SlideShare ist ein Scribd-Unternehmen logo
1 von 33
Introduction to velocity
model building
IV Semana de Geofísica - UNICAMP
July 2013
Luís Fernando Cypriano
Outline
 Who we are?
 Seismic processing overview
 Velocity analysis
 Velocity model inversion
 Layer striping
 Three examples of CGG model inversion technologies
Who we are?
3
Delivering advanced geoscience solutions
Full range of products and clear
market leadership onshore,
offshore and downhole:
 Technology leadership
 Large installed base
 A cornerstone for CGG
integrated solutions
Full range of seismic and other
geophysical methods for
acquisition:
 Land
 Marine
 Seabed*
 Airborne**
 Subsurface Imaging
 Reservoir Software & Services
 Geological Services
 Exploration & Appraisal
 Satellite Mapping
 Multi-Client Data Library
(Seismic, Grav-Mag, Geological)
 Data Management Services
Geology,
Geophysics
& Reservoir
AcquisitionEquipment
 9,800 employees
 70 locations worldwide
 $4.2 Bn 2011 pro-forma revenue
*Through the Seabed Geosolutions
joint venture owned 60 % by Fugro
% and 40 % by CGG
**Airborne will be integrated once
operating licenses and
administrative authorizations have
been received4
Passion for Innovation
1930 1940 1950 1960 20201970 1980 1990 2000 2010
Creation of
CGG
Wide Azimuth
Acquisition
Long-Offset
Marine
Acquisition
Digital
Innovation
Processing
on Micro
Sercel 408
2D Innovation
UltraSeis
Kirchhoff PSDM
3D SRME
BroadSeis
RTM 3D Gather
HPVA
Sercel 428
Nautilus
Sentinel
Reflection
Seismic
3D Innovation
Sercel 348
UNITE
StagSeis
 A unique history of innovation leadership
 R&D commitment
 Technology partnerships and centers
– Saudi Aramco (Al Khobar)
– Petrobras (Rio)
5
CGG Brazil
6
Seismic processing overview
7
Where are the hydrocarbons?
Fonte: http://diariodopresal.files.wordpress.com
Exploring the Earth’s subsurface
Fonte: http://tle.geoscienceworld.org
𝑍 = 𝜌𝑉
𝑑 = 𝑉𝑡
From seismograms to 3D structural images
Preprocessing
• Static Correction
• Noise and Multiple
attenuation
• Amplitude Correction
• Regularization
Model Building
• RMO/Dip picking
• Layer interpretation
• Initial velocity flood
• Model inversion
• Velocity update
• Migration
Final Migration
• Technique
• Pre-Stack
• Post- Stack
• Domain
• Time
• Depth
• Algorithm
• Kirchhoff
• RTM
• CBM
• W.E.
Velocity analysis
11
Common Image Gather constriction
tempo
offset
𝑇2 = 𝑇0
2
+
𝑥2
4𝑉2
𝑇0 =
𝐿
𝑉
𝑥
𝑳
Moveout correction
tempo
offset
𝑇0
𝑇 tempo
offset
𝑇0
𝑇2 −
𝑥2
4𝑉2
= 𝑇0
2
What if we remove the exact amount of travel time caused by the
source-receiver offset?
Moveout correction over real seismic gathers
Before moveout correction After moveout correction
Velocity model inversion
16
Migration with the Initial velocity model
INITIAL MODELMigrated session
* These images are for illustration purposes only
Take Common Image
Gathers on a regular grid
trough the entire session.
17
Residual Moveout (RMO) Analysis and Picking
Are the gathers flat?
Can we improve the initial
velocity?
INITIAL MODELMigrated session
* These images are for illustration purposes only
Take Common Image
Gathers on a regular grid
trough the entire session.
18
Velocity update
INITIAL MODEL
There are several methods for
velocity inversion. We shall
try a standard tomography.
UPDATED MODELMigrated session
* These images are for illustration purposes only
19
New Migration to confirm
UPDATED MODELNew Migrated session
* These images are for illustration purposes only
20
Conclusion: Image Before Update
INITIAL MODEL
Migrated session CIG gathers
* These images are for illustration purposes only
21
Conclusion: Image After Update
UPDATED MODEL
* These images are for illustration purposes only
Migrated session CIG gathers
Layer striping
22
Update from WB
and below
23
- Stack & CIGs QC.
- Top layer
interpretation.
- Update velocity below
layer top.
Top-down velocity model building
1.Sediment flood 2.Sediment update 3.Velocity Contrast
Update
4.Final Bottom
Update
Summary
24
Initial model
for new layer
Migration
RMO pick
Velocity Update
for new layer
Repeat for
new layer
Last Layer Update
Examples of CGG model
inversion technologies
25
Integrated Imaging Solutions
26
STREAMER
Conventional
BroadSeisTM
OCEAN
BOTTOM
OBC, OBN
WIDE AZIMUTH
WAZ , RAZ
MAZ, StagSeisTM
LAND
Imaging algorithms
Single arrival (Kirchhoff)
Anisotropy (VTI, TTI, HTI, Ortho)
Wave field (WEM, RTM)
Model Inversion
Full Wave solutions (FWI)
High Definition
Q Migrations
Multi-layer inversion
Visualisation
Tornado
Hybrid model
Salt handling
Tomography (Time & Depth)
Time and Depth
Amplitude & Q
Multi arrival (CBM, APCBM, Beam)
27
Multi-layer tomography – North Sea Dutch sector
1st pass updated model – Kirchhoff migration1st pass updated model – Kirchhoff migration
28
Multi-layer tomography – North Sea Dutch sector
Final model – Kirchhoff migrationFinal model – Kirchhoff migration
High Definition Tomography (TOMOHD) – West Africa (2)
29
1.5 2.5 3.5 4.5 5.5 km/s
2 km
500m
Initial Vint & Final PreSDMInitial Vint & Final PreSDM
High Definition Tomography (TOMOHD) – West Africa (2)
30
2 km
500m
TOMOHD Vint & Final PreSDMTOMOHD Vint & Final PreSDM
1.5 2.5 3.5 4.5 5.5 km/s
Initial velocity model and Kirchhoff PSDM
BROADSEISTM
FWI updated model and Kirchhoff PSDM
BROADSEISTM
Thank you!
Aknowledgements:
Tadeu Vidal, Mathieu Reinier, Luís D’Afonseca, Raquel Mauler, Yamen
Belhassen, Olivier Garde and Roger Taylor.

