SlideShare a Scribd company logo
1 of 19
Download to read offline
Ain Shams University
Faculty of science
Geophysics Department
SEISMIC ATTRIBUTES
By / Dalia Hassan Mohamed
4th year student B.SC essay
Submitted To
Geophysics Department
Supervision
PROF.DR.ADEELNASER HELAL
Cairo, Egypt
2015-2016
1
OUTLINES
1- Introduction
2- A time line of seismic attributes
development
3- Geometrical seismic attributes
4- Physical seismic attributes
5- Conclusions
2
INTRODUCTION
 The oxford dictionary defines an attribute as, “a quality ascribed to any
person or thing”. We have extended this definition to: “seismic
attributes are all the information obtained from seismic data, either by
direct measurements or by logical or experience based reasoning.
 In reflection seismology : aseismic attributes is a quality extracted or
derived from seismic data that can be analyzed in order to enhance
information that might be more subtle in a traditional seismic image ,
leading to a better geological or geophysical interpretation of the data.
 The principal objectives of the attributes are to provide accurate and
detailed information to the interpreter on structural, stratigraphic and
lithological parameters of the seismic prospect.
 Seismic Attributes are divided into two general classifications;
I) Physical Attributes,
II) Geometric attributes.
3
Fig A time line of seismic attributes developments and their relation to key
advance in seismic exploration technology (After Marfurt, K.J& Chopra, S, 2005)
4
Geometric seismic attributes (structural )
enhance the visibility of the geometrical characteristics
of seismic data such as dip , Azmith & continuity
Coherency Curvature Fracture orientation
Fig overview of geometrical seismic attributes (Schutle, B& Manthei, D,
2014, Talisman Energy)
5
Fig Examples of lateral variations in seismic waveforms:
(a) A flat, laterally invariant, or coherent, waveform
(b) A synclinal, but otherwise laterally invariant, or coherent, waveform,
(c) A laterally variable waveform indicative of lateral changes in impedance or thickness
(Chopra, S & Marfurt, K.J, 2007, Seismic Attributes for Prospect Identification and
Reservoir Characterization, SEG Geophysical Development Series No.11)
6
Fig Time slices, at t = 1.200 s, through (a) a seismic data volume and (b) the
corresponding coherence volume calculated using an 11-trace semblance algorithm.
Although channels (white arrows) and faults (gray arrows) can be seen on the seismic
time slice, lineaments such as that indicated by the black arrow are more ambiguous.
The coherence slice allows us to interpret our data more confidently in the time-slice
mode. The black arrow clearly indicates the edge of a channel. Previously
unrecognizable faults and channels now appear. After Marfurt et al. (1998)
7
SURFACE CURVATURE
Figure (5) an illustrated definition of 2D curvature (After Roberts, A, 2001)
8
N
8
max
VOLUME CURVATURE
Fig Curvature in three- dimensions. X and y represent the map axes, with z representing
the time or depth axis. Note the intersection of two orthogonal planes with the surface,
which describes the maximum curvature, K max and the minimum curvature, Kmin. Two
other orthogonal normal curvatures, the dip curvature, Kd and the strike curvature, Ks are
also drawn on the surface. See text for a more detailed description. (After Roberts, A,
2001)
9
Fig Comparison of (a) the original seismic profile and
(b) the corresponding structural oriented filtered with edge protection one. (After
Liu, W & He, and Y. 2012)
STRUCTURE-ORIENTED FILTERING
10
Physical seismic
attributes
Pre stack Post stack
11
Fig complex seismic trace ( first described by tanner 1979)
COMPLEX TRACE
CT (t) =T (t) +iH (t)
12
Fig Instantaneous phase (After, Taner, M, 2001)
INSTANTANEOUS PHASE (post- stack )
13
INSTANTANEOUS FREQUENCY (post- stack )
Fig Instantaneous Frequency (After, Taner, M, 2001)
14
THIN BED INDICATOR (post – stack )
Fig segment of an inline from a) input seismic data, (b) equivalent inline from filtered
thin – bed reflectivity derived from the input seismic data (After Chopra, S & Edmonds,
M. 2011)
15
INSTANTANEOUS RELATIVE ACOUSTIC
IMPEDANCE (post –stack )
Fig Show A Relative Acoustic Impedance (which can highlight higher porosity and
stratigraphic edge – like sequence boundaries). (After Cooper, R, 2011)
16
RMS VELOCITIES OF REFLECTORS (pre- stack )
Fig RMS velocities of reflector (http://ocw.tudelft.nl )
17
CONCLUSIONS
 Aseismic attribute is a quantitative measure of a seismic characteristic of
interest.
 Good seismic attributes and attribute analysis tools mimic a good
interpreter.
 Over the past decades, we have witnessed attribute developments track
breakthroughs in reflector acquisition and mapping, fault identification,
bright spot identification, frequency loss, thin bed tuning, seismic
stratigraphy.
 Complex seismic trace attributes have become important qualitative and
quantitative measures for geophysical exploration.
 Attributes have made it possible to define seismic data in a multidimensional
form and neural network technology enables us to unravel the complex
nonlinear relationships between seismic data and rock and fluid properties.
 Recently published case histories clearly show that multiple attributes
overcome the failures associated with single attribute usage.
 Combined attributes translated by neural networks are becoming principal
tools for lithology prediction and reservoir characterization.
18
hank ou!

