메뉴 건너뛰기




Volumn 33, Issue 2, 2010, Pages 201-214

Towards the estimation root-zone soil moisture via the simultaneous assimilation of thermal and microwave soil moisture retrievals

Author keywords

Data assimilation; Microwave remote sensing; Soil moisture; Thermal remote sensing

Indexed keywords

AGRICULTURAL APPLICATIONS; CORRELATION COEFFICIENT; DATA ASSIMILATION; ENVIRONMENTAL ENHANCEMENTS; GROUND BASED; HYDROLOGIC APPLICATIONS; INSTANTANEOUS MEASUREMENT; LAND SURFACE; MICROWAVE REMOTE SENSING; POTENTIAL BENEFITS; ROOT MEAN SQUARES; SOIL COLUMN; SOIL MOISTURE AVAILABILITY; SOIL MOISTURE RETRIEVALS; SOIL WATER BALANCE MODEL; SPARSE SAMPLING; STUDY SITES; SURFACE RADIOMETRIC TEMPERATURES; SURFACE SOIL MOISTURE; SURFACE SOIL MOISTURE RETRIEVAL; THERMAL INFRARED; THERMAL INFRARED TEMPERATURE; WATER CYCLE;

EID: 74149088039     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2009.11.007     Document Type: Article
Times cited : (70)

