advanced interpretation : case studies - …

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SEG.ORG/EVENTS 00:00 - 00:05 Hotel Safety Briefing 00:05 - 00:10 Welcome by Committee Chair 00:10 - 00:25 Welcome by SEG Leadership 00:25 - 00:40 Welcome Address by ADNOC Panel Session * NOC AND IOC: SIGNIFICANCE OF MACHINE LEARNING 00:40 - 02:10 02:10 - 02:40 02:40 - 03:20 Session 1 03:20 - 03:35 03:35 - 03:50 03:50 - 04:05 04:05 - 04:20 04:20 - 04:50 04:50 - 05:05 Session 2 05:05 - 05:20 05:20 - 05:35 05:35 - 05:50 05:50 - 06:20 06:20 - 06:50 AND INNOVATIVE WORKFLOWS IN SEISMIC INTERPRETATION Panel Speakers : TBC Moderator : Andrew McCarthy (CGG) Break - 30 min Online Speed Networking ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING ON SEISMIC INTERPRETATION Session Chairs: Abdulla Seliem (Oxy), Peter Szafian (Geoteric) * Interpreting subtle faults and multiple horizons layers using Machine Learning and Data Driven Approach Bilal Saeed (Halliburton Landmark) Extract the Maximum Value from Seismic Attributes Using Machine Learning Ahmed Al-Yaqoobi (Petroleum Development Oman) Transforming the Seismic Arena with AI Mark Brownless (Geoteric) * A Machine Learning-Based Approach Applied to Reprocessed Seismic Data to Generate a More Objective Structural Framework Malcolm Kent (CGG) Discussion - 30 min Break - 15 Min SEISMIC QUALITATIVE INTERPRETATION Session Chairs: Andrew McCarthy (CGG), Sabrina Martinelli (ENI) The Challenges of Thin Sands Prediction and Evaluation in a Turbidite Environment: new insights and opportunities. Case study Luis Escalona Delgado (Saudi Aramco) * Effective Use of 3D Seismic to High-Grade Devonian Gas Potential in Offshore Bahrain Bleddyn Davies (CGG) * Unraveling the Subsurface Geological Secrets of UAE-Oman Mountains Frontal Fold Belt and Foreland Basin Ahmed Abdelmaksoud Osman (Khalifa University) Discussion - 30 min Speed Networking Break on Virtual Platform 00:00 - 00:05 00:05 - 00:20 Session 3 00:20 - 00:40 00:40 - 01:00 01:00 - 01:15 01:15 - 01:30 01:30 - 01:45 01:45 - 02:05 02:05 - 02:40 02:40 - 03:10 Session 4 03:10 - 03:30 03:30 - 03:45 03:45 - 04:00 04:00 - 04:15 04:15 - 04:45 Session 5 04:45 - 05:05 05:05 - 05:20 05:20 - 05:35 05:35 - 06:05 06:05 - 06:35 06:35 - 07:05 Recap of Day 1 by Co-Chairs Welcome Address by Said Yarubi (Petroleum Development Oman) UNCERTAINTY QUANTIFICATION IN SEISMIC INTERPRETATION Session Chairs: Maria Caeiro (University of Lisbon), Petroleum Development Oman : TBC Improved Algorithms for Seismic Inversion for Facies Probabilities Patrick Connolly (PCA LTD) Geostatistical Seismic Inversion with Self-Learning Stochastic Simulation Algorithms Amilcar Oliveira Soares (Instituto Superior Técnico, Lisbon University) Modelling Geophysical Sources of Uncertainty About Geological Structures in a Green Oilfield. Mauro Galbiati (ENI S.P.A) Interrogating Probabilistic Inversion Results for Subsurface Structural Information Xin Zhang (University of Edinburgh) Quantifying Uncertainties of Complex Interbedded Clastic Reservoirs Within Salt Rawan Nadeer AlZayer (Saudi Aramco) Discussion - 30 min Break - 35 Min Online Speed Networking IMPACT OF ACQUISITION AND PROCESSING ON SEISMIC INTERPRETATION AND RESERVOIR CHARACTERIZATION Session Chairs: Sebastien Lacaze (Eliis), Cara Smith (WesternGeco) * Combining Processing and Interpretation for Pre-Stack Depth Imaging in the Middle-East: is there Still a Need for Time Imaging? Guillaume Cambois (ADNOC) Fit for Purpose? Automated Quality Control of AVO and Imaging Products Victor Aarre (Schlumberger) Broadband Seismic: Interpretation Insights, Benefits and Challenges Luis Giroldi (Saudi Aramco) The Role of Seismic Interpretation in the Velocity Model Building: Innovative Techniques, Integrated Workflows and Advanced Imaging Tool – A Case Study (Onshore Sharjah – UAE) Massimiliano Bertarini (ENI S.P.A) Discussion - 30 min SEISMIC QUANTITATIVE INTERPRETATION Session Chairs: Genki Sekata (Inpex/Jodco), Bruno de Ribet (Emerson) Seismic Reservoir Modeling: How to Integrate Geophysical Data, Rock Physics Models, and Statistical Methods Dario Grana (University of Wyoming) Integration of Rock Physics to Improve the Use of Seismically Derived Properties into Reservoir Modeling Gabriela Mercedes Carrasquero Boscan (ENI S.P.A) Fluid Discrimination Using De-Trended Seismic Impedance Xavier E. Refunjol (University of Houston) Discussion - 30 min Global Networking on Virtual Platform Global Online Entertainment 00:00 - 00:05 Session 6 00:05 - 00:25 00:25 - 00:45 00:45 - 01:00 01:00 - 01:15 01:15 - 01:30 01:30 - 02:00 02:00 - 02:20 Session 7 02:20 - 02:35 02:35 - 02:50 02:50 - 03:10 03:10 - 03:40 03:40 - 04:10 Session 8 04:10 - 04:25 04:25 - 04:40 04:40 - 04:55 04:55 - 05:10 05:10 - 05:40 05:40 - 05:55 05:55 - 06:25 Recap of Day 2 by Co-Chairs ADVANCED INTERPRETATION : CASE STUDIES - WORKFLOWS Session Chairs: Salem Al Hammami (ADNOC), Bruno de Ribet (Emerson) GeoCrawler: Can Deep Learning Predict Hydrocarbon Traps Directly from Seismic Data? Stephane Gesbert (SHELL) Subsurface Digital Transformation : Insights from TotalEnergies Roadmap Henri Houllevigue (TotalEnergies) Evolution of 3D Seismic Fault Interpretation – from Attribute Driven to Machine-Aided and Everything In-Between Sadaqat S. Ali (Saudi Aramco) * Understanding Geology from Seismic Data with a Comprehensive Approach Sebastien Lacaze (Eliis) * Automatic Interpretation of Internal Horizons using CNN Anat Canning (Emerson) Discussion - 30 min Break - 20 Min RESERVOIR CHARACTERIZATION Session Chairs: Talal Busaidi (Petroleum Development Oman), Cara Smith (WesternGeco) Multifaceted Quantitative Seismic Reservoir Characterization of the Gharif Sand Channels in the Sultanate of Oman Othman Harrasi (Petroleum Development Oman) * First Case Study for Litho-Petro-Elastic AVO Inversion for Advanced Interpretation of Complex Tight Reservoirs in East Onshore Abu Dhabi Karim Elsadany (Schlumberger) Discussion - 20 min Break - 30min Online Attendees Speed Networking SEISMIC QUANTITATIVE INTERPRETATION Session Chairs: Abdullah Seliem (Oxy), Talal Busaidi (Petroleum Development Oman) * Maximising Portfolio Value by Integrating Advanced Quantitative Seismic Interpretation Workflows Within an Exploration Maturation Context: Abu Dhabi Carbonate Case study Neil Omonigho (ADNOC) Multiphysics 3D Joint Inversion; Applications for Geothermal Resource Imaging Stephen Hallinan (CGG) Reflection Seismic Thermometry as a Tool to Determine Subsurface Temperature Arka Dyuti Sarkar (University of Manchester) Full Volume Automated Horizon Extraction from Seismic Data, North Sea Example. Nam Nguyen (Halliburton) Discussion - 30 min Wrap Up Global Networking on Virtual Platform PROGRAMME CENTRAL TIME (GMT - 6:00) 2ND WORKSHOP: ADVANCES IN SEISMIC INTERPRETATION 21–23 NOVEMBER 2021 ABU DHABI/VIRTUAL SEG WORKSHOP SEG WORKSHOP PLATINUM SPONSOR STUDENT REGISTRATION SPONSORS WEBINAR SPONSORS WORKSHOP WEBINARS HALLIBURTON DecisionSpace Complex Geology – Interpret Complex Geological Structures Using DecisionSpace. Nam Nguyen WORKSHOP WEBINARS CGG TBC (VIRTUAL) SUNDAY, 21 November 2021 Day 1 : All Sessions are in Central Time (GMT - 6:00) MONDAY, 22 November 2021 Day 2 : All Sessions are in Central Time (GMT - 6:00) TUESDAY, 23 November 2021 Day 3 : All Sessions are in Central Time (GMT - 6:00) KEY: * IN PERSON PRESENTATIONS These details are as of 27 September and will be updated periodically

