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1 Depth (km) International Journal 0 1 Kra Basin -type half graben Late Miocene-Recent B A 2 Volume 3 Number 2 October km Ratburi Limestone Triassic Cretaceous/ granite Petroleum Geoscience

2 (BEST) International Journal of Earth Sciences Bulletin of Earth Sciences of Thailand (BEST) is an international journal and publishes peerreviewed works across the geosciences and earth sciences disciplines from fundamental theory and sciences to applied research of relevance to sustainable management of the environment. Editorial Board Brady Rhodes California State University at Fullerton, USA M. N. Balasubrahmanyan Former senior geologists GSI, Chennai, India Ken-ichiro Hisada University of Tsukuba, Japan Bernhard Grasemann University of Vienna, Austria Jason Myers Curtin University, Australia Dhiti Tulyatid Department of Mineral Resources, Thailand Assanee Meesook Department of Mineral Resources, Thailand Italo Di Geronimo University of Catania, Italy Visut Pisutha-Arnond Punya Charusiri Sombat Yumuang Chakkaphan Sutthirat Thasinee Charoentitirat Thanop Thitimakorn Editor-in-Chief Montri Choowong Guest Editors Joseph J. Lambiase John K. Warren Philip Rowell Editorial Assistants Suphannee Vachirathienchai and Anamika Junsom (Petroleum Geoscience Program, Chulalongkorn University) ISSN: X Copyright 2008 Department of Geology, Faculty of Science, Chulalongkorn University. Parts of an article can be photocopied or reproduced without prior written permission from the author(s), but due acknowledgments should be stated or cited accordingly. Cover: A schematic model of the Kra Basin (page 3) Editorial office: Department of Geology, Faculty of Science, Chulalongkorn University, Phrayathai Road., Bangkok 10330, THAILAND. Telephone: , Fax: Website: Editor monkeng@hotmail.com

3 (BEST) International Journal of Earth Sciences Preface The Bulletin of Earth Sciences of Thailand (BEST) has established itself as an international academic journal of the Geology Department, Chulalongkorn University (CU) since the year This Number 2 issue of Volume 3 is devoted specifically to the publications contributed by the International Petroleum Geoscience M.Sc. Program of the Geology Department, Faculty of Science, CU for the academic year 2009/2010. Certainly this Bulletin has attained more and more international recognition, not to mention the citation of publications in previous volumes, as can be seen from the contributions of 17 research papers by international students of the M.Sc. program. This program is an intensive one year curriculum that has been taught in the Geology Department of CU in the academic year 2009/2010 for the first year. These scientific papers were extracted from the students independent studies which are compulsory for each individual student in the program. Because of the confidentiality reason of a number of contributions, the requirement of the Chulalongkorn Graduate School as well as time constraints of the program, only short scientific articles were able to release publicly and publish in this Bulletin. Lastly, on behalf of the Department of Geology, CU, I would like to acknowledge the Department of Mineral Fuels, Ministry of Energy, Chevron Thailand Exploration and Production, Ltd, and the PTT Exploration and Production Public Co., Ltd., for providing full support for the Petroleum Geoscience Program and the publication cost of this issue. Sincere appreciation also goes to guest editors; Professors Joseph J. Lambiase, Ph.D., John K. Warren, Ph.D., and Philip Rowell, Ph.D., the full-time expat staff, for their contributions in editing all those papers. Deeply thanks also go to Associate Professor Montri Choowong, Ph.D., the current editor-inchief, and the editorial board members of the BEST who complete this issue in a very short time. The administrative works contributed by Ms. Suphannee Vachirathienchai, Ms. Anamika Junsom and Mr. Thossaphol Ditsomboon are also acknowledged. Associate Professor Visut Pisutha-Arnond, Ph.D. Head of the Geology Department August 2010

4 Reservoir Characterization of the Nido Limestone in the Northwest Palawan Basin Using Seismic Inversion Renato M. Borbajo* Petroleum Geoscience Program, Department of Geology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand *Author Abstract An acoustic impedance inversion study was conducted in the Abukay 3D area, Service Contract 54, Northwest Palawan Basin, Philippines. The objective was to determine whether seismic inversion is an effective technique that can be used in the evaluation of the reservoir potential of the Nido Limestone. The inversion results have revealed that P-Impedance has a predictable relationship with carbonate porosities within the Nido Limestone. Low P-Impedance values within the carbonates can be correlated to high porosities while higher P-Impedance values are associated with lower porosities as encountered in the wells. By defining inverted P-Impedance cutoffs that captures the two main carbonate facies seen in the two well controls, the low porosity deepwater facies and the higher porosity shallow water and reef-derived facies, the Nido Limestone was characterized into three possible reservoir flow units. The lateral and vertical distribution of the defined possible reservoir flow units were then used to assess the reservoir quality in the study area. Keywords: Seismic inversion, Nido Limestone, northwest Palawan basin, Philippines 1. Introduction One of the critical aspects in the evaluation of the prospectivity of an identified prospect or the development of a hydrocarbon discovery is the assessment of the reservoir quality beyond the areas covered by wells. This issue becomes increasingly more difficult in carbonate reservoirs where the distribution of porosity is more unpredictable compared to clastic reservoirs. One technique that attempts to provide reservoir characterization from seismic data is seismic inversion. Seismic inversion is the process of converting the reflectivity seismic data into acoustic impedance by removal of the wavelet. Acoustic impedance is a rock property that varies with changes in lithology, porosity, fluid content, depth, pressure and temperature. Consequently, acoustic impedance can be used as an indicator of lithology, porosity and even the presence of hydrocarbons. Thus, it can also be used as a tool for qualitative and quantitative reservoir analysis and mapping of flow units. All the data used in this study were provided by Nido Petroleum Limited and the inversion software used was Fugro-Jason s Geoscience Workbench. 1.1 Study Area This seismic inversion project was conducted in an area in the northern portion of Nido Petroleum s Service Contract 54 (SC 54) acreage in the Northwest Palawan Basin, Philippines (Figure 1). The study area covers approximately 800 square kilometers and includes the wells Coron-1 and Princesa-1. 45

