Two soil profile reconstruction techniques

被引:23
作者
McBratney, AB [1 ]
Bishop, TFA [1 ]
Teliatnikov, IS [1 ]
机构
[1] Univ Sydney, Dept Agr Chem & Soil Sci, Sydney, NSW 2006, Australia
关键词
splines; soil profile reconstruction; Tikhonov regularisation;
D O I
10.1016/S0016-7061(00)00039-2
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
This paper presents two different soil profile reconstruction techniques; the fitting of equal-area quadratic splines (EQS) through bulked horizon data and the use of Tikhonov regularisation (TR) on layered apparent electrical conductivity readings measured from an electromagnetic induction instrument. A Red Kurosol was used to demonstrate the two techniques. The results revealed some problems with both. For the spline reconstruction problems occur when the morphological horizons do not reflect accurately the depth function of a particular soil attribute. For TR a major problem is choosing the regularisation order without a priori information. Both methods are useful in different situations, the spline reconstruction when horizon data are available and TR when no or little soil information is available as the reconstruction relies only on instrument readings from an electromagnetic induction instrument. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:209 / 221
页数:13
相关论文
共 19 条
[1]   Modelling soil attribute depth functions with equal-area quadratic smoothing splines [J].
Bishop, TFA ;
McBratney, AB ;
Laslett, GM .
GEODERMA, 1999, 91 (1-2) :27-45
[2]   Tikhonov regularization of electrical conductivity depth profiles in field soils [J].
Borchers, B ;
Uram, T ;
Hendrickx, JMH .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1997, 61 (04) :1004-1009
[3]  
BREWER R, 1968, 9TH T INT C SOIL SCI, V4, P489
[4]  
HANSEN PC, 1993, 305 TECHN U DENM DAN
[5]  
Isbell R. F., 1996, The Australian soil classification.
[6]   SPLINE RESPONSE FUNCTIONS FOR DIRECT AND CARRY-OVER EFFECTS INVOLVING A SINGLE NUTRIENT [J].
JAUREGUI, MA ;
PARIS, Q .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1985, 49 (01) :140-145
[7]  
*MATHW, 1995, MATL MATHW
[8]  
McNeill J.D., 1980, TN6
[9]   NUMERICAL-ANALYSIS OF SOILS - COMPARISON OF 3 SOIL PROFILE MODELS WITH FIELD CLASSIFICATION [J].
MOORE, AW ;
RUSSELL, JS ;
WARD, WT .
JOURNAL OF SOIL SCIENCE, 1972, 23 (02) :193-&
[10]  
Northcote K H, 1971, FACTUAL KEY RECOGNIT