More Related Content

What's hot

Lecture 23 april29 static correction
Lecture 23 april29 static correctionLecture 23 april29 static correction
Lecture 23 april29 static correctionAmin khalil
 
Basics of seismic interpretation
Basics of seismic interpretationBasics of seismic interpretation
Basics of seismic interpretationAmir I. Abdelaziz
 
Seismic acquisition
Seismic acquisitionSeismic acquisition
Seismic acquisitionShah Naseer
 
Introduction to seismic interpretation
Introduction to seismic interpretationIntroduction to seismic interpretation
Introduction to seismic interpretationAmir I. Abdelaziz
 
Interpretation 23.12.13
Interpretation 23.12.13Interpretation 23.12.13
Interpretation 23.12.13Shashwat Sinha
 
Multicomponent Seismic Data API
Multicomponent Seismic Data APIMulticomponent Seismic Data API
Multicomponent Seismic Data APIBablu Nonia
 
Direct hydrocarbon indicators (DHI)
Direct hydrocarbon indicators (DHI)Direct hydrocarbon indicators (DHI)
Direct hydrocarbon indicators (DHI)Hatem Radwan
 
Simple seismic processing workflow
Simple seismic processing workflowSimple seismic processing workflow
Simple seismic processing workflowAli M. Abdelsamad
 
What do you means by seismic resolution
What do you means by seismic resolutionWhat do you means by seismic resolution
What do you means by seismic resolutionHaseeb Ahmed
 
Seismic data processing
Seismic data processingSeismic data processing
Seismic data processingShah Naseer
 
WesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data ProcessingWesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data ProcessingHatem Radwan
 
2 D 3D_ seismic survey
2 D 3D_ seismic survey2 D 3D_ seismic survey
2 D 3D_ seismic surveyShah Naseer
 
seismic interpretations
seismic interpretationsseismic interpretations
seismic interpretationsBryanMagwood1
 
Reservoir Geophysics
Reservoir GeophysicsReservoir Geophysics
Reservoir GeophysicsJacob13012
 
Seismic interpretation - Fluvial Deltaic System
Seismic interpretation - Fluvial Deltaic SystemSeismic interpretation - Fluvial Deltaic System
Seismic interpretation - Fluvial Deltaic SystemAndi Anriansyah
 
Structur Alanalysis
Structur AlanalysisStructur Alanalysis
Structur AlanalysisShah Naseer
 

What's hot (20)

Lecture 23 april29 static correction
Lecture 23 april29 static correctionLecture 23 april29 static correction
Lecture 23 april29 static correction
 
Basics of seismic interpretation
Basics of seismic interpretationBasics of seismic interpretation
Basics of seismic interpretation
 
Seismic Attributes
Seismic AttributesSeismic Attributes
Seismic Attributes
 
Geophysical data analysis
Geophysical data analysis Geophysical data analysis
Geophysical data analysis
 
Seismic acquisition
Seismic acquisitionSeismic acquisition
Seismic acquisition
 
Introduction to seismic interpretation
Introduction to seismic interpretationIntroduction to seismic interpretation
Introduction to seismic interpretation
 
