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Modern Seismology – Data processing and inversion1
Seismic instruments
Seismic Instruments• The seismometer as a forced oscillator
– The seismometer equation– Transfer function, resonance– Broadband sensors, accelerometers– Dynamic range and generator constant
• Rotation sensors• Strainmeters• Tiltmeters• Global Positioning System (GPS)• Ocean Bottom Seismometers (OBS)
Data examples, measurement principles, interconnections, accuracy, domains of application
Modern Seismology – Data processing and inversion2
Seismic instruments
Spring-mass seismometer vertical motion
Before
we
look
more
carefully
at seismic
instruments
we
ask
ourselves
what
to expect
for
a typical
spring based
seismic
inertial
sensor. This
will highlight
several fundamental issues
we
have
to deal
with
concerning
seismic
data analysis.
Before
we
look
more
carefully
at seismic
instruments
we
ask
ourselves
what
to expect
for
a typical
spring based
seismic
inertial
sensor. This
will highlight
several fundamental issues
we
have
to deal
with
concerning
seismic
data analysis.
Modern Seismology – Data processing and inversion3
Seismic instruments
Seismometer – The basic principles
u
x x0
ug
um
xm
x
x0 xr
u ground displacement
xr
displacement of seismometer massx0
mass equilibrium position
Modern Seismology – Data processing and inversion4
Seismic instruments
The motion of the seismometer mass as a function of the ground displacement is given through a differential equation resulting from the equilibrium of forces (in rest):
Fspring
+ Ffriction
+ Fgravity
= 0
for example
Fsprin
=-k x, k spring constant
Ffriction
=-D x, D friction coefficient
Fgravity
=-mu, m seismometer mass
Seismometer – The basic principles
ug
x
x0 xr
.
..
Modern Seismology – Data processing and inversion5
Seismic instruments
Seismometer – The basic principles
ug
x
x0 xr
using the notation introduced above the equation of motion for the mass is
mkh
mD
tutxtxtx grrr
===
−=++
200
20
,2
)()()(2)(
ϖϖε
ϖε &&&&&
From this we learn that:
- for slow movements the acceleration and velocity becomes negligible, the seismometer records ground acceleration
- for fast movements the acceleration of the mass dominates and the seismometer records ground displacement
Modern Seismology – Data processing and inversion6
Seismic instruments
A simple finite-difference solution of the seismometer equation
Modern Seismology – Data processing and inversion7
Seismic instruments
Seismometer – examples
ug
x
x0 xr
Modern Seismology – Data processing and inversion8
Seismic instruments
Varying damping constant
ug
x
x0 xr
Modern Seismology – Data processing and inversion9
Seismic instruments
Seismometer – CalibrationSeismometer – Calibration
ug
x
x0 xr
1. How can we determine the damping properties from the observed behaviour of the seismometer?
2. How does the seismometer amplify the ground motion? Is this amplification frequency dependent?
We need to answer these question in order to determine what we really want to know:The ground motion.
Modern Seismology – Data processing and inversion10
Seismic instruments
Seismometer – Release TestSeismometer – Release Test
ug
x
x0 xr1.
How can we determine the damping properties from the observed behaviour of the seismometer?
0)0(,)0(0)()()(
0
200
===++
rr
rrr
xxxtxtxhtx
&
&&& ϖϖ
We release the seismometer mass from a given initial position and let it swing. The behaviour depends on the relation between the frequency of the spring and the damping parameter. If the seismometers oscillates, we can determine the damping coefficient h.
