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Volumn 220, Issue 18, 2009, Pages 2121-2136

Optimization of ecosystem model parameters using spatio-temporal soil moisture information

Author keywords

Ensemble Kalman Filter; Parameter optimizing; Remote sensing; Soil moisture

Indexed keywords

BOREAL ECOSYSTEMS; DATA ASSIMILATION; ECOSYSTEM MODEL; ENSEMBLE KALMAN FILTER; FIELD MEASUREMENT; IN-PROCESS; KEY PARAMETERS; MODEL PARAMETERS; MODEL PREDICTION; NORTHWEST CHINA; OPTIMIZED PARAMETER; PARAMETER OPTIMIZATION; PARAMETER OPTIMIZING; REMOTE SENSING MODELS; SEMIARID AREA; SPATIAL AND TEMPORAL VARIATION; SPATIAL DISTRIBUTION; SPATIAL MODELS; SPATIO-TEMPORAL; SURFACE SOIL MOISTURE; TERRESTRIAL ECOSYSTEMS; TWO STAGE; UPDATED MODEL; VARIANT MODELS; WATER FLUX;

EID: 68349131507     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2009.04.042     Document Type: Article
Times cited : (19)

References (77)
  • 1
    • 0036628263 scopus 로고    scopus 로고
    • Modeling vegetation as a dynamic component in soil-vegetation-atmosphere transfer schemes and hydrological models
    • Arora V.K. Modeling vegetation as a dynamic component in soil-vegetation-atmosphere transfer schemes and hydrological models. Rev. Geophys. 40 2 (2002) 1006
    • (2002) Rev. Geophys. , vol.40 , Issue.2 , pp. 1006
    • Arora, V.K.1
  • 2
    • 0042884061 scopus 로고    scopus 로고
    • Methods and examples for remote sensing data assimilation in land surface process modeling
    • Bach H., and Mauser W. Methods and examples for remote sensing data assimilation in land surface process modeling. IEEE Trans. Geosci. Remote Sens. 41 7 (2003) 1629-1637
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.7 , pp. 1629-1637
    • Bach, H.1    Mauser, W.2
  • 3
    • 0027962940 scopus 로고
    • Stomatal responses to changing irradiance in Phaseolus vulgaris L.
    • Barradas V.L., Jones H.G., and Clark J.A. Stomatal responses to changing irradiance in Phaseolus vulgaris L. J. Exp. Bot. 45 (1994) 931-936
    • (1994) J. Exp. Bot. , vol.45 , pp. 931-936
    • Barradas, V.L.1    Jones, H.G.2    Clark, J.A.3
  • 4
    • 13944249176 scopus 로고    scopus 로고
    • Estimating diurnal to annual ecosystem parameters by synthesis of a carbon flux model with eddy covariance net ecosystem exchange observations
    • Braswell B.H., Sacks W.J., Linder E., and Schimel D.S. Estimating diurnal to annual ecosystem parameters by synthesis of a carbon flux model with eddy covariance net ecosystem exchange observations. Global Change Biol. 11 (2005) 335-355
    • (2005) Global Change Biol. , vol.11 , pp. 335-355
    • Braswell, B.H.1    Sacks, W.J.2    Linder, E.3    Schimel, D.S.4
  • 6
    • 34548170660 scopus 로고    scopus 로고
    • Remote sensing-based ecosystem-atmosphere simulation scheme (EASS)-model formulation and test with multiple-year data
    • Chen B., Chen J.M., and Ju W. Remote sensing-based ecosystem-atmosphere simulation scheme (EASS)-model formulation and test with multiple-year data. Ecol. Model. (2007) 277-300
