ep41c-0942: real-time observations of rock cracking and ... … · total ae energy all days...
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total AE energy
all days
normalized AE energy
NC
NM
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Eppes
EP41C-0942: Real-time Observations of Rock Cracking and Weather Provide Insights into Thermal Stress-Related Processes of Mechanical Weathering.
Eppes, M.C., Magi, B., (Geography & Earth Sciences) Keanini, R., (Mechanical Engineering and Engineering Sci.) EAR-0844335, 844401, 0705277
Mot
ivat
ing
Fiel
d O
bser
vatio
ns
Southwestern USMcFadden et al., 2005
Owens Valley, CAD’Arcy et al., 2014
Gobi DesertEppes et al., 2010
Mars , Spirit TraverseEppes et al., 2015
Central EgyptAdelsberger et al., 2009
North Carolinadebris flow
3500 cal yr bp
Pennsylvaniaperiglacial
boulder field
0°
90°
180°
270°
10%8%6%4%2%
0°
90°
180°
270°
8%6%4%
2%
Mot
ivat
ing
Inst
rum
enta
tion
Obs
erva
tions
New
Num
eric
al M
odel
ing
Of
Sola
r-In
duce
d Cr
ack
Grow
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S-Top S-NE-Top S-NS-E S-S S-WS-SW-Bottom S-Bottom EventsT-Ambient T-Max T-MIN
Hour of Day0 09 06 03 12 15 18 21 24
A.
max
imum
prin
cipa
l stra
in (u
s)Ev
entR
ate
(Eve
nts/
Min
)
Tem
pera
ture
(ºC)
sunrise sunset
1
New
Ana
lysis
of A
E-m
easu
red
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……
……
.c
rack
ing
Data
led to
which led to
Conc
lusio
ns a
nd Im
plic
atio
ns
and and
Cracks in mid-latitude desert rocks exhibit preferred orientations,
as do cracks in rocks on Mars and in humid-temperate boulder fields,
Eastern USA, Aldred et al., 2015
leading to the inference that insolation plays a key role in rock breakdown under a broad range of temperature and humidity conditions.
Research QuestionWhat is the role of those conditions in driving or limiting mechanical weathering?
All data presented in this panel are crack strike orientations that were measured on randomly chosen non-bedrock boulders. Raoand/or Raleigh P-Values for all plots are <0.05, indicating non-random orientations.
at both sites, the vast majority of observed cracking occurred during thermal events, and recorded strain shows evidence of thermal fatigue,
AE
temp
moisture
meteorology
strain
We directly monitored rock cracking using acoustic emission (AE) sensors, and rock-environmental conditions in
two granite boulders (NC – 1 year; NM – 3years),
and found thatNC
NCNM
NM
We developed a model for temp- & moisture-dependent subcritical crack growth to inform our interpretation of measured cracking and field data.
Left: example days in which the highest numbers of AE occurred in the NC rock. Virtually all event clusters for NM & NC occur during relatively rapid and complex rock surface temperature changes that coincide with peak solar-induced thermal stresses at sunset or mid-day. Above: A typical day in which cracking occurred, where rock surface strain tracks with rock surface temperature, and cracking occurs during relatively rapid temperature and strain changes, in this case brought on by a sudden storm.
and
but cracking rates do not correlate with temperature, temperature gradient, or rate of temperature change.
Data from Eppes et al., in review
Eppes and Keanini, in preparation
Led to
Left: All three panels depict temperature conditions during individual minutes when AE were recorded in NC (n = 1201) versus the AE rate, a measure that is proportional to rock fracture. We observe no trends in these temperature metrics and rock cracking throughout the entire period of record for the NC rock. (Gradient = Max rock surface temp. – min. rock surface temp)
A Ca
se S
tudy
of R
ock
Fall
Crac
king
Rat
e (A
E/m
in)
Crac
king
Rat
e (A
E/m
in)
Crac
king
Rat
e (A
E/m
in)
Avg. Rock Temp (C) Max Rock Temp Gradient (C) Avg. Rock ΙΔT/minΙ (C)
1-14-112
Inso
latio
n (k
W/m
2 )Tm
ax-T
min
Nor
mal
ized
Even
ts/m
in
1000
100
10
1
1
0.5
0
Insolation
Tmax-Tmin
Events/min
00:00 12:00 23:59
Key
Date#AE
Model Parameters1) Solar-Induced Temperature Field
--conductive heat transfer of a sinusoidal heating function (from Holzhousen, 1989) 1) Solar-induced thermal stress field (from Holzhousen, 1989)
-- intergranular interactions only-- f(diurnal temp. range) --f(differences in Coefficient of thermal expansion of adjacent minerals.