Modern Seismology – Data processing and inversion11
Seismic instruments
Seismometer – Release TestSeismometer – Release Test
ug
x
x0 xr
0 1 2 3 4 5-1
-0.5
0
0.5
1F0=1Hz, h=0
Dis
plac
emen
t
0 1 2 3 4 5-1
-0.5
0
0.5
1F0=1Hz, h=0.2
0 1 2 3 4 5-1
-0.5
0
0.5
1F0=1Hz, h=0.7
Time (s)
Dis
plac
emen
t
0 1 2 3 4 5-1
-0.5
0
0.5
1F0=1Hz, h=2.5
Time (s)
Modern Seismology – Data processing and inversion12
Seismic instruments
Seismometer – Release TestSeismometer – Release Test
ug
x
x0 xrThe damping coefficients
can be determined from the amplitudes of consecutive extrema
ak
and ak+1We need the logarithmic decrement Λ
ak
ak+1
⎟⎟⎠
⎞⎜⎜⎝
⎛=Λ
+1
ln2k
k
aa
The damping constant h can then be determined through:
224 Λ+
Λ=
πh
Modern Seismology – Data processing and inversion13
Seismic instruments
Seismometer – FrequencySeismometer – Frequency
ug
x
x0 xr
The period T with which the seismometer mass oscillates depends on h and (for h<1) is always larger than the period of the spring T0
: 20
1 hTT−
=
ak
ak+1
T
Modern Seismology – Data processing and inversion14
Seismic instruments
Seismometer – Response FunctionSeismometer – Response Function
ug
x
x0 xr
tirrr eAtxtxhtx ϖϖϖϖ 0
2200 )()()( =++ &&&
2. How does the seismometer amplify the ground motion? Is this amplification frequency dependent?
To answer this question we excite our seismometer with a monofrequent
signal and record the response of
the seismometer:
the amplitude response
Ar
of the seismometer depends on the frequency of the seismometer w0
, the frequency of the excitation w and the damping constant h:
20
22
2
20
2041
1
TTh
TTA
Ar
+⎟⎟⎠
⎞⎜⎜⎝
⎛−
=
Modern Seismology – Data processing and inversion15
Seismic instruments
Amplitude Response Function - Resonance
Modern Seismology – Data processing and inversion16
Seismic instruments
Phase Response
Clearly, the amplitude and phase response of the seismometer mass leads to a severe distortion of the original input signal (i.e., ground motion).
Before analysing seismic signals this distortion has to be revered:
-> Instrument correction
Modern Seismology – Data processing and inversion17
Seismic instruments
Seismometer as a Filter Restitution -> Instrument correction
Modern Seismology – Data processing and inversion18
Seismic instruments
Electromagnetic Seismograph
Electromagnetic seismographs measure ground velocity
Modern Seismology – Data processing and inversion19
Seismic instruments
Seismic signal and noiseThe observation of seismic noise had a strong impact on the design of seismic instruments, the separation into short- period and long-period instruments and eventually to the development of broadband sensors.
Modern Seismology – Data processing and inversion20
Seismic instruments
Seismic noise
Modern Seismology – Data processing and inversion21
Seismic instruments
Seismometer Bandwidth
Today most of the sensors of permanent and temporary seismic networks are broadband instruments such as the STS1+2.
Short period instruments are used for local seismic events (e.g., the Bavarian seismic network).
Modern Seismology – Data processing and inversion22
Seismic instruments
The STS-2 Seismometer
www.kinemetrics.com
Modern Seismology – Data processing and inversion23
Seismic instruments
Accelerometer force-balance principle
Feedback circuit of a force-balance accelerometer (FBA). The motion of the mass is controlled by the sum of two forces: the inertial force due to ground acceleration, and the negative feedback force. The electronic circuit adjusts the feedback force so that the two forces very nearly cancel. (Source Stuttgart University)
Modern Seismology – Data processing and inversion24
Seismic instruments
Accelerometer
www.kinemetrics.com
Modern Seismology – Data processing and inversion25
Seismic instruments
(Relative) Dynamic rangeWhat
is
the
precision
of the
sampling
of our
physical
signal
in amplitude?
Dynamic
range: the
ratio
between
largest
measurable amplitude
Amax
to the
smallest
measurable
amplitude
Amin
.