Interpretation 23.12.13
Interpretation 23.12.13Interpretation 23.12.13
Interpretation 23.12.13
 
Multicomponent Seismic Data API
Multicomponent Seismic Data APIMulticomponent Seismic Data API
Multicomponent Seismic Data API
 
Direct hydrocarbon indicators (DHI)
Direct hydrocarbon indicators (DHI)Direct hydrocarbon indicators (DHI)
Direct hydrocarbon indicators (DHI)
 
Simple seismic processing workflow
Simple seismic processing workflowSimple seismic processing workflow
Simple seismic processing workflow
 
What do you means by seismic resolution
What do you means by seismic resolutionWhat do you means by seismic resolution
What do you means by seismic resolution
 
Seismic data processing
Seismic data processingSeismic data processing
Seismic data processing
 
WesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data ProcessingWesternGeco presentation - Seismic Data Processing
WesternGeco presentation - Seismic Data Processing
 
Seismic data processing
Seismic data processingSeismic data processing
Seismic data processing
 
2 D 3D_ seismic survey
2 D 3D_ seismic survey2 D 3D_ seismic survey
2 D 3D_ seismic survey
 
seismic interpretations
seismic interpretationsseismic interpretations
seismic interpretations
 
Reservoir Geophysics
Reservoir GeophysicsReservoir Geophysics
Reservoir Geophysics
 
Seismic survey
Seismic surveySeismic survey
Seismic survey
 
Seismic interpretation - Fluvial Deltaic System
Seismic interpretation - Fluvial Deltaic SystemSeismic interpretation - Fluvial Deltaic System
Seismic interpretation - Fluvial Deltaic System
 
Structur Alanalysis
Structur AlanalysisStructur Alanalysis
Structur Alanalysis
 

Similar to Seismic Attributes

01 characteristics ofgroundmotions
01 characteristics ofgroundmotions01 characteristics ofgroundmotions
01 characteristics ofgroundmotionsZia Ullah
 
A Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt EtnaA Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt EtnaMartha Brown
 
A Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt EtnaA Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt EtnaAudrey Britton
 
موقعیت صفحه توران.pdf
موقعیت صفحه توران.pdfموقعیت صفحه توران.pdf
موقعیت صفحه توران.pdfmahnazsabahi
 
Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201
Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201
Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201Ajay Pundir
 
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya DistanceP-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya DistanceCSCJournals
 
The Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and FaultingThe Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and FaultingAli Osman Öncel
 
Multicomponent Seismic - A Measure_of_Full-wave_Motion
Multicomponent Seismic - A Measure_of_Full-wave_MotionMulticomponent Seismic - A Measure_of_Full-wave_Motion
Multicomponent Seismic - A Measure_of_Full-wave_MotionRobert Stewart
 
20150930 Yokohama Protostellar discs
20150930 Yokohama Protostellar discs20150930 Yokohama Protostellar discs
20150930 Yokohama Protostellar discsGareth Murphy
 
Porosity prediction from seismic using geostatistic
Porosity prediction from seismic using geostatisticPorosity prediction from seismic using geostatistic
Porosity prediction from seismic using geostatisticMelani Khairunisa
 
RESEARCHSTATEMENT_2016
RESEARCHSTATEMENT_2016RESEARCHSTATEMENT_2016
RESEARCHSTATEMENT_2016Unnikrishnan S
 
ÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİAli Osman Öncel
 
ÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİAli Osman Öncel
 
international paper30-8f
international paper30-8finternational paper30-8f
international paper30-8fmohamed Shihata
 
Periodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellitesPeriodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellitesIJERA Editor
 
Periodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellitesPeriodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellitesIJERA Editor
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptgrssieee
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptgrssieee
 

Similar to Seismic Attributes (20)

SPG_SEG_2016_Beijing_Seismic Expression of Polygonal Fault System
SPG_SEG_2016_Beijing_Seismic Expression of Polygonal Fault SystemSPG_SEG_2016_Beijing_Seismic Expression of Polygonal Fault System
SPG_SEG_2016_Beijing_Seismic Expression of Polygonal Fault System
 
01 characteristics ofgroundmotions
01 characteristics ofgroundmotions01 characteristics ofgroundmotions
01 characteristics ofgroundmotions
 
A Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt EtnaA Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt Etna
 
A Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt EtnaA Model For Internal Dynamical Processes On Mt Etna
A Model For Internal Dynamical Processes On Mt Etna
 
موقعیت صفحه توران.pdf
موقعیت صفحه توران.pdfموقعیت صفحه توران.pdf
موقعیت صفحه توران.pdf
 
Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201
Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201
Tp fb tutorial velocity_estimationviaraybasedtomo _i_jones_100201
 
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya DistanceP-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
P-Wave Onset Point Detection for Seismic Signal Using Bhattacharyya Distance
 
The Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and FaultingThe Fractal Geometry of Faults and Faulting
The Fractal Geometry of Faults and Faulting
 
Multicomponent Seismic - A Measure_of_Full-wave_Motion
Multicomponent Seismic - A Measure_of_Full-wave_MotionMulticomponent Seismic - A Measure_of_Full-wave_Motion
Multicomponent Seismic - A Measure_of_Full-wave_Motion
 
20150930 Yokohama Protostellar discs
20150930 Yokohama Protostellar discs20150930 Yokohama Protostellar discs
20150930 Yokohama Protostellar discs
 
Porosity prediction from seismic using geostatistic
Porosity prediction from seismic using geostatisticPorosity prediction from seismic using geostatistic
Porosity prediction from seismic using geostatistic
 
RESEARCHSTATEMENT_2016
RESEARCHSTATEMENT_2016RESEARCHSTATEMENT_2016
RESEARCHSTATEMENT_2016
 
ÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİ
 
ÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİÖNCEL AKADEMİ: İSTANBUL DEPREMİ
ÖNCEL AKADEMİ: İSTANBUL DEPREMİ
 
international paper30-8f
international paper30-8finternational paper30-8f
international paper30-8f
 
Periodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellitesPeriodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellites
 
Periodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellitesPeriodic material-based vibration isolation for satellites
Periodic material-based vibration isolation for satellites
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.ppt
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.ppt
 
Sutkowski_SCEC_Poster
Sutkowski_SCEC_PosterSutkowski_SCEC_Poster
Sutkowski_SCEC_Poster
 

Recently uploaded

LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxmalonesandreagweneth
 
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Temporomandibular joint Muscles of Mastication
Temporomandibular joint Muscles of MasticationTemporomandibular joint Muscles of Mastication
Temporomandibular joint Muscles of Masticationvidulajaib
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PPRINCE C P
 
Module 4: Mendelian Genetics and Punnett Square
Module 4:  Mendelian Genetics and Punnett SquareModule 4:  Mendelian Genetics and Punnett Square
Module 4: Mendelian Genetics and Punnett SquareIsiahStephanRadaza
 
Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |aasikanpl
 
Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫qfactory1
 
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |aasikanpl
 
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxTHE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxNandakishor Bhaurao Deshmukh
 
Solution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutionsSolution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutionsHajira Mahmood
 
Forest laws, Indian forest laws, why they are important
Forest laws, Indian forest laws, why they are importantForest laws, Indian forest laws, why they are important
Forest laws, Indian forest laws, why they are importantadityabhardwaj282
 
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.aasikanpl
 
Twin's paradox experiment is a meassurement of the extra dimensions.pptx
Twin's paradox experiment is a meassurement of the extra dimensions.pptxTwin's paradox experiment is a meassurement of the extra dimensions.pptx
Twin's paradox experiment is a meassurement of the extra dimensions.pptxEran Akiva Sinbar
 
‏‏VIRUS - 123455555555555555555555555555555555555555
‏‏VIRUS -  123455555555555555555555555555555555555555‏‏VIRUS -  123455555555555555555555555555555555555555
‏‏VIRUS - 123455555555555555555555555555555555555555kikilily0909
 
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...lizamodels9
 
Evidences of Evolution General Biology 2
Evidences of Evolution General Biology 2Evidences of Evolution General Biology 2
Evidences of Evolution General Biology 2John Carlo Rollon
 
Scheme-of-Work-Science-Stage-4 cambridge science.docx
Scheme-of-Work-Science-Stage-4 cambridge science.docxScheme-of-Work-Science-Stage-4 cambridge science.docx
Scheme-of-Work-Science-Stage-4 cambridge science.docxyaramohamed343013
 