3) Crack growth modeled as a novel combination of Paris’s Law (fatigue) & Charles’ Law
𝑎𝑎 𝑁𝑁 = 𝑎𝑎𝑜𝑜𝛽𝛽 + 𝛽𝛽𝐶𝐶1𝑁𝑁
1/𝛽𝛽
• 𝑎𝑎 𝑁𝑁 =crack length at diurnal cycle, 𝑁𝑁• 𝑎𝑎0 = 𝑎𝑎 0 = initial crack length• 𝛽𝛽 =1-m/2• 𝐶𝐶1 = 𝐶𝐶∆𝜎𝜎𝑚𝑚𝑚𝑚𝑚𝑚𝜋𝜋𝑚𝑚/2 , where 𝐶𝐶 & m are material- and environment-dependent Paris law
coefficients available in the literature, and ∆𝜎𝜎𝑚𝑚𝑚𝑚𝑚𝑚=∆𝜎𝜎𝑚𝑚𝑚𝑚𝑚𝑚(𝑧𝑧) is the depth-dependent maximum thermal stress
Model results show that simple, insolation-induced crack growth rates are strongly dependent on 1) temperature range and 2) moisture
Model validation
1
100
10000
1000000
100000000
0 50 100Relative Humidity (%)
Tim
e (y
ears
) 19.5C
21C
20C20.5C
21.5C
Preliminary model results show the strong dependence that both diurnal temperature range and relative humidity have on rock lifetimes (calculated as spalling of a 1 m boulder).Different lines represent different average annual diurnal temperature ranges.
Modeled rock lifetimes
Diurnal temperature range by itself is not a strong predictor of AE-measured cracking rate s(left), but cracking disproportionately occurs under relatively high ΔT and humidity conditions (bottom left).
Cracking also disproportionately occurs on days with climatologically extreme temperatures (right).
Diurnal Rock Surface ΔT (C)
Two NC outliers
mea
n 24
hr A
E en
ergy NC
NM Stock et al., 2013Using Stock et al.’s (2013) detailed ~100 year record of rock falls from Yosemite National Park, we examined the percentage of all falls occurring on days with anonymously high or low temperatures compared to climate data from Yosemite Valley. About 10% more rock falls than expected occur on these days overall.
>1
>1
<1
<1
%
%-1<ta<1
cracking with respect to daily relative humidity
cracking with respect to diurnal temp. range
cracking with respect to temp. anomalies
NC NMWe examined the fraction of the entire period of record characterized by various humidity conditions (A), compared to the fraction of AE energy measured under those conditions (B). Generally, cracking rates are higher than expected at high humidity (circled data).
A.
B.
Total AE Energy
We compared average daily temperatures for days in which AE occurred, to the average daily temperatures for those dates derived from 1951-1980 climate data from nearby weather stations in order to calculate the temperature anomaly of any given “cracking day” with respect to climate data. We then normalized the data to account for any over-or under-sampling of extreme temperature days in the year of observation.
As such, any absolute temperature anomaly values greater than one represent climatically extreme temperatures (> 1σ) for days when cracking occurred.
Model results show that insolation-induced crack growth rates astrdependent on 1) temperature range and 2) moisture
Model results show that crack growth rates in rock, regardless of loading mechanism, are strongly dependent on moisture.
Crack growth rates under solar-induced intergranular stresses are strongly dependent on the variance in rock surface
temperature from far field temperature (ΔT)(approximated in the model by the diurnal temperature
range).
Days with extreme temperatures represent the days when there is the highest likelihood of reaching maximums in ΔT ,
thus approaching critical stresses necessary to rapidly propagate cracks.
Therefore when other stress-inducing triggers occur (freezing conditions, weather-induced thermal stress), the rock is
“primed” for failure.
Thus, when considering drivers or limits to all stress-loading mechanisms, both moisture and insolation-related stresses
should be considered.
Model results show that insolation-induced crack growth rates are strongly dependent on 1) temperature range and 2)
moisture
Rock fall data from a complex field site where other stress loading is undoubtedly at play (e.g. topography, higher occurrence of freezing
temperatures) are consistent with our AE observations:
More than expected rock falls occur under extreme temperatures.
Occurrences (%) of indicated temp anomaly
>1
<1-1<t
a<1
all days
rock fall days
16%
24%21%
19%
We examined the fraction of the entire period of record characterized by various temperature conditions (A), compared to the fraction of rock falls observed under those conditions (B). Generally, rock fall rates are higher than expected at high temperatures (C).
A. B. C.