Validating MODIS land surface reflectance and albedo products: methods and preliminary results

被引:302
作者
Liang, SL
Fang, HL
Chen, MZ
Shuey, CJ
Walthall, C
Daughtry, C
Morisette, J
Schaaf, C
Strahler, A
机构
[1] Univ Maryland, Dept Geog, Lab Global Remote Sensing Studies, College Pk, MD 20742 USA
[2] ARS, Hydrol & Remote Sensing Lab, USDA, Beltsville, MD USA
[3] NASA, Goddard Space Flight Ctr, Biospher Sci Branch, Greenbelt, MD 20771 USA
[4] Boston Univ, Dept Geog, Boston, MA 02215 USA
[5] Boston Univ, Ctr Remote Sensing, Boston, MA 02215 USA
基金
美国国家航空航天局;
关键词
D O I
10.1016/S0034-4257(02)00092-5
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents the general methods and some preliminary results of validating Moderate-Resolution Imaging Spectroradiometer (MODIS) land surface reflectance and albedo products using ground measurements and Enhanced Thematic Mapper Plus (ETM+) imagery. Since ground "point" measurements are not suitable for direct comparisons with MODIS pixels of about 1 km over heterogeneous landscapes, upscaling based on high-resolution remotely sensed imagery is critical. In this study, ground measurements at Beltsville, MD were used to calibrate land surface reflectance and albedo products derived from ETM+ imagery at 30 m, which were then aggregated to the MODIS resolution for determining the accuracy of the following land surface products: (1) bidirectional reflectance from atmospheric correction, (2) bidirectional reflectance distribution function (BRDF), (3) broadband albedos, and (4) nadir BRDF-adjusted reflectance. The initial validation results from ground measurements and two ETM+ images acquired on October 2 and November 3, 2000 showed that these products are reasonably accurate, with typically less than 5% absolute error. Final conclusions on their accuracy depend on more validation results. (C) 2002 Elsevier Science Inc. All rights reserved.
引用
收藏
页码:149 / 162
页数:14
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