利用模糊聚类法根据气候特征对中爪哇省各地区进行聚类

Natalie Novenrodumetasa, G. K. Gandhiadi, Ketut Jayanegara, Kabupaten Purbalingga, Kabupaten Banjarnegara, Kabupaten Kebumen, Kabupaten Purworejo, Kabupaten Wonosobo, Kabupaten Magelang, Kabupaten Sukoharjo, Kabupaten Demak, K. Semarang, Kabupaten Pekalongan, Kota Magelang, Kabupaten Boyolali, Kabupaten Klaten, Kabupaten Wonogiri, Kabupaten Karanganyar, Kabupaten Sragen, Kabupaten Grobogan, Kabupaten Blora, Kabupaten Rembang, Kabupaten Pati, Kabupaten Kudus, Kabupaten Jepara, Kabupaten Temanggung, Kabupaten Kendal, Kabupaten Batang, Kabupaten Pemalang, Kabupaten Tegal
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引用次数: 0

摘要

影响人类生活的因素有很多,气候就是其中之一。各地区气候条件的差异导致了社会环境的差异。这些差异被称为潜在的自然资源、生计和社会文化条件。气候对文化的影响体现在人们的衣着打扮、房屋形状等方面。中爪哇省的行政区分组是基于气候特征的相似性,采用模糊聚类的方法进行的。中爪哇省的县级分组结果是基于气候特征的相似性,使用了 4 个不同数量的聚类以及分区系数和分类熵指数的有效性检验。根据指数有效性检验的结果,最佳分组结果为 2 个聚类,分区系数值为 0.911233,分类熵值为 0.07979。第 1 个聚类由 13 个地区组成,聚类中心的气温为 27.9°C,降雨量为 2418 毫米,龙骨湿度为 804%;第 2 个聚类和航空基地由 22 个聚类中心地区组成,气温为 26.6°C,降雨量为 4087 毫米,湿度为 81.3%。
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PENGELOMPOKKAN KABUPATEN DI PROVINSI JAWA TENGAH BERDASARKAN KARAKTERISTIK IKLIM MENGGUNAKAN FUZZY CLUSTERING
There are many factors affecting human life, one of which is climate. Differences in climatic conditions in each region result in differences in the environment in society. The differences are referred to as potential natural resources, livelihoods, and social cultural conditions. The climate has an impact on culture in terms of how people dress, the shape of houses, and so on. The regency group in Central Java Province is based on similarities in climate characteristics using fuzzy clustering. The data used were taken from Central Java Provincial Statistical Office in 2022.The results of district grouping in Central Java Province are based on similarities in climate characteristics using fuzzy clustering with 4 different number of clusters and the validity tests of the Partition Coefficient and Classification Entropy indices. Based on the results of the index validity test, the optimal grouping results are 2 clusters with a Partition Coefficient value of 0.911233 and a Classification Entropy value of 0.07979. The 1st cluster consists of 13 districts with a cluster center at 27.9°C for air temperature, 2418mm for rainfall, and 804% for keelThe 2nd cluster and airbase consist of 22 cluster central districts at 26.6 °C for air temperature, 4087 mm for rainfall, and 81.3% for humidity.
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