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All Journal CAUCHY: Jurnal Matematika Murni dan Aplikasi AGRIKAN Jurnal Ilmiah Agribisnis dan Perikanan
Muzakir Hi Sultan
Universitas Muhmmadiyah Maluku Utara
Agriculture, Biological Sciences & Forestry Mathematics

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Journal : AGRIKAN Jurnal Ilmiah Agribisnis dan Perikanan

 1 
Identification of Tuna and Skipjack Fish Texture Using GLCM With Naive Bayes Classification Muzakir Hi. Sultan; Ruslan Laisouw
Agrikan: Jurnal Agribisnis Perikanan Vol 13, No 2 (2020)
Publisher : Sangia Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29239/j.agrikan.13.2.285-291

Abstract

Fish in Indonesian waters have various types, the famous ones are tuna and skipjack. The two types of fish look similar, because they come from the same family, namely scombridae. To find out and differentiate types of tuna and skipjack fish, it can be seen based on the texture image. The method that can be used in analyzing texture is the Gray Level Coocurent Matrix (GLCM) method. There are several methods of image classification, one of which is the Naive Bayes method. This study aims to identify types of tuna and skipjack based on texture analysis using the GLCM and Naive Bayes methods. Based on the results of testing data analysis on types of tuna and skipjack meat using GLCM with angles  and , the distance of each pixel is 1, indicating the value of Energy, Entropy Contrast, Homogeneity, Correlation, Sum Average, and Sum of Variance are highly varies. As well as the Naive Bayes classification results obtained a probability of 0.58 or 58% categorized as tuna meat, while the remaining probability of 0.42 or 42% is categorized as skipjack.
Sebaran Parameter Klorofil-a di Perairan Pulau Ternate Hubungnya dengan Hasil Tangakapn Ikan Pelagis Kecil Armain Naim; Muzakir Hi. Sultan
Agrikan: Jurnal Agribisnis Perikanan Vol 12, No 2 (2019)
Publisher : Sangia Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1382.238 KB) | DOI: 10.29239/j.agrikan.12.2.322-325

Abstract

Penelitian ini dilaksanakan selama bulan Mei sampai Juli 2019 bertempat di perairan pulau Ternate, dengan tujuan untuk mengkaji sebaran konsentrasi klorofil-a dan hubungannya dengan hasil tangkapan ikan pelagis kecil di perairan Pulau Ternate. Pengguanaan metode eksperimtal fishing, dengan data hasil penelitian di analisis menggunakan analisis SIG dan analisis statistik.  Hasil penelitian di dapat bahwa konsentrasi klorofil-a memberikan respon terhadap kehadiran ikan pelagis kecil di daerah Perairan Pulau Ternate  dengan nilai rata-rata selama penelitian berkisar antara 0.21 - 0.26 mg/m3, dimana konsentrasi klorofil-a memiliki hubungan yang nyata dengan koefisien korelasi sebesar 0.84.
Co-Authors Naim, Armain Ruslan Laisouw Umar Tangke, Umar