CFP last date
20 May 2024
Reseach Article

Identification of Spatial Patterns of Food Insecurity Regions using Moran's I (Case Study: Boyolali Regency)

by Constatina A. Widi P., Wiranto Herry Utomo, Sri Yulianto J. P.
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 72 - Number 2
Year of Publication: 2013
Authors: Constatina A. Widi P., Wiranto Herry Utomo, Sri Yulianto J. P.
10.5120/12470-8862

Constatina A. Widi P., Wiranto Herry Utomo, Sri Yulianto J. P. . Identification of Spatial Patterns of Food Insecurity Regions using Moran's I (Case Study: Boyolali Regency). International Journal of Computer Applications. 72, 2 ( June 2013), 54-62. DOI=10.5120/12470-8862

@article{ 10.5120/12470-8862,
author = { Constatina A. Widi P., Wiranto Herry Utomo, Sri Yulianto J. P. },
title = { Identification of Spatial Patterns of Food Insecurity Regions using Moran's I (Case Study: Boyolali Regency) },
journal = { International Journal of Computer Applications },
issue_date = { June 2013 },
volume = { 72 },
number = { 2 },
month = { June },
year = { 2013 },
issn = { 0975-8887 },
pages = { 54-62 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume72/number2/12470-8862/ },
doi = { 10.5120/12470-8862 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:36:54.066823+05:30
%A Constatina A. Widi P.
%A Wiranto Herry Utomo
%A Sri Yulianto J. P.
%T Identification of Spatial Patterns of Food Insecurity Regions using Moran's I (Case Study: Boyolali Regency)
%J International Journal of Computer Applications
%@ 0975-8887
%V 72
%N 2
%P 54-62
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The aim of this research is to identify spatial pattern of food insecurity based on neighbors analysis concept by using Moran's I Method. Besides it, this research is to know whether neighbors analysis concept can be used to be the correlation indicator spatially for food insecurity in an area compared to another area. From FSVA, 2009, the research used seven indicators and the research areas are 19 districts in Boyolali Regency. Based on Neighbors analysis concept by using Moran's I method, there are some district in Boyolali regency, 2008, which is categorized as potentially food insecure area, there are Wonosegoro, Kemusu, Ampel dan Cepogo districts. While on 2009 – 2010 there are 5 districts, Wonosegoro, Kemusu, Ampel, Cepogo dan Sambi. From this research, the index of Moran's 9 indicators the index is about +1, it means that the indicators has a high correlation. Based on Moran's Index, the indicators which has correlation of the food insecurity in Boyolali Regency from 2008 – 2010 are Habitant percentage which live below the poor level and limited electricity access in the areas.

References
  1. Departemen Pertanian, 2009, Peta Kerawanan Pangan Indonesia (Food Insecurity Atlas), Pusat Kewaspadaan pangan, Badan Ketahanan Pangan, September 2005, (http://www. foodsecurityatlas. org/idn/country/fsva-2009-peta-ketahanan-dan-kerentanan-pangan-indonesia/bab-1-pendahuluan).
  2. Karanganyar Pos, 2009, kecamatan di Boyolali rawan pangan, (http://www. karanganyarpos. com/2009/5-kecamatan-di-Boyolali-rawan-pangan-2435).
  3. Departemen Pertanian, 2009, Pusat Ketersediaan dan Kerawanan Pangan 2010, Kebijakan Pengembangan Ketersediaan Pangan. Bahan Paparan Workshop Dewan Ketahanan Pangan, September 2009. Jakarta.
  4. Departemen Pertanian, 2010, Pusat Ketersediaan dan Kerawanan Pangan 2010, Kebijakan Pengembangan Ketersediaan Pangan. Bahan Paparan Workshop Dewan Ketahanan Pangan, 20-22 September 2010. Jakarta.
  5. Prasetyo, S. Y, 2010, Endemic Outbreaks of Brown Planthopper in Indonesia Using Exploratory Spatial Data Analysis. International Journal of Computer Science Issues, Vol. 9, Issue 5, No 1, September 2012.
  6. Tsai PJ, 2012, Application Of Moran's Test With An Empirical Bayesian Rate To Leading Health Care Problems In Taiwan In A 7-Year Period (2002-2008). Glob J Health Sci, 4 Juli 21012, 4(5):63-77.
  7. Anselin, 1998, GIS Reseach Infrastructure for Spatial Analysis of Real Estate Markets, Journal of Housing Research, Volume 9, Issue 1.
  8. Chen Y. , 2010, On The Four Types of Weight Functions for Spatial Contiguity Matrix, Department of Geography, College of Environmental Sciences, Peking University, Beijing.
  9. LeSage, J. P. , 1999, The Theory and Practice of Sapcial Econometrics, Department of Economics, University of Toledo.
  10. Vitton, P. , 2010, Notes on Spatial Econometric Models, City and Regional Planning.
  11. Arrowiyah, Sutikno, 2009, Spatial Pattern Analysis Kejadian Penyakit Demam Berdarah Dengue Informasi Early Warning Bencana di Kota Surabaya, Institut Teknologi Surabaya.
  12. Harvey dkk, 2008, The North American Animal Disease Spread Model: A simulation model to assist decision making in evaluating animal disease incursions, Preventive Veterinary Medicine, Vol 82, Halaman 176-197.
  13. Dormann C. F. , McPherson J. M. , Methods to Account for Spatial Autocorrelation in the Analysis of Species Distributional Data : a review, Ecography 30 : 609628, 2007, doi: 10. 1111/j. 2007. 0906-7590. 05171. x
  14. Puspitawati Dewi, 2012. Pemodelan Pola Spasial Demam Berdarah Dengue di Kabupaten Semarang Menggunakan Fungsi Moran's I. Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana.
  15. Celebioglu dan Dall'erba, 2008, Spatial Disparities across The Regions of Turkey : on exploratory spatial data analysis, Ann Reg Sci (2010) 45: 379-400, DOI 10. 1007/s00168-009-0313-8.
  16. Anselin, L. , 1995, Local Indicators of Spatial Association-LISA, Geographical Analysis, Vol. 27, No. 2 (April 1995) @ Ohio State University Press.
  17. Oliveau, S. , Guilmoto, C. Z. , 2010, Spatial Correlation And Demography. Exploring India's Demographic Patterns, "XXVC Congrès International De La Population, Tours : France (2005)".
  18. BPS, Kecamatan dalam Angka 2010 , Kabupaten Boyolali.
  19. Wonogiri pos, 2013, http://www. wonogiripos. com/2013/soloraya/Boyolali/duh-desa-ngendroloka-belum-tersentuh-listrik-381716
  20. Celebioglu dan Dall'erba, 2008, Spatial Disparities across The Regions of Turkey : on exploratory spatial data analysis, Ann Reg Sci (2010) 45: 379-400, DOI 10. 1007/s00168-009-0313-8.
  21. Anselin, L. , 1995, Local Indicators of Spatial Association-LISA, Geographical Analysis, Vol. 27, No. 2 (April 1995) @ Ohio State University Press.
  22. Oliveau, S. , Guilmoto, C. Z. , 2010, Spatial Correlation And Demography. Exploring India's Demographic Patterns, "XXVC Congrès International De La Population, Tours : France (2005)"
Index Terms

Computer Science
Information Sciences

Keywords

Spatial pattern Moran's I spatial statistic food insecurity