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‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. How do we know it happens?

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Page 1: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

‘Triggering’ = a perturbation in the loading deformation that leads to a change in the

probability of failure.

How do we know it happens?

Page 2: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

‘Triggering’ = a perturbation in the loading deformation that leads to a change in the

probability of failure.

How do we know it happens?

Measure or infer a loading perturbation, & observe a change in

seismicity rate (fault population or single fault recurrence),possibly its spatial variation too.

Page 3: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

The ‘Reference’ State

Central California Ambient Seismicity

Page 4: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

The Perturbation

Coyote Lake Mainshock & Ambient Seismicity

Page 5: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

The Perturbation & Response

Coyote Lake Mainshock & Aftershocks

Page 6: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic loads:• Seismic waves (oscillatory, transient)

Page 7: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic loads:• Seismic waves (oscillatory, transient)

• Aseismic slip (not oscillatory, may be permanent)

Page 8: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic loads:• Seismic waves (oscillatory, transient)

• Aseismic slip (not oscillatory, permanent)

• Solid earth tides and ocean loading (oscillatory, ongoing)

Page 9: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic loads:• Seismic waves (oscillatory, transient)

• Aseismic slip (not oscillatory, permanent)

• Tides (oscillatory, ongoing)

• Surface/shallow: snow and ice, reservoir filling/draining, mining, ground water, fluid injection or withdrawal (localized)

• Magma movement (temperature, pressure, and chemical changes too)

Page 10: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

What’s unique about dynamic loads?

Page 11: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

What’s unique about dynamic loads?

They’re transient!

Page 12: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

shea

r st

ress

shea

r st

ress

failure threshold

time

t

Static Load Change

Page 13: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

shea

r st

ress

shea

r st

ress

failure threshold

time

Static Load Change

t

t

Page 14: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

shea

r st

ress

failure threshold

time

Dynamic Triggering

Page 15: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

shea

r st

ress

failure threshold

time

Dynamic Triggering

t

Page 16: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

shea

r st

ress

failure threshold

time

t

What’s unique about dynamic loads?

They’re transient; the failure conditions must change!

Page 17: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

What’s unique about dynamic loads?

They’re transient; the failure conditions must change!

They’re oscillatory, but they only enhance failure probability (ASSUMPTION); no stress shadows.

Page 18: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

What’s unique about dynamic loads?

They’re transient; the failure conditions must change!

They only enhance failure probability (ASSUMPTION); no stress shadows.

Slower distance decay than static stress changes.

Page 19: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by load type)

Seismic waves (transient, oscillatory)Remote (many source dimensions)Near-field (few source dimensions)

Distance-independent Quasi-seismic responsesLaboratory

Aseismic slip (slow, permanent)

Tides (oscillatory, ongoing)

Surface/Shallow: snow and ice, reservoir filling/draining, mining, ground water, fluid injection or withdrawal (localized)

Page 20: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic wavesRemote (many source dimensions)

Seismicity rate increases following large earthquakes.

Page 21: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic wavesRemote (many source dimensions)

Seismicity rate increases following large earthquakes.

Page 22: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic wavesRemote (many source dimensions)

Seismicity rate increases following large earthquakes.

Page 23: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic wavesRemote (many source dimensions)

Seismicity rate increases following large earthquakes.Missing? rate increases.

Page 24: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Correlation of spatial rate increase with directivity.

Page 25: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Pollitz & Johnston, 2007

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Correlation of spatial rate increase with directivity. Correlation of (no) rate change with co-located seismic & aseismic events.

Page 26: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Pollitz & Johnston, 2007

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Correlation of spatial rate increase with directivity. Correlation of (no) rate change with co-located seismic & aseismic events.

Page 27: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Ma et al., 2005

Chi-Chi earthquake shadows start with 3-month rate increases.

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Correlation of spatial rate increase with directivity. Correlation of (no) rate change with co-located seismic & aseismic events. Early excess of aftershocks. Rate increases in stress shadows.

1998 1999 2000 2001 2002 1998 1999 2000 2001 2002

Page 28: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

“Observed seismicity rate decreases in the Santa Monica Bay and along parts of the San Andreas fault are correlated with the calculated stress decrease.” Stein, 1999

Page 29: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

“Observed seismicity rate decreases in the Santa Monica Bay and along parts of the San Andreas fault are correlated with the calculated stress decrease.” Stein, 1999

Time history of seismicity from Santa Monica Bay (Marsan, 2003).

Page 30: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

“The [Stein, 1999] interpretation is made difficult by the fact that the transient activity modulation by the 1989 M5 Malibu earthquake was still ongoing….the quiescence observed after 1994 can be tracked back several months before Northridge, the latter main shock actually triggering seismicity in the region at the very short (i.e. days) timescale. Marsan, 2003

Page 31: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Measured Linear Aftershock Densities

Felzer & Brodsky, 2006

Page 32: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Modeled Linear Aftershock Densities

=[N(r, D)Δr

]P(r,D)

number of aftershocks at distance r

number of potential nucleation sites per unit distance

probability of nucleation

ρ(r,D) = C10− Mmin D2r−γ constant!

