Publications

Niu, Xiaolei; Pinker, Rachel T. (2015). An improved methodology for deriving high-resolution surface shortwave radiative fluxes from MODIS in the Arctic region. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 120(6), 2382-2393.

Abstract
The Arctic is experiencing an unprecedented increase in surface air temperature and decrease in sea ice extent. The causes of these changes are still being debated; radiative fluxes are believed to play an important role in this warming. The primary motivation for this study is to advance the quality and resolution of currently available information on surface shortwave (solar) irradiance (SWR) for the Arctic. Such information is needed to meet the challenge for accurate estimates of heat input into the open waters. An inference scheme that utilizes the Moderate Resolution Imaging Spectroradiometer (MODIS) observations is optimized for high latitudes and implemented at 5km for 2007 at an hourly time scale. Evaluation of the 5km based SWR estimates against hourly ground observations at Barrow site shows a mean bias of 7.9Wm(-2) (3% of mean values), a standard deviation of 58.2Wm(-2) (23% of mean value), and a high correlation of 0.95. Evaluation of the SWR estimates against daily ground measurements at these latitudes shows good agreement with surface observations at three sites, with a mean bias of 1.9Wm(-2) (1.1% of mean values), a standard deviation of 31.5Wm(-2) (17.8% of mean value), and a high correlation of 0.96. Information at this high resolution and good quality can lead to improved estimates of heat input into the complex Arctic domain. For the Beaufort Sea domain (70 degrees N-80 degrees N, 120 degrees E-50 degrees E), the differences can amount to 116MJm(-2) (7%) of the total solar input of this region.

DOI:
10.1002/2014JD022151

ISSN:
2169-897X