WEBVTT
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6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/562-0
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Alright, thanks.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/572-0
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Can I make one more quick
announcement?
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Yes, please. So next Tuesday from
1-3 p.m. here and online
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/617-0
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we will have the summer
summer student final
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/617-1
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presentation, so everyone's
encouraged to come and see
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/617-2
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it's really fun to see
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the breadth of projects. OK, so
thanks.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/641-0
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I'm really happy to have
Amy here online today.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/651-0
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And Amy got her PhD at Georgia
Tech.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/671-0
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And then did a postdoc at
University of Oregon working on
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tsunami.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/682-0
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The relationship between tsunami
propagation and updation.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/684-0
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Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/716-0
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And thinking about early tsunami
early warning and she worked
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with a joint NASA and NOAA
Sanami early morning project to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/716-2
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bring that to the Cascadia.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/728-0
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And she didn't spend a year as a
duty scientist in Palmer, AK.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/747-0
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Hopefully I'm getting this right
at the national Inami Warning
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Center, which sounds a super
cool.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/755-0
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So you get a chance.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/762-0
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That's fair about that.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/802-0
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And for the past few years,
she's been at Berkeley as a
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postdoc and and still working on
tsunami early warning, but also
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/802-2
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moving more towards terrestrial
early warning and working with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/802-3
00:01:09.628 --> 00:01:10.997
the Berkeley through there.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/816-0
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And she's dabbling slightly in
some sort of ground motion.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/845-0
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Any stuff which has been fun to
to talk about a little bit, but
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I think today she's really gonna
be focused on the the tsunami.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/866-0
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Propagation and early warning
issue so thanks so much and take
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/866-1
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it away in a moment.
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Maybe say.
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Great.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/877-0
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Thanks me share here.
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It's.
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And everyone can hear me. OK?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/894-0
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Yes, great.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/893-0
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Yes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/913-0
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Some play this from the start
and alright, great and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/913-1
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obligatory everyone can see the
screen right?
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Right.
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Awesome.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/930-0
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Alright, thank you guys all for
having me.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-0
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I'll be at virtually and so
today I really wanted to talk
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about kind of to sort of similar
directions that I have done,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-2
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research in both earthquake
early warning and dynami early
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warning and kind of look at sort
of improvements on in both
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-4
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directions and then a little bit
about kind of my long term goal
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of wanting to kind of see them
being a bit more combined.
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Umm.
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And so, you know, both are very
important for the West Coast.
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Not only is it a seismically
active area, it's an area where
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we have also a high tsunami risk
as well as a lot of population
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centers.
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And so of course, we have
earthquake early warning along
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California, Oregon and
Washington.
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And so that gives us, umm, a bit
of a ability to have kind of
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alert to earthquakes.
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And we also have cenami warning
systems that kind of service the
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West Coast using sort of
different data sets, but could
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potentially be able to provide
expedited warnings by kind of
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expanding that to include in
some data that's also used in
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early warning as well as some
real time modeling efforts.
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And so this talk today, what I
kind of wanna do is take some of
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the work that I'm currently
doing at Berkeley, which is
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trying to fine tune some of our
earthquake.
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I really warning algorithms to
try to provide better alerts,
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particularly for those sort of
smaller to moderate magnitude
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earthquakes, and then kind of
zoom out and look at sort of the
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larger end of the earthquake
spectrum.
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So larger earthquakes,
particularly ones that generate
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2 nomis and seeing how we can
kind of use some of that real
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00:03:45.606 --> 00:03:49.594
time data to expedite warnings
and kind of move more into that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1277-3
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tsunami early warning realm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1293-0
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Alright, so start of you know
the obligatory early earthquake
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early warning.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1301-0
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Slide of what is early warning.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1344-0
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I think many of us are very
familiar with this, but it is a
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00:04:05.356 --> 00:04:08.844
systems that can detect,
characterize and then ultimately
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00:04:08.844 --> 00:04:12.694
send out alerts that would warn
people about shaking related to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1344-3
00:04:12.694 --> 00:04:13.957
damaging earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1359-0
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And these are usually achieved
through a suite of different
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early morning algorithms.