Page 33: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

‘Linear density’ = number of aftershocks within a volume defined by

surface S everywhere at distance r and width r

D

trigg

erin

gfa

ult

Page 34: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Modeled Linear Aftershock Densities

ρ(r, D) = [N(r,D)Δr

]P(r,D)

N(r,D) =[ F (r)ds] rS∫

=[4π A{1+ (Dr ) + ( 12π)(Dr )2}r (d−1) ] r

Page 35: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Modeled Linear Aftershock Densities

ρ(r, D) = [N(r,D)Δr

]P(r,D)

P(r, D) ≈D2

[αD2 + r2 ]or D2

[αD+ r]2

P(%r) ≈ 1[α + %r 2 ]

or 1[α + %r]2

%r = rD

Page 36: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Modeled Linear Aftershock Densities

ρ(r, D) = [N(r,D)Δr

]P(r,D)

P(r, D) ≈D2

[αD2 + r2 ]or D2

[αD+ r]2

P(%r) ≈ 1[α + %r 2 ]

or 1[α + %r]2

%r = rD

Page 37: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Are dynamic deformations consistent with these probabilities?

Page 38: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Peak Velocities vs r, M5.5-7.0

Are dynamic deformations consistent with these probabilities?

Page 39: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view

Peak Velocities vs r, M5.5-7.0 Peak Velocities vs r/D, M5.5-7.0

perhaps!

Are dynamic deformations consistent with these probabilities?

Page 40: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses ‘Low-frequency’ events

Sumatra surface waves in Japan

High-passed Sumatra surface waves in Japan

Correlation with Rayleigh waves - Dilatation & Fluids

Miyazawa & Mori, 2006

Page 41: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses ‘Low-frequency’ events

Sumatra surface waves in Japan

High-passed Sumatra surface waves in Japan

Correlation with Rayleigh waves - Dilatation & Fluids

Denali surface waves in Japan,Correlation with Love waves - Shear Load!

Miyazawa & Mori, 2006 Rubinstein et al., 2007

Page 42: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses ‘Low-frequency’ events Creep and tilt

Response to Hector Mine waves on Imperial Fault

(260 km)

Glowacka et al., 2002

H

H

Page 43: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type)

Seismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses Laboratory

“Our results predict that a transient dynamic normal load during creep can strengthen a fault…gouge particles become compacted into a lower energy configuration.” Richardson and Marone, 1999

Granular surface quasi-static experiments.

Page 44: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Sobolev et al., 1996

Granite surface stick-slip experiments.

Dynamic Triggering ObservationsSeismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses Laboratory

delayed failure

delayed failure

Page 45: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Sobolev et al., 1996

Granite surface, shear vibration, stick-slip experiments.

Dynamic Triggering ObservationsSeismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses Laboratory

delayed failure

delayed failure

Vibration Clock-advances Failure

Page 46: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering ObservationsSeismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses Laboratory

Granular surface, acoustic vibration,stick-slip experiments.

Page 47: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering ObservationsSeismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses Laboratory

Granular surface, acoustic vibration,stick-slip experiments.

acou

stic

tran

sien

t

acou

stic

tran

sien

t

triggered ‘new’ seismic events

triggered ‘new’ seismic events

clock-delayedfailure

Page 48: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering ObservationsSeismic waves Remote (many source dimensions) Near-field (few source dimensions)

Distance-independent view Quasi-seismic responses Laboratory

Granular surface, acoustic vibration,stick-slip experiments.

acou

stic

tran

sien

t

acou

stic

tran

sien

t

triggered ‘new’ seismic events

clock-delayedfailure

memory

Page 49: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type) Seismic wavesAseismic slip Earthquakes

Hawaii Slow Slip & Earthquakes

Num

ber

of

eart

hqua

kes

& d

ispl

acem

ent

Page 50: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Dynamic Triggering Observations (by loading type) Seismic wavesAseismic slip Earthquakes Tremor

Dragert et al., 2002

Cascadia Slow Slip & TremorG

eode

tic

Dis

plac

emen

t (m

m e

ast)

Trem

o r Acti vity ( hrs in 10 days)

Page 51: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

General features:

•apparent more commonly in areas of •geothermal & Quaternary to recent volcanism,

•extensional regimes,

•high strain rates,

•seismic strains required ~strains,

•sometimes instantaneous but also delayed.

Page 52: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

ModelsCoulomb-Navier failure: no delaysFrictional:

traditional clock-advance models can’t explain long delays, require high (near lithostatic) pressures or critical conditions, changing frictional properties or stability regime.

Subcritical crack growth: same behavior as rate-state friction. Dynamic nonlinear softening.Fluid and pore pressure mechanisms:

decrease effective normal stress,local, fluid-driven deformationdisruption of clogged fractures and hydraulic fracturingbubbles

rectified diffusion (volatiles selectively pumped into bubbles during the dilatation) advective overpressure (rising of loosened bubbles within magma body )

Page 53: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

ModelsCoulomb-Navier failure: no delaysFrictional:

traditional clock-advance models can’t explain long delays, require high (near lithostatic) pressures or critical conditions, changing frictional properties or stability regime.

