J. E. and Sutcliffe, J. V.: River forecasting through conceptual models, part I, a discussion of principle, J. Hydrol., 10, 282-290, 1970.
    • (1970) J. Hydrol , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 34
    • 33750932921 scopus 로고    scopus 로고
    • On the uncertainties of flash flood guidance: Toward probablistic fore-casting of flash floods
    • Ntelekos, A. A., Georgakakos, K. P., and Krajweski, W. F.: On the uncertainties of flash flood guidance: Toward probablistic fore-casting of flash floods, J. Hydrometeorol., 7, 896-915, 2006.
    • (2006) J. Hydrometeorol , vol.7 , pp. 896-915
    • Ntelekos, A.A.1    Georgakakos, K.P.2    Krajweski, W.F.3
  • 36
    • 33846621431 scopus 로고    scopus 로고
    • Analysis and estimation of soil moisture at the catchment scale using EOFs
    • Perry, M. A. and Niemann, J. D.: Analysis and estimation of soil moisture at the catchment scale using EOFs, J. Hydrol., 334(3-4), 388-404, 2007.
    • (2007) J. Hydrol , vol.334 , Issue.3-4 , pp. 388-404
    • Perry, M.A.1    Niemann, J.D.2
  • 38
    • 0003396001 scopus 로고    scopus 로고
    • FLAG: A fuzzy landscape analysis GIS method for dryland salinity assessment
    • Technical Report No. 8/97, CSIRO Land and Water, Canberra, Australia
    • Roberts, D. W., Dowling, T. I., and Walker, J.: FLAG: A fuzzy landscape analysis GIS method for dryland salinity assessment, Technical Report No. 8/97, CSIRO Land and Water, Canberra, Australia, 1997.
    • (1997)
    • Roberts, D.W.1    Dowling, T.I.2    Walker, J.3
  • 41
    • 0028974835 scopus 로고
    • Scale and the nature of spatial variability: Field example having implications for hydrologic modeling
    • Seyfried, M. S. and Wilcox, B. P.: Scale and the nature of spatial variability: Field example having implications for hydrologic modeling, Water Resour. Res., 31, 173-184, 1995.
    • (1995) Water Resour. Res , vol.31 , pp. 173-184
    • Seyfried, M.S.1    Wilcox, B.P.2
  • 42
    • 0034306683 scopus 로고    scopus 로고
    • Thattai, D. and Islam, S.: Spatial analysis of remotely sensed soil moisture data, J. Hydrol. Eng., October, 386-392, 2000.
    • Thattai, D. and Islam, S.: Spatial analysis of remotely sensed soil moisture data, J. Hydrol. Eng., October, 386-392, 2000.
  • 43
    • 0035139311 scopus 로고    scopus 로고
    • Toward capturing hydrologically significant connectivity in spatial patterns
    • Western, A. W., Bloschl, G., and Grayson, R. B.: Toward capturing hydrologically significant connectivity in spatial patterns, Water Resour. Res., 37(1), 83-97, 2001.
    • (2001) Water Resour. Res , vol.37 , Issue.1 , pp. 83-97
    • Western, A.W.1    Bloschl, G.2    Grayson, R.B.3
  • 44
    • 0032567832 scopus 로고    scopus 로고
    • Geostatistical characterization of soil moisture patterns in the Tarrawarra catchment
    • Western, A. W., Blöschl, G., and Grayson, R. B.: Geostatistical characterization of soil moisture patterns in the Tarrawarra catchment, J. Hydrol., 205, 20-37, 1998.
    • (1998) J. Hydrol , vol.205 , pp. 20-37
    • Western, A.W.1    Blöschl, G.2    Grayson, R.B.3
  • 45
    • 0031683622 scopus 로고    scopus 로고
    • The Tarrawarra data set: Soil moisture patterns, soil characteristics, and hydrological flux measurements
    • Western, A. W. and Grayson, R. B.: The Tarrawarra data set: Soil moisture patterns, soil characteristics, and hydrological flux measurements, Water Resour. Res., 34(10), 2765-2768, 1998.