Weitere ähnliche Inhalte

Was ist angesagt?

F-K Filtering for Seismic Data Processing
F-K Filtering for Seismic Data ProcessingF-K Filtering for Seismic Data Processing
F-K Filtering for Seismic Data ProcessingAdithya Shettar
 
Role of Seismic Attributes in Petroleum Exploration_30May22.pptx
Role of Seismic Attributes in Petroleum Exploration_30May22.pptxRole of Seismic Attributes in Petroleum Exploration_30May22.pptx
Role of Seismic Attributes in Petroleum Exploration_30May22.pptxNagaLakshmiVasa
 
Structur Alanalysis
Structur AlanalysisStructur Alanalysis
Structur AlanalysisShah Naseer
 
Interpretation 23.12.13
Interpretation 23.12.13Interpretation 23.12.13
Interpretation 23.12.13Shashwat Sinha
 
Introduction to seismic interpretation
Introduction to seismic interpretationIntroduction to seismic interpretation
Introduction to seismic interpretationAmir I. Abdelaziz
 
WesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data ProcessingWesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data ProcessingHatem Radwan
 
Seismic data processing 13 stacking&migration
Seismic data processing 13 stacking&migrationSeismic data processing 13 stacking&migration
Seismic data processing 13 stacking&migrationAmin khalil
 
Petrel F 5 horizon interpretation 2018 v1.0
Petrel F 5 horizon interpretation 2018 v1.0Petrel F 5 horizon interpretation 2018 v1.0
Petrel F 5 horizon interpretation 2018 v1.0Sigve Hamilton Aspelund
 
