EXPLORATION GEOLOGY (EVAL TECHNIQUES) Flashcards
expectations for an exploration geologists
1) Familiar with Mineral Deposit Geology
2) Understand implications of extraction on the hydrology of the mineral deposit area
3) Recognize importance of collecting geotech data as a precaution to strata control problems
4) Propose suitable mining methods
5) Assess economic viability
The basis of all geological evaluation
Sample
A scientific, selective process applied to a large mass or group (population) to reduce its bulk for interpretation purposes
Sampling
The portion of mineralized rock which are analyzed for elements of interest
Assay Portion
Parameters: Population = ________________: Sample
Statistics
The property that defines a population whose constituent units are strictlty identical with one another
Homogeneity
Mineralisation is what type of population?
Heterogeneity
Sampling methods which ensures that all constituent units of the pupulation have a uniform probability of being slected to form the sample and the integrity of sample is respected
Random Sampling
Mean
Average
Median
Middle value of an ordered sample of numerical values
Mode
Value that occurs most frequently
Variance
The measure of the spread or dispersion of values about the mean (midpoint)
Small variance - concetrated about the mean
Large - Spread out about the mean central clustering is weak
Standard Deviation
Square root of the variance
Normal Distribution
?Curve is Symmetrical and bell shaped
?Variable has a continuous and symmetrical distribution about the mean
?All three measure of central tendencies coincide
?Standard Deviation is realted to the area under the curve
Asymmetrical Distribution
?Much of Geological data
?Assymetric Cuve (Proponderance of low values with a long tail of high values - Positive Skew - nasa kanan ang tail)
?Median lies in between mode and mean
Mathematical Transformation of Skewed data to normal distribution
1) Log Normal Transformation
2) Gaussian transformation - (simulation data)
Type of statistics which specify conditions regarding the nature of the population being sampled
Parametric Statistics
Independent of nature of population and is necessary in Mineral exploration
Non Parametric Statistics
Three main steps of Sampling
1) Extraction of the samples from in-situ Minerals - involves delimitation and collection
2) Preparation of the Assay Portion - involves reduction both mass and grain size to an assay portion for chemical analyses
3) Analysis of the Assay Portion
Includes all errors in all the three steps of sampling
Global Estimation Error (GE)
Includes all error in extraction and preparation
Total Sampling error (TE)
Part of TE which is inherent in both extraction and Preparation (error in the procedures and decisions)
Selection Errors (SE)
Errors are restriced to mechanical processes used in sample reduction such as crushing, weighing, drying, grinding
Preparation Errors (PE)
Minimizing Selection Errors (SE)
1) Correct definition Sample Spacing
2) Correct definition of the Sampling Area
?Long dimension of the sample must be perpendicular to the dip of mienralisation never parallel
?Cut in plan is ideally circular, square or rectangle
?Length should penetrate the full length of the sampled area
3) Correct extraction and collection - Ideal Diamond Core Drilling
4) Correct preparation of the assay portion from original sample
Type of SE which comprises the inherent heterogeneity of the sample which also represents the irreducible minimum of the TE
Fundamental Error (FE)
Possible sources of Preparation Errors (PE)
Mga errors due to careless treatment of samples and can be caused by inasequate crushing and grinding equipment
1) Alteration due to overheating during drying (coal, sulfides of Hg, As, Sb, Bi)
2) Alteration of the the sample’s physical condition due to mishandling
3) Losses due to assay portion preparation - can be checked by consistently weighing samples at each reduction stage)
4) Sample contamination (steel chips from hammers, crushing and grinding equipments)
5) Unintentional Sampling errors (Mislabeling and mixing of fractions of different samples)
correct sampling techniques
Random Sampling
Variance of a larger sample tends to be
Smaller
Variability is (directly, indirectly) Proportional to sample volume
Indirectly (the larger the volume the smaller the variance)
Largest scree size which retains 5% of the material
Maximum Particle Size
How much should the dimenstions of the collection device be when sampling?
3X the LxWxH of the Max particle size
SAMPLING
PROCEDURE
Channel sampling
?A channel is cut in an outcrop w/ the same diameter as the core being collected
?Cut using a happer or a chisel or circular saw ACROSS the STRIKE of a mineralisation
?Cutting is allowed to fall to the floor covered a plastic sheet or sample tray from which it will be collected and bagged
?Best delimiting and extracting technique
?Provides samllest possible contribution to total error
Stratified Sampling
?Sampling relative to distinct and seaparate types of mienralisation
?Reduces Natiral Variation and variance
Chip Sampling
?Obtained by collecting rock particles “chipped” from a surface either linearly or over an area
?Rock chips from blastholes using scoops, channels or pipes pushed into heap
?Corellated with the core for corrections
?used as an ienxpensive reconnaissance tool prior to more expensive channel sampling
Grab Sampling
?Consist of already broken materials (floats)
?Handfuls or shovelfuls of Brocken rock picked at random in convenient location
?Low cost-rapid
?best used where mienralized rock as LOW VARIANCE(massive)
?Used as Quality control of mineralisation at strategic sampling points such as stope outlets and in an open pit
What is the ultimate purpose of sampling?
Estimate content by valuable constituents (mean and variance)