Evaluation of MODIS water vapour products over China using radiosonde data |
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| Authors: | Hailei Liu Shenglan Zhang Juyang Hu |
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| Affiliation: | 1. Key Laboratory of Atmospheric Sounding, Chengdu University of Information Technology, Chengdu, China;2. National Satellite Meteorology Centre, China Meteorological Administration, Beijing, China;3. National Satellite Meteorology Centre, China Meteorological Administration, Beijing, China |
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| Abstract: | Radiosonde data collected from 83 stations in China from January to December 2012 were used to evaluate Moderate Resolution Imaging Spectroradiometer (MODIS) near-infrared (NIR) and thermal infrared (IR) total precipitable water vapour (PWV) products. The results indicate that MODIS NIR PWV products shows better agreement with radiosonde data than with IR PWV products, with the correlation coefficients up to 0.95. The root mean square errors (RMSEs) of NIR PWV range from 2 to 8 mm with different stations, which shows significant regional differences over China. The mean RMSE is about 5.03 mm (~35%) with a positive deviation of 2.56 mm (~18%), indicating the occurrence of a slight overestimation. Moreover, MODIS IR PWV during night-time has a better agreement with radiosonde PWV than that during daytime. The mean RMSE of IR PWV during daytime was ~6.02 mm (~42%), with a positive deviation of 1.54 mm (~11%). The mean RMSE of IR PWV during night-time was ~5.81 mm (~40%), with a negative deviation of approximately ?0.04 mm (~0.25%). Both the NIR and IR PWV products during daytime tend to be higher than radiosonde PWV. |
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