Seismic Attributes
Seismic AttributesSeismic Attributes
Seismic AttributesDalia Hassan
 
Avo ppt (Amplitude Variation with Offset)
Avo ppt (Amplitude Variation with Offset)Avo ppt (Amplitude Variation with Offset)
Avo ppt (Amplitude Variation with Offset)Haseeb Ahmed
 
Reservoir Geophysics
Reservoir GeophysicsReservoir Geophysics
Reservoir GeophysicsJacob13012
 
Extended seismic data processing lec25, fk filtering
Extended seismic data processing lec25, fk filteringExtended seismic data processing lec25, fk filtering
Extended seismic data processing lec25, fk filteringAmin khalil
 
Quantitative and Qualitative Seismic Interpretation of Seismic Data
Quantitative and Qualitative Seismic Interpretation of Seismic Data Quantitative and Qualitative Seismic Interpretation of Seismic Data
Quantitative and Qualitative Seismic Interpretation of Seismic Data Haseeb Ahmed
 
Multicomponent Seismic Data API
Multicomponent Seismic Data APIMulticomponent Seismic Data API
Multicomponent Seismic Data APIBablu Nonia
 

Was ist angesagt? (20)

F-K Filtering for Seismic Data Processing
F-K Filtering for Seismic Data ProcessingF-K Filtering for Seismic Data Processing
F-K Filtering for Seismic Data Processing
 
Velocity model building in Petrel
Velocity model building in PetrelVelocity model building in Petrel
Velocity model building in Petrel
 
Principles of seismic data processing m.m.badawy
Principles of seismic data processing m.m.badawyPrinciples of seismic data processing m.m.badawy
Principles of seismic data processing m.m.badawy
 
Role of Seismic Attributes in Petroleum Exploration_30May22.pptx
Role of Seismic Attributes in Petroleum Exploration_30May22.pptxRole of Seismic Attributes in Petroleum Exploration_30May22.pptx
Role of Seismic Attributes in Petroleum Exploration_30May22.pptx
 
Structur Alanalysis
Structur AlanalysisStructur Alanalysis
Structur Alanalysis
 
Survey design
Survey designSurvey design
Survey design
 
Interpretation 23.12.13
Interpretation 23.12.13Interpretation 23.12.13
Interpretation 23.12.13
 
Introduction to seismic interpretation
Introduction to seismic interpretationIntroduction to seismic interpretation
Introduction to seismic interpretation
 
WesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data ProcessingWesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data Processing
 
Principles of seismic data interpretation m.m.badawy
Principles of seismic data interpretation   m.m.badawyPrinciples of seismic data interpretation   m.m.badawy
Principles of seismic data interpretation m.m.badawy
 
Seismic data processing 13 stacking&migration
Seismic data processing 13 stacking&migrationSeismic data processing 13 stacking&migration
Seismic data processing 13 stacking&migration
 
seismic inversion
seismic inversionseismic inversion
seismic inversion
 
Petrel F 5 horizon interpretation 2018 v1.0
Petrel F 5 horizon interpretation 2018 v1.0Petrel F 5 horizon interpretation 2018 v1.0
Petrel F 5 horizon interpretation 2018 v1.0
 
Seismic Attributes
Seismic AttributesSeismic Attributes
Seismic Attributes
 
Seismic Attributes
Seismic AttributesSeismic Attributes
Seismic Attributes
 
Avo ppt (Amplitude Variation with Offset)
Avo ppt (Amplitude Variation with Offset)Avo ppt (Amplitude Variation with Offset)
Avo ppt (Amplitude Variation with Offset)
 
Reservoir Geophysics
Reservoir GeophysicsReservoir Geophysics
Reservoir Geophysics
 
Extended seismic data processing lec25, fk filtering
Extended seismic data processing lec25, fk filteringExtended seismic data processing lec25, fk filtering
Extended seismic data processing lec25, fk filtering
 
Quantitative and Qualitative Seismic Interpretation of Seismic Data
Quantitative and Qualitative Seismic Interpretation of Seismic Data Quantitative and Qualitative Seismic Interpretation of Seismic Data
Quantitative and Qualitative Seismic Interpretation of Seismic Data
 