5 1,400, , ,000 1,000,000 Impedance volume. Figure 2 shows the inversion workflow used in the study. Seismic Data Well Logs Horizons Seismic Velocity 1,200,000 Study area Well Tie and Wavelet Estimation Geologic model & initial LFM Ultra Low Frequency Model 1,000,000 Final Wavelet Final LFM 800,000 Inversion P-Impedance Figure 1. Map of western Philippines showing the outline of SC 54 (black polygon) and the study area (red polygon). Projection System: WGS84 Zone50N, Datum: WGS Objectives The main objectives of this research are to conduct a full seismic inversion study that focuses on the Nido Limestone, to establish whether reservoir characterization can be achieved using the inversion results and to determine whether seismic inversion is an effective technique in the evaluation of the reservoir potential of the Nido Limestone. 2. Seismic Inversion Seismic inversion utilizes the seismic data, well logs, seismic velocity and interpreted horizons to generate impedance data. The first step in the inversion workflow is the well to seismic tie. During this process, a wavelet is also estimated based on the best synthetic to seismic correlation. The next step involves the generation of an impedance model called the low frequency model which is generated from a geologic model established from the horizon interpretations and the extrapolation of well log impedance and seismic velocity data. The low frequency model and the wavelet are then used to invert the seismic volume to generate a P- Figure 2. Seismic inversion workflow (modified from Fugro-Jason, 2010). 3. Reservoir Characterization An analysis of the Coron-1 and Princesa-1 well data has revealed that low P- Impedance values within the Nido Limestone can be correlated to high porosities while higher P-Impedance values are associated with lower porosities (Figure 3). Effective Porosity (fraction) >16% Φ % Φ 0.1 <11% Φ 0 Type III Type II Type I Coron-1 well Princesa-1 well Mid-case P-Impedance to porosity transform 3e+06 6e+06 9e e e e+07 P-Impedance (kg/m 3 *m/s) Figure 3. P-Impedance to porosity crossplot of the Nido Limestone in the Coron-1 and Princesa-1 wells. In order to delineate the reservoir zones in the Nido Limestone within the study area, the inverted P-Impedance result was classified into 3 acoustic impedance units (Figure 3). The cutoff values used were designed to differentiate in the inverted P- Impedance pseudo logs the two main 46

6 carbonate facies encountered in the two wells, the deepwater low porosity facies and the shallow water and reef-derived higher porosity carbonate facies. Type-I corresponds to the carbonate facies with P-Impedance values greater than e+07 kg/m3*m/s and low porosities. Using the mid-case P-Impedance to porosity transform, this unit would have porosities of 11% or less. The biostratigraphic analysis conducted on Coron-1 indicates that these limestones were deposited in an outer shelfal or deeper paleo-depositional setting (Fletcher Challenge, 1993). Similarly, in the Princesa-1 well this unit was interpreted as deposited in a deep water setting as bathyal carbonates and pelagic carbonates and claystones with displaced older and coeval carbonate material (Branson and Davis, 1998). Overall, the Type I unit can be classified as a poor reservoir quality carbonate facies and a non-reservoir flow unit. Type-III has P-Impedance values less than 1.05e+07 kg/m3*m/s with corresponding calculated porosities of 16% or higher. This high porosity interval in the Coron-1 well was interpreted to be reef-derived and transported away from the reef and down the carbonate shelf (Fletcher Challenge, 1993). In the Princesa-1 well it was interpreted as a shallow water platform carbonate (Branson and Davis, 1998). This carbonate facies has good to excellent reservoir properties and is potentially the best quality flow unit in the Nido Limestone. Type-II is an intermediate acoustic impedance zone between Types I and III. This unit has marginal reservoir properties since it is generally thin and the porosities are tending toward the low side. With the acoustic impedance subdivisions already defined, the P- Impedance and porosity volumes were analyzed in order to determine the lateral and vertical distribution of the potential reservoir flow units. Figure 4 shows the distribution of the Type-III unit in an arbitrary section from Coron-1 to Princesa Conclusions This study has revealed that low P- Impedance values within the carbonates can be correlated to high porosities while higher P-Impedance values are associated with lower porosities, as encountered in the wells. Reservoir characterization was achieved by defining inverted P-Impedance cutoffs that captures the two main carbonate facies seen in the two well controls; the low porosity deepwater facies and the higher porosity shallow water and reef-derived facies. 5. Acknowledgements The author would like to thank the M.Sc in Petroleum Geoscience Program of Chulalongkorn University for the scholarship and the opportunity to conduct this study. This research would not be possible without the support of Nido Petroleum Limited who supplied all the data used and Fugro-Jason who provided the inversion software and training. Dr. Philip Rowell is also thanked for his supervision and review of the manuscript. 6. References Branson, D. and Davis, G., Well Resume Princesa-1, Block SC38, Offshore NW Palawan, Philippines. Unpublished internal report. Fletcher Challenge Petroleum Philippines, Coron-1 Well Completion Report, Part1 Geology. Unpublished internal report. Fugro-Jason, Introduction to Acoustic Impedance Inversion Students Course Book. 47

7 Princesa-1 well Coron-1 well Top Nido 0.4 Princesa Porosity 0.2 Top Pre-Rift 0.1 Coron-1 Figure 4. Arbitrary section from Coron-1 to Princesa-1 showing the distribution of the Type III potential reservoir flow unit. Time (seconds) 48

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