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Volumn 28, Issue 4, 2012, Pages 142-148

Regional winter wheat yield forecasting based on assimilation of remote sensing data and crop growth model with Ensemble Kalman method

Author keywords

Data assimilation; Data transformation; EnKF; Estimation; Models; Remote sensing

Indexed keywords

COEFFICIENT OF DETERMINATION; CROP CANOPY; CROP GROWTH; CROP GROWTH AND YIELDS; CROP GROWTH MODEL; CROP PRODUCTION; CROP YIELD; DATA ASSIMILATION; DATA ASSIMILATION METHODS; DATA TRANSFORMATION; ENKF; GREEN-UP; KEY INPUT; MIXED PIXEL; NATIONAL FOODS; REFERENCE VALUES; REMOTE SENSING DATA; REMOTELY SENSED DATA; SOIL SURFACES; STUDY AREAS; SYSTEM ERRORS; TEMPORAL TRENDS; WINTER WHEAT; YIELD ESTIMATION; YIELD FORECASTING;

EID: 84863130225     PISSN: 10026819     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.1002-6819.2012.04.023     Document Type: Article
Times cited : (38)

References (21)
  • 1
    • 84863133578 scopus 로고    scopus 로고
    • Research on the winter wheat yield estimation by assimilating remotely sensed data into the crop growth model
    • Chengdu: University of Electronic Science and Technology of China, in Chinese with English abstract
    • Jiang Hao. Research on the winter wheat yield estimation by assimilating remotely sensed data into the crop growth model. Chengdu: University of Electronic Science and Technology of China. 2011. (in Chinese with English abstract)
    • (2011)
    • Jiang, H.1
  • 2
    • 84867250325 scopus 로고    scopus 로고
    • Rice yield estimation by assimilation remote sensing into crop growth model
    • Chen Jinsong, Huang Jianxi, Lin Hui, et al. Rice yield estimation by assimilation remote sensing into crop growth model [J]. Science China: Information Sci, 2010, 4 (suppl): 173-183.
    • (2010) Science China: Information Sci , vol.4 , Issue.SUPPL. , pp. 173-183
    • Chen, J.1    Huang, J.2    Lin, H.3
  • 3
    • 35748977603 scopus 로고    scopus 로고
    • Assimilating remotely sensed LAI into GIS-based EPIC model for yield assessment on regional scale
    • in Chinese with English abstract
    • Yang Peng, Wu Wenbin, Zhou Qingbo, et al. Assimilating remotely sensed LAI into GIS-based EPIC model for yield assessment on regional scale [J]. Transactions of the CSAE, 2007, 23 (9): 130-136. (in Chinese with English abstract)
    • (2007) Transactions of the CSAE , vol.23 , Issue.9 , pp. 130-136
    • Yang, P.1    Wu, W.2    Zhou, Q.3
  • 4
    • 84863011405 scopus 로고    scopus 로고
    • Regional crop yield assessment by combination of a crop growth model and phenology information derived from MODIS
    • Xu W, Jiang H, Huang J. Regional crop yield assessment by combination of a crop growth model and phenology information derived from MODIS [J]. Sensor Letters, 2011, 9 (3): 981-989.
    • (2011) Sensor Letters , vol.9 , Issue.3 , pp. 981-989
    • Xu, W.1    Jiang, H.2    Huang, J.3
  • 5
    • 78650894731 scopus 로고    scopus 로고
    • Winter wheat yields assessment using data assimilation method combined MODIS-LAI and SWAP model
    • Chengdu: Inst of Geo-Spatial Inf Sci and Technol, University of Electron Sci and Technol of China
    • Jiang Hao, Xu Wenbo, Huang Jianxi, et al. Winter wheat yields assessment using data assimilation method combined MODIS-LAI and SWAP model [C] // IEEE Geoscience and Remote Sensing Society, IGARSS. Chengdu: Inst of Geo-Spatial Inf Sci and Technol, University of Electron Sci and Technol of China, 2010: 2135-2138.
    • (2010) IEEE Geoscience and Remote Sensing Society, IGARSS , pp. 2135-2138
    • Jiang, H.1    Xu, W.2    Huang, J.3
  • 6
    • 43049100761 scopus 로고    scopus 로고
    • Corn-yield estimation through assimilation of remotely sensed data into the CSM-CERES-Maize model
    • Fang H, Liang S, Hoogenboom G, et al. Corn-yield estimation through assimilation of remotely sensed data into the CSM-CERES-Maize model [J]. International Journal of Remote Sensing, 2008, 29 (10): 3011-3032.
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.10 , pp. 3011-3032
    • Fang, H.1    Liang, S.2    Hoogenboom, G.3
  • 7
    • 80855155114 scopus 로고    scopus 로고
    • Study on crop growth monitoring and yield prediction by assimilation of quantitative remote sensing product and crop growth model
    • Beijing: Institute of Remote Sensing Applications Chinese Academy of Science, in Chinese with English abstract
    • Yan Yan. Study on Crop Growth Monitoring and Yield Prediction by Assimilation of Quantitative Remote Sensing Product and Crop Growth Model [D]. Beijing: Institute of Remote Sensing Applications Chinese Academy of Science, 2006. (in Chinese with English abstract)
    • (2006)
    • Yan, Y.1
  • 8
    • 40749122112 scopus 로고    scopus 로고
    • The application of Ensemble Kalman Filter in retrieving land surface parameters with remote sensing: Using Kernel-Driven model retrieve BRDF
    • Qin Jun, Yan Guangjian, Liu Shaomin, et al. The application of Ensemble Kalman Filter in retrieving land surface parameters with remote sensing: Using Kernel-Driven model retrieve BRDF [J]. Sci China Earth Sci, 2005, 35 (8): 790-798.
