... geologist petroleum geology machine learning applied geoscience & energy 10 reservoir characterization seismic data channel architecture algorithm improved seismic interpretaon workflow component analysis new zealand channel feature artificial intelligence economic geology american...

... This study investigates explainable AI (XAI) methods to understand the inner workings of a machine learning (ML) architecture trained for seismic facies classification in the Canterbury Basin, New Zealand. Specifically, we analyze the global and local importance of a suite seismic attributes...

... such as carbon dioxide or hydrogen into a reservoir, geological processes in volcanoes and faults, all the way to subsurface characterization of the planet Mars. environment new zealand similarity reservoir characterization school injection upstream oil & gas university face petroleum...

... management agencies when geohazard events occur that could impact New Zealand and her people. reservoir characterization new zealand impact new zealand applied geoscience zealand data in real time upstream oil & gas earthquake ngmc march 5 mainland new zealand tsunamigenic earthquake...

... by impermeable strata which may result in a widespread fluid overpressure regime. Here, we present results from an initial AVO effect analysis that shows the existence of AVO signatures in the southern HSM. Introduction The active HSM borders the East Coast region of New Zealand s North Island (Figure 1...

... Zealand. decision tree learning applied geoscience machine learning upstream oil & gas artificial intelligence seismic data reservoir characterization frequency prediction random forest green line new zealand random forest prediction acoustic impedance subsurface property...

...Seismic interpretation of structural features in the Kokako 3D seismic area, Taranaki Basin (New Zealand) Edimar Perico*, Petróleo Brasileiro S.A. and Dr. Heather Bedle, University of Oklahoma. Summary The Western Platform represents an important tectonic unit The basin experienced different...

... Presentation Time: 2:15 PM Location: 362C Presentation Type: Oral artificial intelligence benchmark dataset zealand reservoir characterization upstream oil & gas seismic interpretation neural network new zealand semi-automatic seismic interpretation amplitude seg international exposition...

... new zealand sediment taranaki basin seismic geomorphology pipeline-3d dataset reservoir characterization Chopra , S. , and K.J. Marfurt , 2007 , Volumetric curvature attributes add value to 3D seismic data interpretation . The Leading Edge , 26 , no . 7 , 856...

... ABSTRACT Analysis of the Pipeline dataset, a high-resolution 3D seismic volume, in the Taranaki Basin, Western New Zealand, allows for the identification and characterization of several deepwater architectural elements within a channel complex. This study focuses on the delineation...

... performed in two New Zealand petroleum basins. Initial results demonstrate that far offset seismic data is critical in improving the imaging of the base of the gas hydrate stability zone. Presentation Date: Monday, October 15, 2018 Start Time: 1:50:00 PM Location: Poster Station 1 Presentation Type...

... New Zealand. The results compare to previous studies, which show increasing elastic wave speed as a function of organic maturity. In addition, they portray a greater change in elastic moduli (?K and ?G), over increasing coal rank, than velocity (?V) or density (??). V P /V S decreases from an average...

... information of multiple spectral magnitude components in order to make an unsupervised seismic facies classification of channel complexes located in the Moki A Formation, Taranaki Basin, New Zealand. Presentation Date: Tuesday, October 16, 2018 Start Time: 1:50:00 PM Location: 210A (Anaheim Convention...

... penetrating radar (GPR) surveys over the late spring, summer, and early autumn on the Glen Lyon and Benmore segments of the Ostler Fault, respectively in the South Canterbury and Central Otago provinces of the South Island of New Zealand. The changes in the response are clear. Long-term weather patterns can...

... ABSTRACT CREWES participated in two collaborative seismic surveys that were conducted in New Zealand in early 2016. The target of interest in the Whataroa valley (South Island) is the Alpine Fault, which forms part of the boundary between the Australian and Pacific Plates in southern New...

... an example case study showing the successful application of these techniques to fault-enhancing attributes in a 3D seismic dataset from New Zealand. Presentation Date: Tuesday, September 26, 2017 Start Time: 9:20 AM Location: Exhibit Hall C/D Presentation Type: POSTER eigenvalue upstream oil...

... signature amplitude anomaly amplitude miocene-pliocene mangaa formation variation gas reservoir saturation geophysical investigation reservoir characterization seg seg international exposition annual meeting reservoir mangaa formation new zealand upstream oil & gas cross...

..., South Island, New Zealand : New Zealand Journal of Geology and Geophysics , 38 , 579 – 583 , 10.1080/00288306.1995.9514686 . Schmitt , D. R. , B. Milkereit , T. Karp , C. Scholz , S. Danuor , D. Meilleux , and M. Welz , 2007 , In situ...

... reservoir characterization urenui formation upstream oil & gas cape egmont fault composite display annual meeting dip magnitude new zealand seg seg international exposition apparent dip Barnes , A. E. , 2003 , Shaded relief seismic attribute : Geophysics , 68 , 1281...

... reservoir characterization seg seg international exposition heggland gas cloud workflow probability neural network new zealand Aminzadeh , F. , D. Connolly , and P. De Groot , 2002 , Interpretation of gas chimney volumes : 72nd Annual International Meeting, SEG...