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Waste water injection and possibly induced seismicity in central California T.H.W. Goebel 1 , F. Aminzadeh 2 , E.Hauksson 1 , J.-P. Ampuero 1 1 Earth Sciences, Caltech, 2 Petroleum Engineering, USC

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Page 1: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Waste water injection and possibly induced seismicity in central California

T.H.W. Goebel1, F. Aminzadeh2, E.Hauksson1, J.-P. Ampuero1 1 Earth Sciences, Caltech, 2 Petroleum Engineering, USC

Page 2: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Outline

1. Objectives of the ISC: An overview

2. Induced seismicity in central CA:

a) Identification criteria b) Fluid migration and the role of fault

structure

Page 3: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Induced Seismicity Consortium

ISC purpose:

• Unique combination of expertise in earthquake seismology and petroleum engineering

• Interaction between members of industry, regulatory agencies and academia

• Advance understanding of subsurface fluid injection using empirical and theoretical approaches

Page 4: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Induced Seismicity Consortium

Original source: D.Dillion

Class II injection well

Injection zone

Confining zone

Confining zone

Confining zone

Aquifer

1. larger volume 2. longer duration 3. vertically confined injection zone

Chen Q., Tiwari A., Aminzadeh F. (2014) Pacific Section American Association of Petroleum Geologists Convention,Bakersfield CA

San Joaquin Valley

Hydraulic fracturing

Source: NRC Report, (2012), Induced seismicity potential in energy technologies

Hydraulic fracturing and WD wells

Page 5: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Induced Seismicity Consortium

Magnitude-frequency statistics (b-value)

Start of

injection

Sumy, et al. 2014

Temporal b-value changes

Induced seismicity, earthquake triggering & stress transfer in OK

Differences in spatial-temporal clustering between tectonic and induced earthquakes

Page 6: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Stochastic fault representation and fluid injection

Hosseini et al., in prep.

Cumulative moment release Instead of 𝑀0

𝑚𝑎𝑥

Induced Seismicity Consortium

Maximum expected magnitude as fct. of injected volume

Diffusion in fractal fault network

Page 7: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

2. Potentially induced seismicity in central California

Page 8: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Kern county, Joaquin valley*: • 74% of oil production in CA • 81% of active wells in CA • 2010 production: 148 Mbbl oil &

1,623 Mbbl water • 80% of hydraulic fracturing wells

Study Area

*Department of Conservation: ftp://ftp.consrv.ca.gov/pub/oil/annual_reports/

Los Angeles

San Fransico

*CA Division of Oil, Gas, & Geothermal Resources, Annual Prod. & Injec. Report 2012

Page 9: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

central US

Ellsworth, 2013

A comparison between fluid injection and seismicity in central US and CA

central US, M ≥ 3

Data: ANSS earthquake catalog Accessed through Northern California Data Center

Page 10: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

central US

Ellsworth, 2013

A comparison between fluid injection and seismicity in central US and CA

central US, M ≥ 3

Injection Data: California Division of Oil, Gas, & Geothermal Resources

Page 11: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

central CA

central US

central CA, M ≥ 2

central US, M ≥ 3

Ellsworth, 2013

A comparison between fluid injection and seismicity in central US and CA

Page 12: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

2b. Identification criteria

Page 13: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Identification criteria: Quantitative expansion of Davis & Frohlich, 1993

1. Spatial, temporal correlation

2. Different from background seismicity, first events within a particular area

3. Pressure changes caused by injection are high enough to encourage seismicity ? ?

Page 14: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Spatial correlation: WD wells and M>3 events

1983, M6.4 Coalinga

2004, M6 Parkfield

Oil fields

1980-2013

Example 2 Example 3

Example 1

Example 4 Example 5

Example 6

Page 15: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Temporal correlation

Example2: Sl1

No. of Earthquakes

Inject. Rate

Page 16: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Background injection and seismic activity

Earthquake Rate

Injection Rate

Page 17: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Temporal and spatial proximity to well Rate-change compared to background

• Poisson background probability

• Probability of random coincidence of injection peak and seismic activity

• Significant rate-change

Page 18: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Rate changes: Do injections clock-advance the following seismic events?

R = t2/(t1+t2) Inter-event time ratio:

• largely insensitive to space/time window • insensitive to secondary aftershocks • even small rate changes are detectable • suitable for plate-boundary and intra-plate

regions Felzer & Brodsky, 2005 Van Der Elst & Brodsky, 2010

Page 19: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Probabilistic assessment: Example 1

Pran Ppoi

0.01 7*10-3

R-ratio

0.37 (0.42), p = 0.01

Page 20: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

2c. Migration patterns and fault structure

Page 21: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Event migration: Pore pressure diffusion

Example 2: Rk4 & Rk6

Page 22: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

b-value variations during injection

Example 3: Jn05

Page 23: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Coupling between fault structure and permeability

Fracture density

Fault structure schematic

Permeability

Faulkner et al. 2010

Page 24: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Realistic reservoir and fault structures: Faults as fluid conduits and barriers

Hosseini et al., in prep.

Page 25: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Conclusion 1. We developed a method to detect likely

induced events based on correlations between injection and seismic activity

2. Induced seismicity may show pronounced

foreshock activity over diffusive space-time scales

3. Fault structures may control diffusive processes and maximum reach of injections

Page 26: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Future work

1. Both high and low b-values observed during

injection … ? statistical and physical models needed

2. Potential for fault activation as a function of injection operations and distance

3. Probability of exceeding, e.g., M>4 as a function of tectonic setting and injection volumes

Page 27: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

- Thank you -

Page 28: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Additional Slides

Page 29: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

grad

ual

abru

pt

Triggering type/criteria: gradual (3 mo.) vs. abrupt (1 mo) increase in injection rates Threshold: 10-600 kbbl

Temporal correlation: a-priori defined injection activity

Page 30: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Rate changes: Do injections clock-advance the following seismic events?

Percentile rate change compared to background

No

rate ch

ange

decrease increase

Incre

ase b

y factor 2

Page 31: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Probabilistic assessment: Example 2, no detection

Pran Ppoi R-ratio

0.11 0.01 0.43 (0.48), p = 0.14

2955750

• long injection activity

• no significant rate change

Page 32: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Well-head pressure and injected fluid-volume

Skoumal, 2014, M.Sc. Thesis Holtkamp, et al. [in review]

Cu

mu

lati

ve In

ject

ion

[kb

bl]

Cumulative Injection [kbbl]

Seismicity

Injection-stop

Kim, 2013

Injection Pressure

Cumulative Moment

Injection Volume

injection pressure decrease

Ohio

injection pressure increase

Page 33: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Example 2: Long-term correlation

Example1: Eb1

Temporal correlation: Injection and seismicity rates

Eq. Rate

Inject. Rate

Page 34: Waste water injection and possibly induced seismicity in ...Induced Seismicity Consortium Magnitude-frequency statistics (b-value) Start of injection Sumy, et al. 2014 Temporal b-value

Probabilistic assessment

Earthquake sequence

Pran Ppoi R-ratio

1: LH1 0.03 7*10-3 0.37 (0.42), p = 0.01

2: KR4 1*10-3 2*10-5 0.40 (0.45), p = 0.10

3: KR6 1*10-3 2*10-5 0.43 (0.48), p = 0.12

4: JT1 0.02 0.04 0.37 (0.45), p = 0.02