Multicomponent Seismic Data API
Multicomponent Seismic Data APIMulticomponent Seismic Data API
Multicomponent Seismic Data API
 

Andere mochten auch

VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...
VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...
VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...Petrobras
 
Portfólio Geophysicalcs - Mineração
Portfólio Geophysicalcs - MineraçãoPortfólio Geophysicalcs - Mineração
Portfólio Geophysicalcs - MineraçãoHilton Girão
 
Skripsi Elastik Impedansi dan LMR inversion
Skripsi Elastik Impedansi dan LMR inversionSkripsi Elastik Impedansi dan LMR inversion
Skripsi Elastik Impedansi dan LMR inversionAkbar Dwi Wahyono
 
INTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTE
INTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTEINTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTE
INTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTEDhy Ganny
 

Andere mochten auch (13)

Full Waveform Inversion: Introdução e Aplicações [4/5]
Full Waveform Inversion: Introdução e Aplicações [4/5]Full Waveform Inversion: Introdução e Aplicações [4/5]
Full Waveform Inversion: Introdução e Aplicações [4/5]
 
Full Waveform Inversion: Introdução e Aplicações [1/5]
Full Waveform Inversion: Introdução e Aplicações [1/5]Full Waveform Inversion: Introdução e Aplicações [1/5]
Full Waveform Inversion: Introdução e Aplicações [1/5]
 
Full Waveform Inversion: Introdução e Aplicações [3/5]
Full Waveform Inversion: Introdução e Aplicações [3/5]Full Waveform Inversion: Introdução e Aplicações [3/5]
Full Waveform Inversion: Introdução e Aplicações [3/5]
 
Aspectos de modelagem e imageamento usando equação da onda
Aspectos de modelagem e imageamento usando equação da ondaAspectos de modelagem e imageamento usando equação da onda
Aspectos de modelagem e imageamento usando equação da onda
 
Full Waveform Inversion: Introdução e Aplicações [2/5]
Full Waveform Inversion: Introdução e Aplicações [2/5]Full Waveform Inversion: Introdução e Aplicações [2/5]
Full Waveform Inversion: Introdução e Aplicações [2/5]
 
VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...
VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...
VII Fórum IBEF de Óleo e Gás - Situação atual e perspectivas para o Setor | C...
 
Portfólio Geophysicalcs - Mineração
Portfólio Geophysicalcs - MineraçãoPortfólio Geophysicalcs - Mineração
Portfólio Geophysicalcs - Mineração
 
Bacia Potiguar
Bacia PotiguarBacia Potiguar
Bacia Potiguar
 
Skripsi Elastik Impedansi dan LMR inversion
Skripsi Elastik Impedansi dan LMR inversionSkripsi Elastik Impedansi dan LMR inversion
Skripsi Elastik Impedansi dan LMR inversion
 
Full Waveform Inversion: Introdução e Aplicações [5/5]
Full Waveform Inversion: Introdução e Aplicações [5/5]Full Waveform Inversion: Introdução e Aplicações [5/5]
Full Waveform Inversion: Introdução e Aplicações [5/5]
 
Bacia Potiguar
Bacia PotiguarBacia Potiguar
Bacia Potiguar
 
INTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTE
INTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTEINTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTE
INTERPRETASI DATA SEISMIK PADA FORMASI PLOVER CEKUNGAN BONAPARTE
 
Reservoir modeling and characterization
Reservoir modeling and characterizationReservoir modeling and characterization
Reservoir modeling and characterization
 

Ähnlich wie Introduction to velocity model building

TGS Arcis- Canada Arcis Processing Services Brochure
TGS Arcis- Canada Arcis Processing Services BrochureTGS Arcis- Canada Arcis Processing Services Brochure
TGS Arcis- Canada Arcis Processing Services BrochureTGS
 
TGS Arcis Canada Processing Services brochure
TGS Arcis Canada Processing Services brochureTGS Arcis Canada Processing Services brochure
TGS Arcis Canada Processing Services brochureTGS
 
