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All Journal Media Kesehatan Masyarakat Indonesia IJOG : Indonesian Journal on Geoscience SCHOOL EDUCATION JOURNAL PGSD FIP UNIMED PENELITIAN DAN KARYA ILMIAH Jurnal Teknologi Mineral dan Batubara Journal of Geoscience, Engineering, Environment, and Technology JURNAL PENELITIAN DAN KARYA ILMIAH LEMBAGA PENELITIAN UNIVERSITAS TRISAKTI Jurnal Penelitian dan Karya Ilmiah Lembaga Penelitian Universitas Trisakti INDONESIAN JOURNAL OF URBAN AND ENVIRONMENTAL TECHNOLOGY Jurnal AKAL: Abdimas dan Kearifan Lokal Journal of Geoscience Engineering and Energy (JOGEE) JURNAL ABDI MASYARAKAT INDONESIA (JAMIN) Journal of Earth Energy Science, Engineering, and Technology Jurnal Eksakta Kebumian Aceh International Journal of Science and Technology Jurnal Teknologi Mineral dan Batubara Scientific Contribution Oil and Gas
Muhammad Burhannudinnur
Departemen Teknik Geologi Universitas Trisakti
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Journal : IJOG : Indonesian Journal on Geoscience

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Thermal Maturation Trend and Cluster Validation Using K-Means Clustering: Case Study in Salawati Basin Muhartanto, Arista; Sutadiwiria, Yarra; Mordekhai, Mordekhai; Ronoatmojo, Imam Setiaji; Riyandhani, Cahyaningratri Prima; Burhannudinnur, Muhammad
Indonesian Journal on Geoscience Vol. 11 No. 1 (2024)
Publisher : Geological Agency

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17014/ijog.11.1.111-122

Abstract

In the last few years, exploration activities have experienced obstacles and have not attracted much attention from researchers in Indonesia. One of the basins in Indonesia that is still interesting is Salawati Basin in West Papua, Indonesia. Several studies related to petroleum systems have been carried out in this basin, especially those that control the migration of hydrocarbon in Salawati Basin. This research was conducted on three wells located in the western of Salawati Basin to evaluate the characteristics and the maturity of the source rock, especially the Sirga Formation. This formation is penetrated by wells MM-02, MM-03, and MM-04, by using the K-Means Clustering method to validate several parameter variations of the maturity level. K-means cluster performs data from various parameters of maturity level with predefined three numbers of cluster. The thermal evolution of source rocks can alter organic matter physical and chemical properties, converting it into hydrocarbon compounds. The selected maturity parameters have good sensitivity to the determination of thermal maturity including phenanthrene (P), in addition to the MPI (methylphenanthrene index) parameter which was obtained from mass chromatograms m/z 178 and m/z 192 based on the peak area of P and methylphenanthrene (MP). Based on the appearance of the crossplot, both Radke and Kvalheim Formulas show that the maturity in studied area is divided into three main zones: peak maturity zone, early maturity zone, and outliers. This study also found that increasing thermal maturity is correlativewith the increasing depth.
Co-Authors Abdalrazaq, Eid Abdul Karim Adhitama, Ramadhan Alan, Muhammad Rallupy Meyraldo Anak Agung Sagung Mayun Yudhyasmara Prabandari Andreas Rendy Bramantyo Arfiani Nur Arista Muhartanto Arista Muhartanto, Arista Asih Retno Dewanti Asseggaf, Abdurrahman Astri Rinanti Atridia Wilastrina Auliya, Hilyah Awang Eka Novia Rizali Bani Nugroho Bayu Satiyawira Benyamin Benyamin Benyamin Benyamin Benyamin Benyamin Benyamin, Benyamin Bramantyo, Andreas Rendy Budi Wijaya Cahaya Rosyidan Cahyaningratri Prima Riyandhani Ciptadhi Tri Oka Binartha Dardji Noeradi Dicky Muslim Dwi Kurnianto Dyah Ayu Setyorini Eko Widianto Erick Strada Dolok Saribu Fadliah, Fadliah Filipus Armando Armando Ginting Firman Herdiansyah Firman Herdiansyah Firman Herdiansyah, Firman Galang Fahmi Maulana Ghanima Yasmaniar Gihon Nugrahadi Grace Khatrine Hafiz, Surya Darma Hamid Nurrohman Hartami, Pantjanita Novi Hasri Hasri Havidh Pramadika Hayafa Fakhriyatul Ummah Hidayat, Hifdzan Rizki Himmes Fitra Yuda Husla, Ridha Imam Setiaji Ronoatmojo Indah Raya Irano, Teddy Ischak, Mohammad Junita Trivianty Musu Khatrine, Grace Koesmawardani, Wildan Tri Kollur, Shivaa Prasad Lestari Lestari Lukas Lukas Maman Djumantara, Maman Maulana, Galang Fahmi Maulana, Yuga Maulani, Mustamina Meirawaty, Mira Mixsindo Korra Herdyanti Mohamad Salsabila Mohammad Apriniyadi Mordekhai, Mordekhai Muhammad Himawan Prakoso Muhammad Yusril Ihza Mahendra Triany Mulia Ginting Mulia Ginting, Mulia Mustamina Maulani Musu, Junita Trivianty Nana Sulaksana Novi Triany Nugraheni, Rosmalia Dita Nur Amalina Onnie Ridaliani, Onnie Pantjanita Novi Hartami Paulina Taba Pearlo, Kevin Lukas Prakoso*, Suryo Putra, Raka Handika Ramadhan Adhitama Rendy Reno Pratiwi Reno Pratiwi Ricky Andrian Tampubolon Ririn Yulianti Ronoatmojo, Imam Setaiji Rosmalia Dita Nugraheni Rosmalia Dita Nugraheni Samsol Samsol Samura, Lisa Sangayu Ketut Laksemi Nilotama Saribu, Erick Strada Dolok Setyorini, Dyah Ayu Shabrina Sri Riswati Sigit Rahmawan Soekardy, Mentari Gracia Sofyan Rachman Idris Sofyan Rachman, Sofyan Sonbait, Daniel Subandrio Sugiarto, Eddy Suherman Dwi Nuryana Suherman Dwi Nuryana Suliestyah Sulistiani Jarre Suryo Prakoso, Suryo Syahruddin Kasim Syamsul Irham Syamsul Irham Syavitri, Dewi Tampubolon, Ricky Andrian Teddy Irano Tuheteru, Edy Jamal Urbiyanto, Gemintang Atlantika Virginia Suryani Setiadi Wahid Wahab, Abdul Wegig Murwonugroho Widayati Putri, Tri wildan Tri K Wildan Tri Koesmawardani Wildan Tri Koesmawardani Wildan Tri Koesmawardani Yarra Sutadiwiria Yuda, Himmes Fitra Yudhyasmara Prabandari, Anak Agung Sagung Mayun Zahra, Audrey