    • (2007) Ecol. Model. , pp. 277-300
    • Chen, B.1    Chen, J.M.2    Ju, W.3
  • 7
    • 0033552660 scopus 로고    scopus 로고
    • Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications
    • Chen J.M., Liu J., Cihlar J., and Coulden M.L. Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications. Ecol. Model. 124 (1999) 99-119
    • (1999) Ecol. Model. , vol.124 , pp. 99-119
    • Chen, J.M.1    Liu, J.2    Cihlar, J.3    Coulden, M.L.4
  • 8
    • 15944424331 scopus 로고    scopus 로고
    • Distributed hydrological model for mapping evapotranspiration using remote sensing inputs
    • Chen J.M., Chen X., Ju W., and Geng X. Distributed hydrological model for mapping evapotranspiration using remote sensing inputs. J. Hydrol. 305 (2005) 15-39
    • (2005) J. Hydrol. , vol.305 , pp. 15-39
    • Chen, J.M.1    Chen, X.2    Ju, W.3    Geng, X.4
  • 11
    • 39849111510 scopus 로고    scopus 로고
    • On soil moisture-vegetation feedbacks and their possible effects on the dynamics of dryland ecosystems
    • doi:10.1029/2006JG000379
    • D'Odorico, P., Caylor, K., Okin, G.S., Scanlon, T.M., 2007. On soil moisture-vegetation feedbacks and their possible effects on the dynamics of dryland ecosystems. J. Geophys. Res. 112, G04010, doi:10.1029/2006JG000379.
    • (2007) J. Geophys. Res , vol.112
    • D'Odorico, P.1    Caylor, K.2    Okin, G.S.3    Scanlon, T.M.4
  • 12
    • 0842280805 scopus 로고    scopus 로고
    • Comparison of CERES WOFOST and SWAP models in simulating soil water content during growing season under different soil conditions
    • Eitzinger J., Trnka M., Hösch J., Žalud Z., and Dubrovský M. Comparison of CERES WOFOST and SWAP models in simulating soil water content during growing season under different soil conditions. Ecol. Model. 171 (2004) 223-246
    • (2004) Ecol. Model. , vol.171 , pp. 223-246
    • Eitzinger, J.1    Trnka, M.2    Hösch, J.3    Žalud, Z.4    Dubrovský, M.5
  • 13
    • 34248343085 scopus 로고    scopus 로고
    • Daily and seasonal variation of water relationship in sugar apple (Annona squamosa L.) under different irrigation regimes at semi-arid Brazil
    • Endres L. Daily and seasonal variation of water relationship in sugar apple (Annona squamosa L.) under different irrigation regimes at semi-arid Brazil. SCI Hortic-Amsterdam. 113 (2007) 149-154
    • (2007) SCI Hortic-Amsterdam. , vol.113 , pp. 149-154
    • Endres, L.1
  • 14
    • 0028403705 scopus 로고
    • Solving the inverse problem for soil moisture and temperature profiles by sequential assimilation of multifrequency remotely sensed observations
    • Entekhabi D., Nakamura H., and Njoku E.G. Solving the inverse problem for soil moisture and temperature profiles by sequential assimilation of multifrequency remotely sensed observations. IEEE Trans. Geosci. Remote Sens. 32 (1994) 438-448
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 438-448
    • Entekhabi, D.1    Nakamura, H.2    Njoku, E.G.3
  • 15
    • 0028193070 scopus 로고
