Wargan Krzysztof, Labow Gordon, Frith Stacey, Pawson Steven, Livesey Nathaniel, Partyka Gary
Global Modeling and Assimilation Office, Code 610.1, NASA Goddard Space Flight Center, Greenbelt, MD.
Science Systems and Applications Inc., Lanham, MD.
J Clim. 2017 Apr;30(No 8):2961-2988. doi: 10.1175/JCLI-D-16-0699.1. Epub 2017 Apr 4.
We describe and assess the quality of the assimilated ozone product from the Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2) produced at NASA's Global Modeling and Assimilation Office (GMAO) spanning the time period from 1980 to present. MERRA-2 assimilates partial column ozone retrievals from a series of Solar Backscatter Ultraviolet (SBUV) radiometers on NASA and NOAA spacecraft between January 1980 and September 2004; starting in October 2004 retrieved ozone profiles from the Microwave Limb Sounder (MLS) and total column ozone from the Ozone Monitoring Instrument on NASA's EOS Aura satellite are assimilated. We compare the MERRA-2 ozone with independent satellite and ozonesonde data focusing on the representation of the spatial and temporal variability of stratospheric and upper tropospheric ozone and on implications of the change in the observing system from SBUV to EOS Aura. The comparisons show agreement within 10 % (standard deviation of the difference) between MERRA-2 profiles and independent satellite data in most of the stratosphere. The agreement improves after 2004 when EOS Aura data are assimilated. The standard deviation of the differences between the lower stratospheric and upper tropospheric MERRA-2 ozone and ozonesondes is 11.2 % and 24.5 %, respectively, with correlations of 0.8 and above, indicative of a realistic representation of the near-tropopause ozone variability in MERRA-2. The agreement improves significantly in the EOS Aura period, however MERRA-2 is biased low in the upper troposphere with respect to the ozonesondes. Caution is recommended when using MERRA-2 ozone for decadal changes and trend studies.
我们描述并评估了美国国家航空航天局(NASA)全球建模与同化办公室(GMAO)制作的第二代现代时代回顾性分析研究与应用(MERRA - 2)同化臭氧产品的质量,该产品涵盖了1980年至今的时间段。MERRA - 2同化了1980年1月至2004年9月期间NASA和NOAA航天器上一系列太阳背散射紫外线(SBUV)辐射计的部分柱臭氧反演数据;从2004年10月开始,同化了微波临边探测仪(MLS)反演的臭氧廓线以及NASA的EOS Aura卫星上臭氧监测仪器反演的总柱臭氧数据。我们将MERRA - 2臭氧数据与独立的卫星和探空仪数据进行比较,重点关注平流层和对流层上层臭氧的时空变率表示,以及观测系统从SBUV到EOS Aura的变化所带来的影响。比较结果表明,在平流层的大部分区域,MERRA - 2廓线与独立卫星数据之间的差异在10%以内(差异的标准差)。在2004年同化EOS Aura数据后,一致性有所提高。MERRA - 2在平流层下部和对流层上部的臭氧与探空仪数据之间差异的标准差分别为11.2%和24.5%,相关性在0.8及以上,这表明MERRA - 2对对流层顶附近臭氧变率的表示较为真实。在EOS Aura时期,一致性显著提高,然而,相对于探空仪数据,MERRA - 2在对流层上部存在偏低偏差。在使用MERRA - 2臭氧数据进行年代际变化和趋势研究时,建议谨慎使用。