Seismic_Processing.pdf
Seismic_Processing.pdfSeismic_Processing.pdf
Seismic_Processing.pdfssuserdfad17
 
GRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA InversionGRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA InversionMarie Spence
 
Future guidelines the meteorological view - Isabel Martínez (AEMet)
Future guidelines the meteorological view - Isabel Martínez (AEMet)Future guidelines the meteorological view - Isabel Martínez (AEMet)
Future guidelines the meteorological view - Isabel Martínez (AEMet)IrSOLaV Pomares
 
UAVmapping_11111.ppt
UAVmapping_11111.pptUAVmapping_11111.ppt
UAVmapping_11111.pptBismaJZ
 
Olivier Casabianca
Olivier CasabiancaOlivier Casabianca
Olivier CasabiancaJoost Boers
 
CFD for Floating Systems.pdf
CFD for Floating Systems.pdfCFD for Floating Systems.pdf
CFD for Floating Systems.pdfmesin upnvj
 
Towards Exascale Simulations for Regional-Scale Earthquake Hazard and Risk
Towards Exascale Simulations for Regional-Scale Earthquake Hazard and RiskTowards Exascale Simulations for Regional-Scale Earthquake Hazard and Risk
Towards Exascale Simulations for Regional-Scale Earthquake Hazard and Riskinside-BigData.com
 
Product & technology portfolio of gridworld
Product & technology portfolio of gridworldProduct & technology portfolio of gridworld
Product & technology portfolio of gridworldlinkedin admin
 
Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...
Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...
Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
DepthInsight Geoscience Geomodeling Software Technology Introduction
DepthInsight Geoscience Geomodeling Software Technology IntroductionDepthInsight Geoscience Geomodeling Software Technology Introduction
DepthInsight Geoscience Geomodeling Software Technology IntroductionBo Sun
 
TGS NSA- Freeport 3D
TGS NSA- Freeport 3DTGS NSA- Freeport 3D
TGS NSA- Freeport 3DTGS
 
TGS NSA- Blanchard 3D
TGS NSA- Blanchard 3DTGS NSA- Blanchard 3D
TGS NSA- Blanchard 3DTGS
 
TGS NSA- Loyal 3D
TGS NSA- Loyal 3D TGS NSA- Loyal 3D
TGS NSA- Loyal 3D TGS
 

Ähnlich wie Introduction to velocity model building (20)

TGS Arcis- Canada Arcis Processing Services Brochure
TGS Arcis- Canada Arcis Processing Services BrochureTGS Arcis- Canada Arcis Processing Services Brochure
TGS Arcis- Canada Arcis Processing Services Brochure
 
TGS Arcis Canada Processing Services brochure
TGS Arcis Canada Processing Services brochureTGS Arcis Canada Processing Services brochure
TGS Arcis Canada Processing Services brochure
 
Seismic_Processing.pdf
Seismic_Processing.pdfSeismic_Processing.pdf
Seismic_Processing.pdf
 
GRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA InversionGRT Imaging for Seismic AVO/AVA Inversion
GRT Imaging for Seismic AVO/AVA Inversion
 
Future guidelines the meteorological view - Isabel Martínez (AEMet)
Future guidelines the meteorological view - Isabel Martínez (AEMet)Future guidelines the meteorological view - Isabel Martínez (AEMet)
Future guidelines the meteorological view - Isabel Martínez (AEMet)
 
Bathymetry ME Thesis
Bathymetry ME ThesisBathymetry ME Thesis
Bathymetry ME Thesis
 
UAVmapping_11111.ppt
UAVmapping_11111.pptUAVmapping_11111.ppt
UAVmapping_11111.ppt
 
Low-cost infrared camera arrays for enhanced capabilities
Low-cost infrared camera arrays for enhanced capabilitiesLow-cost infrared camera arrays for enhanced capabilities
Low-cost infrared camera arrays for enhanced capabilities
 
CFD For Offshore Applications
CFD For Offshore ApplicationsCFD For Offshore Applications
CFD For Offshore Applications
 
