机载WIDAS数据的Landsat卫星反照率初步验证

Dandan He, Ziti Jiao*, Yadong Dong, Xiaoning Zhang, Anxin Ding, Siyang Yin, Lei Cui, Yaxuan Chang

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

5 引用 (Scopus)

摘要

Surface albedo is one of the key parameters in the investigation of surface energy balance. Accurate inversion of surface albedo is important for the evaluation on climate change. For the multi-angle reflectance data of an airborne Wide-angle Infrared Dual-mode line/area Array Scanner (WIDAS) in Genhe Region, Inner Mongolia, the Bidirectional Reflectance Distribution Function (BRDF) archetype-based algorithm was initially applied in forest experimental area. First, we extracted four BRDF archetypes based on the hotspot-corrected linear kernel-driven BRDF models, i.e., RossThickChen-LiSparseReciprocal and anisotropic flat index, in the experimental region of Genhe. Then, we applied these archetypes as a priori knowledge to the albedo inversion of WIDAS airborne data in the forest of the region. Finally, the albedo of WIDAS and the data observed by surface flux tower were used to verify Landsat albedo. In this study, we analyzed the robustness of the BRDF archetype-based algorithm in retrieving small-angle observations in forest experimental area. The results are as follows. (1) The surface albedo retrieved by the BRDF archetype-based algorithm has high accuracy and stability, and the total Root Mean Square Error (RMSE) of Landsat albedo was approximately 0.02 and deviation was 0.0057. (2) Given the available observation range of WIDAS in the experimental area of Genhe in 2016 was 25°, the BRDF archetype-based algorithm showed robust inversion capability in small observation angles. Therefore, when the multi-angle observation range was narrow, the albedo of airborne WIDAS retrieved by the BRDF archetype-based algorithm can be in good agreement with that of the Landsat, providing a means to effectively address the problem and validate the satellite albedo.

投稿的翻译标题Preliminary verification of Landsat satellite albedo from airborne WIDAS data
源语言繁体中文
页(从-至)53-61
页数9
期刊National Remote Sensing Bulletin
23
1
DOI
出版状态已出版 - 25 1月 2019
已对外发布

关键词

  • AFX
  • BRDF archetype
  • Kernel-driven BRDF model
  • Landsat
  • Surface albedo
  • Wide-angle Infrared Dual-mode line/area Array Scanner (WIDAS)

指纹

探究 '机载WIDAS数据的Landsat卫星反照率初步验证' 的科研主题。它们共同构成独一无二的指纹。

引用此