南极洲东部中山站至穹顶 A 横截面上空卫星和再分析短波向下辐射产品的性能

IF 6.5 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Advances in Atmospheric Sciences Pub Date : 2024-07-26 DOI:10.1007/s00376-023-3136-0
Jiajia Jia, Zhaoliang Zeng, Wenqian Zhang, Xiangdong Zheng, Yaqiang Wang, Minghu Ding
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引用次数: 0

摘要

向下短波辐射(DSR)是地球能量平衡的重要组成部分,推动着地球系统的能量、水和碳循环。由于南极环境恶劣,卫星和再分析得出的短波向下辐射在中山站至南极洲东部穹顶A横断面上的精度尚未得到系统评估。因此,本研究旨在评估该区域的 DSR 再分析产品(ERA5-Land、ERA5、MERRA-2)和卫星产品(CERES 和 ICDR)。结果表明,DSR 表现出明显的月度和季节变化,夏季数值高于冬季。相关系数为 0.988(0.918),均方根误差为 23.919(69.383)W m-2,平均偏差为-1.667(-28.223)W m-2,平均绝对误差为 13.37(58.99)W m-2。ERA5-陆地再分析产品在中山、熊猫100、熊猫300、熊猫400、台山、熊猫1100和昆仑7个站点的均方根误差值分别为30.938、29.447、34.507、34.507、34.507和34.507。447、34.507、29.110、20.339、17.267 和 14.700 W m-2;相应的偏差值分别为 9.887、-12.159、-19.181、-15.519、-8.118、6.297 和 3.482 W m-2。在季节性方面,ERA5-Land、ERA5 和 MERRA-2 再分析产品在春季和夏季的精度较高,而 ICDR 产品在秋季的精度最低。云层、水汽、臭氧总量和恶劣天气是影响 DSR 的主要因素。DSR产品的误差在沿海地区(尤其是中山站)最大,向南极内陆地区逐渐减小。
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The Performance of Downward Shortwave Radiation Products from Satellite and Reanalysis over the Transect of Zhongshan Station to Dome A, East Antarctica

The downward shortwave radiation (DSR) is an important part of the Earth’s energy balance, driving Earth’s system’s energy, water, and carbon cycles. Due to the harsh Antarctic environment, the accuracy of DSR derived from satellite and reanalysis has not been systematically evaluated over the transect of Zhongshan station to Dome A, East Antarctica. Therefore, this study aims to evaluate DSR reanalysis products (ERA5-Land, ERA5, MERRA-2) and satellite products (CERES and ICDR) in this area. The results indicate that DSR exhibits obvious monthly and seasonal variations, with higher values in summer than in winter. The ERA5-Land (ICDR) DSR product demonstrated the highest (lowest) accuracy, as evidenced by a correlation coefficient of 0.988 (0.918), a root-mean-square error of 23.919 (69.383) W m−2, a mean bias of −1.667 (−28.223) W m−2 and a mean absolute error of 13.37 (58.99) W m−2. The RMSE values for the ERA5-Land reanalysis product at seven stations, namely Zhongshan, Panda 100, Panda 300, Panda 400, Taishan, Panda 1100, and Kunlun, were 30.938, 29.447, 34.507, 29.110, 20.339, 17.267, and 14.700 W m−2, respectively; with corresponding bias values of 9.887, −12.159, −19.181, −15.519, −8.118, 6.297, and 3.482 W m−2. Regarding seasonality, ERA5-Land, ERA5, and MERRA-2 reanalysis products demonstrate higher accuracies during spring and summer, while ICDR products are least accurate in autumn. Cloud cover, water vapor, total ozone, and severe weather are the main factors affecting DSR. The error of DSR products is greatest in coastal areas (particularly at the Zhongshan station) and decreases towards the inland areas of Antarctica.

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来源期刊
Advances in Atmospheric Sciences
Advances in Atmospheric Sciences 地学-气象与大气科学
CiteScore
9.30
自引率
5.20%
发文量
154
审稿时长
6 months
期刊介绍: Advances in Atmospheric Sciences, launched in 1984, aims to rapidly publish original scientific papers on the dynamics, physics and chemistry of the atmosphere and ocean. It covers the latest achievements and developments in the atmospheric sciences, including marine meteorology and meteorology-associated geophysics, as well as the theoretical and practical aspects of these disciplines. Papers on weather systems, numerical weather prediction, climate dynamics and variability, satellite meteorology, remote sensing, air chemistry and the boundary layer, clouds and weather modification, can be found in the journal. Papers describing the application of new mathematics or new instruments are also collected here.
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