The
unit
is
Decibel
(dB) and is
defined
as the
ratio
of two power values
(and power is
proportional to amplitude
square)
What
is
the
precision
of the
sampling
of our
physical
signal in amplitude?
Dynamic
range: the
ratio
between
largest
measurable amplitude
Amax
to the
smallest
measurable
amplitude
Amin
.
The
unit
is
Decibel
(dB) and is
defined
as the
ratio
of two power values
(and power is
proportional to amplitude
square)
In terms
of amplitudes
Dynamic
range
= 20 log10
(Amax
/Amin
) dB
Example: with
1024 units
of amplitude
(Amin
=1, Amax
=1024)
20 log10
(1024/1) dB ~
60 dB
In terms
of amplitudes
Dynamic
range
= 20 log10
(Amax
/Amin
) dB
Example: with
1024 units
of amplitude
(Amin
=1, Amax
=1024)
20 log10
(1024/1) dB ~
60 dB
Modern Seismology – Data processing and inversion26
Seismic instruments
Dynamic range of a seismometer ADC (analog-digital-converter)
A n-bit
digitzer
will have
2n-1
intervals
to describe
an analog signal.
Example:
A 24-bit digitizer
has 5V maximum
output signal
(full-scale-voltage)
The
least significant
bit
(lsb) is
then
lsb
= 5V / 2n-1 = 0.6 microV
Generator constant
STS-2: 750 Vs/m
What
does
this
imply
for
the
peak
ground velocity
at 5V?
A n-bit
digitzer
will have
2n-1
intervals
to describe
an analog signal.
Example:
A 24-bit digitizer
has 5V maximum
output signal
(full-scale-voltage)
The
least significant
bit
(lsb) is
then
lsb
= 5V / 2n-1 = 0.6 microV
Generator constant
STS-2: 750 Vs/m
What
does
this
imply
for
the
peak
ground velocity
at 5V?
Seismogram data in counts
Seismogram data in counts
Modern Seismology – Data processing and inversion27
Seismic instruments
Rotation the curl of the wavefield
⎟⎟⎟
⎠
⎞
⎜⎜⎜
⎝
⎛
∂−∂∂−∂∂−∂
=×∇=⎟⎟⎟
⎠
⎞
⎜⎜⎜
⎝
⎛
xyyx
zxxz
yzzy
z
y
x
vvvvvv
21
21 v
ωωω
vz
vy
vx
ωz
ωy
ωx
Ground velocity Seismometer
Rotation rateRotation sensor
Modern Seismology – Data processing and inversion28
Seismic instruments
The ring laser at Wettzell
ring laserData accessible
at www.rotational-seismology.org
Modern Seismology – Data processing and inversion29
Seismic instruments
How can we observe rotations? -> ring laser
Ring laser
technology developed
by
the
groups
at the
Technical
University Munich and the
University of Christchurch, NZ
Modern Seismology – Data processing and inversion30
Seismic instruments
Ring laser – the principle
PfSagnac λ
AΩ ⋅=Δ
4
A
surface
of the
ring laser
(vector)Ω
imposed
rotation rate (Earth‘s rotation +
earthquake
+...) λ
laser
wavelength
(e.g. 633 nm)
P
perimeter
(e.g. 4-16m)Δf
Sagnac
frequency
(e.g. 348,6 Hz sampled
at
1000Hz)
A
surface
of the
ring laser
(vector)Ω
imposed
rotation rate (Earth‘s rotation +
earthquake
+...)λ
laser
wavelength
(e.g. 633 nm)
P
perimeter
(e.g. 4-16m)Δf
Sagnac
frequency
(e.g. 348,6 Hz sampled
at
1000Hz)
Modern Seismology – Data processing and inversion31
Seismic instruments
The Sagnac Frequency (schematically)
Tiny
changes
in the Sagnac
frequencies
are extracted
to
obtain
the
time series
with
rotation rate Δf -> Θ
Tiny
changes
in the Sagnac
frequencies
are extracted
to
obtain
the
time series
with
rotation rateΔf -> Θ
Sagnac
frequency
sampled
with
1000HzSagnac
frequency
sampled
with
1000Hz
Rotation rate sampled
with
20Hz
Modern Seismology – Data processing and inversion32
Seismic instruments
The PFO sensor
Modern Seismology – Data processing and inversion33
Seismic instruments
PFO
Modern Seismology – Data processing and inversion34
Seismic instruments
PFO
Modern Seismology – Data processing and inversion35