    • Sequential data assimilation with a non-linear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen G. Sequential data assimilation with a non-linear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. J. Geophys. Res. 99 C5 (1994) 10143-10162
    • (1994) J. Geophys. Res. , vol.99 , Issue.C5 , pp. 10143-10162
    • Evensen, G.1
  • 16
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: theoretical formulation and practical implementation
    • Evensen G. The ensemble Kalman filter: theoretical formulation and practical implementation. Ocean Dyn. 53 (2003) 343-367
    • (2003) Ocean Dyn. , vol.53 , pp. 343-367
    • Evensen, G.1
  • 17
    • 0035064516 scopus 로고    scopus 로고
    • Estimating maximum mean canopy stomatal conductance for use in models
    • Ewers B.E., Oren R., Johnsen K.H., and Landsberg J.J. Estimating maximum mean canopy stomatal conductance for use in models. Can. J. For. Res. 31 (2001) 198-207
    • (2001) Can. J. For. Res. , vol.31 , pp. 198-207
    • Ewers, B.E.1    Oren, R.2    Johnsen, K.H.3    Landsberg, J.J.4
  • 18
    • 34548837495 scopus 로고    scopus 로고
    • Net primary productivity of China's terrestrial ecosystems from a process model driven by remote sensing
    • Feng X., Liu G., Chen J.M., Chen M., Liu J., Ju W.M., Sun R., and Zhou W. Net primary productivity of China's terrestrial ecosystems from a process model driven by remote sensing. J. Environ. Manage. 85 (2007) 563-573
    • (2007) J. Environ. Manage. , vol.85 , pp. 563-573
    • Feng, X.1    Liu, G.2    Chen, J.M.3    Chen, M.4    Liu, J.5    Ju, W.M.6    Sun, R.7    Zhou, W.8
  • 19
    • 43049164281 scopus 로고    scopus 로고
    • Effect of a coupled soil water-plant gas exchange on forest energy fluxes: simulations with the coupled vegetation-boundary layer model HIRVAC
    • Fischer B., Goldberg V., and Bernhofer C. Effect of a coupled soil water-plant gas exchange on forest energy fluxes: simulations with the coupled vegetation-boundary layer model HIRVAC. Ecol. Model. 241 (2008) 75-82
    • (2008) Ecol. Model. , vol.241 , pp. 75-82
    • Fischer, B.1    Goldberg, V.2    Bernhofer, C.3
  • 20
    • 0000070813 scopus 로고
    • Vertical root distributions of northern tree species in relation to successional status
    • Gale M.R., and Grigal D.F. Vertical root distributions of northern tree species in relation to successional status. Can. J. Forest Res. 17 (1987) 829-834
    • (1987) Can. J. Forest Res. , vol.17 , pp. 829-834
    • Gale, M.R.1    Grigal, D.F.2
  • 21
    • 34249815205 scopus 로고    scopus 로고
    • Modified perpendicular drought index (MPDI): a real-time drought monitoring method
    • Ghulam A., Qin Q., Teyip T., and Li Z.L. Modified perpendicular drought index (MPDI): a real-time drought monitoring method. ISPRS J. Photogramm. 62 (2007) 150-164
    • (2007) ISPRS J. Photogramm. , vol.62 , pp. 150-164
    • Ghulam, A.1    Qin, Q.2    Teyip, T.3    Li, Z.L.4
  • 22
    • 34548808785 scopus 로고    scopus 로고
    • A method for canopy water content estimation for highly vegetated surfaces-shortwave infrared perpendicular water stress index.