Heredity: Inheritance and Variation of Traits
Heredity: Inheritance and Variation of TraitsHeredity: Inheritance and Variation of Traits
Heredity: Inheritance and Variation of TraitsCharlene Llagas
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real timeSatoshi NAKAHIRA
 

Recently uploaded (20)

LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptxLIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
LIGHT-PHENOMENA-BY-CABUALDIONALDOPANOGANCADIENTE-CONDEZA (1).pptx
 
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Munirka Delhi 💯Call Us 🔝8264348440🔝
 
Temporomandibular joint Muscles of Mastication
Temporomandibular joint Muscles of MasticationTemporomandibular joint Muscles of Mastication
Temporomandibular joint Muscles of Mastication
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C P
 
Module 4: Mendelian Genetics and Punnett Square
Module 4:  Mendelian Genetics and Punnett SquareModule 4:  Mendelian Genetics and Punnett Square
Module 4: Mendelian Genetics and Punnett Square
 
Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Lajpat Nagar (Delhi) |
 
Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫Manassas R - Parkside Middle School 🌎🏫
Manassas R - Parkside Middle School 🌎🏫
 
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
Call Us ≽ 9953322196 ≼ Call Girls In Mukherjee Nagar(Delhi) |
 
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptxTHE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
THE ROLE OF PHARMACOGNOSY IN TRADITIONAL AND MODERN SYSTEM OF MEDICINE.pptx
 
Solution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutionsSolution chemistry, Moral and Normal solutions
Solution chemistry, Moral and Normal solutions
 
Forest laws, Indian forest laws, why they are important
Forest laws, Indian forest laws, why they are importantForest laws, Indian forest laws, why they are important
Forest laws, Indian forest laws, why they are important
 
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
 
Twin's paradox experiment is a meassurement of the extra dimensions.pptx
Twin's paradox experiment is a meassurement of the extra dimensions.pptxTwin's paradox experiment is a meassurement of the extra dimensions.pptx
Twin's paradox experiment is a meassurement of the extra dimensions.pptx
 
‏‏VIRUS - 123455555555555555555555555555555555555555
‏‏VIRUS -  123455555555555555555555555555555555555555‏‏VIRUS -  123455555555555555555555555555555555555555
‏‏VIRUS - 123455555555555555555555555555555555555555
 
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
Best Call Girls In Sector 29 Gurgaon❤️8860477959 EscorTs Service In 24/7 Delh...
 
Evidences of Evolution General Biology 2
Evidences of Evolution General Biology 2Evidences of Evolution General Biology 2
Evidences of Evolution General Biology 2
 
Scheme-of-Work-Science-Stage-4 cambridge science.docx
Scheme-of-Work-Science-Stage-4 cambridge science.docxScheme-of-Work-Science-Stage-4 cambridge science.docx
Scheme-of-Work-Science-Stage-4 cambridge science.docx
 
Engler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomyEngler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomy
 
Heredity: Inheritance and Variation of Traits
Heredity: Inheritance and Variation of TraitsHeredity: Inheritance and Variation of Traits
Heredity: Inheritance and Variation of Traits
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real time
 

