Image transforms as a tool for the study of soil salinity and alkalinity dynamics

被引:42
作者
Dwivedi, RS [1 ]
Sreenivas, K [1 ]
机构
[1] Natl Remote Sensing Agcy, Dept Space, Govt India, Hyderabad 500037, Andhra Pradesh, India
关键词
D O I
10.1080/014311698215883
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Principal components analysis (PCA), ratioing, image differencing and intensity-hue-saturation (IHS) transformation have been widely used in monitoring various natural resources and environmental hazards. In our study, the temporal behaviour of salt-affected soils in the Indo-Gangetic alluvial plains of Uttar Pradesh has been studied using Landsat MSS data for 1975 and 1992. Apart from routine digital classification of temporal MSS data using Guassian maximum likelihood algorithm, PCA, image differencing, and ratioing were also evaluated for their potential in bringing out temporal changes in salt-affected soils, if any. The results indicate that the third principle component, image differencing, and ratioing of the first two MSS bands for two periods have brought out substantial information associated with the temporal behaviour of salt-affected soils.
引用
收藏
页码:605 / 619
页数:15
相关论文
共 22 条
[1]  
ABROL IP, 1971, 4142 FAO
[2]  
[Anonymous], [No title captured]
[3]  
DALE PER, 1991, APPL REMOTE SENSING, P71
[4]  
DALE PER, 1991, INT GEOGR UN C MON G, P63
[5]   MONITORING AND THE STUDY OF THE EFFECTS OF IMAGE SCALE ON DELINEATION OF SALT-AFFECTED SOILS IN THE INDO-GANGETIC PLAINS [J].
DWIVEDI, RS .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1992, 13 (08) :1527-1536
[6]  
EASTMAN JR, 1992, ASPRS ACSM RT92 TECH, V1, P195
[7]  
FAKUHARA M, 1980, P S MACH PROC REM SE, P1
[8]  
FAKUHARA M, 1979, P INT S MACH PROC RE, P242
[9]   PRINCIPAL COMPONENTS-ANALYSIS OF MULTITEMPORAL IMAGE PAIRS [J].
INGEBRITSEN, SE ;
LYON, RJP .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1985, 6 (05) :687-696
[10]  
JOHNSTON RJ, 1980, MULTIVARIATE STAT AN