Moving Average Filter untuk Memisahkan Efek Dangkal Anomali Gravitasi Time Lapse

Muhammad Zuhdi, Syahrial Ayub, Muhammad Taufik, S. Syamsuddin, Bakti Sukrisna

Abstract


[Title: Moving Average Filter for Time Lapse Gravity Anomaly Separation]. Interpretation of time-lapse gravity anomaly due to fluid injection in the reservoir is difficult when it mixed with shallow source anomalies. To solve the kind of problem, anomaly separation is performed with the method of Moving Average Filter. This study was conducted to obtain an effective method to separate the gravity anomaly of shallow sources on time-lapse gravity anomaly. Trials are conducted on anomaly models derived from reservoirs with three distinct depths that are 300, 600 and 900 meters. This forward model is then mixed with gravitational anomaly from the shallow source obtained from the field data. The mixed anomaly is then separated by a Moving Average filter. Results show that Moving Average filters can separate the shallow effect from the deep source anomaly and are effective up to a depth of 900 meters. The research is also beneficial for classroom learning in the computer programming class based on Matlab.

Keywords


Filtering, Gravity anomaly, Timelapse

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References


Dermawan, A. (2010). Rekonseptualisasi dan Pemrograman Reduksi Data Gravitasi Serta Pemetaan ke Koordinat Teratur (Gridding) Menggunakan Bahasa Pemrograman Visual Basic. Skripsi. MIPA UGM, Yogyakarta.

Gutnick, A.L., M. Robb, L. Takeuchi, & J. Kotler. (2011). Always Connected: The New Digital Media Habits of Young Children. New York: The Joan Ganz Cooney Center at Sesame Work-shop.

Indriana, R. D., Brotopuspito, K. S., Setiawan, A., & Tarcisius, A. (2018). A Comparison Of Gravity Filtering Methods Using Wavelet Transformation And Moving Average (A Study Case Of Pre And Post Eruption Of Merapi In 2010 Yogyakarta, Indonesia), IOSR Journal of Applied Geology and Geophysics (IOSR-JAGG), 6(3), 44–57. https://doi.org/10.9790/0990-0603024457

Kaftan, I., Şalk, M., & Sari, C. (2010). Performance of the finite element method for regional - residual separation on gravity method, Journal of The Balkan Geophysical Society, 13(2), 9-20. Retrieved from: www.balkangeophysoc.gr/online-journal/2010_V13/No2_Dec2010/JBGS_Vol_13_No2_Dec_2010_p09-20_Kaftan_et_all.pdf

Kumar, K. S., Rajesh, R., & Tiwari, R. K. (2019). Regional and residual gravity anomaly separation using the singular spectrum analysis-based low pass filtering: a case study from Nagpur, India. Pure Appl. Geophys, 1-14. doi: https://doi.org/10.1007/s00024-019-02289-y

Liu, K., Hao, T., Yang, H., Wen, B., Hu, W., He, E., & Xu, Y. (2018). Journal of Asian Earth Sciences 3D gravity anomaly separation method taking into account the gravity response of the inhomogeneous mantle, Journal of Asian Earth Sciences, 163(Setember 2018), 212–223. doi: https://doi.org/10.1016/j.jseaes.2018.06.006

Nurwidyanto, M.I., Brotopuspito, K.S., Sismanto., & Waluyo. (2014). The Sub Surface Modeling of Opak Fault Yogyakarta Region with Inversion Method of Gravity Data. International Journal of Basic & Applied Sciences IJBAS-IJENS, 14(6), 19-26. Retrieved from: ijens.org/Vol_14_I_06/146206-7171-IJBAS-IJENS.pdf

Oruc, B. (2010). Edge Detection and Depth Estimation Using a Tilt Angle Map from Gravity Gradient Data of the Kozaklı-Central Anatolia Region, Turkey. Pure Appl. Geophys, 168(10), 1-12. doi: https://doi.org/10.1007/s00024-010-0211-0

Pasteka, R., Zahorec, P., Kusnirak, D., Bosansky, M., Papco, J., Szalaiova, V., Krajnak, M., Marusiak, I., Mikuska, J., & Bielik, M. (2017). High resolution Slovak Bouguer gravity anomali map and its enhanced derivative transformations: new possibilities for interpretation of anomalous gravity fields. Contributions to Geophysics and Geodesy, 47(2), (81–94). doi: https://doi.org/10.1515/congeo-2017-0006

Pei, Y., Wu. Y. G., & Jia, D. C. (2012). Gravity Anomali Separation based on Bidimensional Empirical Mode Decomposition. Research Journal of Applied Sciences, Engineering and Technology, 4(21), 4227-4236. Retrieved from: https://maxwellsci.com/print/rjaset/v4-4227-4236.pdf

Rideout, V. (2011). Zero to Eight: Children’s Media Use in America. San Francisco, CA: Common Sense Media.