    • (2005) Sci China Earth Sci , vol.35 , Issue.8 , pp. 790-798
    • Qin, J.1    Yan, G.2    Liu, S.3
  • 9
    • 84896071142 scopus 로고    scopus 로고
    • Advances in land remote sensing: System, modeling, inversion and applications
    • USA: Springer Science Business Media BV
    • Liang S. Advances in Land Remote Sensing: System, Modeling, Inversion and Applications. USA: Springer Science Business Media BV, 2008: 319-339.
    • (2008) , pp. 319-339
    • Liang, S.1
  • 10
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble kalman filter: The oretical formulation and practical implemention
    • Evensen G. The ensemble kalman filter: The oretical formulation and practical implemention [J]. Ocean Dynamics, 2003, 53 (4): 343-367.
    • (2003) Ocean Dynamics , vol.53 , Issue.4 , pp. 343-367
    • Evensen, G.1
  • 11
    • 18644365023 scopus 로고    scopus 로고
    • The use of radiative transfer models for remote sensing data assimilation in crop growth models
    • Berlin, Germany
    • Bach H, Mauser W, Schneider K. The use of radiative transfer models for remote sensing data assimilation in crop growth models [C] // 4th European Conference on Precision Agriculture. Berlin, Germany, 2003.
    • (2003) 4th European Conference on Precision Agriculture
    • Bach, H.1    Mauser, W.2    Schneider, K.3
  • 12
    • 45849098693 scopus 로고    scopus 로고
    • An Ensemble Kalman Filter for severe dust strom data assimilation over China
    • Lin C, Wang Z, Zhu J. An Ensemble Kalman Filter for severe dust strom data assimilation over China [J]. Atmospheric Chemistry and Physics Atmos, 2008, 8 (11): 2975-2983.
    • (2008) Atmospheric Chemistry and Physics Atmos , vol.8 , Issue.11 , pp. 2975-2983
    • Lin, C.1    Wang, Z.2    Zhu, J.3
  • 15
    • 73349141530 scopus 로고    scopus 로고
    • Experiments of soil moisture data assimilation system based on the Ensemble Kalman Filter
    • Huang Chunlin, Li Xin. Experiments of soil moisture data assimilation system based on the Ensemble Kalman Filter [J]. Plateau Meteorology, 2006, 25 (4): 665-671.
    • (2006) Plateau Meteorology , vol.25 , Issue.4 , pp. 665-671
    • Huang, C.1    Li, X.2
  • 16
    • 47049102207 scopus 로고    scopus 로고
    • Soil moisture updating by Ensemble Kalman Filtering in real-time flood forecasting
    • Komma J, Bloschl G, Reszler C. Soil moisture updating by Ensemble Kalman Filtering in real-time flood forecasting [J]. Journal f Hydrology, 2008, 357 (3): 228-242.
    • (2008) Journal f Hydrology , vol.357 , Issue.3 , pp. 228-242
    • Komma, J.1    Bloschl, G.2    Reszler, C.3
  • 17
    • 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, 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 [J]. Advances in Water Resources, 2003, 26 (2): 137-149.
    • (2003) Advances in Water Resources , vol.26 , Issue.2 , pp. 137-149
    • Crow, W.T.1    Wood, E.F.2
  • 18
    • 34547898030 scopus 로고    scopus 로고
    • Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts
    • de Wit A J W, Van Diepen C A. Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts [J]. Agricultural and Forest Meteorology, 2007, 146 (1/2): 38-56.
    • (2007) Agricultural and Forest Meteorology , vol.146 , Issue.1-2 , pp. 38-56
    • de Wit, A.J.W.1    Van Diepen, C.A.2
  • 19
    • 70449602160 scopus 로고    scopus 로고
    • Assimilation of satellite data into agrohydrological models to improve crop yield forecasts
    • Vazifedoust M, Van Dam J C, Bastiaanssen W G M, et al. Assimilation of satellite data into agrohydrological models to improve crop yield forecasts [J]. International Journal of Remote Sensing, 2011, 30 (10): 2523-2545.
    • (2011) International Journal of Remote Sensing , vol.30 , Issue.10 , pp. 2523-2545
    • Vazifedoust, M.1    Van Dam, J.C.2    Bastiaanssen, W.G.M.3
  • 20
    • 40749112415 scopus 로고    scopus 로고
    • Evolutionary bi-objective optimization of a semi-arid vegetation dynamics model with NDVI and σ0 satellite data
    • Mangiarotti S, Mazzega P, Jarlan L, et al. Evolutionary bi-objective optimization of a semi-arid vegetation dynamics model with NDVI and σ0 satellite data [J]. Remote Sensing of Environment, 2008, 112 (4): 1365-1380.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.4 , pp. 1365-1380
    • Mangiarotti, S.1    Mazzega, P.2    Jarlan, L.3
  • 21
    • 34249073471 scopus 로고    scopus 로고
    • Optimization of a coupled hydrology-crop growth model through the assimilation of observed soil moisture and leaf area index values using an ensemble Kalman filter
    • Valentijn R, Pauwels N, Niko E C. et al. Optimization of a coupled hydrology-crop growth model through the assimilation of observed soil moisture and leaf area index values using an ensemble Kalman filter [J]. Water Resources Research, 2007, 43 (4): 17-21.
    • (2007) Water Resources Research , vol.43 , Issue.4 , pp. 17-21
    • Valentijn, R.1    Pauwels, N.2    Niko, E.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.