MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION

This study discusses an analysis of the gold veins resource modeling using the principle indicators, they are using Indicator Kriging (IK) and Sequential Indicator Simulation (SIS) from data assay of gold vein mineralization from Pongkor, West Java. The data used in this study is a data explorati...

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Main Author: Rivai Sitindaon, Samuel
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/56795
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:56795
spelling id-itb.:567952021-07-02T11:45:12ZMODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION Rivai Sitindaon, Samuel Indonesia Theses indicator kriging, sequential indicator simulation, full indicator kriging, the median indicator kriging, Grade-Tonnage Curves INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/56795 This study discusses an analysis of the gold veins resource modeling using the principle indicators, they are using Indicator Kriging (IK) and Sequential Indicator Simulation (SIS) from data assay of gold vein mineralization from Pongkor, West Java. The data used in this study is a data exploration drilling as many as 136 points. From the validation results indicate that relatively only a few data is available or has not been proportional to the volume of ore bodies, wide range (average 50 m to the north), and have some data outliers. Furthermore, the data is divided into deciles class with nine (9) cut off grades, then converted into the form of indicator data. Variogram modeling done with the data indicators for each cut off grades. Grade Estimation was conducted with IK using algorithm of FIK (Full Indicator Kriging) and MIK (Median Indicator Kriging). While simulation of grades conducted using SIS. Gold resource calculation is done using the search volume (R) of the average range indicator variogram. The cumulative distribution curve and the curve Grade-Tonnage for any cut off gradest displayed to validate the results of the estimation and simulation of composite data in the block. From these results it can be concluded that the method of IK with algoritm of FIK is the most suitabele. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description This study discusses an analysis of the gold veins resource modeling using the principle indicators, they are using Indicator Kriging (IK) and Sequential Indicator Simulation (SIS) from data assay of gold vein mineralization from Pongkor, West Java. The data used in this study is a data exploration drilling as many as 136 points. From the validation results indicate that relatively only a few data is available or has not been proportional to the volume of ore bodies, wide range (average 50 m to the north), and have some data outliers. Furthermore, the data is divided into deciles class with nine (9) cut off grades, then converted into the form of indicator data. Variogram modeling done with the data indicators for each cut off grades. Grade Estimation was conducted with IK using algorithm of FIK (Full Indicator Kriging) and MIK (Median Indicator Kriging). While simulation of grades conducted using SIS. Gold resource calculation is done using the search volume (R) of the average range indicator variogram. The cumulative distribution curve and the curve Grade-Tonnage for any cut off gradest displayed to validate the results of the estimation and simulation of composite data in the block. From these results it can be concluded that the method of IK with algoritm of FIK is the most suitabele.
format Theses
author Rivai Sitindaon, Samuel
spellingShingle Rivai Sitindaon, Samuel
MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION
author_facet Rivai Sitindaon, Samuel
author_sort Rivai Sitindaon, Samuel
title MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION
title_short MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION
title_full MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION
title_fullStr MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION
title_full_unstemmed MODELLING OF VEIN GOLD RESOURCES WITH METHOD OF INDICATOR KRIGING AND SEEQUENTIAL INDICATOR SIMULATION
title_sort modelling of vein gold resources with method of indicator kriging and seequential indicator simulation
url https://digilib.itb.ac.id/gdl/view/56795
_version_ 1822002458711293952