Creating a Grade Thickness Long Section in Leapfrog

7/26/2019 Creating a Grade Thickness Long Section in Leapfrog

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Creating a grade-thickness long section in

Leapfrog

Ron Reid and Tim SchurrMay 26, 2014

One of the most common diagrams you see on stock market releases and on any wall in a mineoffice is a long section of the ore body. Where suitable this long section will display the ore as a

grade * thickness plot, perhaps it is called a gram metre plot, or a gram centimetre plot, a metre

ppm plot, perhaps even a metre per cent plot. Whatever your preference these images are simply

a long section showing the thickness of the ore body multiplied by the grade. This sort ofdiagram is really only useful when the ore body is tabular such as a vein or reef, whether it be

horizontal or vertical, or where the ore body can be represented as such. It is not really useful to

represent a large high sulphidation gold or bulk porphyry this way. If you can estimate or model

the ore body using a 2D metal accumulation grid then you can create a useful grade * thicknessplot.

I was asked recently if I knew if I could do this in Leapfrog. I had not done it before but a grade*

thickness plot is just a calculation of the grade times the widthin many estimates we

commonly estimate a vein or reef in 2 dimensions by modelling the thickness and the metal

accumulation (grade*thickness) variable and then back calculating the grade as metalaccumulation / thickness. It should be possible so I had a play. I found it is possible in LF

Mining, LF Geo had me stumped so I flicked the problem to Tim Schurr from ARANZ Geo and

thank him for coming up with the solution which I have included below for Leapfrog Geo users.

ARANZ Geo have mentioned that they are looking into making this workflow an integral part ofthe Leapfrog software.


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LF Mining

Using LF Mining the best way I could think of it to assume you are working with a veinwhichis usually the case for a grade by thickness view, even if it is not a true vein if the grade lens

has a depth x thickness x width this should still work.First you will need to either composite the drillhole assay data to a regular support (see mybasics of grade interpolation blogfor some ideas on how), or ensure you have a sample thickness

field in the assay tablethis is the best option as it allows you a little more flexibility in

modelling the vein. Then create a new interval selection on either the assay table or geology

table and select each of the mineralised intervals that form the lens or vein in question.

This process allows you to select those parts of the ore body that make a single vein or lens. This

selection is then used to create a vein model. To do this you extract the vein walls based on thisselection;

Of course if you have the interval already flagged in the database you can simply create acomposite Region and select the code from the correct column and Extract Single Vein from the
http://www.orefind.com/blog/orefind_blog/2013/06/27/basic-grade-interpolation-in-leapfroghttp://www.orefind.com/blog/orefind_blog/2013/06/27/basic-grade-interpolation-in-leapfroghttp://www.orefind.com/blog/orefind_blog/2013/06/27/basic-grade-interpolation-in-leapfrog


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Processing Actions item.

Figure 1. If your assay table has a code in it you can create a composite by region as a

single vein and select the vein in question.

This will create a selection based on the ore or vein flag that allows you to extract the vein walls.

Figure 2. This figure shows the composite by region as a single vein - the red zones show

the grade with the footwall and hanging wall points.

From these vein points you create new vein footwall and hangingwall surfaces.


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Figure 3. Vein walls have been modelled using the create surface option.

This process creates two separate interpolants that you can then combine to form a medial plane

(a plane down the middle) and model the vein.


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Figure 4. The process in creating a vein using the combined interpolants, this allows you to

create a medial plane (green surface above), and create two vein walls with which to build a

new vein model.

I created a structural trend of this plane to drive the thickness and grade interpolations inside the

vein domain interpolation but this is not really necessary. Use this plane to create the new vein,selecting the relevant foot and hanging wall points.

Figure 5. Creating a new vein from the combined interpolant is a simple process and doingit this way can commonly create a better outcome than creating the vein without the medial

surface - sometimes though the non-combined interpolants are the only way you can get an

acceptable outcome.


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Figure 6. The final vein with medial plane at the top and coloured by the thickness variable

at bottom, the thickness is automatically calculated and an evaluation variable is present

under the vein in the file structure.

There is currently no way to evaluate either the medial plane, or a composite file with this

thickness variable. To do this we have to export the thickness to a csv file and re-import into the

numeric folder. This exports the vein mesh vertices, each with X, Y and Z and the thickness

variable.


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Figure 7. The points are the mesh vertices coloured by thickness, you can adjust the

spacing of the mesh points by changing the resolution of the vein, these three images showthe vein with a 10m mesh, a 5m mesh and a 1m mesh. The finer the resolution, the larger

the file and the slower the processing

Figure 8. This shows the variation in size for the files shown in the images above. The 10m

mesh is fine for what we need to do in this instance, it is easy to change the vein mesh to a

finer one for better visual definition once we have exported the thickness variable.

