ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING

In oil palm plantation, pests are problem that affects the productivity of palm plants. In this thesis, pest that affect oil palm productivity is rat. Case study is carried out on an oil palm plantation in Sulawesi. The spatial relationships of these plantations can be displayed with variance of the...

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Main Author: Wedy Yeni Octaviani, Resti
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/38949
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:38949
spelling id-itb.:389492019-06-20T13:08:12ZESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING Wedy Yeni Octaviani, Resti Indonesia Final Project oil palm, rat, semivariogram, covariogram, kriging block, sum of square error. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/38949 In oil palm plantation, pests are problem that affects the productivity of palm plants. In this thesis, pest that affect oil palm productivity is rat. Case study is carried out on an oil palm plantation in Sulawesi. The spatial relationships of these plantations can be displayed with variance of the difference in the number of rat attacks between two locations, that spatial relationships called semivariogram. Estimated number of rat pests can be obtained using block kriging. Calculations of block kriging to obtain estimation of the number rat pests in an area will use the covariogram function. Covariogram function is obtained by using the relationship between covariogram function and semivariogram function. The best semivariogram model is chosen by the smallest value of sum of square error (SSE). Covariogram function then used to estimate the required covariance in the block kriging. The results of kriging estimation of each model then compared, SSE kriging would determine the best semivariogram model. In this case, model with smallest SSE model is the model that gave smallest SSE kriging. The model is Gauss, with SSE for 16 discretization points is 400.420. The estimated value of ???? from the Gauss model is 10.1 units. This means in a radius of 10.1 units, the number of rat pests between locations is similar. Thus, it is necessary to watch out for areas that have high rat pests toward the surrounding area within the radius. 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 In oil palm plantation, pests are problem that affects the productivity of palm plants. In this thesis, pest that affect oil palm productivity is rat. Case study is carried out on an oil palm plantation in Sulawesi. The spatial relationships of these plantations can be displayed with variance of the difference in the number of rat attacks between two locations, that spatial relationships called semivariogram. Estimated number of rat pests can be obtained using block kriging. Calculations of block kriging to obtain estimation of the number rat pests in an area will use the covariogram function. Covariogram function is obtained by using the relationship between covariogram function and semivariogram function. The best semivariogram model is chosen by the smallest value of sum of square error (SSE). Covariogram function then used to estimate the required covariance in the block kriging. The results of kriging estimation of each model then compared, SSE kriging would determine the best semivariogram model. In this case, model with smallest SSE model is the model that gave smallest SSE kriging. The model is Gauss, with SSE for 16 discretization points is 400.420. The estimated value of ???? from the Gauss model is 10.1 units. This means in a radius of 10.1 units, the number of rat pests between locations is similar. Thus, it is necessary to watch out for areas that have high rat pests toward the surrounding area within the radius.
format Final Project
author Wedy Yeni Octaviani, Resti
spellingShingle Wedy Yeni Octaviani, Resti
ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING
author_facet Wedy Yeni Octaviani, Resti
author_sort Wedy Yeni Octaviani, Resti
title ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING
title_short ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING
title_full ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING
title_fullStr ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING
title_full_unstemmed ESTIMATION OF RAT PESTS ATTACK IN OIL PALM PLANTATION USING BLOCK KRIGING
title_sort estimation of rat pests attack in oil palm plantation using block kriging
url https://digilib.itb.ac.id/gdl/view/38949
_version_ 1822925155335143424