Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST-ACRM model with Ensemble Kalman Filter

@article{Ma2013EstimatingRW,
  title={Estimating regional winter wheat yield by assimilation of time series of HJ-1 CCD NDVI into WOFOST-ACRM model with Ensemble Kalman Filter},
  author={Hongyuan Ma and Jianxi Huang and Dehai Zhu and Junming Liu and Wei Su and Chao Zhang and Jinlong Fan},
  journal={Mathematical and Computer Modelling},
  year={2013},
  volume={58},
  pages={759-770}
}
Regional crop yield prediction is a significant component of national food security assessment and food policy making. The crop growth model based on field scale is limited when it is extrapolated to regional scale to estimate crop yield due to the uncertainty of the input parameters. The data assimilation method which combines crop growth model and remotely sensed data has been proven to be the most effective method in regional yield estimation. The methods based on cost function are powerless… CONTINUE READING
Highly Cited
This paper has 31 citations. REVIEW CITATIONS
17 Extracted Citations
28 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 17 extracted citations

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 28 references

Cropmodel data assimilation with the Ensemble Kalman Filter for improving regional crop yield forecasts

  • A.J.W. deWit, C. A. van Diepen
  • Agricultural and Forest Meteorology
  • 2007
Highly Influential
4 Excerpts

Data assimilationmethods for land surface variable estimation

  • S. Liang, J. Qin
  • in: S. Liang (Ed.), Advances in Land Remote…
  • 2013
1 Excerpt

Estimating regional winter wheat yield withWOFOST through the assimilation of green area index retrieved from MODIS observations

  • A. deWit, G. Duveiller, P. Defourny
  • Agricultural and Forest Meteorology
  • 2012
2 Excerpts

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

  • J. Huang, S. Wu, +4 authors J. Zou
  • Transactions of the Chinese Society of…
  • 2012
1 Excerpt

Assimilation of remote sensing and crop model for LAI estimation based on Ensemble Kalman Filter

  • R. Li
  • Agricultural Sciences in China
  • 2011
1 Excerpt

Integration ofMODIS LAI and vegetation index productswith the CSM-CERES-Maizemodel for corn yield estimation

  • H. Fang, S. Liang, G. Hoogenboom
  • International Journal of Remote Sensing 32
  • 2011
3 Excerpts

Potential performances of remotely sensed LAI assimilation in WOFOST model based on an OSS Experiment

  • Y. Curnel, A.J.W. de Wit, G. Duveiller, P. Defourny
  • Agricultural and Forest Meteorology
  • 2011
2 Excerpts

Regional crop yield assessment by combination of a crop growth model and phenology information derived from MODIS

  • W. Xu, H. Jiang, J. Huang
  • Sensor Letters 9
  • 2011
3 Excerpts

Similar Papers

Loading similar papers…