    • (1998) Water Resour. Res , vol.34 , Issue.10 , pp. 2765-2768
    • Western, A.W.1    Grayson, R.B.2
  • 46
    • 0033104562 scopus 로고    scopus 로고
    • Observed spatial organization of soil, moisture and its relation to terrain indices
    • Western, A. W., Grayson, R. B., Blöschl, G., Willgoose, G. R., and McMahon, T. A.: Observed spatial organization of soil, moisture and its relation to terrain indices, Water Resour. Res., 35(3), 797-810, 1999a.
    • (1999) Water Resour. Res , vol.35 , Issue.3 , pp. 797-810
    • Western, A.W.1    Grayson, R.B.2    Blöschl, G.3    Willgoose, G.R.4    McMahon, T.A.5
  • 47
    • 0033561565 scopus 로고    scopus 로고
    • The Tarrawarra project: High resolution spatial measurement, modelling and analysis of soil moisture and hydrologic response
    • Western, A. W., Grayson, R. B., and Green, T. R.: The Tarrawarra project: high resolution spatial measurement, modelling and analysis of soil moisture and hydrologic response, Hydrol. Process., 13, 633-652, 1999b.
    • (1999) Hydrol. Process , vol.13 , pp. 633-652
    • Western, A.W.1    Grayson, R.B.2    Green, T.R.3
  • 48
    • 0033561565 scopus 로고    scopus 로고
    • The Tarrawarra project: High resolution spatial measurement, modelling and analysis of soil moisture and hydrological response
    • Western, A. W., Grayson, R. B., and Green, T. R.: The Tarrawarra project: high resolution spatial measurement, modelling and analysis of soil moisture and hydrological response, Hydrol. Process., 13, 633-652, 1999c.
    • (1999) Hydrol. Process , vol.13 , pp. 633-652
    • Western, A.W.1    Grayson, R.B.2    Green, T.R.3
  • 49
    • 1642307220 scopus 로고    scopus 로고
    • Identifying and quantifying sources of variability in temporal and spatial soil moisture observations
    • Wilson, D. J., Western, A. W., and Grayson, R. B.: Identifying and quantifying sources of variability in temporal and spatial soil moisture observations, Water Resour. Res., 40, 1-10, 2004.
    • (2004) Water Resour. Res , vol.40 , pp. 1-10
    • Wilson, D.J.1    Western, A.W.2    Grayson, R.B.3
  • 50
    • 11344273265 scopus 로고    scopus 로고
    • A terrain and data-based method for generating the spatial distribution of soil moisture
    • Wilson, D. J., Western, A. W., and Grayson, R.B.: A terrain and data-based method for generating the spatial distribution of soil moisture, Adv. Water Resour., 28, 43-54, 2005.
    • (2005) Adv. Water Resour , vol.28 , pp. 43-54
    • Wilson, D.J.1    Western, A.W.2    Grayson, R.B.3
  • 51
    • 0030615728 scopus 로고    scopus 로고
    • Effects of soil moisture aggregation on surface evaporation fluxes
    • Wood, E. F.: Effects of soil moisture aggregation on surface evaporation fluxes, J. Hydrol., 190, 397-412, 1997.
    • (1997) J. Hydrol , vol.190 , pp. 397-412
    • Wood, E.F.1
  • 52
    • 34548536467 scopus 로고    scopus 로고
    • Ecosystem Dynamics, and Biogeochemistry in Complex Landscapes, Wiley
    • New York
    • Wood, E. F.: Report on Dahlem Workshop on Integrating Hydrology, Ecosystem Dynamics, and Biogeochemistry in Complex Landscapes, Wiley, New York, 1999.
    • (1999) Report on Dahlem Workshop on Integrating Hydrology
    • Wood, E.F.1
  • 53
    • 4344717928 scopus 로고    scopus 로고
    • EOF analysis of surface soil moisture field variability
    • Yoo, C. and Kim, S.: EOF analysis of surface soil moisture field variability, Adv. Water Resour., 27, 831-842, 2004.
    • (2004) Adv. Water Resour , vol.27 , pp. 831-842
    • Yoo, C.1    Kim, S.2


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