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History Matching of Production and Geophysical Data Using Ensemble Smoother with Multiple Data Assimilation

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History Matching of Production and Geophysical Data Using Ensemble Smoother with Multiple Data Assimilation EAGE-HAGI 1st Asia Pacific Meeting on Near Surface Geoscience and Engineering Yogyakarta, Indonesia 9 – 13 April 2018 ISBN: 978-1-5108-6269-2 Printed from e-media with permission by: Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 Some format issues inherent in the e-media version may also appear in this print version. Copyright© (2018) by the European Association of Geoscientists & Engineers (EAGE) All rights reserved. Printed by Curran Associates, Inc. (2018) For permission requests, please contact by the European Association of Geoscientists & Engineers (EAGE) at the address below. European Association of Geoscientists & Engineers (EAGE) PO Box 59 3990 DB Houten The Netherlands Phone: +31 88 995 5055 Fax: +31 30 634 3524 [email protected] Additional copies of this publication are available from: Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA Phone: 845-758-0400 Fax: 845-758-2633 Email: [email protected] Web: www.proceedings.com TABLE OF CONTENTS HISTORY MATCHING OF PRODUCTION AND GEOPHYSICAL DATA USING ENSEMBLE SMOOTHER WITH MULTIPLE DATA ASSIMILATION.............................................................................................1 W. Zelong, T. Haifa, Z. Lv, Q. Liu PRELIMINARY RESULT OF HYDROGEOCHEMISTRY STUDY IN THREE MAJOR SPRINGS IN BOYOLALI, CENTRAL JAVA, INDONESIA .............................................................................................................5 B. Pratiwi, D. Putra DEVELOPMENT OF SOIL ELECTRICAL CONDUCTIVITY (SEC) MODELLING FOR SLOPE ASSESSMENT IN PENANG, MALAYSIA ...................................................................................................................... 10 A. Bery CASE STUDIES: IDENTIFICATION OF SUBSIDENCE PROBLEM USING ELECTRICAL RESISTIVITY IMAGING.................................................................................................................................................. 15 N. Yunus, M. Arifin, K. Rahim TRAVEL-TIME TOMOGRAPHY IMAGING AROUND SINABUNG VOLCANO DURING 2010- 2017 ERUPTION PERIOD................................................................................................................................................. 20 A. Sasmi, W. Suryanto APPLICATION OF MAGNETIC RESONANCE FOR FORMATION PRESSURE TESTER AND STIMULATION OPTIMIZATION IN CARBONATE RESERVOIR........................................................................... 24 C. Nugroho, L. Viet, S. Al-Turkey, M. Ibrahim IDENTIFICATION OF HEAT SOURCE AND ALTERATION ZONE OF PARANGWEDANG GEOTHERMAL SYSTEM USING MAGNETIC METHOD......................................................................................... 29 M. Zakaria EVALUATING PROBLEMATIC LANDSLIDE-RISKED SITE USING HYDROGEOPHYSICS, ISOTOPE AND CONVENTIONAL HYDROLOGICAL TECHNIQUES .................................................................... 33 L. Mejus, M. Hashim, R. Yaccup, M. Azmi, J. Daung, M. Mustaffa, K. Mohamad, M. Zulkurnain, T. Alkhamaiseh GEOTOURISM DEVELOPMENT PLANNING IN PALEOBOTANY PARK MERANGIN..................................... 38 A. Bobbybuana, S. Dwiputri, M. Pribadi, R. Puteri, I. Azizah, A. Fath, B. Ansori, A. Sidik, D. Saputra AUDIOMAGNETOTELLURIC SURVEY TO CHARACTERIZE THE GEOLOGICAL FEATURES OF MERREN VALLEY SITE, PAPUA, INDONESIA.................................................................................................... 43 S. Arjuna, A. Pringgoprawiro, A. Syukri DAMAGE ZONE MAP DUE TO EARTHQUAKE ON MAY, 27TH 2006 IN THE AREA OF THE OPAK RIVER, YOGYAKARTA BASED ON MMI SCALE.......................................................................................... 48 P. Nurhayati, A. Banuzaki, B. Simorangkir, I. Ilmawan, D. Putra TWO-DIMENSIONAL MAGNETOTELLURIC MODELING BASED ON BI-TREE MESH .................................. 53 M. Li, Z. Zhang, M. Xin, S. Xie GEOTHERMAL CONTROL SYSTEM WITH ESTIMATED DISTRIBUTION OF RESISTIVITY VALUE USING AMT METHOD IN UNGARAN AREA................................................................................................ 58 A. Gilang, A. Yuliwardana, A. Assidhiqie GEOLOGY AND GEOPHYSISC TO DISCOVER CU-ZN MINERALIZATION IN PURWOHARDJO AREA, WONOGIRI REGENCY, CENTRAL JAVA ..................................................................... 63 V. Harefa, R. Hidayah, B. Prabowo, D. Aminulloh, R. Yudha, B. Dilianto SINKHOLE IDENTIFICATION IN KARST AREA THROUGH APPLICATION OF JOINT INVERSION OF SEISMIC REFRACTION AND ERT .................................................................................................. 67 M. Hibatullah, A. Pasaribu, M. Hibatullah, F. Aisha APPLICATION OF THE BILATERAL FILTER TO IMPROVE DERIVATIVE BASED LINEAMENTS ENHANCEMENT APPROACHES........................................................................................................ 