Relevance of time-varying and time-invariant retrieval error sources on the utility of spaceborne soil moisture products

被引:54
作者
Crow, WT
Koster, RD
Reichle, RH
Sharif, HO
机构
[1] ARS, Hydrol & Remote Sensing Lab, USDA, Beltsville, MD 20705 USA
[2] NASA, Goddard Space Flight Ctr, Global Modeling & Assimilat Off, Greenbelt, MD 20771 USA
[3] Univ Texas, Dept Civil Engn, San Antonio, TX 78249 USA
[4] Univ Maryland Baltimore Cty, Goddard Earth Sci & Technol Ctr, Baltimore, MD 21228 USA
关键词
D O I
10.1029/2005GL024889
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Errors in remotely-sensed soil moisture retrievals originate from a combination of time-invariant and time-varying sources. For land modeling applications such as forecast initialization, some of the impact of time-invariant sources can be removed given known differences between observed and modeled soil moisture climatologies. Nevertheless, the distinction is seldom made when evaluating remotely-sensed soil moisture products. Here we describe an Observing System Simulation Experiment (OSSE) for radiometer-only soil moisture products derived from the NASA Hydrosphere States ( Hydros) mission where the impact of time-invariant errors is explicitly removed via the linear rescaling of retrievals. OSSE results for the 575,000 km(2) Red-Arkansas River Basin indicate that climatological rescaling may significantly reduce the perceived magnitude of Hydros soil moisture retrieval errors and expands the geographic areas over which retrievals demonstrate value for land surface modeling applications.
引用
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页码:1 / 5
页数:5
相关论文
共 16 条
[1]   Soil moisture estimates from TRMM Microwave Imager observations over the Southern United States [J].
Bindlish, R ;
Jackson, TJ ;
Wood, E ;
Gao, HL ;
Starks, P ;
Bosch, D ;
Lakshmi, V .
REMOTE SENSING OF ENVIRONMENT, 2003, 85 (04) :507-515
[2]   An observing system simulation experiment for Hydros radiometer-only soil moisture products [J].
Crow, WT ;
Chan, STK ;
Entekhabi, D ;
Houser, PR ;
Hsu, AY ;
Jackson, TJ ;
Njoku, EG ;
O'Neill, PE ;
Shi, JC ;
Zhan, XW .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (06) :1289-1303
[3]   An observation system simulation experiment for the impact of land surface heterogeneity on AMSR-E soil moisture retrieval [J].
Crow, WT ;
Drusch, M ;
Wood, EF .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (08) :1622-1631
[4]   MICROWAVE DIELECTRIC BEHAVIOR OF WET SOIL .2. DIELECTRIC MIXING MODELS [J].
DOBSON, MC ;
ULABY, FT ;
HALLIKAINEN, MT ;
ELRAYES, MA .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1985, 23 (01) :35-46
[5]   Observation operators for the direct assimilation of TRMM microwave imager retrieved soil moisture [J].
Drusch, M ;
Wood, EF ;
Gao, H .
GEOPHYSICAL RESEARCH LETTERS, 2005, 32 (15)
[6]   The impact of the SSM/I antenna gain function on land surface parameter retrieval [J].
Drusch, M ;
Wood, EF ;
Lindau, R .
GEOPHYSICAL RESEARCH LETTERS, 1999, 26 (23) :3481-3484
[7]   The hydrosphere state (Hydros) satellite mission: An earth system pathfinder for global mapping of soil moisture and land freeze/thaw [J].
Entekhabi, D ;
Njoku, EG ;
Houser, P ;
Spencer, M ;
Doiron, T ;
Kim, YJ ;
Smith, J ;
Girard, R ;
Belair, S ;
Crow, WT ;
Jackson, TJ ;
Kerr, YH ;
Kimball, JS ;
Koster, R ;
McDonald, KC ;
O'Neill, PE ;
Pultz, T ;
Running, SW ;
Shi, JC ;
Wood, E ;
van Zyl, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2004, 42 (10) :2184-2195
[8]   MEASURING SURFACE SOIL-MOISTURE USING PASSIVE MICROWAVE REMOTE-SENSING .3. [J].
JACKSON, TJ .
HYDROLOGICAL PROCESSES, 1993, 7 (02) :139-152
[9]   Soil moisture mapping at regional scales using microwave radiometry: The Southern Great Plains Hydrology Experiment [J].
Jackson, TJ ;
Le Vine, DM ;
Hsu, AY ;
Oldak, A ;
Starks, PJ ;
Swift, CT ;
Isham, JD ;
Haken, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (05) :2136-2151
[10]  
KLEIN LA, 1977, IEEE T ANTENN PROPAG, V25, P104, DOI [10.1109/TAP.1977.1141539, 10.1109/JOE.1977.1145319]