QI Wendong, LIU Qiang, HONG Youtang. Comparison analysis based on different inverse algorithms of surface albedo products[J]. Journal of Remote Sensing, 2014,18(3):559-572.
QI Wendong, LIU Qiang, HONG Youtang. Comparison analysis based on different inverse algorithms of surface albedo products[J]. Journal of Remote Sensing, 2014,18(3):559-572. DOI: 10.11834/jrs.20133118.
但是仍存在时间分辨率低和数据缺失等问题。本文基于均匀站点观测数据与MODIS的MCD43B3产品验证了GLASS(Global LAnd Surface Satellite)地表反照率产品的3种算法及其对应的反照率产品:AB1(ABD01)、AB2(ABD03)和STF(ABD06)。并分析比较了GLASS反照率初级产品到最终产品的质量提升。结果表明:最终产品ABD06与地面观测数据符合最好
Surface albedo significantly affects the balance of surface energy and variation of global climate. Previously
surface a lbedo products have achieved significant success; however
many problems remain
such as low temporal resolution and missing data. Based on the observation data of uniform sites and MCD43B3 production of MODIS
this article verifies three algorithms and their products that arrive separately from a surface albedo production called Global LAnd Surface Satellite( GLASS): AB1(ABD01)
AB2(ABD03)
and STF(ABD06). Then
we analyze and compare the improvement in quality between the initial and f inal products of GLASS. The result shows that the product ABD06 has the best matching with ground observation data
where the RMSE is 0. 050 and R2is 0. 9. In addition
compared with MCD43B3’s surface albedo product
the best consistency is also observed for ABD06
which is supported by the largest number of valid data among the three different products( ABD06 is 5507
ABD01 is 4290
and ABD03 is 3296)
and the RMSE is better than 0. 03
while R2is 0. 9. Therefore
ABD06 is suitable for the production of long time series’ surface albedo products. The statistical result for a large amount of data also shows that with up to80% of the d ata coming from GLASS’s three products
we can satisfy the accuracy requirement for the deviation between the climate model of the surface albedo and products(0. 02—0. 05).