Soil moisture inversion from aircraft passive microwave observations during SMEX04 using a single-frequency algorithm

8th International Symposium of the Digital Earth

地球科学;计算机科学

Zeng, J.Y.^1,2 ; Li, Z.^1 ; Chen, Q.^1 ; Bi, H.Y.^1,2

Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, 100094, China^1

University of Chinese Academy of Sciences, Beijing, 100049, China^2

关键词: Effects of temperature;    Ground measurements;    Microwave polarizations;    Microwave radiometer observation;    Passive microwave data;    Passive microwaves;    Polarimetric scanning radiometer;    Soil moisture retrievals;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/18/1/012024/pdf
DOI  :  10.1088/1755-1315/18/1/012024

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

Soil moisture plays a key role in global water cycles. In the study, soil moisture retrievals from airborne microwave radiometer observations using a single-frequency algorithm were presented. The algorithm is based on a simplified radiative transfer (tau-omega) model and the influence of both the roughness and vegetation is combined into a single parameter in the algorithm. The microwave polarization difference index (MPDI) is used to eliminate the effects of temperature. Then soil moisture is obtained through a nonlinear iterative procedure by making the absolute value of the differences between the simulated and observed MPDI minimum. The algorithm was validated with aircraft passive microwave data from the Polarimetric Scanning Radiometer (PSR) at the Arizona during the Soil Moisture Experiment 2004 (SMEX04). The results show that the soil moisture retrieved by the algorithm is in good agreement with ground measurements with a small bias and an overall accuracy of 0.037m3m-3.