    • Ghulam A., Li Z.L., Qin Q., Tong Q., Wang J., Alimujiang K., and Lin Z. A method for canopy water content estimation for highly vegetated surfaces-shortwave infrared perpendicular water stress index. Sci. China, Ser. D 50 9 (2007) 1359-1368
    • (2007) Sci. China, Ser. D , vol.50 , Issue.9 , pp. 1359-1368
    • Ghulam, A.1    Li, Z.L.2    Qin, Q.3    Tong, Q.4    Wang, J.5    Alimujiang, K.6    Lin, Z.7
  • 23
    • 34248364020 scopus 로고    scopus 로고
    • Designing of the perpendicular drought index
    • Ghulam A., Qin Q., and Zhan Z. Designing of the perpendicular drought index. Environ. Geol. 52 6 (2007) 1045-1052
    • (2007) Environ. Geol. , vol.52 , Issue.6 , pp. 1045-1052
    • Ghulam, A.1    Qin, Q.2    Zhan, Z.3
  • 24
  • 25
    • 0031246205 scopus 로고    scopus 로고
    • A verification of the "triangle" method for obtaining surface soil water content and energy fluxes from remote measurements of the Normalized Difference Vegetation Index (NDVI) and surface radiant temperature
    • Gillies R.P. A verification of the "triangle" method for obtaining surface soil water content and energy fluxes from remote measurements of the Normalized Difference Vegetation Index (NDVI) and surface radiant temperature. Int. J. Remote Sens. 18 15 (1997) 3145-3166
    • (1997) Int. J. Remote Sens. , vol.18 , Issue.15 , pp. 3145-3166
    • Gillies, R.P.1
  • 26
    • 27744494106 scopus 로고    scopus 로고
    • Accounting for the error due to unresolved scales in ensemble data assimilation: a comparison of different approaches
    • Hamill T.M., and Whitaker J.S. Accounting for the error due to unresolved scales in ensemble data assimilation: a comparison of different approaches. Monthly Weather Rev. 133 (2005) 3132-3147
    • (2005) Monthly Weather Rev. , vol.133 , pp. 3132-3147
    • Hamill, T.M.1    Whitaker, J.S.2
  • 28
    • 0141570723 scopus 로고    scopus 로고
    • Assimilation of surface soil moisture to estimate profile soil water content
    • Heathman G.C., Starks P.J., Ahuja L.R., and Jackson T.J. Assimilation of surface soil moisture to estimate profile soil water content. J. Hydrol. 279 (2003) 1-17
    • (2003) J. Hydrol. , vol.279 , pp. 1-17
    • Heathman, G.C.1    Starks, P.J.2    Ahuja, L.R.3    Jackson, T.J.4
  • 29
    • 0033820573 scopus 로고    scopus 로고
    • Assimilation of active microwave observation data for soil moisture profile estimation
    • Hoeben R., and Troch P.A. Assimilation of active microwave observation data for soil moisture profile estimation. Water Resour. Res. 36 (2000) 2805-2819
    • (2000) Water Resour. Res. , vol.36 , pp. 2805-2819
    • Hoeben, R.1    Troch, P.A.2
  • 31
    • 40649129474 scopus 로고    scopus 로고
    • Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter
    • Huang C., Li X., and Lu L. Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter. Remote Sens. Environ. 112 (2008) 1320-1336
    • (2008) Remote Sens. Environ. , vol.112 , pp. 1320-1336
    • Huang, C.1    Li, X.2    Lu, L.3
  • 33
    • 0000965055 scopus 로고
    • Stomatal control of transpiration and photosynthesis
    • Jarvis P.G., and Mansfield III T.A. (Eds), Cambridge University Press, New York
    • Jarvis P.G., and Morison J.I.L. Stomatal control of transpiration and photosynthesis. In: Jarvis P.G., and Mansfield III T.A. (Eds). Stomatal Physiology (1981), Cambridge University Press, New York 247-279