References (42)
  • 1
    • 34547568153 scopus 로고    scopus 로고
    • A climatological study of evapotranspiration and moisture stress across the continental U.S. based on thermal remote sensing. I. Model formulation
    • doi:10.10/29/2006JD007506
    • Anderson M.C., Norman J.M., Mecikalski J.R., Otkin J.A., and Kustas W.P. A climatological study of evapotranspiration and moisture stress across the continental U.S. based on thermal remote sensing. I. Model formulation. J Geophys Res 112 (2007) D10117 doi:10.10/29/2006JD007506
    • (2007) J Geophys Res , vol.112
    • Anderson, M.C.1    Norman, J.M.2    Mecikalski, J.R.3    Otkin, J.A.4    Kustas, W.P.5
  • 2
    • 34548070043 scopus 로고    scopus 로고
    • A climatological study of evapotranspiration and moisture stress across the continental U.S. based on thermal remote sensing. II. Surface moisture climatology
    • 10.1029/2006JD007507
    • Anderson M.C., Norman J.M., Mecikalski J.R., Otkin J.A., and Kustas W.P. A climatological study of evapotranspiration and moisture stress across the continental U.S. based on thermal remote sensing. II. Surface moisture climatology. J Geophys Res 112 (2007) D11112 10.1029/2006JD007507
    • (2007) J Geophys Res , vol.112
    • Anderson, M.C.1    Norman, J.M.2    Mecikalski, J.R.3    Otkin, J.A.4    Kustas, W.P.5
  • 4
    • 0032439201 scopus 로고    scopus 로고
    • Analysis scheme in the ensemble Kalman filter
    • Burgers G., van Leeuwen P.J., and Evensen G. Analysis scheme in the ensemble Kalman filter. Mon Weather Rev 126 (1998) 1719-1724
    • (1998) Mon Weather Rev , vol.126 , pp. 1719-1724
    • Burgers, G.1    van Leeuwen, P.J.2    Evensen, G.3
  • 6
    • 0030616506 scopus 로고    scopus 로고
    • Decoupling of surface and near-surface soil water content: a remote sensing perspective
    • Capehart W.J., and Carlson T.N. Decoupling of surface and near-surface soil water content: a remote sensing perspective. Water Resour Res 33 (1997) 1383-1395
    • (1997) Water Resour Res , vol.33 , pp. 1383-1395
    • Capehart, W.J.1    Carlson, T.N.2
  • 7
    • 0021639956 scopus 로고
    • A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils
    • Cosby B.J., Hornberger G.M., Clapp R.B., and Ginn T.R. A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils. Water Resour Res 20 (1984) 682-690
    • (1984) Water Resour Res , vol.20 , pp. 682-690
    • Cosby, B.J.1    Hornberger, G.M.2    Clapp, R.B.3    Ginn, T.R.4
  • 8
    • 1342288488 scopus 로고    scopus 로고
    • Real-time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project
    • 10.1029/2002JD003118
    • Cosgrove B.A., Lohmann D., Mitchell K.E., Houser P.R., Wood E.F., Schaake J.C., et al. Real-time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project. J Geophys Res 108 D22 (2003) 8842 10.1029/2002JD003118
    • (2003) J Geophys Res , vol.108 , Issue.D22 , pp. 8842
    • Cosgrove, B.A.1    Lohmann, D.2    Mitchell, K.E.3    Houser, P.R.4    Wood, E.F.5    Schaake, J.C.6
  • 9
    • 14044250776 scopus 로고    scopus 로고
    • Utility of assimilating surface radiometric temperature observations for evaporative fraction and heat transfer coefficient retrieval
    • Crow W.T., and Kustas W.P. Utility of assimilating surface radiometric temperature observations for evaporative fraction and heat transfer coefficient retrieval. Bound-Lay Meteorol 115 (2005) 105-130
    • (2005) Bound-Lay Meteorol , vol.115 , pp. 105-130
    • Crow, W.T.1    Kustas, W.P.2
  • 10
    • 40149107454 scopus 로고    scopus 로고
    • Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model
    • Crow W.T., Kustas W.P., and Prueger J.H. Monitoring root-zone soil moisture through the assimilation of a thermal remote sensing-based soil moisture proxy into a water balance model. Remote Sens Environ 112 (2008) 1268-1281
    • (2008) Remote Sens Environ , vol.112 , pp. 1268-1281
    • Crow, W.T.1    Kustas, W.P.2    Prueger, J.H.3
  • 11
    • 0037298763 scopus 로고    scopus 로고
    • The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using ensemble Kalman filtering: a case study based on ESTAR measurements during SGP97
    • Crow W.T., and Wood E.F. The assimilation of remotely sensed soil brightness temperature imagery into a land surface model using ensemble Kalman filtering: a case study based on ESTAR measurements during SGP97. Adv Water Resour 26 (2003) 137-149
    • (2003) Adv Water Resour , vol.26 , pp. 137-149
    • Crow, W.T.1    Wood, E.F.2
  • 12
    • 0000223791 scopus 로고
    • Efficient prediction of ground surface temperature and moisture, with inclusion of a layer of vegetation
    • Deardorff J.W. Efficient prediction of ground surface temperature and moisture, with inclusion of a layer of vegetation. J Geophys Res 83 (1978) 1889-1903
    • (1978) J Geophys Res , vol.83 , pp. 1889-1903
    • Deardorff, J.W.1
  • 13
    • 25844461273 scopus 로고    scopus 로고
    • Observation operators for the direct assimilation of TRMM microwave imager retrieved soil moisture
    • 10.1029/2005GL023623
