4.7 Article

Global Validation of MODIS Near-Surface Air and Dew Point Temperatures

期刊

GEOPHYSICAL RESEARCH LETTERS
卷 45, 期 15, 页码 7772-7780

出版社

AMER GEOPHYSICAL UNION
DOI: 10.1029/2018GL077813

关键词

near-surface meteorology; remote sensing; MOD07 atmospheric profile product; Terra MODIS Collection 6.1

资金

  1. CDIAC
  2. ICOS Ecosystem Thematic Center
  3. OzFlux office
  4. ChinaFlux office
  5. AsiaFlux office
  6. NASA program: THP
  7. NASA program: SUSMAP
  8. NASA program: IDS
  9. NASA program: INCA
  10. NASA program: ECOSTRESS
  11. National Aeronautics and Space Administration California Institute of Technology

向作者/读者索取更多资源

This analysis is the first global validation of the Moderate Resolution Imaging Spectroradiometer (MODIS)-derived near-surface air temperature and dew point estimates, which both serve as crucial input data in models of energy, water, and carbon exchange between terrestrial ecosystems and the atmosphere. By hypsometrically interpolating the MOD07 Level-2 atmospheric profile product to surface pressure level, we obtained near-surface air temperature and dew point observations at 5 km pixel resolution. We compared these daily data, retrieved over a 14-year record, to corresponding measurements from 109 ground meteorological stations (FLUXNET). Our results show strong agreement between satellite and in situ near-surface air temperature measurements (R-2 = 0.89, root-mean-square error = 3.47 degrees C, and bias = -0.19 degrees C) and dew point observations (R-2 = 0.76, root-mean-square error = 5.04 degrees C, and bias = 0.79 degrees C) with insignificant differences in error across climate zones. This validation is among the earliest assessments of the reprocessed, crosstalk-corrected Collection 6.1 Terra MODIS data and provides support for widespread applications of near-surface atmospheric data.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据