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IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004

DOI: 10.1109/igarss.2004.1368651

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On the assimilation of C-band radar data into CERES-wheat model

Proceedings article published in 2004 by Laura Dente, Michele Rinaldi ORCID, Francesco Mattia, Giuseppe Satalino
This paper is available in a repository.
This paper is available in a repository.

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Abstract

Based on recent experimental studies which have found a strong correlation between a multitemporal series of C-band HH/W backscatter ratios acquired at 40deg incidence angle and wheat biomass, this work investigates the effect of the assimilation of the radar retrieved information into CERES-Wheat crop model. A sensitivity analysis has shown that an inaccurate knowledge of some model inputs, concerning soil properties and crop management, can lead to erroneous predictions. However adopting a reinitialisation assimilation strategy, significant improvements in the model estimations have been obtained