FOURIER-ANALYSIS OF MULTITEMPORAL AVHRR DATA APPLIED TO A LAND-COVER CLASSIFICATION

被引:120
作者
ANDRES, L [1 ]
SALAS, WA [1 ]
SKOLE, D [1 ]
机构
[1] UNIV NEW HAMPSHIRE,COMPLEX SYST RES CTR,DURHAM,NH 03824
基金
美国国家航空航天局;
关键词
D O I
10.1080/01431169408954145
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
A signal processing technique is presented and applied to annual patterns of the Global Vegetation Index (GVI) derived from the Advanced Very High Resolution Radiometer (AVHRR) to examine the frequency distribution of the multi-temporal signal. It is shown that frequencies of the signal are linked to integrated GVI, seasonal variability and subseasonal variability of the land cover type. These characteristics are used to derive a land cover classification.
引用
收藏
页码:1115 / 1121
页数:7
相关论文
共 14 条
[1]  
Brockwell P., 1991, TIME SERIES THEORY M, V2nd ed.
[2]   NORTH-AMERICAN VEGETATION PATTERNS OBSERVED WITH THE NOAA-7 ADVANCED VERY HIGH-RESOLUTION RADIOMETER [J].
GOWARD, SN ;
TUCKER, CJ ;
DYE, DG .
VEGETATIO, 1985, 64 (01) :3-14
[3]   ANALYSIS OF THE PHENOLOGY OF GLOBAL VEGETATION USING METEOROLOGICAL SATELLITE DATA [J].
JUSTICE, CO ;
TOWNSHEND, JRG ;
HOLBEN, BN ;
TUCKER, CJ .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1985, 6 (08) :1271-1318
[4]  
KINCHIN A, 1934, MATH ANN, V109, P604
[5]  
NYQUIST H, 1928, T AM I ELECTR ENG, P614
[6]   THE WAVELET TRANSFORM FOR THE ANALYSIS OF REMOTELY SENSED IMAGES [J].
RANCHIN, T ;
WALD, L .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1993, 14 (03) :615-619
[7]  
SHANNON CE, 1949, IRE P, V10
[8]   GLOBAL LAND COVER CLASSIFICATION BY REMOTE-SENSING - PRESENT CAPABILITIES AND FUTURE POSSIBILITIES [J].
TOWNSHEND, J ;
JUSTICE, C ;
LI, W ;
GURNEY, C ;
MCMANUS, J .
REMOTE SENSING OF ENVIRONMENT, 1991, 35 (2-3) :243-255
[9]   MULTITEMPORAL DIMENSIONALITY OF IMAGES OF NORMALIZED DIFFERENCE VEGETATION INDEX AT CONTINENTAL SCALES [J].
TOWNSHEND, JRG ;
GOFF, TE ;
TUCKER, CJ .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1985, 23 (06) :888-895
[10]   CHARACTERIZATION AND CLASSIFICATION OF SOUTH-AMERICAN LAND COVER TYPES USING SATELLITE DATA [J].
TOWNSHEND, JRG ;
JUSTICE, CO ;
KALB, V .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1987, 8 (08) :1189-1207