    • Drusch M., Wood E.F., and Gao H. Observation operators for the direct assimilation of TRMM microwave imager retrieved soil moisture. Geophys Res Lett 32 (2005) L15403 10.1029/2005GL023623
    • (2005) Geophys Res Lett , vol.32
    • Drusch, M.1    Wood, E.F.2    Gao, H.3
  • 14
    • 33746082855 scopus 로고    scopus 로고
    • Feasibility test of multifrequency radiometric data assimilation to estimate snow water equivalent
    • Durand M., and Margulis S.A. Feasibility test of multifrequency radiometric data assimilation to estimate snow water equivalent. J Hydrometeorol 7 (2006) 443-457
    • (2006) J Hydrometeorol , vol.7 , pp. 443-457
    • Durand, M.1    Margulis, S.A.2
  • 15
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen G. Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. J Geophys Res 99 (1994) 10143-10162
    • (1994) J Geophys Res , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 17
    • 12344251081 scopus 로고    scopus 로고
    • Using soil moisture and spatial yield patterns to identify subsurface flow pathways
    • Gish T.J., Walthall C.L., Daughtry C.S.T., and Kung K.-J.S. Using soil moisture and spatial yield patterns to identify subsurface flow pathways. J Environ Qual 34 (2005) 274-286
    • (2005) J Environ Qual , vol.34 , pp. 274-286
    • Gish, T.J.1    Walthall, C.L.2    Daughtry, C.S.T.3    Kung, K.-J.S.4
  • 18
    • 68049102935 scopus 로고    scopus 로고
    • Retrieval of an available water-based soil moisture proxy from thermal infrared remote sensing. Part I: methodology and validation
    • Hain C.R., Mecikalski J.R., and Anderson M.C. Retrieval of an available water-based soil moisture proxy from thermal infrared remote sensing. Part I: methodology and validation. J Hydrometeorol 10 (2009) 665-683
    • (2009) J Hydrometeorol , vol.10 , pp. 665-683
    • Hain, C.R.1    Mecikalski, J.R.2    Anderson, M.C.3
  • 20
    • 0002595958 scopus 로고
    • Canopy temperature and crop water stress
    • Jackson R.D. Canopy temperature and crop water stress. Adv Irrig 1 (1982) 43-85
    • (1982) Adv Irrig , vol.1 , pp. 43-85
    • Jackson, R.D.1
  • 22
    • 0027334385 scopus 로고
    • Measuring surface soil moisture using passive microwave remote sensing
    • Jackson III T.J. Measuring surface soil moisture using passive microwave remote sensing. Hydrol Process 7 (1993) 139-152
    • (1993) Hydrol Process , vol.7 , pp. 139-152
    • Jackson III, T.J.1
  • 23
    • 0001137818 scopus 로고    scopus 로고
    • Data assimilation of satellite-derived heating rates as proxy soil wetness data into a regional atmospheric mesoscale model. Part: I: Methodology
    • Jones A.S., Guch I.C., and Von Der Haar T.H. Data assimilation of satellite-derived heating rates as proxy soil wetness data into a regional atmospheric mesoscale model. Part: I: Methodology. Mon Weather Rev 126 (1998) 634-645
    • (1998) Mon Weather Rev , vol.126 , pp. 634-645
    • Jones, A.S.1    Guch, I.C.2    Von Der Haar, T.H.3
  • 24
    • 0032058206 scopus 로고    scopus 로고
    • Combining optical and microwave remote sensing for mapping energy fluxes in a semiarid watershed
    • Kustas W.P., Zhan X., and Schmugge T.J. Combining optical and microwave remote sensing for mapping energy fluxes in a semiarid watershed. Remote Sens Environ 64 (1998) 116-131
    • (1998) Remote Sens Environ , vol.64 , pp. 116-131
    • Kustas, W.P.1    Zhan, X.2    Schmugge, T.J.3
  • 25
    • 0033118304 scopus 로고    scopus 로고
    • Evaluation of soil and vegetation heat flux predictions using a simple two-source model with radiometric temperature for partial canopy cover
    • Kustas W.P., and Norman J.M. Evaluation of soil and vegetation heat flux predictions using a simple two-source model with radiometric temperature for partial canopy cover. Agr Forest Meteorol 94 (1999) 13-29
    • (1999) Agr Forest Meteorol , vol.94 , pp. 13-29
    • Kustas, W.P.1    Norman, J.M.2
  • 26
    • 0034510301 scopus 로고    scopus 로고
    • A simple surface temperature assimilation scheme for use in land surface models
    • Lakshmi V. A simple surface temperature assimilation scheme for use in land surface models. Water Resour Res 36 (2000) 3687-3700
    • (2000) Water Resour Res , vol.36 , pp. 3687-3700
    • Lakshmi, V.1
  • 27
    • 31544433104 scopus 로고    scopus 로고
    • Utility of remote sensing based two-source energy balance model under low and high vegetation cover conditions
    • Li F., Kustas W.P., Prueger J.H., Neale C.M.U., and Jackson T.J. Utility of remote sensing based two-source energy balance model under low and high vegetation cover conditions. J Hydrometeorol 6 (2005) 878-891
    • (2005) J Hydrometeorol , vol.6 , pp. 878-891
    • Li, F.1    Kustas, W.P.2    Prueger, J.H.3    Neale, C.M.U.4    Jackson, T.J.5
  • 28
    • 0036499324 scopus 로고    scopus 로고
    • Estimation of root-zone soil moisture and surface fluxes partitioning using near surface soil moisture measurements
