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Journal : Scientific Contributions Oil and Gas

SPECTRAL DECOMPOSITION TECHNIQUE BASED ON STFT AND CWT FOR IDENTIFYING THE HYDROCARBON RESERVOIR Haris, Abdul; Haryono, Haryono; Riyanto, Agus
Scientific Contributions Oil and Gas Vol 40, No 3 (2017)
Publisher : Scientific Contributions Oil and Gas

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Abstract

The spectral decomposition is one of the advanced interpretation techniques such as seismic inversion, amplitude versus offset analysis, and seismic attribute that helpful in direct interpretative approach in seismic exploration. This technique is a transformation algorithm, thus a signal can be transformed into its varying frequency contained in the seismic signal. There are a variety of spectral decomposition algorithms in the decomposing seismic signal from time domain into frequency domain. These algorithms include Short Time Fourier Transform (STFT) and Continuous Wavelet Transform (CWT). The STFT algorithm is a conventional and simple technique for computing a time-frequency spectrum, which is based on the application of Fourier transform. However, the STFT algorithm has a problem related to the frequency resolution. In its implementation, this algorithm is limited by predefi ned window length. In contrast, the CWT algorithm is believed to be able to overcome the limitation of window length. The CWT threats wavelet at certain window length, which is defi ned by the characteristics of the wavelet. In this study, the comparison between spectral decomposition technique based on STFT and CWT method was performed, particularly in its application to the synthetic and real data set. Each algorithm has its own advantages and disadvantages in decomposing the seismic signal. Further, this analysis can be used as a reference to select one of two algorithms for the specifi c application. The synthetic data set application shows that CWT algorithm produces better frequency resolution compared to STFT algorithm. In addition, the real data set application shows that time frequency section of the seismic line provides a spectral feature, which is useful to identify the hydrocarbon reservoir, which is associated with low-frequency shadow zone.
Co-Authors ', Rachmaniar A'yuna, Qurrata Abd, Dahliana Abd. Hapid, Abd. Abdi Fithria Abdurrasyid Abdurrasyid, Abdurrasyid Ade Wulandari Ageng Sadnowo Repelianto Agus Hartanto Agus Kuncaka Agus Riyanto Ahmad Ahmad Ahmad Faizal Ahmad Saudi Samosir Akbar Tahir, Akbar Alfian Usman, Alfian ALFURQAN, M.ARIF Amir, Dedi Azhari Andi Indra Wulan Sari Ramadani, Andi Indra Wulan Sari Andi Iqbal Burhanuddin Andry Mas’ud, Andry Anggraini, Laila Ika Aprilla, Winda Risky ARDIANSYAH ARDIANSYAH Ari Wibisono Arif Rahman Hakim Ario Damar Arniati Massinai, Arniati Arniati, Arniati Asmawi, Suhaili Asran, Andi Bachtiar, Andang Bambang Joko Priatmadi Bengen, Dietiech G. Boceng, Annas Chair Rani Chrisyanti, Desriana DEDI SOEDHARMA Dewi, Prihastuti Santini Laksmi Didik Setiyo Widodo Dikpride Despa Dramawan, Awan Efy Yosrita, Efy Eko Rini Indrayatie Ellyana, Kharisma Madda Erina Erina Fadlulah, Muchamad Fadly H. Yusran, Fadly H. Fajar Santoso Fathimah, Anissatul Fatmawati, Sitta Noor Febi Yanto, Febi Febriastuti, Ratri Febriyani, Arthias Cita Ferdinan Yulianda Fifik Wiryani Ginanjar, Rubi Gumelar, Gumgum Gunawan Gunawan Handayani, Ines Ayu Hari Setiabudi Husni, Hari Setiabudi Harsanto, Tri Aji Adi Haryono Haryono HENNIVANDA, HENNIVANDA Herman Bedi Agtriadi, Herman Bedi Herri Gusmedi Hidayatulloh, Alfan I Gusti Made Karmawan Ida Bagoes Mantra Idiannor Mahyudin, Idiannor Indrianto Indrianto, Indrianto Insana, Nur Irfan Syarif, Irfan Isman, Muh Istifah . J. Keller John I. Pariwono Jurnal, Redaksi Tim K, Rosdiana Kasto Kasto, Kasto Labiebah, Ghina Lala, Deky Lanteng Bustami, Lanteng Linda Suyati Luqman, Luqman Lutfia Apipah M Reza Fauzan, M Reza Martiningsih Martiningsih, Martiningsih Mawarti, Retno Adi Meisi Diana Sari Melzi Ambar Mazta, Melzi Ambar Mirni Ulfa Bustami Muhammad Agus Martawijaya Muhammad Arsyad Muhammad Cholid Djunaidi, Muhammad Cholid Muhtar Muhtar MUJIZAT KAWAROE Mulyadi Mulyadi Murni Murni Mustaqim Mustaqim, Mustaqim Mustika, Sulistias Naharuddin Nabaing, Naharuddin Najih, Mokhammad Nawatuttuqoh, Nawatuttuqoh Neni Wahyuningtyas, Neni Neviaty P. Zamani Nor Basid Adiwibawa Prasetya Nurhadi Nurhadi Nurhayati Aslim NURLIANA NURLIANA NURWAHIDAH NURWAHIDAH P.C. Pullammanappallil Pangestuti, Diah Lestari Pardoyo Pardoyo PRADIKA, ANTONIA LINGGAR Prestysiana Ariane Dewi Purbandini, Steffita Rahayuning Putra, Randi Adrika Qori, Farid Munawar Rachmanto, Ambar Rahayu, Kharisma Luthfiaratri Rahmad Nuryanto Rahmadi Tambaru Ramadhan, Said Rastina, Rastina Retno Ariadi Lusiana Rifdan . Riyanti, Ani Dwi Ronny Faslah, Ronny Rum Hastuti Sakaria, Fajria Sari Samawi, Muh. Farid Samsiah B Sandrina, Ressy Sari, Rosida Puspita Saripuddin, Saripuddin Sentana, Aan Dwi Setyadi, Gesang Setyawati, Dessy Ayu Shafira, Nyimas Natasha Ayu Shinta Werorilangi, Shinta Sinaga, Yustinus Andrianus Siti Elin Huriati Siti Fatimah Sri Handayani Sri Mulyani Sriatun Sriatun Subaer J Subaer Subaer Subagio, Lutfi Bagus Suberta, Melani Suhartono Suhartono Sukmatiawa, Adang Sulaiman Gosalam, Sulaiman Sumotarto, Taufan Amersia Suryadi, Joko Syaiful Alam Taslimah Taslimah Tiara Purnama, Tiara Titis Wicaksono Tjoneng, Amir Tohir, Nuril Ilmi Tri Haryanti Triavia, Ina Tuti Haryati VERAWATI, SUSI Viantikasari, Mei Warjanik . Wibisono, Mas Soepanto Widayanti, Galih Wiguna B, Arya Wisjnu P.Marsis Wisnu Jatmiko, Wisnu Y, Reynold Yuanita, Lina Yudhi Ahmad Nazari Yul Martin Yunita, Ika Zainuddin Basri Zainuddin Safri