LINEAR MIXING AND THE ESTIMATION OF GROUND COVER PROPORTIONS

被引：750

作者：

SETTLE, JJ

DRAKE, NA

机构：

[1] NERC Unit for Thematic Information Systems, Department of Geography, University of Reading, Whiteknights, Reading

[2] Department of Geography, University of Reading, Whiteknights, Reading

[3] Department of Geography, King’s College London, Strand

来源：

INTERNATIONAL JOURNAL OF REMOTE SENSING | 1993年 / 14卷 / 06期

关键词：

D O I：

10.1080/01431169308904402

中图分类号：

TP7 [遥感技术];

学科分类号：

081102 ; 0816 ; 081602 ; 083002 ; 1404 ;

摘要：

In this paper we consider how we may determine the relative proportions of ground cover components in a mixed pixel. We assume the usual linear model for signal mixing and examine a number of methods, closely related, for estimating the proportions. We also show how the precision of our estimates can be defined. We introduce a new estimator which is based on regularisation principles and which produces a smoother set of images than other methods, and gives more accurate estimates. The methods are compared on a simulated data set.

引用

页码：1159 / 1177

页数：19

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