Sensitivity of Passive Microwave Observations to Soil Moisture and Vegetation Water Content: L-Band to W-Band

被引:97
作者
Calvet, Jean-Christophe [1 ]
Wigneron, Jean-Pierre [2 ]
Walker, Jeffrey [3 ]
Karbou, Fatima [1 ]
Chanzy, Andre [4 ]
Albergel, Clement [1 ]
机构
[1] Meteo France Ctr Natl Rech Sci, Ctr Natl Rech Meteorol, Grp Etud Atmosphere Meteorol, F-31057 Toulouse, France
[2] INRA, Ecol Fonct & Phys Environm, F-33883 Villenave Dornon, France
[3] Univ Melbourne, Dept Civil & Environm Engn, Melbourne, Vic 3010, Australia
[4] Univ Avignon & Pays Vaucluse, Inst Natl Rech Agron, Environm Mediterraneen & Modelisat Agrohydrosyst, F-84914 Avignon 9, France
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2011年 / 49卷 / 04期
关键词
Microwave radiometry; soil moisture; vegetation; HIGH-FREQUENCIES; RETRIEVAL; LAND; TEMPERATURE; EMISSIVITY; RADIOMETRY;
D O I
10.1109/TGRS.2010.2050488
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Ground-based multifrequency (L-band to W-band, 1.41-90 GHz) and multiangular (20 degrees-50 degrees) bipolarized (V and H) microwave radiometer observations, acquired over a dense wheat field, are analyzed in order to assess the sensitivity of brightness temperatures (T-b) to land surface properties: surface soil moisture (m(v)) and vegetation water content (VWC). For each frequency, a combination of microwave T-b observed at either two contrasting incidence angles or two polarizations is used to retrieve m(v) and VWC, through regressed empirical logarithmic equations. The retrieval performance of the regression is used as an indicator of the sensitivity of the microwave signal to either m(v) or VWC. In general, L-band measurements are shown to be sensitive to both m(v) and VWC, with lowest root mean square errors (0.04 m(3) . m(-3) and 0.52 kg . m(-2), respectively) obtained at H polarization, 20 degrees and 50 degrees incidence angles. In spite of the dense vegetation, it is shown that m(v) influences the microwave observations from L-band to K-band (23.8 GHz). The highest sensitivity to soil moisture is observed at L-band in all configurations, while observations at higher frequencies, from C-band (5.05 GHz) to K-band, are only moderately influenced by m(v) at low incidence angles (e.g., 20 degrees). These frequencies are also shown to be very sensitive to VWC in all the configurations tested. The highest frequencies (Q- and W-bands) are shown to be moderately sensitive to VWC only. These results are used to analyze the response of W-band emissivities derived from the Advanced Microwave Sounding Unit instruments over northern France.
引用
收藏
页码:1190 / 1199
页数:10
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