What samples must seismic interpreters label for efficient machine learning?

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib

International Meeting for Applied Geoscience and Energy (IMAGE)

...|x) = hw (x) where x 2 X ⇢ RHxW represents the an in-/crossline from the target volume X . Further, y 2 {1, .., K}HxW represents the interpretation...

Integrated well data and 3D seismic inversion study for reservoir delineation and description

Qazi Sohail Imran, Numair Ahmad Siddiqui, Abdul Halim Abdul Latif, Yasir Bashir, Almasgari Abdalsalam, Abduh Saeed Ali, Muhammad Jamil

Geological Society of Malaysia (GSM)

... crosslines (lines no. 2200 to 4600) (Figure 3). A bin size of 25 m x 12.5 m (inline/crossline) was used. The record length of the volume is 6 seconds...

Implication of Tectonic Inversion for the Existence of Hydrocarbons in Fractured Basement Reservoirs: A Case Study from Jabung Block, South Sumatra Basin, Indonesia

G. Rifky Brahmanthya W. P. N., Beiruny Syam, Bella Dinna Safitri, M. N. Alamsyah, Salahudin Husein, Eko Widianto

Indonesian Petroleum Association

... and 876 crossline, and 2 sampling rate. The shallowest part of basement section is located in NEB Base-1 well at 1,224.64 ms. c. Marker data: The data...

Defining the Relationship Between Fault Throw and Fault Damage Zone Width from Seismic Data by Utilising Seismic Attributes

Chrisnawaty Sirait, Gaynor Paton

Indonesian Petroleum Association

... to the shortest dimension (crossline). The other issues could be due to seismic processing quality or tuning effect. CONCLUSION   This study uses 2 faults...

The Power of Predictive Analytics in Oil Field Development: Integrating Machine Learning with Reservoir Hydrocarbon Data to Enable Enhanced Oil Recovery of Hugin Formation within the Theta Vest Structure

Lilik T. Hardanto, Fenny Chrisman

Indonesian Petroleum Association

... amplitudes of reciprocal traces. The input data is two stacked volumes created on the same inline/crossline geometry. The output data is a horizontal...

Illuminating Fine Scale Geology and Creating Robust Seismic Attributes Using High Trace Density Seismic Data in the Midland Basin

Andrew Lewis, Bruce Karr, Ron Bianco, Stonnie Pollock

Unconventional Resources Technology Conference (URTEC)

...’ of crossline offset are removed. This decimation scheme produces slightly coarser source and receiver line spacing combined with slightly finer source station...

Outcrop and Seismic Analysis of Natural Fractures, Faults and Structure at Teapot Dome, Wyoming

Scott P. Cooper, Bruce Hart, John C. Lorenz, Laurel B. Goodwin, Mark Milliken

Wyoming Geological Association

..., reverse fault seen in Fig. 7a, near intersection of Crossline 120 and Inline 100. B) Timeslice at approximately 910 ms (see Fig. 7) showing structural...

Semiautomated Lateral Landing Advisor for On-Time Decisions Utilizing Digital Borehole Sonic Services and Next-Generation Cloud-Based Fracturing Design

Edgar Velez, Juan David Estrada, Adam Donald, Romain Prioul, Ting Lei, Erik Wielemaker, Violeta Lujan

Unconventional Resources Technology Conference (URTEC)

... and comparison with borehole images. Fig. 6—Wellsite QC summary plot for dipole anisotropy. Track 1: depth. Track 2: minimum and maximum crossline...

The Role of Geomatics Discipline to Support Langsa Complex Restoration Program: 3D Visualization of Subsurface and Existing Subsea Facilities Geospatial Data

Pachira Eizza Paramitha, Puguh Sarwanto, Dharu Sunarnyoto, Nurrohmat Widjajanti

Indonesian Petroleum Association

... visual analyses, such as slicing the seismic cube dynamically by configuring inline, crossline, and timeslice parameters. This application...

Sources of Data

Mike Shepherd

AAPG Special Volumes

... the field area. The grid comprises a series of inlines and crossline traces at regular intervals, every 12.5 m (41 ft) for instance.The data are stored...

Abstract: Cross-Validation of 3C and 9C Prestack Shear Wave Splitting Analysis at Big Sky; #90224 (2015)

Jeff P. Grossman and Gulia Popov

Search and Discovery.com

... of fractures (e.g., Grossman et al., 2013), and the degree to which fractures are aligned. 9C acquisition. Notation: H1 = inline direction, H2 = crossline...

Fracture Identification and Evaluation Using S Waves, by Bob Hardage, #40792 (2011).

Search and Discovery.com

Natural Fracture Networks Enhancing Unconventional Reservoirs Producibility: Mapping & Predicting; #41182 (2013)

H. Abul Khair, D. Cooke, and M. Hand

Search and Discovery.com

... and Petrel, a median-filtered dip-steered cube was created. The dip-steering cube stores the maximum dip inline and crossline direction in a seismic...