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Page 1: ADVANCED INTERPRETATION : CASE STUDIES - …

SEG.ORG/EVENTS

00:00 - 00:05 Hotel Safety Briefing00:05 - 00:10 Welcome by Committee Chair00:10 - 00:25 Welcome by SEG Leadership00:25 - 00:40 Welcome Address by ADNOC

Panel Session * NOC AND IOC: SIGNIFICANCE OF MACHINE LEARNING

00:40 - 02:10

02:10 - 02:40 02:40 - 03:20

Session 1

03:20 - 03:35

03:35 - 03:50

03:50 - 04:05

04:05 - 04:20

04:20 - 04:50 04:50 - 05:05

Session 2

05:05 - 05:20

05:20 - 05:35

05:35 - 05:50

05:50 - 06:20

06:20 - 06:50

AND INNOVATIVE WORKFLOWS IN SEISMIC INTERPRETATION

Panel Speakers : TBC Moderator : Andrew McCarthy (CGG)

Break - 30 min Online Speed Networking

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING ON SEISMIC INTERPRETATION Session Chairs: Abdulla Seliem (Oxy), Peter Szafian (Geoteric)

* Interpreting subtle faults and multiple horizons layers using MachineLearning and Data Driven Approach Bilal Saeed (Halliburton Landmark)Extract the Maximum Value from Seismic Attributes Using Machine Learning Ahmed Al-Yaqoobi (Petroleum Development Oman)Transforming the Seismic Arena with AIMark Brownless (Geoteric)* A Machine Learning-Based Approach Applied to Reprocessed Seismic Data to Generate a More Objective Structural FrameworkMalcolm Kent (CGG)

Discussion - 30 min Break - 15 Min

SEISMIC QUALITATIVE INTERPRETATION Session Chairs: Andrew McCarthy (CGG), Sabrina Martinelli (ENI)

The Challenges of Thin Sands Prediction and Evaluation in a Turbidite Environment: new insights and opportunities. Case studyLuis Escalona Delgado (Saudi Aramco)* Effective Use of 3D Seismic to High-Grade Devonian Gas Potential in Offshore BahrainBleddyn Davies (CGG)* Unraveling the Subsurface Geological Secrets of UAE-Oman Mountains Frontal Fold Belt and Foreland BasinAhmed Abdelmaksoud Osman (Khalifa University)

Discussion - 30 min

Speed Networking Break on Virtual Platform

00:00 - 00:05 00:05 - 00:20

Session 3

00:20 - 00:40

00:40 - 01:00

01:00 - 01:15

01:15 - 01:30

01:30 - 01:45

01:45 - 02:05 02:05 - 02:40 02:40 - 03:10

Session 4

03:10 - 03:30

03:30 - 03:45

03:45 - 04:00

04:00 - 04:15

04:15 - 04:45

Session 5

04:45 - 05:05

05:05 - 05:20

05:20 - 05:35

05:35 - 06:05

06:05 - 06:35

06:35 - 07:05

Recap of Day 1 by Co-ChairsWelcome Address by Said Yarubi (Petroleum Development Oman)

UNCERTAINTY QUANTIFICATION IN SEISMIC INTERPRETATIONSession Chairs: Maria Caeiro (University of Lisbon), Petroleum Development Oman : TBC

Improved Algorithms for Seismic Inversion for Facies ProbabilitiesPatrick Connolly (PCA LTD)Geostatistical Seismic Inversion with Self-Learning Stochastic Simulation AlgorithmsAmilcar Oliveira Soares (Instituto Superior Técnico, Lisbon University) Modelling Geophysical Sources of Uncertainty About Geological Structures in a Green Oilfield.Mauro Galbiati (ENI S.P.A)Interrogating Probabilistic Inversion Results for Subsurface Structural InformationXin Zhang (University of Edinburgh)Quantifying Uncertainties of Complex Interbedded Clastic Reservoirs Within SaltRawan Nadeer AlZayer (Saudi Aramco)

Discussion - 30 minBreak - 35 MinOnline Speed Networking

IMPACT OF ACQUISITION AND PROCESSING ON SEISMIC INTERPRETATION AND RESERVOIR CHARACTERIZATION Session Chairs: Sebastien Lacaze (Eliis), Cara Smith (WesternGeco)

* Combining Processing and Interpretation for Pre-Stack Depth Imaging in the Middle-East: is there Still a Need for Time Imaging?Guillaume Cambois (ADNOC)Fit for Purpose? Automated Quality Control of AVO and Imaging Products Victor Aarre (Schlumberger)Broadband Seismic: Interpretation Insights, Benefits and ChallengesLuis Giroldi (Saudi Aramco)The Role of Seismic Interpretation in the Velocity Model Building: Innovative Techniques, Integrated Workflows and Advanced Imaging Tool – A Case Study (Onshore Sharjah – UAE)Massimiliano Bertarini (ENI S.P.A)

