Evaluation of MODIS albedo product (MCD43A) over grassland, agriculture and forest surface types during dormant and snow-covered periods

被引:212
作者
Wang, Zhuosen [1 ]
Schaaf, Crystal B. [1 ]
Strahler, Alan H. [2 ]
Chopping, Mark J. [3 ]
Roman, Miguel O. [4 ]
Shuai, Yanmin [5 ,6 ]
Woodcock, Curtis E. [2 ]
Hollinger, David Y. [7 ]
Fitzjarrald, David R. [8 ]
机构
[1] Univ Massachusetts, Environm Earth & Ocean Sci Dept, Boston, MA 02125 USA
[2] Boston Univ, Dept Geog & Environm, Ctr Remote Sensing, Boston, MA 02215 USA
[3] Montclair State Univ, Dept Earth & Environm Studies, Montclair, NJ USA
[4] NASA, Terr Informat Syst Lab Code 619, Goddard Space Flight Ctr, Greenbelt, MD USA
[5] Earth Resources Technol Inc, Laurel, MD USA
[6] NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
[7] US Forest Serv, USDA, No Res Stn, Durham, NH USA
[8] SUNY Albany, Atmospher Sci Res Ctr, Albany, NY 12222 USA
关键词
MODIS standard and daily albedo product; Snow albedo; Forest; Grassland; Spatial representativeness; REFLECTANCE DISTRIBUTION FUNCTION; BROAD-BAND ALBEDO; IMAGING SPECTRORADIOMETER MODIS; BIDIRECTIONAL REFLECTANCE; EOS-MODIS; GROUND MEASUREMENTS; BOREAL FORESTS; LAND SURFACES; VALIDATION; RETRIEVAL;
D O I
10.1016/j.rse.2013.08.025
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study assesses the Moderate-resolution Imaging Spectroradiometer (MODIS) BRDF/albedo 8 day standard product and products from the daily Direct Broadcast BRDF/albedo algorithm, and shows that these products agree well with ground-based albedo measurements during the more difficult periods of vegetation dormancy and snow cover. Cropland, grassland, deciduous and coniferous forests are considered. Using an integrated validation strategy, analyses of the representativeness of the surface heterogeneity under both dormant and snow-covered situations are performed to decide whether direct comparisons between ground measurements and 500-m satellite observations can be made or whether finer spatial resolution airborne or spaceborne data are required to scale the results at each location. Landsat Enhanced Thematic Mapper Plus (ETM+) data are used to generate finer scale representations of albedo at each location to fully link ground data with satellite data. In general, results indicate the root mean square errors (RMSEs) are less than 0.030 over spatially representative sites of agriculture/grassland during the dormant periods and less than 0.050 during the snow-covered periods for MCD43A albedo products. For forest, the RMSEs are less than 0.020 during the dormant period and 0.025 during the snow-covered periods. However, a daily retrieval strategy is necessary to capture ephemeral snow events or rapidly changing situations such as the spring snow melt. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:60 / 77
页数:18
相关论文
共 93 条
[1]  
[Anonymous], 1989, Applied Geostatistics
[2]  
Augustine JA, 2000, B AM METEOROL SOC, V81, P2341, DOI 10.1175/1520-0477(2000)081<2341:SANSRB>2.3.CO
[3]  
2
[4]   Characterizing the spatial variability of broadband albedo in a semidesert environment for MODIS validation [J].
Barnsley, MJ ;
Hobson, PD ;
Hyman, AH ;
Lucht, W ;
Muller, JP ;
Strahler, AH .
REMOTE SENSING OF ENVIRONMENT, 2000, 74 (01) :58-68
[5]   Albedo over the boreal forest [J].
Betts, AK ;
Ball, JH .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1997, 102 (D24) :28901-28909
[6]   BOREAL FOREST AND TUNDRA ECOSYSTEMS AS COMPONENTS OF THE CLIMATE SYSTEM [J].
BONAN, GB ;
CHAPIN, FS ;
THOMPSON, SL .
CLIMATIC CHANGE, 1995, 29 (02) :145-167
[7]  
Carroll SS, 1996, WATER RESOUR BULL, V32, P267
[8]   Validation of MISR land surface broadband albedo [J].
Chen, Y. -M. ;
Liang, S. ;
Wang, J. ;
Kim, H. -Y. ;
Martonchik, J. V. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2008, 29 (23) :6971-6983
[9]   Quantifying spatial heterogeneity in streams [J].
Cooper, SD ;
Barmuta, L ;
Sarnelle, O ;
Kratz, K ;
Diehl, S .
JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY, 1997, 16 (01) :174-188
[10]  
Davis J.C., 2015, Statistics and data analysis in Geology, V3rd