Seismic Attributes

  • 1. Ain Shams University Faculty of science Geophysics Department SEISMIC ATTRIBUTES By / Dalia Hassan Mohamed 4th year student B.SC essay Submitted To Geophysics Department Supervision PROF.DR.ADEELNASER HELAL Cairo, Egypt 2015-2016 1
  • 2. OUTLINES 1- Introduction 2- A time line of seismic attributes development 3- Geometrical seismic attributes 4- Physical seismic attributes 5- Conclusions 2
  • 3. INTRODUCTION  The oxford dictionary defines an attribute as, “a quality ascribed to any person or thing”. We have extended this definition to: “seismic attributes are all the information obtained from seismic data, either by direct measurements or by logical or experience based reasoning.  In reflection seismology : aseismic attributes is a quality extracted or derived from seismic data that can be analyzed in order to enhance information that might be more subtle in a traditional seismic image , leading to a better geological or geophysical interpretation of the data.  The principal objectives of the attributes are to provide accurate and detailed information to the interpreter on structural, stratigraphic and lithological parameters of the seismic prospect.  Seismic Attributes are divided into two general classifications; I) Physical Attributes, II) Geometric attributes. 3
  • 4. Fig A time line of seismic attributes developments and their relation to key advance in seismic exploration technology (After Marfurt, K.J& Chopra, S, 2005) 4
  • 5. Geometric seismic attributes (structural ) enhance the visibility of the geometrical characteristics of seismic data such as dip , Azmith & continuity Coherency Curvature Fracture orientation Fig overview of geometrical seismic attributes (Schutle, B& Manthei, D, 2014, Talisman Energy) 5
  • 6. Fig Examples of lateral variations in seismic waveforms: (a) A flat, laterally invariant, or coherent, waveform (b) A synclinal, but otherwise laterally invariant, or coherent, waveform, (c) A laterally variable waveform indicative of lateral changes in impedance or thickness (Chopra, S & Marfurt, K.J, 2007, Seismic Attributes for Prospect Identification and Reservoir Characterization, SEG Geophysical Development Series No.11) 6
  • 7. Fig Time slices, at t = 1.200 s, through (a) a seismic data volume and (b) the corresponding coherence volume calculated using an 11-trace semblance algorithm. Although channels (white arrows) and faults (gray arrows) can be seen on the seismic time slice, lineaments such as that indicated by the black arrow are more ambiguous. The coherence slice allows us to interpret our data more confidently in the time-slice mode. The black arrow clearly indicates the edge of a channel. Previously unrecognizable faults and channels now appear. After Marfurt et al. (1998) 7
  • 8. SURFACE CURVATURE Figure (5) an illustrated definition of 2D curvature (After Roberts, A, 2001) 8
  • 9. N 8 max VOLUME CURVATURE Fig Curvature in three- dimensions. X and y represent the map axes, with z representing the time or depth axis. Note the intersection of two orthogonal planes with the surface, which describes the maximum curvature, K max and the minimum curvature, Kmin. Two other orthogonal normal curvatures, the dip curvature, Kd and the strike curvature, Ks are also drawn on the surface. See text for a more detailed description. (After Roberts, A, 2001) 9
  • 10. Fig Comparison of (a) the original seismic profile and (b) the corresponding structural oriented filtered with edge protection one. (After Liu, W & He, and Y. 2012) STRUCTURE-ORIENTED FILTERING 10
  • 12. Fig complex seismic trace ( first described by tanner 1979) COMPLEX TRACE CT (t) =T (t) +iH (t) 12
  • 13. Fig Instantaneous phase (After, Taner, M, 2001) INSTANTANEOUS PHASE (post- stack ) 13
  • 14. INSTANTANEOUS FREQUENCY (post- stack ) Fig Instantaneous Frequency (After, Taner, M, 2001) 14
  • 15. THIN BED INDICATOR (post – stack ) Fig segment of an inline from a) input seismic data, (b) equivalent inline from filtered thin – bed reflectivity derived from the input seismic data (After Chopra, S & Edmonds, M. 2011) 15
  • 16. INSTANTANEOUS RELATIVE ACOUSTIC IMPEDANCE (post –stack ) Fig Show A Relative Acoustic Impedance (which can highlight higher porosity and stratigraphic edge – like sequence boundaries). (After Cooper, R, 2011) 16
  • 17. RMS VELOCITIES OF REFLECTORS (pre- stack ) Fig RMS velocities of reflector (http://ocw.tudelft.nl ) 17
  • 18. CONCLUSIONS  Aseismic attribute is a quantitative measure of a seismic characteristic of interest.  Good seismic attributes and attribute analysis tools mimic a good interpreter.  Over the past decades, we have witnessed attribute developments track breakthroughs in reflector acquisition and mapping, fault identification, bright spot identification, frequency loss, thin bed tuning, seismic stratigraphy.  Complex seismic trace attributes have become important qualitative and quantitative measures for geophysical exploration.  Attributes have made it possible to define seismic data in a multidimensional form and neural network technology enables us to unravel the complex nonlinear relationships between seismic data and rock and fluid properties.  Recently published case histories clearly show that multiple attributes overcome the failures associated with single attribute usage.  Combined attributes translated by neural networks are becoming principal tools for lithology prediction and reservoir characterization. 18