Cluster Analysis of The Potential Palawija Plants in Central Java Province

Mujiono Mujiono, Eko Sumartono

Abstract


This study aims to research the potential of secondary crops in Central Java exploitation cluster analysis (non-hierarchical) and maping employing a geographic information system. processing was allotted using SPSS 15.0 and Arcgis 10. 2. The results showed that Sukoharjo, Kudus, Demak, Pekalongan, Pemalang, Tegal, Brebes, Magelang town, Surakarta City, Salatiga City, city City, Pekalongan City, Tegal City had low potential (cluster 3), whereas Cilacap, Banjarnegara, Kebumen, Purworejo, Wonosobo, Boyolali, Wonogiri, Grobogan, Blora, Rembang, Temanggung, High Potential are classified as medium. The regions with high potential for secondary crops are Banyumas, Purbalingga, Magelang, Klaten, Karanganyar, Sragen, Pati, Semarang, Kendal, and Batang.


Keywords


Agriculture; Cluster Analysis; Palawija

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References


Anzori Tawakal; Ricky Zulfiandry; Eko Sumartono; Silke Sachanovrissa. (2022). Bengkulu Coffee Production Development.

AGRITEPA: Jurnal Ilmu Dan Teknologi Pertanian, 9(1), 85–112. https://doi.org/https://doi.org/10.37676/agritepa.v9i1.2148

ArcGISHub. (2019). Peta Jenis Tanah Jawa Tengah. https://hub.arcgis.com/maps/95c8a0faece94c12b9b038f00952ac57/explore?location=-7.215951%2C110.266788%2C9.51

Battaglia; Onofrio R. (2015). Cluster Analysis of Educational Data: an Example of Quantitative Study on the answers to an Open-Ended Questionnaire. ArXiv, 1512.08998.

Briones; Roehlano; Felipe Jesus. (2013). Agriculture and Structural Transformation in Developing Asia: Review and Outlook. In ADB Economics Working Paper Series. https://www.adb.org/sites/default/files/publication/30380/ewp-363.pdf

Dinas Pertanian dan Pangan. (2018). Keuntungan Menanam Palawija untuk Lahan Pertanian. Diperpa Kab. Badung. https://diperpa.badungkab.go.id/artikel/18041

Dinas Pertanian dan Perkebunan. (2017). The State of Food Crops in Central Java Province. In The State of Food Crops in Central Java Province.

Dwinora, N., Sumartono, E., & Sumantri, B. (2018). Analysis Efficiency of Luwak Coffee Business. Agritropica Journal, 1(2), 8–84. https://doi.org/10.31186/J.Agritropica.1.2.78-84

Herniwati. (2012). Peranan Geographic Information System (GIS) Dalam Perencanaan Pengembangan Pertanian. Buletin BPTP Sulawesi Selatan. Buletin. https://sulsel.litbang.pertanian.go.id/ind/index.php/publikasi/buletin/53-buletin-nomor-6-tahun-2012

Hoeppner, J. W., Entz, M. H., McConkey, B. G., Zentner, R. P., & Nagy, C. N. (2006). Energy use and efficiency in two Canadian organic and conventional crop production systems. Renewable Agriculture and Food Systems, 21(1), 60–67. https://doi.org/10.1079/raf2005118

Ikhsan; M Faisal Nur. (2018). Sektor Pertanian Jateng Masih Menjanjikan. Bisnis.Com; Bisnis.com. https://semarang.bisnis.com/read/20211228/535/1482626/sektor-pertanian-jateng-masih-menjanjikan

L Kaufman; Rousseeuw; J Peteer. (2005). Finding Groups in Data: An Introduction in Cluster Analysis. A John Wiley & Sons, Inc.,Publication; www.ru.ac.bd. http://www.ru.ac.bd/stat/wp-content/uploads/sites/25/2019/03/503_09_Kaufman_Finding-Groups-in-Data-An-Introduction-to-Cluster-Analysis.pdf

Mahdalena, M., Simanjuntak, P. dan Nopeline, N. (n.d.). Analisis Sektor Basis dan Potensi Ekonomi di Kabupaten Deli Serdang. Jurnal Ekonomi Dan Bisnis Nommensen VI, 1, 16–24. http://akademik.uhn.ac.id/portal/public_html/Ekonomi/EkonomiPembangunan/Nancy_Nopeline/ANALISIS SEKTOR BASIS DAN POTENSI EKONOMI.pdf

