Analysing NDVI for the African continent using the geostationary meteosat second generation SEVIRI sensor

被引:101
作者
Fensholt, R
Sandholt, I
Stisen, S
Tucker, C
机构
[1] Univ Copenhagen, Inst Geog, DK-1350 Copenhagen, Denmark
[2] Univ Copenhagen, Inst Geog, Copenhagen, Denmark
[3] NASA, Goddard Space Flight Ctr, Greenbelt, MD 20771 USA
关键词
Africa; geostationary; in situ measurements; NDVI; MSG; vegetation monitoring;
D O I
10.1016/j.rse.2005.11.013
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 presents first results on Normalized Difference Vegetation Index (NDVI), from the Spinning Enhanced Visible and Infrared Imager (SEVIRI) sensor onboard the geostationary satellite Meteosat Second Generation (MSG) covering the African continent. With a temporal resolution of 15 min MSG offers complementary information for NDVI monitoring compared to vegetation monitoring based on polar orbiting satellites. The improved temporal resolution has potential implications for accurate NDVI assessment of the African continent; e.g. the increased amount of available scenes are expected to help overcome problems related to cloud cover which makes the MSG data particularly well suited for early warning systems. Time series of 2004 MSG NDVI was compared to MODIS (Moderate Resolution Imaging Spectroradiometer) Terra and Aqua NDVI for the Dahra site in the Senegalese Sahel, West Africa. It was found that NDVI was available for 82 days with multiple cloud free acquisitions per day during the growing season as compared to 47 days with information from either MODIS Terra or Aqua for that particular site. Differences in MSG SEVIRI and MODIS BRDF on a seasonal scale were found to influence the time series of NDVI for the test site; MSG NDVI being higher than MODIS in July-August and lower in October-November. Preliminary composite analysis suggests that the period of compositing to produce continent scale cloud free products can be reduced to similar to 5 days using MSG NDVI as compared to polar orbiting data. With the availability of diurnal reflectance information the significance of differences between the red and near-infrared wavelengths due to anisotropy become evident, causing diurnal variations in observed NDVI. Diurnal MSG NDVI was compared to in situ measured MSG NDVI at the test site in Senegal and the same "bowl-shaped" diurnal curve was found for a medium dense cover of annual grasses. The range in observed NDVI and time of diurnal minimum was different due to different viewing geometry. Daily minimum of in situ measured NDVI was around solar noon whereas minimum MSG NDVI occurs one hour prior to noon due to the test site location 12 degrees west of the satellite sensor. Diurnal variation in observed NDVI was studied for a number of pixels characterized by different sensor view zenith angles and vegetation types. This analysis illustrated the diurnal NDVI dependency of illumination conditions, view angle and vegetation intensity and pinpoints the importance of proper BRDF modeling to produce daily values of MSG NDVI normalized for acquisition time, which will be the subject of a forthcoming paper. (c) 2006 Elsevier Inc. All rights reserved.
引用
收藏
页码:212 / 229
页数:18
相关论文
共 50 条
[41]   A review of the application of BRDF models to infer land cover parameters at regional and global scales [J].
Roberts, G .
PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT, 2001, 25 (04) :483-511
[42]   Physical mechanisms in hyperspectral BRDF data of grass and watercress [J].
Sandmeier, S ;
Muller, C ;
Hosgood, B ;
Andreoli, G .
REMOTE SENSING OF ENVIRONMENT, 1998, 66 (02) :222-233
[43]   First operational BRDF, albedo nadir reflectance products from MODIS [J].
Schaaf, CB ;
Gao, F ;
Strahler, AH ;
Lucht, W ;
Li, XW ;
Tsang, T ;
Strugnell, NC ;
Zhang, XY ;
Jin, YF ;
Muller, JP ;
Lewis, P ;
Barnsley, M ;
Hobson, P ;
Disney, M ;
Roberts, G ;
Dunderdale, M ;
Doll, C ;
d'Entremont, RP ;
Hu, BX ;
Liang, SL ;
Privette, JL ;
Roy, D .
REMOTE SENSING OF ENVIRONMENT, 2002, 83 (1-2) :135-148
[44]  
Schmetz J, 2002, B AM METEOROL SOC, V83, P977, DOI 10.1175/1520-0477(2002)083<0977:AITMSG>2.3.CO
[45]  
2
[46]  
TEIANU B, 2004, 2004 EUMETSAT MET SA
[47]   RED AND PHOTOGRAPHIC INFRARED LINEAR COMBINATIONS FOR MONITORING VEGETATION [J].
TUCKER, CJ .
REMOTE SENSING OF ENVIRONMENT, 1979, 8 (02) :127-150
[48]  
TUCKER CJ, IN PRESS EXTENDED AV
[49]   Land surface albedo from the synergistic use of polar (EPS) and geo-stationary (MSG) observing systems - An assessment of physical uncertainties [J].
van Leeuwen, WJD ;
Roujean, JL .
REMOTE SENSING OF ENVIRONMENT, 2002, 81 (2-3) :273-289
[50]   Canopy structure parameters derived from multi-angular remote sensing data for terrestrial carbon studies [J].
Widlowski, JL ;
Pinty, B ;
Gobron, N ;
Verstraete, MM ;
Diner, DJ ;
Davis, AB .
CLIMATIC CHANGE, 2004, 67 (2-3) :403-415