Rokhzadi, H., (2012), Separation of surface and deep geological structures by application of band pass filter and statistical comparison with other methods. Life Science Journal, 9(3), 950-953. Retrieved from: https://maxwellsci.com/print/rjaset/v4-4227-4236.pdf

Supriyadi., Santoso, D., Gunawan, W., Sarkowi., & Gunawan, D. (2017). Separation method of anomaly source : The time-lapse microgravity data. In AIP Conference Proceedings 1862, 030162. Doi: https://doi.org/10.1063/1.4991266

Septaria, K., Dewanti, B., & Habibbulloh, M. (2019). Implementasi Metode Pembelajaran Spot Capturing Pada Materi Pemanasan Global untuk Meningkatkan Keterampilan Proses Sains. Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram, 7(1), 27-37. doi: https://doi.org/10.33394/j-ps.v0i0.1379

Shandini, Y., & Tadjou, J. M. (2012). Interpreting gravity anomalies in south Cameroon, central Africa. Earth Sciences Research Journal, 16(1), 5-9. Retrieved from: https://revistas.unal.edu.co/index.php/esrj/article/view/33591/33559

Stošic, L. (2015). The importance of educational technology in teaching. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education. 3(1), 111-114. Retrieved from: http://www.ijcrsee.com/index.php/ijcrsee/article/view/122

Tatchum, C.N., Tabod, T. C., Koumetio, F., & Manguelle-Dicoum, E. (2011). A Gravity Model Study for Differentiating Vertical and Dipping Geological Contacts with Application to a Bouguer Gravity Anomali Over the Foumban Shear Zone, Cameroon. Geophysica, 47(1–2), 43–55. Retrieved from: www.geophysica.fi/pdf/geophysica_2011_47_1-2_043_noutchogwe.pdf

Vasilevskiy A.N., & Dashevsky, Y.A. (2015). Gravity monitoring at oil and gas fields: data inversion and errors. Russian Geology and Geophysics, 56(5), 762–772. doi: https://doi.org/10.1016/j.rgg.2015.04.007

Wahyudi. E. J., Kynantoro, Y., & Alawiyah, S. (2016). Second Vertical Derivative Using 3-D Gravity Data for Fault Structure Interpretation. In International Conference on Energy Sciences (ICES 2016) IOP Publishing IOP Conf. Series: Journal of Physics: Conf. Series 877, 012039. doi : https://doi.org/10.1088/1742-6596/877/1/012039

Xu, Y., Hao, T., Li, Z., Duan, Q., & Zhang, L. (2009). Regional Gravity Anomali Separation Using Wavelet Transform And Spectrum Analysis. Journal of Geophysics and Engineering, 6(3), 279-287. Doi: https://doi.org/10.1088/1742-2132/6/3/007

Zainudin & Pambudi, B. (2019). Efektifitas Penerapan Perangkat Pembelajaran Fisika Dasar Berbasis Keterampilan Berpikir Kritis Menggunakan Aplikasi Edmodo Berplatform Android. Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram, 7(1), 17-26. doi: https://doi.org/10.33394/j-ps.v0i0.1039

Zuhdi, M., Setiawan, A., & Setyowiyoto, J. (2017). Identifiction Of Oil-Gas Contact Using Radial Derivative Of 4D Gravity Anomaly, IOSR Journal of Applied Geology and Geophysics (IOSR-JAGG), 5(5), 8–13. Retrieved from: http://www.iosrjournals.org/iosr-jagg/papers/Vol.%205%20Issue%205/Version-2/B0505020813.pdf

Zuhdi, M., Setiawan, A., Setyowiyoto, J., Susilo, A., & Sarkowi, M. (2018). Radial Derivative and Radial Inversion for Interpreting 4D Gravity Anomaly Due to Fluids Injection Around Reservoir. Telkomnika 16(6), 2855–2863. doi: https://doi.org/10.12928/TELKOMNIKA.v16i6.9468




DOI: https://doi.org/10.33394/j-ps.v7i2.1766

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