Assimilation of Soil Moisture and Temperature Data into Land Surface Models: A Survey

作者: Nasim Alavi , Jon S. Warland , Aaron A. Berg

DOI: 10.1007/978-3-540-71056-1_22

关键词:

摘要: The surface temperature and moisture conditions at the Earth’s have important controls on land-atmosphere fluxes of energy water. Over past decade considerable research has advanced application data assimilation systems to ensure correct specification these quantities in land parameterization schemes. This chapter provides an overview primary techniques that evolved for soil into models. We conclude with examination some emerging current issues including overcoming differences between satellite-retrieved modeled moisture, strategies examine given course spatial resolution obtained near-future satellite sensors.

参考文章(66)
Francesca Caparrini, Fabio Castelli, Dara Entekhabi, Mapping of Land-Atmosphere Heat Fluxes and Surface Parameters with Remote Sensing Data Boundary-Layer Meteorology. ,vol. 107, pp. 605- 633 ,(2003) , 10.1023/A:1022821718791
Paul R. Houser, Michael G. Bosilovich, Franco Einaudi, Jon D. Radakovich, Arlindo daSilva, Results from Global Land-Surface Data Assimilation Methods The 81st AMS Annual Meeting. ,(2001)
Michael Ghil, Paola Malanotte-Rizzoli, Data assimilation in meteorology and oceanography Advances in Geophysics. ,vol. 33, pp. 141- 266 ,(1991) , 10.1016/S0065-2687(08)60442-2
Paul R. Houser, Hydrologic Data Assimilation InTech. pp. 41- 64 ,(2012) , 10.5772/31246
H. A. Enno van Gelder, In the Netherlands Springer, Dordrecht. pp. 309- 327 ,(1961) , 10.1007/978-94-011-9562-1_10
Steven A Margulis, Dennis McLaughlin, Dara Entekhabi, Susan Dunne, None, Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 Field Experiment Water Resources Research. ,vol. 38, pp. 35-1- 35-18 ,(2002) , 10.1029/2001WR001114
EDWARD S. EPSTEIN, Stochastic dynamic prediction1 Tellus A. ,vol. 21, pp. 739- 759 ,(1969) , 10.1111/J.2153-3490.1969.TB00483.X
Francesca Caparrini, Fabio Castelli, Dara Entekhabi, Variational estimation of soil and vegetation turbulent transfer and heat flux parameters from sequences of multisensor imagery Water Resources Research. ,vol. 40, ,(2004) , 10.1029/2004WR003358