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Welcome to the new Datapages Archives

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The AAPG/Datapages Combined Publications Database

Showing 440 Results. Searched 201,044 documents.

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Abstract: Seismic-ML Fusion for Optimized CCUS Site Selection: A Case Study on Volve Dataset; #91209 (2025)

Bilal Saeed Syed, Bilal Hungund

Search and Discovery.com

... on seismic line attributes. The proposed methodology involves careful well selection, preprocessing, and model training with subsequent application...

2025

Abstract: Cloud-Native Automated Multi-Well-Log Correlation using DTW and Machine Learning: Application to Brazilian Basins; #91215 (2026)

M. Ducros, E. Gaspar, L. da Silva Oliveira Santos, T. Manoel, M. Miranda, F. Gonçalves

Search and Discovery.com

... introduce a cloud-native, automated solution combining Dynamic Time Warping (DTW) for sequence alignment and machine learning for data preprocessing...

2026

ABSTRACT: Determination of Carbonate Permeability Category using Hybrid Neural Network and Fuzzy Inference Systems; #90049 (2005)

H-C. Chang, H-C. Chen, D. C. Kopaska-Merkel

Search and Discovery.com

... neutron log density log sonic log velocity-deviation log Preprocessing (column 2) Preprocessing (Normalizing raw data to [0,1]) Clustering (column 3...

Unknown

A New Method for Determining Paleocurrent Direction Using Imaging Log, #42407 (2019).

Pengyun Zhang, Jianmeng Sun,

Search and Discovery.com

... • Introduction Limitations of traditional methods and advantages of new methods • Methods and Steps Preprocessing of imaging data, layered and fan...

2019

Abstract: A Digital Telemetry System Implementation of the Dual-Sensor, Bottom-Cable Method

F. J. Barr, J. I. Sanders, D. A. Chamberlain

Geological Society of Malaysia (GSM)

... into the reflection wavelet's amplitude spectrum. To eliminate this reverberation problem during the data acquisition and preprocessing stage, the dual...

1991

Abstract: Evaluation of Different Fiber Optic Cables For Near-Surface Reflection Seismic; #91204 (2023)

Anton Egorov, Pavel Golikov, Andrey Bakuli, Konstantin Tertyshnikov, Roman Pevzner

Search and Discovery.com

... apply some basic processing to the acquired data. We assign the geometry to the data, apply a set of preprocessing procedures (amplitude corrections...

2023

Abstract: Surface-consistent transmission FWI; #91204 (2023)

Ernesto Sandoval, Daniele Colombo, Diego Rovetta, Apostolos Kontakis

Search and Discovery.com

... to complex physics that are difficult to be solved with a modeling/inversion approach such as full waveform inversion (FWI). Preprocessing and corrections...

2023

Abstract: Surface-consistent Near Surface Deconvolution; #91204 (2023)

Ernesto Sandoval, Daniele Colombo, Diego Rovetta, Apostolos Kontakis

Search and Discovery.com

.... The developed methodology is fully automatic and doesn't require pretreatment of the data, it can be used as a typical preprocessing early in the seismic...

2023

Abstract: Normalization of Gamma-Ray Logs Using Python for Enhanced Data Consistency in the Uinta Basin, Utah; #91208 (2024)

Kate M. Jurney, Joshua T. Sigler

Search and Discovery.com

.... This study leverages Python to automate the process of preprocessing gamma ray log data, conducting statistical analyses of the log data, normalizing...

2024

Full Waveform Inversion: Early Start of Model Building Process to Resolve the Complex near Surface Model in the Exmouth Sub-Basin, North West Shelf Australia

Lianping Zhang, Haryo Trihutomo, Yuelian Gong, BeeJik Lim, Alexander Karvelas

Australian Petroleum Production & Exploration Association (APPEA) Journal

... inversion (FWI) workflow, here, FWI was introduced early in the workflow in parallel with acquisition and preprocessing to produce a reliable near surface...

2018

Abstract: Demystifying HGI Prediction Using Interpretable Machine Learning Models

Wei Zhu, Na Xu

The Society for Organic Petrology (TSOP)

... Energy Research (CAER), after rigorous data cleaning and preprocessing. Both datasets encompassed indicators derived from proximate analysis, ultimate...

2025

Abstract: The Application of Ground Penetrating Radar (GPR) in Mapping Buried Utilities

Z. Z. T. Harith, S. A. R. Iskandar, B. S. Rosli

Geological Society of Malaysia (GSM)

..., and Intel PGI2, Bayan Lepas, Pulau Pinang. Data was collected using RAMAC GPR 250MHz shielded antenna. After preprocessing using filter such as DC Filter...

2003

Ant Tracking Seismic Volumes for Automated Fault Interpretation

Tom Cox

Search and Discovery.com

..., preprocessing can involve preparing the seismic with structural smoothing, filtering or other attributes, followed by discontinuity attributes such as chaos...

Unknown

ABSTRACT: Removal of Surface and Internal Multiples from Land Data: Experience from North Africa Data; #90051 (2006)

Riaz Alá'i, Eric Verschuur

Search and Discovery.com

... propagation and irregular trace spacing. Therefore, proper preprocessing to enhance and regularize the seismic reflections, which will act...

Unknown

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