Abstract

The Tibetan Plateau is the largest and highest plateau in the world, and its complex terrain affects the distribution of precipitable water vapor (PWV) in the atmosphere, which plays an important role in the weather and climate of East Asia. In this paper, the characteristics of PWV over the Tibetan Plateau are studied using the FengYun-3A Medium Resolution Spectral Imager (MERSI) water vapor products, which are retrieved from the MERSI raw images of Chinese second-generation polar orbit meteorological satellite. Firstly, the accuracy of the MERSI 5-minute water vapor product is validated using three referenced water vapor data from TERRA/MODIS, ground-based GPS, and AERONET sun photometer over the Tibetan Plateau. Then, the spatial distribution and seasonal variation of PWV over the plateau are analyzed, and the effects of topographic factors on PWV are discussed. The results indicate that the MERSI 5-minute water vapor product has a good accuracy over the Tibetan Plateau, which the mean absolute error of MERSI water vapor product is in the range of 28.91%-37.54%, the mean absolute error range between 1.87 and 2.76 millimeter (mm), and the mean bias is between -1.14 and 0.64 mm comparing three referenced data. The PWV content appears as a typical spatial pattern over the Tibetan Plateau where there is a decrease from east to west of the Tibetan Plateau with increasing elevation, with the highest values over the south of Tibet. A second pattern also appears over the eastern part of the Tibetan Plateau, where the PWV content in the Qaidam Basin and the south of Tarim Basin are also considerably high. The seasonal variation of PWV content over the Tibetan Plateau presents to be highest in summer, followed by autumn and spring, and lowest in winter. The PWV content changes periodically during the year, which fits with a quadratic polynomial over monthly scales. The topographical factors of the Tibetan Plateau were found to affect the water vapor, where the altitude and latitude are negatively correlated with water vapor, while the slope and longitude show a positive correlation with water vapor; however, the aspect does not appear to have any significant influence on water vapor.

Highlights

  • The Tibetan Plateau is the highest and largest plateau in the world and is surrounded by the highest mountains on Earth

  • Since Medium Resolution Spectral Imager (MERSI) global daily, 10-day, and monthly water vapor products are aggregated by the 5minute one, and MERSI monthly water vapor products will be applied to analyze the spatiotemporal variation of water vapor over the Tibetan Plateau, the accuracy of MERSI 5minute water vapor products is firstly evaluated by three sources of water vapor data retrieved from the measurements of TERRA/MODIS, the ground-based GPS, and AErosol RObotic NETwork (AERONET) sun photometer

  • When the outliers are eliminated from the matched samples, the scatter plots between the water vapor data of MERSI product and the reference are drawn, respectively, in Figure 3, and the evaluation indexes including Pearson’s correlation coefficients (R), mean bias (MB), root mean square error (RMSE), and mean absolute percentage error (MAPE) are selected to evaluate the accuracy of MERSI water vapor products

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Summary

Introduction

Largescale complex terrain on the plateau can block, divert, and direct the atmospheric circulation. It influences the solar radiation and the energy balance of the earth and atmosphere system [3]. Due to the thermodynamic forcing of the plateau, the precipitable water vapor (PWV) content over the Tibetan Plateau possesses significant temporal and spatial variability [5]. The research on the water vapor over Tibetan Plateau is useful to understand the water cycle process in the surrounding areas, the ecological environmental changes, the drought and flood disasters, and several weather and climatic phenomena. This paper will firstly validate the MERSI water vapor products over the Tibetan Plateau, analyze the temporal and spatial distribution characteristics of water vapor over the Plateau, and discuss the influence of the Plateau topography on water vapor

Data and Methods
The Referenced Water Vapor Data
Results and Discussion
Conclusion
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