Discussion - 30 min

SEISMIC QUANTITATIVE INTERPRETATION Session Chairs: Genki Sekata (Inpex/Jodco), Bruno de Ribet (Emerson)

Seismic Reservoir Modeling: How to Integrate Geophysical Data, Rock Physics Models, and Statistical MethodsDario Grana (University of Wyoming)Integration of Rock Physics to Improve the Use of Seismically Derived Properties into Reservoir ModelingGabriela Mercedes Carrasquero Boscan (ENI S.P.A)Fluid Discrimination Using De-Trended Seismic ImpedanceXavier E. Refunjol (University of Houston)

Discussion - 30 min

Global Networking on Virtual Platform

Global Online Entertainment

00:00 - 00:05

Session 6

00:05 - 00:25

00:25 - 00:45

00:45 - 01:00

01:00 - 01:15

01:15 - 01:30

01:30 - 02:00 02:00 - 02:20

Session 7

02:20 - 02:35

02:35 - 02:50

02:50 - 03:10 03:10 - 03:40 03:40 - 04:10

Session 8

04:10 - 04:25

04:25 - 04:40

04:40 - 04:55

04:55 - 05:10

05:10 - 05:40

05:40 - 05:55

05:55 - 06:25

Recap of Day 2 by Co-Chairs

ADVANCED INTERPRETATION : CASE STUDIES - WORKFLOWS Session Chairs: Salem Al Hammami (ADNOC), Bruno de Ribet (Emerson)

GeoCrawler: Can Deep Learning Predict Hydrocarbon Traps Directly from Seismic Data?Stephane Gesbert (SHELL)Subsurface Digital Transformation : Insights from TotalEnergies Roadmap Henri Houllevigue (TotalEnergies)Evolution of 3D Seismic Fault Interpretation – from Attribute Driven to Machine-Aided and Everything In-BetweenSadaqat S. Ali (Saudi Aramco)* Understanding Geology from Seismic Data with a Comprehensive Approach Sebastien Lacaze (Eliis)* Automatic Interpretation of Internal Horizons using CNNAnat Canning (Emerson)

Discussion - 30 minBreak - 20 Min

RESERVOIR CHARACTERIZATION Session Chairs: Talal Busaidi (Petroleum Development Oman), Cara Smith (WesternGeco)

Multifaceted Quantitative Seismic Reservoir Characterization of the Gharif Sand Channels in the Sultanate of OmanOthman Harrasi (Petroleum Development Oman)* First Case Study for Litho-Petro-Elastic AVO Inversion for Advanced Interpretation of Complex Tight Reservoirs in East Onshore Abu DhabiKarim Elsadany (Schlumberger)

Discussion - 20 minBreak - 30minOnline Attendees Speed Networking

SEISMIC QUANTITATIVE INTERPRETATION Session Chairs: Abdullah Seliem (Oxy), Talal Busaidi (Petroleum Development Oman)

* Maximising Portfolio Value by Integrating Advanced Quantitative Seismic Interpretation Workflows Within an Exploration Maturation Context: Abu Dhabi Carbonate Case studyNeil Omonigho (ADNOC)Multiphysics 3D Joint Inversion; Applications for Geothermal Resource Imaging Stephen Hallinan (CGG)Reflection Seismic Thermometry as a Tool to Determine Subsurface Temperature Arka Dyuti Sarkar (University of Manchester)Full Volume Automated Horizon Extraction from Seismic Data, North Sea Example.Nam Nguyen (Halliburton)

Discussion - 30 min

Wrap Up

Global Networking on Virtual Platform

PROGRAMME

CENTRAL TIME (GMT - 6:00)

2ND WORKSHOP: ADVANCES IN SEISMIC INTERPRETATION

21–23 NOVEMBER 2021

ABU DHABI/VIRTUAL

SEG WORKSHOP

SEG WORKSHOP

PLATINUM SPONSOR

STUDENT REGISTRATION SPONSORS

WEBINAR SPONSORS

WORKSHOP WEBINARS

HALLIBURTON

DecisionSpace Complex Geology – Interpret Complex Geological Structures Using DecisionSpace.Nam Nguyen

WORKSHOP WEBINARS

CGG

TBC

(VIRTUAL)

SUNDAY, 21 November 2021Day 1 : All Sessions are in Central Time (GMT - 6:00)

MONDAY, 22 November 2021Day 2 : All Sessions are in Central Time (GMT - 6:00)

TUESDAY, 23 November 2021Day 3 : All Sessions are in Central Time (GMT - 6:00)

KEY:

* IN PERSON PRESENTATIONSThese details are as of 27 September and will be updated periodically