메뉴 건너뛰기




Volumn 10, Issue 10, 2011, Pages 1595-1602

Assimilation of remote sensing and crop model for LAI estimation based on ensemble kaiman filter

Author keywords

Assimilation; Crop model; Ensemble Kaiman Filter algorithm; Leaf area index

Indexed keywords

CERES; TRITICUM AESTIVUM;

EID: 80054912956     PISSN: 16712927     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1671-2927(11)60156-9     Document Type: Article
Times cited : (32)

References (30)
  • 1
    • 0020188932 scopus 로고
    • Structural properties and structure estimation of vector difference equations
    • Boker J, Keviczky L Structural properties and structure estimation of vector difference equations. International Journal of Control 1982, 36:461-476.
    • (1982) International Journal of Control , vol.36 , pp. 461-476
    • Boker, J.1    Keviczky, L.2
  • 2
    • 80054878102 scopus 로고
    • CERES crop model in the USA and its application
    • (in Chinese)
    • Cao YH CERES crop model in the USA and its application. World Agriculture 1991, 9:123-145. (in Chinese).
    • (1991) World Agriculture , vol.9 , pp. 123-145
    • Cao, Y.H.1
  • 3
    • 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 WT, Wood EF 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. Advances in Water Resources 2003, 6:137-149.
    • (2003) Advances in Water Resources , vol.6 , pp. 137-149
    • Crow, W.T.1    Wood, E.F.2
  • 4
    • 85040897227 scopus 로고
    • Cambridge University Press, New York, USA
    • Daley R Atmospheric Data Analysis 1991, Cambridge University Press, New York, USA.
    • (1991) Atmospheric Data Analysis
    • Daley, R.1
  • 5
    • 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. Journal of Geophysical Research 1994, 99:10143-10162.
    • (1994) Journal of Geophysical Research , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 6
    • 0031443579 scopus 로고    scopus 로고
    • Coupling satellite data with vegetation functional models: review of different approaches and perspectives suggested by the assimilation strategy
    • Fischer A, Kergoat L, Dedieu G Coupling satellite data with vegetation functional models: review of different approaches and perspectives suggested by the assimilation strategy. Remote Sensing Reviews 1997, 15:283-303.
    • (1997) Remote Sensing Reviews , vol.15 , pp. 283-303
    • Fischer, A.1    Kergoat, L.2    Dedieu, G.3
  • 7
    • 0010227871 scopus 로고    scopus 로고
    • Satellite data for monitoring, understanding and modeling of ecosystem functioning in global change
    • Cambridge University Press, New York, B.H. Walker, W.L. Steffen (Eds.)
    • Fischer A, Louahala S, Maisongrande P, Kergoat L, Dedieu G Satellite data for monitoring, understanding and modeling of ecosystem functioning in global change. Global Change and Terrestrial Ecosystems 1996, 566-591. Cambridge University Press, New York. B.H. Walker, W.L. Steffen (Eds.).
    • (1996) Global Change and Terrestrial Ecosystems , pp. 566-591
    • Fischer, A.1    Louahala, S.2    Maisongrande, P.3    Kergoat, L.4    Dedieu, G.5
  • 8
    • 0344699380 scopus 로고    scopus 로고
    • Calibration of the SUCROS emergence and early growth module for sugar beet using optical remote sensing data assimilation
    • Guerif M, Duke CL Calibration of the SUCROS emergence and early growth module for sugar beet using optical remote sensing data assimilation. European Journal of Agronomy 1998, 9:127-136.
    • (1998) European Journal of Agronomy , vol.9 , pp. 127-136
    • Guerif, M.1    Duke, C.L.2
  • 9
    • 33846841622 scopus 로고    scopus 로고
    • Land surface data assimilation system research review
    • (in Chinese)
    • Huang CL, Li X Land surface data assimilation system research review. Remote Sensing Technology and Application 2004, 5:424-430. (in Chinese).