    • (1981) Stomatal Physiology , pp. 247-279
    • Jarvis, P.G.1    Morison, J.I.L.2
  • 34
    • 33845197557 scopus 로고    scopus 로고
    • Modelling multi-year coupled carbon and water fluxes in a boreal aspen forest
    • Ju W., Chen J.M., Black T.A., et al. Modelling multi-year coupled carbon and water fluxes in a boreal aspen forest. Agric. For. Meteor. 140 (2006) 136-151
    • (2006) Agric. For. Meteor. , vol.140 , pp. 136-151
    • Ju, W.1    Chen, J.M.2    Black, T.A.3
  • 35
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problem
    • Kalman R.E. A new approach to linear filtering and prediction problem. Trans. ASME, Ser. D, J. Basic Eng. 82 (1960) 34-45
    • (1960) Trans. ASME, Ser. D, J. Basic Eng. , vol.82 , pp. 34-45
    • Kalman, R.E.1
  • 36
    • 0003454548 scopus 로고
    • Klute A. (Ed), American Society of Agronomy, Madison, WI
    • In: Klute A. (Ed). Methods of Soil Analysis, Part 1. 2nd edition (1986), American Society of Agronomy, Madison, WI
    • (1986) Methods of Soil Analysis, Part 1. 2nd edition
  • 37
    • 0028833901 scopus 로고
    • Application of vegetation index and brightness temperature for drought detection
    • Kogan F.N. Application of vegetation index and brightness temperature for drought detection. Adv. Space Res. 15 (1995) 91-100
    • (1995) Adv. Space Res. , vol.15 , pp. 91-100
    • Kogan, F.N.1
  • 38
    • 0000992867 scopus 로고
    • Estimating profile soil moisture from surface layer measurements-a review
    • Kostov K.G., and Jackson T.J. Estimating profile soil moisture from surface layer measurements-a review. Ground Sens. 1941 (1993) 125-136
    • (1993) Ground Sens. , vol.1941 , pp. 125-136
    • Kostov, K.G.1    Jackson, T.J.2
  • 39
    • 1242299020 scopus 로고    scopus 로고
    • A data assimilation technique applied to estimate parameters for the NEMURO marine ecosystem model
    • Kuroda H., and Kishi M.J. A data assimilation technique applied to estimate parameters for the NEMURO marine ecosystem model. Ecol. Model. 172 (2004) 69-85
    • (2004) Ecol. Model. , vol.172 , pp. 69-85
    • Kuroda, H.1    Kishi, M.J.2
  • 40
    • 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
  • 41
    • 0031278035 scopus 로고    scopus 로고
    • A processed based boreal ecosystem productivity simulator using remote sensing inputs
    • Liu J., Chen J.M., Cihlar J., and Park W.M. A processed based boreal ecosystem productivity simulator using remote sensing inputs. Remote Sens. Environ. 62 (1997) 158-175
    • (1997) Remote Sens. Environ. , vol.62 , pp. 158-175
    • Liu, J.1    Chen, J.M.2    Cihlar, J.3    Park, W.M.4
  • 42
    • 17144453335 scopus 로고    scopus 로고
    • Mapping evapotranspiration based on remote sensing: an application to Canada's landmass
    • Liu J., Chen J.M., and Cihlar J. Mapping evapotranspiration based on remote sensing: an application to Canada's landmass. Water Resour. Res. 39 (2003) 1189
    • (2003) Water Resour. Res. , vol.39 , pp. 1189
    • Liu, J.1    Chen, J.M.2    Cihlar, J.3
  • 43
    • 68349128269 scopus 로고    scopus 로고
    • A brief tutorial on the Ensemble Kalman Filter
    • No. 242
    • Mandel, J., 2007. A brief tutorial on the Ensemble Kalman Filter, UCDHSC/CCM report No. 242.
