Mapping regencies and cities in East Java related food potential using the K-means method
M. Mardianto, Suliyanto, F. Effendy, A. D. Cahyasari, C. Purwoko, Netha Aliffia, Antonio Nikolas Manuel Bonar Simamora
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引用次数: 0
Abstract
The Food Agriculture Organization (FAO) and the International Food Policy Research Institute (IFPRI) stated that the COVID-19 pandemic could create a new food crisis that affected a country's food security. This can interfere with one of the Sustainable Development Goals (SDGs) target, namely ending hunger, achieving food security, improving nutrition, and promoting sustainable agriculture, one of which is for developing countries like Indonesia. To improve food security, there is an Indonesian government program related to the movement for a diverse, balanced, and safe diet in Indonesia, called B2SA. In this study, the grouping of regions in East Java is based on food production results which include staple food commodities, side dishes, vegetables, and fruits sourced from Statistics Indonesia 2020 through cluster analysis using the K-means method. The optimal cluster selection is based on the largest coefficient of determination and the smallest internal cluster dispersion rate (ICD rate). The results of this study are two optimal clusters of each food commodity where for side dishes, vegetables, and fruits, one of the clusters reflects the highest production yield, the difference is far from other regions. These results can be a recommendation for local and national governments in supporting the B2SA eating pattern movement and food security stability in Indonesia. © 2022 American Institute of Physics Inc.. All rights reserved.
利用k -均值法绘制东爪哇相关粮食潜力的摄政区和城市
联合国粮食农业组织(FAO)和国际粮食政策研究所(IFPRI)表示,2019冠状病毒病(COVID-19)大流行可能造成新的粮食危机,影响到一个国家的粮食安全。这可能会干扰可持续发展目标(sdg)的一项具体目标,即消除饥饿、实现粮食安全、改善营养和促进可持续农业,其中一项目标是针对印度尼西亚等发展中国家。为了改善食品安全,印尼政府有一个与印尼多样化、平衡和安全饮食运动相关的项目,称为B2SA。在本研究中,东爪哇地区的分组是基于粮食生产结果,包括主食商品、配菜、蔬菜和水果,这些数据来自印度尼西亚统计局2020,通过使用K-means方法进行聚类分析。最优聚类选择是基于最大的决定系数和最小的内部聚类分散率(ICD率)。本研究的结果是每个食品商品的两个最优集群,其中对于配菜,蔬菜和水果,其中一个集群反映了最高的生产产量,与其他地区的差异很大。这些结果可以作为地方和国家政府支持B2SA饮食模式运动和印尼粮食安全稳定的建议。©2022美国物理学会。版权所有。
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