    • (2004) Remote Sensing Technology and Application , vol.5 , pp. 424-430
    • Huang, C.L.1    Li, X.2
  • 10
    • 26444502557 scopus 로고    scopus 로고
    • Assimilating remote sensing data into a crop model to improve predictive performance for spatial applications
    • Launay M, Guerif M Assimilating remote sensing data into a crop model to improve predictive performance for spatial applications. Agriculture, Ecosystems and Environment 2005, 111:321-339.
    • (2005) Agriculture, Ecosystems and Environment , vol.111 , pp. 321-339
    • Launay, M.1    Guerif, M.2
  • 11
    • 0000261492 scopus 로고    scopus 로고
    • Data assimilation and inverse methods in terms of a probabilistic formulation
    • van Leeuwen PJ, Evensen G Data assimilation and inverse methods in terms of a probabilistic formulation. Monthly Weather Review 1996, 124:2898-2913.
    • (1996) Monthly Weather Review , vol.124 , pp. 2898-2913
    • van Leeuwen, P.J.1    Evensen, G.2
  • 12
    • 57949101822 scopus 로고    scopus 로고
    • Methods for integration of remote sensing data and crop model and their prospects in agricultural application
    • (in Chinese)
    • Li CJ, Wang JH, Wang X, Liu F, Li R Methods for integration of remote sensing data and crop model and their prospects in agricultural application. Transactions of the Chinese Society of Agricultural Engineering 2008, 24:295-301. (in Chinese).
    • (2008) Transactions of the Chinese Society of Agricultural Engineering , vol.24 , pp. 295-301
    • Li, C.J.1    Wang, J.H.2    Wang, X.3    Liu, F.4    Li, R.5
  • 14
    • 33846782241 scopus 로고    scopus 로고
    • Data assimilation-An integrated multi-source spatial data of new ideas
    • (in Chinese)
    • Li X, Huang CL Data assimilation-An integrated multi-source spatial data of new ideas. Science & Technology Review 2004, 12:13-16. (in Chinese).
    • (2004) Science & Technology Review , vol.12 , pp. 13-16
    • Li, X.1    Huang, C.L.2
  • 15
    • 1842784616 scopus 로고    scopus 로고
    • A very fast simulated reannealing (VFSA) approach for land and data assimilation
    • Li X, Koike T, Pathmathevan M A very fast simulated reannealing (VFSA) approach for land and data assimilation. Computer & Geosciences 2004, 30:239-248.
    • (2004) Computer & Geosciences , vol.30 , pp. 239-248
    • Li, X.1    Koike, T.2    Pathmathevan, M.3
  • 16
    • 80054907498 scopus 로고    scopus 로고
    • Research progress area of crop simulation model using remote sensing technology application
    • (in Chinese)
    • Ma YP, Wang SL Research progress area of crop simulation model using remote sensing technology application. Chinese Journal of Applied Ecology 2004, 5:165-171. (in Chinese).
    • (2004) Chinese Journal of Applied Ecology , vol.5 , pp. 165-171
    • Ma, Y.P.1    Wang, S.L.2
  • 17
    • 33747343884 scopus 로고    scopus 로고
    • Use of remotely sensed information in agricultural crop growth models
    • 268
    • Maas SJ Use of remotely sensed information in agricultural crop growth models. Ecological Modeling 1998, 41:274. 268.
    • (1998) Ecological Modeling , vol.41 , pp. 274
    • Maas, S.J.1
  • 18
    • 34447319662 scopus 로고    scopus 로고
    • A physics-based statistical algorithm for retrieving land surface temperature from AMSR-E passive microwave data
    • (Series D)
    • Mao KB, Shi JC, Li ZL, Qin ZH, Li MC, Xu B A physics-based statistical algorithm for retrieving land surface temperature from AMSR-E passive microwave data. Science in China 2007, 7:1115-1120. (Series D).
    • (2007) Science in China , vol.7 , pp. 1115-1120
    • Mao, K.B.1    Shi, J.C.2    Li, Z.L.3    Qin, Z.H.4    Li, M.C.5    Xu, B.6
  • 19
    • 0032054885 scopus 로고    scopus 로고
    • Combining agricultural crop models and satellite observations: From field to regional scales