    • (2007) UCDHSC/CCM report
    • Mandel, J.1
  • 44
    • 43749117939 scopus 로고    scopus 로고
    • Diurnal and seasonal variation in bulk stomatal conductance of the rice canopy and its dependence on developmental stage
    • Maruyama A., and Kuwagata T. Diurnal and seasonal variation in bulk stomatal conductance of the rice canopy and its dependence on developmental stage. Agric. For. Meteorol. 148 (2008) 1161-1173
    • (2008) Agric. For. Meteorol. , vol.148 , pp. 1161-1173
    • Maruyama, A.1    Kuwagata, T.2
  • 45
    • 33746054562 scopus 로고    scopus 로고
    • Computational issues for large scale land surface data assimilation problems
    • McLaughlin D., Zhou Y.H., Entekhabi D., and Chatdarong V. Computational issues for large scale land surface data assimilation problems. J. Hydrometeorol. 7 3 (2006) 494-510
    • (2006) J. Hydrometeorol. , vol.7 , Issue.3 , pp. 494-510
    • McLaughlin, D.1    Zhou, Y.H.2    Entekhabi, D.3    Chatdarong, V.4
  • 46
    • 0032124381 scopus 로고    scopus 로고
    • The current and potential operational uses of remote sensing to aid decisions on drought exceptional circumstances in Australia: a review
    • Mcvicar T.R., and Jupp D.L.B. The current and potential operational uses of remote sensing to aid decisions on drought exceptional circumstances in Australia: a review. Agr. Syst. 57 3 (1998) 399-468
    • (1998) Agr. Syst. , vol.57 , Issue.3 , pp. 399-468
    • Mcvicar, T.R.1    Jupp, D.L.B.2
  • 47
    • 0002659467 scopus 로고    scopus 로고
    • Evaluation of simple statistical criteria to qualify a simulation
    • Mesple F., Troussellier M., Casellas C., and Legendre P. Evaluation of simple statistical criteria to qualify a simulation. Ecol. Model. 88 (1996) 9-18
    • (1996) Ecol. Model. , vol.88 , pp. 9-18
    • Mesple, F.1    Troussellier, M.2    Casellas, C.3    Legendre, P.4
  • 48
    • 0036853557 scopus 로고    scopus 로고
    • Ensemble size, balance, and model-error representation in an Ensemble Kalman Filter
    • Mitchell H., and Houtekamer P.L. Ensemble size, balance, and model-error representation in an Ensemble Kalman Filter. Monthly Weather Rev. 130 (2002) 2791-2808
    • (2002) Monthly Weather Rev. , vol.130 , pp. 2791-2808
    • Mitchell, H.1    Houtekamer, P.L.2
  • 49
    • 48149090254 scopus 로고    scopus 로고
    • Optimization of ecosystem model parameters through assimilating eddy covariance flux data with an Ensemble Kalman Filter
    • Mo X., Chen J.M., Ju W., and Andrew Black T. Optimization of ecosystem model parameters through assimilating eddy covariance flux data with an Ensemble Kalman Filter. Ecol. Model. 217 (2008) 157-173
    • (2008) Ecol. Model. , vol.217 , pp. 157-173
    • Mo, X.1    Chen, J.M.2    Ju, W.3    Andrew Black, T.4
  • 50
  • 52
    • 44649147780 scopus 로고    scopus 로고
    • Hydrologic remote sensing and land surface data assimilation
    • Moradkhani H. Hydrologic remote sensing and land surface data assimilation. Sensors 8 (2008) 2986-3004
    • (2008) Sensors , vol.8 , pp. 2986-3004
    • Moradkhani, H.1
  • 53
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. 1. A discussion of principles
    • Nash J.E., and Sutcliffe J.V. River flow forecasting through conceptual models. 1. A discussion of principles. J. Hydrol. 10 (1970) 282-290
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 54
    • 34548435685 scopus 로고    scopus 로고
    • Application of an interacting particle filter to improve nitrogen nutrition index predictions for winter wheat
    • Naud C., Makowski D., and Jeuffroy M. Application of an interacting particle filter to improve nitrogen nutrition index predictions for winter wheat. Ecol. Model. 207 (2007) 251-263
    • (2007) Ecol. Model. , vol.207 , pp. 251-263
    • Naud, C.1    Makowski, D.2    Jeuffroy, M.3
  • 55
    • 0032730949 scopus 로고    scopus 로고
    • Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz
    • Njoku E.G., and Li L. Retrieval of land surface parameters using passive microwave measurements at 6-18 GHz. IEEE Trans. Geosci. Remote Sens. 37 (1999) 79-93
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , pp. 79-93
    • Njoku, E.G.1    Li, L.2
  • 56
    • 33746087111 scopus 로고    scopus 로고
    • Data assimilation for estimating the terrestrial water budget using a constrained Ensemble Kalman Filter
    • Pan M., and Wood E.F. Data assimilation for estimating the terrestrial water budget using a constrained Ensemble Kalman Filter. J. Hydrometeorol. 7 (2006) 534-547
    • (2006) J. Hydrometeorol. , vol.7 , pp. 534-547
    • Pan, M.1    Wood, E.F.2
  • 57
    • 48949115072 scopus 로고    scopus 로고
    • How to evaluate models: Observed vs. predicted or predicted vs. observed?