Olivier Casabianca
Olivier CasabiancaOlivier Casabianca
Olivier Casabianca
 
CFD for Floating Systems.pdf
CFD for Floating Systems.pdfCFD for Floating Systems.pdf
CFD for Floating Systems.pdf
 
Towards Exascale Simulations for Regional-Scale Earthquake Hazard and Risk
Towards Exascale Simulations for Regional-Scale Earthquake Hazard and RiskTowards Exascale Simulations for Regional-Scale Earthquake Hazard and Risk
Towards Exascale Simulations for Regional-Scale Earthquake Hazard and Risk
 
Product & technology portfolio of gridworld
Product & technology portfolio of gridworldProduct & technology portfolio of gridworld
Product & technology portfolio of gridworld
 
MobileMT airborne surveys
MobileMT airborne surveysMobileMT airborne surveys
MobileMT airborne surveys
 
Seismotech_2020_eng
Seismotech_2020_engSeismotech_2020_eng
Seismotech_2020_eng
 
Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...
Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...
Using MpCCI to model Fluid-Structure-Interactions with ABAQUS and 3rd party C...
 
DepthInsight Geoscience Geomodeling Software Technology Introduction
DepthInsight Geoscience Geomodeling Software Technology IntroductionDepthInsight Geoscience Geomodeling Software Technology Introduction
DepthInsight Geoscience Geomodeling Software Technology Introduction
 
TGS NSA- Freeport 3D
TGS NSA- Freeport 3DTGS NSA- Freeport 3D
TGS NSA- Freeport 3D
 
TGS NSA- Blanchard 3D
TGS NSA- Blanchard 3DTGS NSA- Blanchard 3D
TGS NSA- Blanchard 3D
 
TGS NSA- Loyal 3D
TGS NSA- Loyal 3D TGS NSA- Loyal 3D
TGS NSA- Loyal 3D
 

Mehr von Grupo de Geofísica Computacional, UNICAMP

Fenômenos eletromagnéticos: conceitos e aplicações em Geofísica e Física
Fenômenos eletromagnéticos: conceitos e aplicações em Geofísica e FísicaFenômenos eletromagnéticos: conceitos e aplicações em Geofísica e Física
Fenômenos eletromagnéticos: conceitos e aplicações em Geofísica e FísicaGrupo de Geofísica Computacional, UNICAMP
 
A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...
A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...
A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...Grupo de Geofísica Computacional, UNICAMP
 

Mehr von Grupo de Geofísica Computacional, UNICAMP (15)

Aplicações Potenciais de Deep Learning à Indústria do Petróleo
Aplicações Potenciais de Deep Learning à Indústria do PetróleoAplicações Potenciais de Deep Learning à Indústria do Petróleo
Aplicações Potenciais de Deep Learning à Indústria do Petróleo
 
Fenômenos eletromagnéticos: conceitos e aplicações em Geofísica e Física
Fenômenos eletromagnéticos: conceitos e aplicações em Geofísica e FísicaFenômenos eletromagnéticos: conceitos e aplicações em Geofísica e Física
Fenômenos eletromagnéticos: conceitos e aplicações em Geofísica e Física
 
Petrofísica de carbonatos do nordeste brasileiro
Petrofísica de carbonatos do nordeste brasileiroPetrofísica de carbonatos do nordeste brasileiro
Petrofísica de carbonatos do nordeste brasileiro
 
O Campo Geomagnético no Brasil
O Campo Geomagnético no BrasilO Campo Geomagnético no Brasil
O Campo Geomagnético no Brasil
 
Problemas Inversos
Problemas InversosProblemas Inversos
Problemas Inversos
 
Sismologia — Ciência dos Terremotos, onde, como e por quê? (4)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (4)Sismologia — Ciência dos Terremotos, onde, como e por quê? (4)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (4)
 
Sismologia — Ciência dos Terremotos, onde, como e por quê? (3)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (3)Sismologia — Ciência dos Terremotos, onde, como e por quê? (3)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (3)
 
Sismologia — Ciência dos Terremotos, onde, como e por quê? (2)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (2)Sismologia — Ciência dos Terremotos, onde, como e por quê? (2)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (2)
 