    • Moulin S, Bondeau A, Delecolle R Combining agricultural crop models and satellite observations: From field to regional scales. International Journal of Remote Sensing 1998, 19:1021-1036.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 1021-1036
    • Moulin, S.1    Bondeau, A.2    Delecolle, R.3
  • 20
    • 0029702744 scopus 로고    scopus 로고
    • Assimilation of shortwave remote sensing observations within an agro-meteorological model: crop production estimation
    • Moulin S, Fischer A, Dedieu G Assimilation of shortwave remote sensing observations within an agro-meteorological model: crop production estimation. Remote Sensing Symposium 1996, 4:2366-2368.
    • (1996) Remote Sensing Symposium , vol.4 , pp. 2366-2368
    • Moulin, S.1    Fischer, A.2    Dedieu, G.3
  • 22
    • 0034732860 scopus 로고    scopus 로고
    • Perspectives on combining ecological process models and remotely sensed data
    • Plummer SE Perspectives on combining ecological process models and remotely sensed data. Ecological Modelling 2000, 129:169-186.
    • (2000) Ecological Modelling , vol.129 , pp. 169-186
    • Plummer, S.E.1
  • 23
    • 78651460105 scopus 로고    scopus 로고
    • Review on European land data assimilation system
    • (in Chinese)
    • Qi YY, Chen YY, Shi JC Review on European land data assimilation system. Remote Sensing Information 2007, 2:93-97. (in Chinese).
    • (2007) Remote Sensing Information , vol.2 , pp. 93-97
    • Qi, Y.Y.1    Chen, Y.Y.2    Shi, J.C.3
  • 24
    • 0001119075 scopus 로고
    • Variational data assimilation and parameter estimation in an equatorial Pacific Ocean model
    • Smedstad OM, O'Brien JJ Variational data assimilation and parameter estimation in an equatorial Pacific Ocean model. Progress in Oceanography 1991, 26:179-241.
    • (1991) Progress in Oceanography , vol.26 , pp. 179-241
    • Smedstad, O.M.1    O'Brien, J.J.2
  • 27
    • 80054897515 scopus 로고    scopus 로고
    • Canopy spectral simulation based on combining radiative transfer model and crop growth model in winter wheat
    • MSc thesis, China Agricultural University, Beijing. (in Chinese)
    • Wang X. 2008. Canopy spectral simulation based on combining radiative transfer model and crop growth model in winter wheat. MSc thesis, China Agricultural University, Beijing. (in Chinese).
    • (2008)
    • Wang, X.1
  • 28
    • 34547898030 scopus 로고    scopus 로고
    • Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts
    • de Wit AJW, van Diepen CA Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts. Agricultural and Forest Meteorology 2007, 146:38-56.
    • (2007) Agricultural and Forest Meteorology , vol.146 , pp. 38-56
    • de Wit, A.J.W.1    van Diepen, C.A.2
  • 29
    • 36248950312 scopus 로고    scopus 로고
    • Research on winter wheat growing monitoring and crop-yield assess based on the remote sensing data and crop model assimilation
    • (in Chinese)
    • Yan Y, Liu QH, Liu Q, Li J, Chen LF Research on winter wheat growing monitoring and crop-yield assess based on the remote sensing data and crop model assimilation. Journal of Remote Sensing 2006, 10:804-811. (in Chinese).
    • (2006) Journal of Remote Sensing , vol.10 , pp. 804-811
    • Yan, Y.1    Liu, Q.H.2    Liu, Q.3    Li, J.4    Chen, L.F.5
  • 30
    • 33747342896 scopus 로고    scopus 로고
    • Research progress on remote sensing information and crop growth model combining methods and application
    • (in Chinese)
    • Zhao YX, Zhou XJ, Liang SL Research progress on remote sensing information and crop growth model combining methods and application. Journal of Natural Disasters 2005, 14:103-109. (in Chinese).
    • (2005) Journal of Natural Disasters , vol.14 , pp. 103-109
    • Zhao, Y.X.1    Zhou, X.J.2    Liang, S.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.