COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE

This research aims at obtaining a method with better accuracy based on the results of comparing several computation methods. In this paper, the methods used are: Nearest neighborhood Point (NNP), Inverse Distance Weight (IDW) and kriging. The computation of this laterite nickel reserve is limited by...

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Main Author: ABDUL LATIF (NIM 22105002), ANAS
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/7183
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:7183
spelling id-itb.:71832017-09-27T14:55:58ZCOMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE ABDUL LATIF (NIM 22105002), ANAS Indonesia Theses INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/7183 This research aims at obtaining a method with better accuracy based on the results of comparing several computation methods. In this paper, the methods used are: Nearest neighborhood Point (NNP), Inverse Distance Weight (IDW) and kriging. The computation of this laterite nickel reserve is limited by the Cut of Grade (Cog); for limonite nickel, the composition of Ni &#8805; 1.2% and Fe &#8805; 25%; for saprolite, the composition of Ni &#8805; 1.8% and Fe &#8804; 25%. The result of calculating limonite using NNP method was 888,750 tons, using IDW 857,820 tons, and using kriging 924,590 tons. Moreover, the result for saprolite using NNP was 3,045,700 tons, using IDW 3,087,370 tons, and using kriging method 2,922,540 tons. Based on the visual observation on two sections, namely East-West crossing and North-South crossing from the three methods, it can be concluded that the most readily observable methods, IDW and NNP can be implemented for computing the laterite nickel reserves in Pulau Gee, since the sections can approximate the original ones. On the scatterplot of the limonite for NNP, the value of R is approximately one. For saprolite, the value of R equals one. This shows that laterite nickel sediments are distributed evenly, thus in the search radius of 10 m from the drill point, we can obtain relatively similar values of thickness and compositions. <br /> <br /> 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 research aims at obtaining a method with better accuracy based on the results of comparing several computation methods. In this paper, the methods used are: Nearest neighborhood Point (NNP), Inverse Distance Weight (IDW) and kriging. The computation of this laterite nickel reserve is limited by the Cut of Grade (Cog); for limonite nickel, the composition of Ni &#8805; 1.2% and Fe &#8805; 25%; for saprolite, the composition of Ni &#8805; 1.8% and Fe &#8804; 25%. The result of calculating limonite using NNP method was 888,750 tons, using IDW 857,820 tons, and using kriging 924,590 tons. Moreover, the result for saprolite using NNP was 3,045,700 tons, using IDW 3,087,370 tons, and using kriging method 2,922,540 tons. Based on the visual observation on two sections, namely East-West crossing and North-South crossing from the three methods, it can be concluded that the most readily observable methods, IDW and NNP can be implemented for computing the laterite nickel reserves in Pulau Gee, since the sections can approximate the original ones. On the scatterplot of the limonite for NNP, the value of R is approximately one. For saprolite, the value of R equals one. This shows that laterite nickel sediments are distributed evenly, thus in the search radius of 10 m from the drill point, we can obtain relatively similar values of thickness and compositions. <br /> <br />
format Theses
author ABDUL LATIF (NIM 22105002), ANAS
spellingShingle ABDUL LATIF (NIM 22105002), ANAS
COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE
author_facet ABDUL LATIF (NIM 22105002), ANAS
author_sort ABDUL LATIF (NIM 22105002), ANAS
title COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE
title_short COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE
title_full COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE
title_fullStr COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE
title_full_unstemmed COMPARATIVE STUDY BETWEEN THE METHODS OF NEAREST NEIGHBORHOOD POINT (NNP), INVERSE DISTANCE WEIGHT (IDW) AND KRIGING ON THE COMPUTATION OF LATERITE NICKEL RESERVE
title_sort comparative study between the methods of nearest neighborhood point (nnp), inverse distance weight (idw) and kriging on the computation of laterite nickel reserve
url https://digilib.itb.ac.id/gdl/view/7183
_version_ 1822015468016238592