I want to know data assimilation between remote sensing and crops model. Currently, crops model, new algorithm, and multi-sensor image data?
You can check these highly-cited papers to get information on the basics on the problem.
Moulin, S., A. Bondeau & R. Delecolle, 1998: Combining agricultural crop models and satellite observations: From field to regional scales. Int. J. Remote Sensing, Volume 19, Issue 6.
de Wit, A. J. W. & C.A. van Diepen, 2007: Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts. Agricultural and Forest Meteorology, Volume 146, Issues 1–2, Pages 38–56
and also:
Bolten, J.D., W.T. Crow, T.J. Jackson, X. Zhan and C.A. Reynolds,"Evaluating the utility of remotely-sensed soil moisture retrievals for operational agricultural drought monitoring," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 3, 57-66, 10.1109/JSTARS.2009.2037163, 2010.
Bolten, J.D. and W.T. Crow, "Improved prediction of quasi-global vegetation conditions using remotely-sensed surface soil moisture," Geophysical Research Letters, 39, L19406, doi:10.1029/2012GL053470, 2012.
You may also look at the address:
http://kalideos.cnes.fr/spip.php?article68
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