Subcritical crack growth: same behavior as rate-state friction. Dynamic nonlinear softening.Fluid and pore pressure mechanisms:

decrease effective normal stress,local, fluid-driven deformationdisruption of clogged fractures and hydraulic fracturingbubbles

rectified diffusion (volatiles selectively pumped into bubbles during the dilatation) advective overpressure (rising of loosened bubbles within magma body )

Page 54: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Parsons, 2005

Power-law distribution of contact areas.

Dynamically reduced contact area (i.e. critical slip distance)

Page 55: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Parsons, 2005

Power-law distribution of contact areas. Number of ‘events’ vs clock-advance for 10% reduction in critical slip distance.

Dynamically reduced contact area (i.e. critical slip distance)

Page 56: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Parsons, 2005

Power-law distribution of contact areas.Number of ‘events’ vs clock-advance for 10% reduction in critical slip distance.

Perturbed failure rate.

Dynamically reduced contact area (i.e. critical slip distance)

Page 57: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

ModelsCoulomb-Navier failure: no delaysFrictional:

traditional clock-advance models can’t explain long delays, require high (near lithostatic) pressures or critical conditions, changing frictional properties or stability regime.

Subcritical crack growth: same behavior as rate-state friction. Dynamic nonlinear softening.Fluid and pore pressure mechanisms:

decrease effective normal stress,local, fluid-driven deformationdisruption of clogged fractures and hydraulic fracturingbubbles

rectified diffusion (volatiles selectively pumped into bubbles during the dilatation) advective overpressure (rising of loosened bubbles within magma body )

Page 58: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

ModelsCoulomb-Navier failure: no delaysFrictional:

traditional clock-advance models can’t explain long delays, require high (near lithostatic) pressures or critical conditions, changing frictional properties or stability regime.

Subcritical crack growth: same behavior as rate-state friction. Dynamic nonlinear softening.Fluid and pore pressure mechanisms:

decrease effective normal stress,local, fluid-driven deformation,disruption of clogged fractures and hydraulic fracturing,bubbles

rectified diffusion (volatiles selectively pumped into bubbles during the dilatation) advective overpressure (rising of loosened bubbles within magma body).

Page 59: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Elastic moduli decrease (soften) with increasing dynamic load

amplitude

-> weakening mechanism?

Rel

ativ

e C

hang

e in

Mod

ulus

Pulse Experiments, Glass Beads

Page 60: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Elastic moduli decrease (soften) with increasing dynamic load amplitude

-> weakening mechanism?

Rel

ativ

e C

hang

e in

Mod

ulus

% Relative C

hange in Resonant

Frequency %R

elat

ive

Cha

nge

in M

odul

us

sinusoid amplitude (strain)

Pulse Experiments, Glass Beads

Sinusoid Experiments, Rocks

Page 61: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

ModelsCoulomb-Navier failure: no delaysFrictional:

traditional clock-advance models can’t explain long delays, require high (near lithostatic) pressures or critical conditions, changing frictional properties or stability regime.

Subcritical crack growth: same behavior as rate-state friction. Dynamic nonlinear softening.Fluid and pore pressure mechanisms:

decrease effective normal stress,local, fluid-driven deformation,disruption of clogged fractures and hydraulic fracturing,bubbles

rectified diffusion (volatiles pumped into bubbles during the dilatation), advective overpressure (rising of loosened bubbles within magma body),

liquefaction.

Page 62: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

-Outstanding Questions-

Is our sampling biased (e.g., best monitoring in high strain rate and/or geothermal areas)?

Page 63: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

-Outstanding Questions-

Is our sampling biased (e.g., best monitoring in high strain rate and/or geothermal areas)?

How important are local conditions; are multiple mechanisms at work?

Page 64: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

-Outstanding Questions-

Is our sampling biased (e.g., best monitoring in high strain rate and/or geothermal areas)?

How important are local conditions; are multiple mechanisms at work?

What are the important characteristics of the dynamic field (frequency/rate, duration, max. value)?

Page 65: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Strain Rate(acceleration)

Strain (velocity)

Displacement

Page 66: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Theoretical Frequency Sensitivity

DynamicallyInduced

Pore PressureChange

Velocity Strengthening,

Slip Weakening Friction

Non-Linear, Slip Weakening

Friction

Page 67: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

-Outstanding Questions-

Is our sampling biased (e.g., best monitoring in high strain rate and/or geothermal areas)?

How important are local conditions; are multiple mechanisms at work?

What are the important characteristics of the dynamic field (frequency/rate, duration, max. value)?

How does delayed failure happen?

Page 68: ‘Triggering’ = a perturbation in the loading deformation that leads to a change in the probability of failure. Overview of Evidence for Dynamic Triggering

Thanks!

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