Sismologia — Ciência dos Terremotos, onde, como e por quê? (1)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (1)Sismologia — Ciência dos Terremotos, onde, como e por quê? (1)
Sismologia — Ciência dos Terremotos, onde, como e por quê? (1)
 
Introdução ao Processamento Paralelo (4.1)
Introdução ao Processamento Paralelo (4.1)Introdução ao Processamento Paralelo (4.1)
Introdução ao Processamento Paralelo (4.1)
 
Introdução ao Processamento Paralelo (3)
Introdução ao Processamento Paralelo (3)Introdução ao Processamento Paralelo (3)
Introdução ao Processamento Paralelo (3)
 
Introdução ao Processamento Paralelo (2)
Introdução ao Processamento Paralelo (2)Introdução ao Processamento Paralelo (2)
Introdução ao Processamento Paralelo (2)
 
Introdução ao Processamento Paralelo (1)
Introdução ao Processamento Paralelo (1)Introdução ao Processamento Paralelo (1)
Introdução ao Processamento Paralelo (1)
 
Introdução ao Processamento Paralelo (4.2)
Introdução ao Processamento Paralelo (4.2)Introdução ao Processamento Paralelo (4.2)
Introdução ao Processamento Paralelo (4.2)
 
A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...
A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...
A Evolução das Técnicas de Aquisição Sísmica Marítima para a Coleta de Dados ...
 

Kürzlich hochgeladen

The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Krashi Coaching
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docxPoojaSen20
 
The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxShobhayan Kirtania
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Celine George
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 

Kürzlich hochgeladen (20)

The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
mini mental status format.docx
mini    mental       status     format.docxmini    mental       status     format.docx
mini mental status format.docx
 
The byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptxThe byproduct of sericulture in different industries.pptx
The byproduct of sericulture in different industries.pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17Advanced Views - Calendar View in Odoo 17
Advanced Views - Calendar View in Odoo 17
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 