71 J. Wang, X. Meng LITHOLOGY AND PETROPHYSIC VARIATIONS OF CARBONATE RESERVOIR USING ROCK TYPING: ANALOGUE STUDY IN PONJONG, YOGYAKARTA................................................................... 76 I. Ramadhan, A. Perdana, P. Herianto, R. Hidayat GEOLOGY AND HYDROTHERMAL ALTERATION IN CIBEBER PROSPECT, BANTEN: A PRELIMINARY STUDY ON AU-AG-BASE METAL SULFIDE DEPOSIT ............................................................... 81 C. Dana, S. Masti, F. Yuniardi, I. Meak, A. Idrus CSAMT INVESTIGATION FOR GEOLOGICAL STRUCTURES IN A HLRW PRESELECTED SITE...................................................................................................................................................................................... 87 Z. An, Q. Di, C. Fu, Z. Wang SITE INVESTIGATION USING RESISTIVITY SURVEY TO INVESTIGATE POSSIBLE SLIME DEPOSIT IN EX-TIN MINING AREA............................................................................................................................. 92 H. Hussin, M. Ariffin, T. Jamaluddin GEOMAGNETIC INVESTIGATION TO DELINEATE HEAT SOURCE OF GEOTHERMAL POTENTIAL IN JAMBI SUB-BASIN .............................................................................................................................. 97 A. Bobbybuana, F. Randitama, V. Afrional DETERMINATION OF PEAK GROUND VELOCITY OBSERVATION AS GEOHAZARDS PARAMETER IN NORTH SULAWESI......................................................................................................................... 101 R. Priadi, D. Pratama, R. Kurniawan 2-D TIME-DOMAIN WAVEFORM INVERSION USING GAUSS-NEWTON METHODOLOGY IN ELASTIC MEDIA, CASE STUDY: COMPLEX MARMOUSI2 MODEL.................................................................. 106 B. Hardi, T. Sanny COMPARISON ANALYSIS OF SUBSURFACES SURVEY BETWEEN GEOPHYSICS METHOD AND GEOTHECNICAL METHOD (SPT)..................................................................................................................... 111 A. Wafi, M. Rizki, R. Arief, P. Sasmito DETERMINATION OF SLIP SURFACE AREA USING GEOELECTRIC , MASW, AND SOIL MECHANICS DATA IN CIMUNCANG VILLAGE, WEST JAVA ............................................................................ 117 R. Wibowo, B. Mulyatno, M. Romosi, A. Zaenudin PRELIMINARY 1D PS MODELLING TO EVALUATION OIL GENERATION IN WICHIAN BURI SUB-BASIN............................................................................................................................................................. 122 C. Chaiyasart, P. Giao A-VALUE AND B-VALUE AS BASIC CALCULATION SEISMICITY INDEX, REPEATED PERIOD, AND VULNERABILITY OF EARTHQUAKES .......................................................................................... 127 A. Arimuko, F. Yoan, S. Rohadi, K. Wulur INTEGRATING GEOPHYSICS, GEOLOGY, AND GEOCHEMISTRY METHODS FOR SHALLOW BIOGENIC GAS EXPLORATION IN INDONESIA ............................................................................... 131 Z. Firdaus, R. Muammar, D. Ralanarko THE INFLUENCE OF FOCAL MECHANISM TO THE TSUNAMI WAVE HEIGHT OF THE SIMEULUE ACEH EARTHQUAKE ON APRIL 11, 2012........................................................................................... 136 U. Nurdiana, F. Purnamasari, A. Nurokhim VOLUMETRIC CALCULATION BASED ON COMPARATIVE RESISTIVITY IMAGING ANALYSIS BETWEEN MARQUADT AND OCCAM INVERSION.......................................................................... 140 A. Furkhan, A. Adipta, W. Giamboro, Y. Yatini SURFACE DEFORMATION MONITORING OF MT. AGUNG BY SENTINEL-1 DINSAR ................................. 145 N/A 3D JOINT INVERSION OF GRAVITY AND MAGNETIC DATA BASED ON STRUCTURE SIMILARITY OF NODE PHYSICAL PROPERTY MODEL...................................................................................... 149 S. Li, N. Wang, X. Meng, J. Wang SEISMIC WAVE MODELING OF NUMERICAL DISPERSION USING CROSS-RHOMBUS STENCIL ........................................................................................................................................................................... 154 A. Sonya, T. Sanny SURVEYING THE LAYERS OF PAVEMENT USING GROUND-PENETRATING RADAR ............................... 159 K. Onishi, H. Kisanuki, T. Ogahara, T. Inazaki LARGE 3D RESISTIVITY AND IP MEASUREMENT OF THE SÉCHILIENNE LANDSLIDE USING THE FULLWAVER SYSTEM ........................................................................................................................... 164 C. Truffert, P. Nevers, M. Lajaunie, J. Malet, C. Bertrand, J. Gance, O. Leite LANDSLIDE IDENTIFICATIONS BASED ON GEOLOGY AND GEOELECTRICITY MAPPING ANALYSIS........................................................................................................................................................................
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