Relationships between Moderate Resolution Imaging Spectroradiometer water indexes and tower flux data in an old-growth conifer forest

被引:8
作者
Cheng, Yen-Ben [1 ,2 ]
Wharton, Sonia [2 ]
Ustin, Susan L. [1 ,2 ]
Zarco-Tejada, Pablo J. [1 ]
Falk, Matthias [2 ]
U, Kyaw Tha Paw [2 ]
机构
[1] Univ Calif Davis, Ctr Spatial Technol & Remote Sensing, Davis, CA 95616 USA
[2] Univ Calif Davis, Dept Land Air & Water Resources, Davis, CA 95616 USA
基金
美国国家航空航天局;
关键词
MODIS; AVIRIS; equivalent water thickness; vegetation index; water index AmeriFlux; eddy covariance; net ecosystem exchange (NEE);
D O I
10.1117/1.2747223
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Methods to accurately estimate the biophysical and biochemical properties of vegetation are a major research objective of remote sensing. We assess the capability of the MODIS satellite sensor to measure canopy water content and evaluate its relationship to ecosystem exchange (NEE) for an evergreen forest canopy. A time-series of three vegetation indexes were derived from MODIS data, the Normalized Difference Vegetation Index (NDVI), the Normalized Difference Water Index (NDWI), and the Normalized Difference Infrared Index (NDII), which were compared to physically based estimates of equivalent water thickness (EWT) from the airborne AVIRIS hyperspectral instrument over a temperate conifer forest in southwestern Washington. After cross-calibration of the imagery, water indexes derived from MODIS showed good agreement with AVIRIS EWT, while the NDVI was insensitive to water content variation. Three years of NEE data from eddy covariance measurements at the Wind River AmeriFlux tower were compared with the time series of MODIS indexes, which show seasonal water content has similar trajectory with NEE. In contrast, the MODIS NDVI time series did not yield a good relationship with NEE. This study demonstrates the potential to use MODIS water indexes for spatial and temporal NEE estimation at regional and global scales in appropriate ecosystems.
引用
收藏
页数:26
相关论文
共 89 条
[1]   ESTIMATING ABSORBED PHOTOSYNTHETIC RADIATION AND LEAF-AREA INDEX FROM SPECTRAL REFLECTANCE IN WHEAT [J].
ASRAR, G ;
FUCHS, M ;
KANEMASU, ET ;
HATFIELD, JL .
AGRONOMY JOURNAL, 1984, 76 (02) :300-306
[2]   Simulated and observed fluxes of sensible and latent heat and CO2 at the WLEF-TV tower using SiB2.5 [J].
Baker, I ;
Denning, AS ;
Hanan, N ;
Prihodko, L ;
Uliasz, M ;
Vidale, PL ;
Davis, K ;
Bakwin, P .
GLOBAL CHANGE BIOLOGY, 2003, 9 (09) :1262-1277
[3]   POTENTIALS AND LIMITS OF VEGETATION INDEXES FOR LAI AND APAR ASSESSMENT [J].
BARET, F ;
GUYOT, G .
REMOTE SENSING OF ENVIRONMENT, 1991, 35 (2-3) :161-173
[4]   Factors controlling long- and short-term sequestration of atmospheric CO2 in a mid-latitude forest [J].
Barford, CC ;
Wofsy, SC ;
Goulden, ML ;
Munger, JW ;
Pyle, EH ;
Urbanski, SP ;
Hutyra, L ;
Saleska, SR ;
Fitzjarrald, D ;
Moore, K .
SCIENCE, 2001, 294 (5547) :1688-1691
[5]   A remote sensing study of the NDVT-Ts relationship and the transpiration from sparse vegetation in the sahel based on high-resolution satellite data [J].
Boegh, E ;
Soegaard, H ;
Hanan, N ;
Kabat, P ;
Lesch, L .
REMOTE SENSING OF ENVIRONMENT, 1999, 69 (03) :224-240
[6]   Validation of a hyperspectral curve-fitting model for the estimation of plant water content of agricultural canopies [J].
Champagne, CM ;
Staenz, K ;
Bannari, A ;
McNairn, H ;
Deguise, JC .
REMOTE SENSING OF ENVIRONMENT, 2003, 87 (2-3) :148-160
[7]   Net ecosystem exchanges of carbon, water, and energy in young and old-growth Douglas-fir forests [J].
Chen, JQ ;
U, KTP ;
Ustin, SL ;
Suchanek, TH ;
Bond, BJ ;
Brosofske, KD ;
Falk, M .
ECOSYSTEMS, 2004, 7 (05) :534-544
[8]   Biophysical controls of carbon flows in three successional Douglas-fir stands based on eddy-covariance measurements [J].
Chen, JQ ;
Falk, M ;
Euskirchen, E ;
U, KTP ;
Suchanek, TH ;
Ustin, SL ;
Bond, BJ ;
Brosofske, KD ;
Phillips, N ;
Bi, RC .
TREE PHYSIOLOGY, 2002, 22 (2-3) :169-177
[9]   Modeling seasonal changes in live fuel moisture and equivalent water thickness using a cumulative water balance index [J].
Dennison, PE ;
Roberts, DA ;
Thorgusen, SR ;
Regelbrugge, JC ;
Weise, D ;
Lee, C .
REMOTE SENSING OF ENVIRONMENT, 2003, 88 (04) :442-452
[10]   Gap filling strategies for defensible annual sums of net ecosystem exchange [J].
Falge, E ;
Baldocchi, D ;
Olson, R ;
Anthoni, P ;
Aubinet, M ;
Bernhofer, C ;
Burba, G ;
Ceulemans, R ;
Clement, R ;
Dolman, H ;
Granier, A ;
Gross, P ;
Grünwald, T ;
Hollinger, D ;
Jensen, NO ;
Katul, G ;
Keronen, P ;
Kowalski, A ;
Lai, CT ;
Law, BE ;
Meyers, T ;
Moncrieff, H ;
Moors, E ;
Munger, JW ;
Pilegaard, K ;
Rannik, Ü ;
Rebmann, C ;
Suyker, A ;
Tenhunen, J ;
Tu, K ;
Verma, S ;
Vesala, T ;
Wilson, K ;
Wofsy, S .
AGRICULTURAL AND FOREST METEOROLOGY, 2001, 107 (01) :43-69