    • Piñeiro G., Perelman S., Guerschman J.P., and Paruelo J.M. How to evaluate models: Observed vs. predicted or predicted vs. observed?. Ecol. Model. 216 (2008) 316-322
    • (2008) Ecol. Model. , vol.216 , pp. 316-322
    • Piñeiro, G.1    Perelman, S.2    Guerschman, J.P.3    Paruelo, J.M.4
  • 58
    • 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
  • 59
    • 0022267530 scopus 로고
    • On the analysis of thermal infrared imagery: the limited utility of apparent thermal inertia
    • Price J.C. On the analysis of thermal infrared imagery: the limited utility of apparent thermal inertia. Remote Sens. Environ. 18 (1985) 59-73
    • (1985) Remote Sens. Environ. , vol.18 , pp. 59-73
    • Price, J.C.1
  • 61
    • 0036322061 scopus 로고    scopus 로고
    • Hydrologic data assimilation with the ensemble Kalman filter
    • Reichle R.H., McLaughlin D.B., and Entekhabi D. Hydrologic data assimilation with the ensemble Kalman filter. Monthly Weather Rev. 130 (2002) 103-114
    • (2002) Monthly Weather Rev. , vol.130 , pp. 103-114
    • Reichle, R.H.1    McLaughlin, D.B.2    Entekhabi, D.3
  • 62
    • 0036960475 scopus 로고    scopus 로고
    • Extended versus Ensemble Kalman Filtering for land data assimilation
    • Reichle R.H., Walker J.P., Koster R.D., and Houser P.R. Extended versus Ensemble Kalman Filtering for land data assimilation. J. Hydromet. 3 (2002) 728-740
    • (2002) J. Hydromet. , vol.3 , pp. 728-740
    • Reichle, R.H.1    Walker, J.P.2    Koster, R.D.3    Houser, P.R.4
  • 63
    • 34347350321 scopus 로고    scopus 로고
    • Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR-E) and the Scanning Multichannel Microwave Radiometer (SSMR)
    • Reichle R.H., Koster R.D., Liu P., Mahanama S.P.P., Njoku E.G., and Owe M. Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR-E) and the Scanning Multichannel Microwave Radiometer (SSMR). J. Geophys. Res. 112 (2007) D09108
    • (2007) J. Geophys. Res. , vol.112
    • Reichle, R.H.1    Koster, R.D.2    Liu, P.3    Mahanama, S.P.P.4    Njoku, E.G.5    Owe, M.6
  • 65
  • 67
    • 0036148893 scopus 로고    scopus 로고
    • A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status
    • Sandholt I., Rasmussen K., and Andersen J. A simple interpretation of the surface temperature/vegetation index space for assessment of surface moisture status. Remote Sens. Environ. 79 (2002) 213-224
    • (2002) Remote Sens. Environ. , vol.79 , pp. 213-224
    • Sandholt, I.1    Rasmussen, K.2    Andersen, J.3
  • 69
    • 0344117624 scopus 로고    scopus 로고
    • On the validation of a coupled water and energy balance model at small catchment scales
    • Silberstein R.P., Sivapalan M., and Wyllie A. On the validation of a coupled water and energy balance model at small catchment scales. J. Hydrol. 220 (1999) 149-168
    • (1999) J. Hydrol. , vol.220 , pp. 149-168
    • Silberstein, R.P.1    Sivapalan, M.2    Wyllie, A.3
  • 70
    • 0030740528 scopus 로고    scopus 로고
    • The role of abscisic acid and water relations in drought responses of subterranean clover
    • Socias F.X., Correia M.J., Chaves M.M., and Metrano H. The role of abscisic acid and water relations in drought responses of subterranean clover. J. Exp. Bot. 48 (1997) 1281-1288