Introduction to velocity model building

  • 1. Introduction to velocity model building IV Semana de Geofísica - UNICAMP July 2013 Luís Fernando Cypriano
  • 2. Outline  Who we are?  Seismic processing overview  Velocity analysis  Velocity model inversion  Layer striping  Three examples of CGG model inversion technologies
  • 4. Delivering advanced geoscience solutions Full range of products and clear market leadership onshore, offshore and downhole:  Technology leadership  Large installed base  A cornerstone for CGG integrated solutions Full range of seismic and other geophysical methods for acquisition:  Land  Marine  Seabed*  Airborne**  Subsurface Imaging  Reservoir Software & Services  Geological Services  Exploration & Appraisal  Satellite Mapping  Multi-Client Data Library (Seismic, Grav-Mag, Geological)  Data Management Services Geology, Geophysics & Reservoir AcquisitionEquipment  9,800 employees  70 locations worldwide  $4.2 Bn 2011 pro-forma revenue *Through the Seabed Geosolutions joint venture owned 60 % by Fugro % and 40 % by CGG **Airborne will be integrated once operating licenses and administrative authorizations have been received4
  • 5. Passion for Innovation 1930 1940 1950 1960 20201970 1980 1990 2000 2010 Creation of CGG Wide Azimuth Acquisition Long-Offset Marine Acquisition Digital Innovation Processing on Micro Sercel 408 2D Innovation UltraSeis Kirchhoff PSDM 3D SRME BroadSeis RTM 3D Gather HPVA Sercel 428 Nautilus Sentinel Reflection Seismic 3D Innovation Sercel 348 UNITE StagSeis  A unique history of innovation leadership  R&D commitment  Technology partnerships and centers – Saudi Aramco (Al Khobar) – Petrobras (Rio) 5
  • 8. Where are the hydrocarbons? Fonte: http://diariodopresal.files.wordpress.com
  • 9. Exploring the Earth’s subsurface Fonte: http://tle.geoscienceworld.org 𝑍 = 𝜌𝑉 𝑑 = 𝑉𝑡
  • 10. From seismograms to 3D structural images Preprocessing • Static Correction • Noise and Multiple attenuation • Amplitude Correction • Regularization Model Building • RMO/Dip picking • Layer interpretation • Initial velocity flood • Model inversion • Velocity update • Migration Final Migration • Technique • Pre-Stack • Post- Stack • Domain • Time • Depth • Algorithm • Kirchhoff • RTM • CBM • W.E.
  • 12. Common Image Gather constriction tempo offset 𝑇2 = 𝑇0 2 + 𝑥2 4𝑉2 𝑇0 = 𝐿 𝑉 𝑥 𝑳
  • 13. Moveout correction tempo offset 𝑇0 𝑇 tempo offset 𝑇0 𝑇2 − 𝑥2 4𝑉2 = 𝑇0 2 What if we remove the exact amount of travel time caused by the source-receiver offset?
  • 14. Moveout correction over real seismic gathers Before moveout correction After moveout correction
  • 16. 16 Migration with the Initial velocity model INITIAL MODELMigrated session * These images are for illustration purposes only
  • 17. Take Common Image Gathers on a regular grid trough the entire session. 17 Residual Moveout (RMO) Analysis and Picking Are the gathers flat? Can we improve the initial velocity? INITIAL MODELMigrated session * These images are for illustration purposes only
  • 18. Take Common Image Gathers on a regular grid trough the entire session. 18 Velocity update INITIAL MODEL There are several methods for velocity inversion. We shall try a standard tomography. UPDATED MODELMigrated session * These images are for illustration purposes only
  • 19. 19 New Migration to confirm UPDATED MODELNew Migrated session * These images are for illustration purposes only
  • 20. 20 Conclusion: Image Before Update INITIAL MODEL Migrated session CIG gathers * These images are for illustration purposes only
  • 21. 21 Conclusion: Image After Update UPDATED MODEL * These images are for illustration purposes only Migrated session CIG gathers
  • 23. Update from WB and below 23 - Stack & CIGs QC. - Top layer interpretation. - Update velocity below layer top. Top-down velocity model building 1.Sediment flood 2.Sediment update 3.Velocity Contrast Update 4.Final Bottom Update
  • 24. Summary 24 Initial model for new layer Migration RMO pick Velocity Update for new layer Repeat for new layer Last Layer Update
  • 25. Examples of CGG model inversion technologies 25
  • 26. Integrated Imaging Solutions 26 STREAMER Conventional BroadSeisTM OCEAN BOTTOM OBC, OBN WIDE AZIMUTH WAZ , RAZ MAZ, StagSeisTM LAND Imaging algorithms Single arrival (Kirchhoff) Anisotropy (VTI, TTI, HTI, Ortho) Wave field (WEM, RTM) Model Inversion Full Wave solutions (FWI) High Definition Q Migrations Multi-layer inversion Visualisation Tornado Hybrid model Salt handling Tomography (Time & Depth) Time and Depth Amplitude & Q Multi arrival (CBM, APCBM, Beam)
  • 27. 27 Multi-layer tomography – North Sea Dutch sector 1st pass updated model – Kirchhoff migration1st pass updated model – Kirchhoff migration
  • 28. 28 Multi-layer tomography – North Sea Dutch sector Final model – Kirchhoff migrationFinal model – Kirchhoff migration
  • 29. High Definition Tomography (TOMOHD) – West Africa (2) 29 1.5 2.5 3.5 4.5 5.5 km/s 2 km 500m Initial Vint & Final PreSDMInitial Vint & Final PreSDM
  • 30. High Definition Tomography (TOMOHD) – West Africa (2) 30 2 km 500m TOMOHD Vint & Final PreSDMTOMOHD Vint & Final PreSDM 1.5 2.5 3.5 4.5 5.5 km/s
  • 31. Initial velocity model and Kirchhoff PSDM BROADSEISTM
  • 32. FWI updated model and Kirchhoff PSDM BROADSEISTM
  • 33. Thank you! Aknowledgements: Tadeu Vidal, Mathieu Reinier, Luís D’Afonseca, Raquel Mauler, Yamen Belhassen, Olivier Garde and Roger Taylor.