Simultaneous estimation of both soil moisture and model parameters using particle filtering method through the assimilation of microwave signal

Soil moisture is a very important variable in land surface processes. Both field moisture measurements and estimates from modeling have their limitations when being used to estimate soil moisture on a large spatial scale. Remote sensing is becoming a practical method to estimate soil moisture global...

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Veröffentlicht in:	Journal of Geophysical Research: Atmospheres 2009-08, Vol.114 (D15), p.n/a
Hauptverfasser:	Qin, Jun, Liang, Shunlin, Yang, Kun, Kaihotsu, Ichiro, Liu, Ronggao, Koike, Toshio
Format:	Artikel
Sprache:	eng
Schlagworte:	data assimilation Earth sciences Earth, ocean, space Exact sciences and technology land surface model particle filtering remote sensing soil moisture
Online-Zugang:	Volltext
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