You need to create a new interpolation of this thickness constrained by the vein domain. Thenext step then is to create a new domain of the vein, we can use this vein to create the new

thickness interpolant that will allow us to evaluate the medial plane and the composite and assay

files. It is also used to constrain the grade and gram metre interpolations.


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Once the domain has been created we can create a subset of the assay data by selecting data

using interpolants (for the evaluation) and interpolate the thickness variable using the re-imported vein thickness data and vein domain. To create the thickness interpolant we just run a

basic interpolate values process selecting the domain on the surfaces tab.


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This will create a nice thickness interpolant with some arbitrary shells for visual display (below).

To evaluate the domained subset of the Assay data against this thickness interpolation we have to


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create the subset, this is a simple process of right clicking on the domain and selecting selection -

> using interpolants and selecting the assay points (or the composite file). Of course to

accomplish this you will have needed to have extracted the assay or composite data to thenumeric data folder.

Once you have the subset of data you can evaluate the data against the thickness variable.

You then need to export the assay data to a csv for processing. This part is a bit manual and

repetitiveespecially if you have a large dataset but it works.Create a new file where you can filter each hole in the exported csv and average the X, Y and Z

coords, and the thickness variable (from the vein), a weighted average grade where you weight

the grade against the sample interval width (for each intersection), and calculate a gram metrevalue (au*thickness) for each hole (the AUOZ and AGOZ fields are just used for the average

weighting for the grade, using a straight grams calc will work here just as wellthe Au*Interval

is summed and divided by the total length of the interval to obtain the weighted average), eg;


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You transfer the bold line above to a new file so that each drillhole has only 1 line;

Save the new file as a new csv, eg something called Assay_Vein1_gramMetre, import this file

into the numeric folder in leapfrog and then generate a new interpolant for grade, thickness (bothto check the process worked) and the gram_metre field, all constrained to within the Vein1

domain created earlier.

You then evaluate the interpolants onto the medial plane for presentation purposes. The resultsare as follows;

Grade


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Figure 9. Grade, interpolated shells at the top, medial plane evaluation below

Vein thickness


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Figure 10. Vein Thickness, interpolated shells at the top, medial plane evaluation below

Gram Metres


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Figure 11. Gram Metre calculation, interpolated shells at the top, medial plane evaluation

below

A finer mesh on the medial plane will of course give you a smoother result on this version of the

displayat slower processing speeds and larger file size, eg;


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Figure 12. Medial plane of the vein coloured by GM values but on a 0.5m mesh rather than

the 2m mesh shown previously.

LF Geo

This is possible in LFGeo, the trouble is that the vein thickness evaluation is not accessible like itis in LFMining - ie. you cannot export the native thickness evaluation from the vein. This is

nothing intentional, just an oversight and outcome of LFGeo being relatively new software,

hopefully this will be rectified soon. To make this work with LFG1.4, you have to create yourown thickness evaluation using a distance interpolant. See below for the process as supplied by

Tim Shurr (ARANZ Geo).

1. Model your vein as a Geological Model using the standard LFGeo vein modelling workflow

below the vein is displayed coloured by the thickness variable.


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2. Extract the surface for the vein Hangingwall into the meshes folder

3. Create a distance interpolant from the HW surface by right clicking on the interpolants folder

and selecting New Distance Function.


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4. Extract the Vein Footwall vertices and then evaluate the new HW distance interpolant against

the FW points.

5. Then export the FW vertices including the evaluation to csv, then re-import the data into the

locations folder


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6. Interpolate the FW to HW distance values, using the boundary of the original vein in the

geological model as the constraint. Again be aware of the number of vertices you havea finemesh on your geological model will create a very large number of points, in LFGeo however you

can downsample the points if needed using the query "id % 10 = 0".

From here you just follow the procedure from LFMining. ie. Run the grade interpolant, evaluate

against the assay/composited points, then go to the spreadsheet program to perform themultiplication of Grade & Thickness. Bring it back into LFGeo and build your grade-thickness

model. The only variation from the procedure is you cannot create a medial plane in Geo, to do

this you simply create a new mesh, selecting the new mid points from the drillhole file youimport into the location data file. These points should sit at the midpoint in the vein (being an

average if the intersection) so can be used to create the surface you can evaluate against. You

also need to export the assay/composite file to a csv and import them into the locations folder

you cannot currently extract this data directly to the locations folder (another oversight). Also beaware that LFGeo does not show you what evaluations you have doneto see these you must

load the wireframe into the viewnot sure why ARANZ Geo decided to remove this

functionalityperhaps an oversight also.As an aside, for horizontal / flat volumes, LFGeo has a workflow for creating thickness

grids. These are done at export, using fixed meshes in the Meshes folder. The result is a

horizontal 2D grid of the thickness.


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Happy modelling

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Creating a Grade Thickness Long Section in Leapfrog