Utilization of Current Data for Geospatial Analysis of the Appropriateness of Apple Plantation Land Based on Fuzzy Inference Systems
DOI:
https://doi.org/10.25126/jitecs.20194196Abstract
Apple is a high-value import fruit in Indonesia. One of the Apple production centers in Indonesia is Batu City, but the results tend to be declining in every year. To fulfill the demand of domestic apple industry, it is than a must to open new plantation land by observing the spatial factor. Expert and direct field review are needed to perform the analysis of land suitability, so that it will takes a lot of time and effort. Therefore, a smart system that can conduct geospatial analysis by using fuzzy inference system is developed. The data was obtained by using satellite imagery, data interpolation, and digitized and then analyzed into information. The analysis was performed on each pixel with six variable inputs including altitude, rainfall, humidity, air temperature, soil type and sun shine intensity. Besides that, the five-clustering output makes the results more accurate. From the results of the accuracy test, it is obtained a 92,86% accuracy, by comparing the results of the spatial analysis using fuzzy inference system with direct review on the field.References
M. A. Ch, M. A. Faheem, M. Khyzer, and B. Dost, “Globalization and its Impacts on the World Economic Development,†Int. J. Bus. Soc. Sci., vol. 2, no. 23, pp. 291–297, 2011.
A. Oxley, “Free Trade Agreements in the era of globalization new instruments to advance new interests the case of Australia,†no. 22, pp. 1–24, 2002.
S. W. Huang, “Global Trade Patterns in Fruits and Vegetables,†Int report., 2004.
E.G. Fonsah, et al., “The Fruits and Vegetables Industry in Indonesia : Production and Limited Access to Marketâ€, Bogor, 2004.
R. Poerwanto & M. Firdous, “Supply and Demand Trend of Tropical Fruits in Indonesia Indonesia Tropical Country of Asia,†Bogor, 2006. [Online]. Available at: http://www.itfnet.org/gfruit/Slides/Session 2/Supply and Demand Trend of Tropical Fruits in Indonesia.pdf.
K. Suryanata, “Fruit Trees Under Contract: Tenure and Land Use Change in Upland Java, Indonesia,†World Development, 22(10), pp.1567–1578, 1994.
T. Brinkhoff, “Statistic of Batu City,†2014. [Online]. Available: https://www.citypopulation.de/php/indonesia-admin.php?adm2id=3579. [Accessed: 10-Mar-2016].
R.S. Rana, et al., “Impact of Climate Change on Shift 0f Apple Belt in Himachal Pradesh,†In Impact of Climate Change on Agriculture. ISPRS Archives, 1993.
T. Whipple, “The feasibility of establishing an apple orchard in the kansas city, missouri region,†Central Michigan University, Kansas, 2013.
W. Aditiyas, A. T. S. Haji, J. B. Rahadi, “Spasial Analisis for Evaluation of Apple’s Land Suitability In Batu City – East Java,†pp. 1–7, 1999.
T. Munawwarah, R. Sholeh, F. Agus, H. R. Hatta, “Integrated Analytical Hierarchy Process (AHP) and GIS for Land Use Suitability Analysis,†in 2014 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE), vol. 32, no. 4, pp. 587–594, 2014.
Ritung S, Wahyunto, Agus F, Hidayat H. , “Land Suitability Evaluation with a case map of Aceh Barat District. Indonesian Soil Research Institute and World Agroforestry Centreâ€, Bogor, Indonesia.
I. Wahyuni, W.F. Mahmudy, A. Iriany, “Rainfall Prediction in Tengger Region Indonesia using Tsukamoto Fuzzy Inference Systemâ€, International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Yogyakarta, Indonesia, 23-24 August 2016.
T.N Fatyanosa, W.F. Mahmudy, “Implementation of Real Coded Genetic Fuzzy System for Rainfall Forecasting,†in 2016 International Conference on Sustainable Information Engineering and Technology (SIET), Malang, 17 October, Fakultas Ilmu Komputer, Universitas Brawijaya, pp. 24-33.
L. Godo, & Gottwald, S., “Fuzzy sets and formal logics,†Fuzzy Sets and Systems, 281, pp.44–60. 2015. Available at: http://dx.doi.org/10.1016/j.fss.2015.06.021.
T. V. Reshmidevi, T. I. Eldho, and R. Jana, “A GIS-integrated fuzzy rule-based inference system for land suitability evaluation in agricultural watersheds,†Agric. Syst., vol. 101, no. 1–2, pp. 101–109, 2009.
J. Sun, Z. Liu, Y. Wei, and A. I. Selection, “Spatial analysis and present situation evaluation of urban residential land suitability based on GIS : A case study in Changchun , China,†Environ. Sci., pp. 1–4, 2009.
J. Zhang, Y. Su, J. Wu, and H. Liang, “GIS based land suitability assessment for tobacco production using AHP and fuzzy set in Shandong province of China,†Comput. Electron. Agric., vol. 114, pp. 202–211, 2015.
United States Geographical Survey, “EarthExplorer,†2015. [Online]. Available: http://earthexplorer.usgs.gov/.[Accessed: 12-jan-2016]
Y. A. N. Hong, H. A. Nix, M. F. Hutchinson, and T. H. Booth, “Spatial Interpolation of Monthly Mean Climate Data for,†Int. J. Climatol., vol. 1379, pp. 1369–1379, 2005.
D. A. I. and D. R. M. Parikshit Ranade, “Geostatistical Analyst,†2010.
F. Ramdani, “Lecturing on Satellite Imagery Processing and GIS Based on Internet and Open Source Software,†in IGARSS 2011, pp. 4080–4082, 2011
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