Grade Estimation Examples

This topic is part of the Grade Estimation range of topics.

Example 1 – Nearest Neighbor and Inverse Power Distance

The first example is a run of ESTIMA using the Nearest Neighbor and Inverse Power Distance methods.

The Search Volume Parameter file, SRCPARM1, is shown below. Remember that all 24 fields are compulsory. Three separate search volumes have been defined. The first two will be used for this example, and the third for example 2.

The first search ellipsoid has an axis of 100m dipping at 45 degrees in the direction N25(degrees)E. The second axis is 40m and is aligned horizontally in the direction E25(degrees)S. The third axis of the search ellipsoid is 10m, perpendicular to the other two. The second search ellipsoid has the same rotations as the first ellipsoid, and then a third clockwise rotation of 65 degrees is applied in the new XY plane.

 

SREFNUM

SMETHOD

SDIST

Y

Z

ACT DIST

TRAN DIST

FIELD

1

1

2

40

100

10

25

45

0

2

2

2

40

100

10

25

45

65

3

3

2

70

60

80

12

34

56

 

 

SAXIS1

SAXIS2

SAXIS3

MINNUM1

MAXNUM1

SVOLFAC2

MINNUM2

MAXNUM2

1

3

1

3

1

10

-

-

-

2

3

1

3

1

500

-

-

-

3

3

1

3

1

11

-

-

-

 

 

SVOLFAC3

MINNUM3

MAXNUM3

OCTMETH

MINOCT

MINPEROC

MAXPEROC

MAXKEY

1

-

-

-

0

-

-

-

-

2

-

-

-

0

-

-

-

-

3

-

-

-

0

-

-

-

-

All fields in the Estimation Parameter file, except VALUE_IN, are optional. In this example 7 fields are specified for file ESTPARM1, and so the remaining fields all take their default values.

In particular this means that ANISO=1, so the anisotropy ellipsoid for distance weighting is the same as the search ellipsoid.

 

VALUE_IN

VALUE-OU

NUMSAF_F

SREFNUM

IMETHOD

POWER

ADDCON

1

AU

AU-NN

-

1

1

-

-

2

AU

AU-IPD

IPD-NUM

2

2

1

5

The required files for ESTIMA are shown below. No fields or parameters have been specified as they all take their defaults.

!ESTIMA &PROTO(PROTOMOD), &IN(SAMPLES), &MODEL(MOD1EST),

&SRCPARM(SRCPARM1), &ESTPARM(ESTPARM1)

Example 2 – Ordinary Kriging

The Search Volume Parameter file used here is the same file as used for example 1. The Estimation Parameter file, ESTPARM2, contains the following fields:

 

VALUE_IN

VALUE-OU

NUMSAF_F

VAR_F

SREFNUM

IMETHOD

VREFNUM

LOG

1

AU

AU-KRG

N-KRG

KV-KRG

3

3

5

0

2

AU

AU-LOG

N-LOG

KV-LOG

1

3

6

1

 

The Variogram Model Parameter file, VMODPARM is:

 

VREFNUM

VANGLE1

VANGLE2

VANGLE3

VAXIS1

VAXIS2

VAXIS3

NUGGET

1

5

12

34

56

3

1

3

10

2

6

25

45

0

3

1

3

0.1

 

ST1

ST1PAR

ST1PAR2

ST1PAR3

ST1PAR4

1

1

40

30

50

20

2

1

45

35

55

0.2

The required fields and parameters for ESTIMA are shown below. All fields and all other parameters take their defaults.

!ESTIMA &PROTO(PROTOMOD), &IN(SAMPLES), &MODEL(MOD2EST),

&SRCPARM(SRCPARM1), &ESTPARM(ESTPARM2),

@XPOINTS=3, @YPOINTS=3, @ZPOINTS=3

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