    • (1997) J. Exp. Bot. , vol.48 , pp. 1281-1288
    • Socias, F.X.1    Correia, M.J.2    Chaves, M.M.3    Metrano, H.4
  • 71
    • 0018907660 scopus 로고
    • Electromagnetic determination of soil water content: measurements in coaxial transmission lines
    • Topp G.C., Davis J.L., and Annan A.P. Electromagnetic determination of soil water content: measurements in coaxial transmission lines. Water Resour. Res. 16 3 (1980) 574-582
    • (1980) Water Resour. Res. , vol.16 , Issue.3 , pp. 574-582
    • Topp, G.C.1    Davis, J.L.2    Annan, A.P.3
  • 72
    • 0001648891 scopus 로고    scopus 로고
    • Modelling plant and soil water dynamics in semi-arid ecosystems with limited site data
    • Walker B.H., and Langridge J.L. Modelling plant and soil water dynamics in semi-arid ecosystems with limited site data. Ecol. Model. 87 (2006) 153-167
    • (2006) Ecol. Model. , vol.87 , pp. 153-167
    • Walker, B.H.1    Langridge, J.L.2
  • 73
    • 33750368306 scopus 로고    scopus 로고
    • Particle filtering and Ensemble Kalman Filtering for state updating with hydrological conceptual rainfall-runoff models
    • Weerts A.H., and El Serafy G.Y.H. Particle filtering and Ensemble Kalman Filtering for state updating with hydrological conceptual rainfall-runoff models. Water Resour. Res. 42 9 (2006) W09403
    • (2006) Water Resour. Res. , vol.42 , Issue.9
    • Weerts, A.H.1    El Serafy, G.Y.H.2
  • 74
    • 33847108515 scopus 로고    scopus 로고
    • Nir-Red spectral space based new method for soil moisture monitoring.
    • Zhan Z., Qin Q., Ghulam A., and Wang D. Nir-Red spectral space based new method for soil moisture monitoring. Sci. China, Ser. D 50 2 (2007) 283-289
    • (2007) Sci. China, Ser. D , vol.50 , Issue.2 , pp. 283-289
    • Zhan, Z.1    Qin, Q.2    Ghulam, A.3    Wang, D.4
  • 75
    • 2442717392 scopus 로고    scopus 로고
    • Impacts of initial estimate and observation availability on convective-scale data assimilation with an Ensemble Kalman Filter
    • Zhang F. Impacts of initial estimate and observation availability on convective-scale data assimilation with an Ensemble Kalman Filter. Monthly Weather Rev. 132 (2004) 1238-1253
    • (2004) Monthly Weather Rev. , vol.132 , pp. 1238-1253
    • Zhang, F.1
  • 76
    • 21344453029 scopus 로고    scopus 로고
    • An adjoint data assimilation approach for estimating parameters in a three-dimensional ecosystem model
    • Zhao L., Wei H., Xu Y., and Feng S. An adjoint data assimilation approach for estimating parameters in a three-dimensional ecosystem model. Ecol. Model. 186 (2005) 234-249
    • (2005) Ecol. Model. , vol.186 , pp. 234-249
    • Zhao, L.1    Wei, H.2    Xu, Y.3    Feng, S.4
  • 77
    • 33747775838 scopus 로고    scopus 로고
    • Assessing the performance of the Ensemble Kalman Filter for land surface data assimilation
    • Zhou Y., McLaughlin A., and Entekhabi D. Assessing the performance of the Ensemble Kalman Filter for land surface data assimilation. Monthly Weather Rev. 134 (2006) 2128-2142
    • (2006) Monthly Weather Rev. , vol.134 , pp. 2128-2142
    • Zhou, Y.1    McLaughlin, A.2    Entekhabi, D.3


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