Mauluddin, S., & Suarna, N. (2018). Expert System for Determining Soil Types Based on PH Levels for Palawija Plants Using the K-Means Clustering Method. Jurnal ICT Information Communication & Technology, 17(1), 11–17. https://pdfs.semanticscholar.org/3c5e/436f0ec5a4a4a13eb18b7e36441afd320947.pdf

Mehta, T; Satishbhai; & Kathiriya Dhaval; R. (2017). A Study and Analysis of Land Use Classification using Geographical Information System. International Journal of Advanced Research in Computer Science, 8(1), 115 – 119. https://doi.org/https://doi.org/10.26483/ijarcs.v8i1.2862

Metternicht, G. (2018). Land Use and Spatial Planning: Enabling Sustainable Management of Land Resources. Springer Briefs in Earth Sciences Switzerland, 978. https://doi.org/https://doi.org/10.1007/978-3-319-71861-3

Noviyanti, D. et al. (2020). Analisis Perkembangan Wilayah Provinsi Jawa Barat Untuk Arahan Pembangunan Berbasis Wilayah Pengembangan. Jurnal Geografi Unimed, 12(1), 57–73. https://doi.org/https://doi.org/10.24114/jg.v12i01.14799

OECD/WTO. (2019). Aid for Trade at a Glance 2019: Economic Diversification and Empowerment. OECD Publishing Paris. https://doi.org/10.1787/18ea27d8-en.

Peltonen-Sainio, P., Jauhiainen, L., & Lehtonen, H. (2016). Land Use, Yield and Quality Changes of Minor Field Crops: Is There Superseded Potential to Be Reinvented in Northern Europe? https://doi.org/10.1371/journal.pone.0166403

Pusat Informasi dan Inovasi Daerah. (2020). DAKOTA Si Teman Tani (Landak Otomatis Penghalau Gulma dan Penyubur Tanaman serta Efisiensi Tenaga Petani). https://pindah.jatengprov.go.id/inovasi/detail/365

Roux, M. (2018). A Comparative Study of Divisive and Agglomerative Hierarchical Clustering Algorithms. Journal of Classification, Springer Verlag, 35(2), 345–366. https://hal.archives-ouvertes.fr/hal-02085844

Safitri, D. (2012). Analisis Cluster Pada Kabupaten/Kota Di Jawa Tengah Berdasarkan Produksi Palawija. Jurnal Media Statistika, 5(1), 11–16. https://doi.org/10.14710/medstat.5.1.11-16

Sari, N. Mustika & Kushardono, D. (2019). Analisis Dampak Pembangunan Infrastruktur Bandara Internasional Jawa Barat Terhadap Alih Fungsi Lahan Pertanian Melalui Citra Satelit Resolusi Tinggi. Jurnal Geografi Unimed, 11(2), 146–162. https://doi.org/https://doi.org/10.24114/jg.v11i2.13470

Saunders, J. (2010). Cluster Analysis. Journal of Marketing Manejement, 10(1–3), 13–28. https://doi.org/https://doi.org/10.1080/0267257X.1994.9964257

Schaller, Lena, et al. (2018). Agricultural landscapes, ecosystem services and regional competitiveness—Assessing drivers and mechanisms in nine European case study areas. Land Use Policy, 76, 735–745. https://doi.org/https://doi.org/10.1016/j.landusepol.2018.03.001

Setiadi, H. et al. (2021). Paddy Field Conversion in Indonesia in a Contemporary Geographic Perspective: a Conceptual Overview of Human-Nature Dialectics. Jurnal Geografi Unimed, 13(2), 195–210. https://doi.org/https://doi.org/10.24114/jg.v13i2.21027

Smith, P., & Gregory, P. J. (2013). Climate change and sustainable food production. Proceedings of the Nutrition Society, 72(1), 21–28. https://doi.org/10.1017/S0029665112002832

Song, B. et al. (2020). Measuring Multifunctional Agricultural Landscapes. Land, 9(8), 1–30. https://doi.org/https://doi.org/10.3390/land9080260

Zambon, I. et al. (2019). Revolution 4.0: Industry vs. Agriculture in a Future Development for SMEs. Processes, 7(1), 1–16. https://doi.org/https://doi.org/10.3390/pr7010036

Zinovyev A. (2010). Data Visualization In Political And Social Sciences. Arxiv Preprint 1008.1188. https://doi.org/https://arxiv.org/abs/1008.1188




DOI: http://dx.doi.org/10.26418/j.sea.v11i2.57432

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EDITORIAL ADDRESS

Department of Agricultural Socio-economic,
Agriculture Faculty, Universitas Tanjungpura
Prof. Dr. H. Hadari Nawawi St., Pontianak,
West Kalimantan, Indonesia 78124
Email: [email protected]

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