Seismic Stratigraphic and Quantitative Interpretation of Leonardian Reefal Carbonates, Eastern Shelf of the Midland Basin: Insight Into Sea Level Effects, Geomorphology and Associated Reservoir Quality; #10909 (2017)

Abidin B. Caf, John D. Pigott

Search and Discovery.com

... planes and 410 crossline planes, over approximately 25 mi2; eleven wells, nine of which are complete sonic density, neutron, gr, resistivity; two wells...

Fast Shear Azimuths in the Marcellus Shale from VSP and Crossed Dipole Sonic Data; #42161 (2017)

Steve Horne, David Rampton, John Crowe

Search and Discovery.com

... and geophone rotation to the inline-crossline-vertical co-ordinate system. At this point processing techniques specifically designed to measure subtle...

Structural Permeability in Australian Sedimentary Basins; #11054 (2018)

Adam H. Bailey, Rosalind King, Simon Holford, Joshua Sage, Martin Hand

Search and Discovery.com

... of the inline and crossline, however, these are not easily interpreted in the amplitude z-slice (at 2140 msTWT) when compared to the minimum similarity...

Internal Structure of the Triangular Horst-Like Jonah High in the Levant Basin, Eastern Mediterranean; #11257 (2019)

Yuval Ben-Gai

Search and Discovery.com

... Oligo. Note absence of steep dips Lt. Eocene V.E.= 1:2.5 5 km 2.500 Aphrodite-1 2.500 Aphrodite-2 3D PSTM Crossline 2697 Tanin-1 3.000 S N...

The Impact of Anisotropic Mechanical Properties on Stimulation and Wellbore Stability in the Beetaloo Basin, Northern Territory, Australia

J Adam Donald, Thomas J. Neville

Unconventional Resources Technology Conference (URTEC)

... results for the same interval discussed above. Track one is the depth track with the cross-dipole inline and crossline energies, stratigraphy in track two...

Mapping of Salt Structures in the Gulf of Mexico Using Marine CSEM

J.J. Zach, M.A. Frenkel, P. Lindhom, A.M. Ostvedt-Ghazi, A. Kumar, T. Pham

Asociación Colombiana de Geólogos y Geofisicos del Petróleo (ACGGP)

... are ultimately rotated into a coordinate system in which “x” is defined as the source towline direction. The inline electric (crossline magnetic) field...

Two-dimensional seismic refraction tomography of a buried bedrock valley at Hallsands beach, Devon, United Kingdom

Eric B. Avalos, David H. Malone, Eric W. Peterson, William P. Anderson, and Roland W. Gehrels

Environmental Geosciences (DEG)

... and crossline cross sections through the model. The geologic model shows a reasonable geologic interpretation that correlates with core data, field...

Estudio del Comportamiento de la Relación Vp/Vs a Partir de Datos Sísmicos Multicomponentes y Registros de Pozos. [PAPER IN SPANISH] Study of the Behavior of the Ratio Vp / Vs from Multicomponent Seismic Data and Well Logs.

R. Cova, J. Perez, H. Pineda

Asociación Colombiana de Geólogos y Geofisicos del Petróleo (ACGGP)

... muestra la columna estratigráfica característica del área Norte de la cuenca Barinas-Apure y su descripción litológica. crossline más cercana al pozo...

Central-Tunu 3D Transition Zone Acquisition - Technical and Planning Coordination Challenges in Populated Areas, and on a Field Under Intensive Development (Tunu Field, Indonesia)

Michel Erbetta, Florent Bertini, J. Bonnafé, M. Saleh, Olivier de Pellegars, P. Faure, H. Lancien

Indonesian Petroleum Association

...) seismic parameters was specially designed to meet these technical objectives: Fold 72 – bin 12.5m x 12.5 m – max inline offset 2400 m – max crossline...

Unleashing geological sequestration potential of mature oilfield by enforcing 4-dimensional seismic model-based inversion in Widuri Field, Indonesia

Dwandari Ralanarko, Brimas Aptanindia Pangestu, Edy Sunardi, Ildrem Syafri, Billy Gumilar Adhiperdana

Geological Society of Malaysia (GSM)

... data was utilized as the monitoring data. The total number of lines used in the 4D seismic area is inline 350-1234 (804 lines) and crossline 180-1085...

Arguni I 3D Seismic Transitional Acquisition: Story Of A Challenging And Successful Project In Papua

Gilbert del Molino, Agostino Di Maio, Marco Barassi, Giuseppe Uncini, Hassan Abdel Rahman, Claudio Chinigo, Nicola Luise, Mauro Pastori, Vincent Soetedja, Tao Lin, Rickson Lumbanbatu, Guo Shanli

Indonesian Petroleum Association

... on satellite image Figure 3 - Acquisition template and rose diagram. Maximum offset both along Inline and Crossline direction is 4,375 m giving...

Seismic Stratigraphic Analysis of the Barnett Shale and Ellenburger Unconformity Southwest of the Core Area of the Newark East Field, Fort Worth Basin, Texas

Elizabeth T. Baruch, Roger M. Slatt, Kurt J. Marfurt

AAPG Special Volumes

... 3-D seismic survey interpretation was performed by analyzing every other inline and crossline. A time-structure map of the top of the Ellenburger...