    • Li J., and Islam S. Estimation of root-zone soil moisture and surface fluxes partitioning using near surface soil moisture measurements. J Hydrol 259 (2002) 1-14
    • (2002) J Hydrol , vol.259 , pp. 1-14
    • Li, J.1    Islam, S.2
  • 29
    • 0037001561 scopus 로고    scopus 로고
    • Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 Field Experiment
    • 10.1029/2001WR001114
    • Margulis S.A., McLaughlin D., Entekhabi D., and Dunne S. Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 Field Experiment. Water Resour Res 38 (2002) 1299 10.1029/2001WR001114
    • (2002) Water Resour Res , vol.38 , pp. 1299
    • Margulis, S.A.1    McLaughlin, D.2    Entekhabi, D.3    Dunne, S.4
  • 30
    • 0035698734 scopus 로고    scopus 로고
    • Robust simulation of root-zone soil moisture with assimilation of surface soil moisture data
    • Montaldo N., Albertson J.D., Mancini M., and Kiely G. Robust simulation of root-zone soil moisture with assimilation of surface soil moisture data. Water Resour Res 37 (2001) 2889-2900
    • (2001) Water Resour Res , vol.37 , pp. 2889-2900
    • Montaldo, N.1    Albertson, J.D.2    Mancini, M.3    Kiely, G.4
  • 31
    • 0344326917 scopus 로고    scopus 로고
    • Thermal responses as indicators of biophysical system health and integrity
    • Quattrochi D.A., and Luvall J.C. (Eds), CRC Press, Washington (DC)
    • Moran M.S. Thermal responses as indicators of biophysical system health and integrity. In: Quattrochi D.A., and Luvall J.C. (Eds). Thermal infrared remote sensing in land surface properties (2003), CRC Press, Washington (DC) 257-282
    • (2003) Thermal infrared remote sensing in land surface properties , pp. 257-282
    • Moran, M.S.1
  • 32
    • 0024837527 scopus 로고
    • A simple parameterization of land surface processes in meteorological models
    • Noilhan J., and Planton S. A simple parameterization of land surface processes in meteorological models. Mon Weather Rev 117 (1989) 536-549
    • (1989) Mon Weather Rev , vol.117 , pp. 536-549
    • Noilhan, J.1    Planton, S.2
  • 33
    • 0029515392 scopus 로고
    • A two-source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature
    • Norman J.M., Kustas W.P., and Humes K.S. A two-source approach for estimating soil and vegetation energy fluxes in observations of directional radiometric surface temperature. Agr Forest Meteorol 77 (1995) 263-293
    • (1995) Agr Forest Meteorol , vol.77 , pp. 263-293
    • Norman, J.M.1    Kustas, W.P.2    Humes, K.S.3
  • 34
    • 40649113353 scopus 로고    scopus 로고
    • Assimilation of remotely sensed data for improved latent and sensible heat flux prediction: a comparative synthetic study
    • Pipunic R.C., Walker J.P., and Western A. Assimilation of remotely sensed data for improved latent and sensible heat flux prediction: a comparative synthetic study. Remote Sens Environ 112 (2008) 1295-1305
    • (2008) Remote Sens Environ , vol.112 , pp. 1295-1305
    • Pipunic, R.C.1    Walker, J.P.2    Western, A.3
  • 35
    • 16344377761 scopus 로고    scopus 로고
    • Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model
    • 10.1029/2004GL021700
    • Reichle R.H., and Koster R.D. Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model. Geophys Res Lett 32 (2005) L02404 10.1029/2004GL021700
    • (2005) Geophys Res Lett , vol.32
    • Reichle, R.H.1    Koster, R.D.2
  • 36
    • 0036960475 scopus 로고    scopus 로고
    • Extended vs. ensemble Kalman filtering for land data assimilation
    • Reichle R.H., Walker J.P., Koster R.D., and Houser P.R. Extended vs. ensemble Kalman filtering for land data assimilation. J Hydrometeorol 3 (2002) 728-740
    • (2002) J Hydrometeorol , vol.3 , pp. 728-740
    • Reichle, R.H.1    Walker, J.P.2    Koster, R.D.3    Houser, P.R.4
  • 37
    • 0038606443 scopus 로고    scopus 로고
    • Diurnal covariation in soil heat flux and net radiation
    • Santanello J.A., and Friedl M.A. Diurnal covariation in soil heat flux and net radiation. J Appl Meteorol 42 (2003) 851-862
    • (2003) J Appl Meteorol , vol.42 , pp. 851-862
    • Santanello, J.A.1    Friedl, M.A.2
  • 41
    • 0033230840 scopus 로고    scopus 로고
    • A method for estimating soil moisture from ERS scatterometer and soil data
    • Wagner W., Lemoine G., and Rott H. A method for estimating soil moisture from ERS scatterometer and soil data. Remote Sens Environ 70 (1999) 191-207
    • (1999) Remote Sens Environ , vol.70 , pp. 191-207
    • Wagner, W.1    Lemoine, G.2    Rott, H.3
  • 42
    • 0035539590 scopus 로고    scopus 로고
    • One-dimensional soil moisture profile retrieval by assimilation of near-surface measurements: a simplified soil moisture model and field application
    • Walker J.P., Willgoose G.R., and Kalma J.D. One-dimensional soil moisture profile retrieval by assimilation of near-surface measurements: a simplified soil moisture model and field application. J Hydrometeorol 2 (1999) 356-373
    • (1999) J Hydrometeorol , vol.2 , pp. 356-373
    • Walker, J.P.1    Willgoose, G.R.2    Kalma, J.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.