Retrieving soil surface temperature under snowpack using special sensor microwave/imager brightness temperature in forested areas of Heilongjiang, China: an improved method

Xingming Zheng; Xiaofeng Li; Tao Jiang; Yanling Ding; Lili Wu; Shiyi Zhang; Kai Zhao

doi:10.1117/1.JRS.10.026016

5 May 2016 Retrieving soil surface temperature under snowpack using special sensor microwave/imager brightness temperature in forested areas of Heilongjiang, China: an improved method

Xingming Zheng, Xiaofeng Li, Tao Jiang, Yanling Ding, Lili Wu, Shiyi Zhang, Kai Zhao

Author Affiliations +

Journal of Applied Remote Sensing, Vol. 10, Issue 2, 026016 (May 2016). https://doi.org/10.1117/1.JRS.10.026016

Abstract

Soil surface temperature (T_s) is an important indicator of global temperature change and a key input parameter for retrieving land surface variables using remote sensing techniques. Due to the masking in the thermal infrared band and the scattering in the microwave band of snow, the temperature of soil surfaces covered by snow is difficult to infer from remote sensing data. We attempted to estimate T_s under snow cover using brightness temperature data from the special sensor microwave/imager. T_s under snow cover was underestimated due to the strong scattering effect of snow on upward soil microwave emissions at 37 GHz. The underestimated portion of T_s is related to snow properties, such as depth, grain size, and moisture. Based on the microwave emission model of layered snowpacks, the simulated results revealed a linear relationship between the underestimated T_s and the brightness temperature difference (TBD) at 19 and 37 GHz. When TBDs at 19 and 37 GHz were introduced to the T_s estimation method, accuracy improved, i.e., the root mean square error and bias of the estimated T_s decreased greatly, especially for dry snow. This improvement allows T_s estimation of snow-covered surfaces from 37 GHz microwave brightness temperature.

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Xingming Zheng, Xiaofeng Li, Tao Jiang, Yanling Ding, Lili Wu, Shiyi Zhang, and Kai Zhao "Retrieving soil surface temperature under snowpack using special sensor microwave/imager brightness temperature in forested areas of Heilongjiang, China: an improved method," Journal of Applied Remote Sensing 10(2), 026016 (5 May 2016). https://doi.org/10.1117/1.JRS.10.026016

Published: 5 May 2016

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