Seismic instruments
PFO
Modern Seismology – Data processing and inversion36
Seismic instruments
Expected amplitudes teleseismic events
From Igel et al., 2007
Modern Seismology – Data processing and inversion37
Seismic instruments
The PFO sensor – mode hops
72.60
72.80
73.00
73.20
73.40
0 200 400 600 800 1000
Rot
atio
n R
ate
[µra
d/s]
Epoch [s]
Modern Seismology – Data processing and inversion38
Seismic instruments
4C recordings – raw dataMw = 8.3 Tokachi-oki earthquake25.09.2003 19:50:38.2 GMTLat= 42.21 Lon= 143.84
Modern Seismology – Data processing and inversion39
Seismic instruments
Mw = 8.3 Tokachi-oki 25.09.2003 transverse acceleration – rotation rate
From
Igel et al., GRL, 2005
Modern Seismology – Data processing and inversion40
Seismic instruments
Rotation from seismic arrays? ... by finite differencing ...
xyyxz vv ∂−∂≈ω
vyvx
ωz
vyvx
vyvx
vyvx
Rotational motion estimated from
seismometer recordings
seismometers
Modern Seismology – Data processing and inversion41
Seismic instruments
Synthetics
Uniformity of rotation rate across array
Real data
Modern Seismology – Data processing and inversion42
Seismic instruments
Array vs. direct measurements
Wassermann et al., 2009, BSSA
Modern Seismology – Data processing and inversion43
Seismic instruments
A look to the future seismic tomography with rotations
From Bernauer et al., Geophysics, 2009
Modern Seismology – Data processing and inversion44
Seismic instruments
Strain sensors Network in EarthScope
Modern Seismology – Data processing and inversion45
Seismic instruments
Pinon Flat Observatory, CA
Modern Seismology – Data processing and inversion46
Seismic instruments
Strain meter principle
Modern Seismology – Data processing and inversion47
Seismic instruments
Interferometer
Modern Seismology – Data processing and inversion48
Seismic instruments
Strain - Observations
Modern Seismology – Data processing and inversion49
Seismic instruments
Strain vs. translations (velocity v, acceleration a)
Modern Seismology – Data processing and inversion50
Seismic instruments
Tiltmeters
• Tiltmeters are designed to measure changes in the angle of the surface normal
• These changes are particularly important near volcanoes, or in structural engineering
• In the seismic frequency band tiltmeters are sensitive to transverse acceleration Source: USGS
Modern Seismology – Data processing and inversion51
Seismic instruments
Tilt vs. horizontal acceleration Earthquake recorded at Wettzell, Germany
Modern Seismology – Data processing and inversion52
Seismic instruments
GPS Sensor Networks
Modern Seismology – Data processing and inversion53
Seismic instruments
San Francisco GPS NetworkCo-seismic displacement measured in California during an earthquake.
(Source: UC Berkeley
Modern Seismology – Data processing and inversion54
Seismic instruments
Other sensors and curiosities
• Gravimeters• Ground water level• Electromagnetic measurements
(ionosphere)• Infrasound measurements
Modern Seismology – Data processing and inversion55
Seismic instruments
Summary• Seismometers are forced oscillators, recorded
seismograms have to be corrected for the instrument response
• Strains and rotations are usually measured with optical interferometry, the accuracy is lower than for standard seismometers
• The goal in seismology is to measure with one instrument a broad frequency and amplitude range (broadband instruments)
• Cross-axis sensitivity is an important current issue (translation – rotation – tilt)