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Oftentimes, successful system
would be able to provide at
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least a few seconds of warning
that will allow us to do very
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1400-2
00:04:25.918 --> 00:04:28.777
simple actions such as to drop,
cover and hold on.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1406-0
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Uh, warning.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1419-0
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Small thing to be able to sort
of minimize our risk prior to
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shaking.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1422-0
00:04:36.417 --> 00:04:36.737
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1441-0
00:04:36.757 --> 00:04:42.475
And so, you know, we've it's a
fairly straightforward system on
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1441-1
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the surface.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-0
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So basically, when we have an
earthquake and body weight
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-1
00:04:47.108 --> 00:04:50.917
propagate out from that source,
they would be detected by any
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00:04:50.917 --> 00:04:54.848
nearby stations that would see
that P wave go by and then using
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both that trigger time as well
as whatever information we can
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00:04:58.657 --> 00:05:02.281
get within just the first few
seconds of that wave passing
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-5
00:05:02.281 --> 00:05:05.598
through, we can use that to kind
of create an initial
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-6
00:05:05.598 --> 00:05:09.161
characterization of the location
and the magnitude of the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-7
00:05:09.161 --> 00:05:09.837
earthquake.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1541-0
00:05:11.367 --> 00:05:13.517
I'm kind of using that initial
source.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1586-0
00:05:13.527 --> 00:05:17.283
We can then sort of estimate out
the shaking intensity UM using
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1586-1
00:05:17.283 --> 00:05:20.628
ground motion prediction
equations and then kind of take
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1586-2
00:05:20.628 --> 00:05:24.091
those areas where we see a
certain amount of intensity and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1586-3
00:05:24.091 --> 00:05:27.554
hopefully provide an alert out
for those communities again
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1586-4
00:05:27.554 --> 00:05:28.317
ideally with.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1605-0
00:05:29.947 --> 00:05:32.453
A couple of seconds time to be
able to take some of those
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1605-1
00:05:32.453 --> 00:05:33.317
protective measures.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1625-0
00:05:36.057 --> 00:05:40.037
And so a lot of this sort of
requires having sort of that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1625-1
00:05:40.037 --> 00:05:41.067
denser network.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1656-0
00:05:41.077 --> 00:05:45.659
So the more stations that we can
have close to a source, the more
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1656-1
00:05:45.659 --> 00:05:49.825
data that we have very early on
to be able to create better
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1656-2
00:05:49.825 --> 00:05:50.867
initial alerts.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1671-0
00:05:51.357 --> 00:05:54.007
So having a dense seismic
network is really key.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1693-0
00:05:54.557 --> 00:05:58.632
And over the past many years,
that network that is used within
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1693-1
00:05:58.632 --> 00:06:01.867
shake alert has been getting
more and more dense.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1735-0
00:06:02.237 --> 00:06:06.877
So I have what is I think pretty
updated figure of where stations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1735-1
00:06:06.877 --> 00:06:11.517
are within shake where where red
triangles are on our seismic end
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1735-2
00:06:11.517 --> 00:06:16.017
and then as of fairly recently
the inclusion of more GNSS data.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1770-0
00:06:16.027 --> 00:06:19.728
So those are sort of a blue plus
marks here showing that we've
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1770-1
00:06:19.728 --> 00:06:22.959
really been densifying that
network even in areas that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1770-2
00:06:22.959 --> 00:06:25.897
previously didn't have a lot of
station coverage.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1805-0
00:06:26.657 --> 00:06:29.735
And so, of course, having those
seismic stations nearby can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1805-1
00:06:29.735 --> 00:06:32.813
really decrease the amount of
time to an alert and increase
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1805-2
00:06:32.813 --> 00:06:34.557
our data going into those
alerts.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1859-0
00:06:34.787 --> 00:06:38.682
And then that GNSS data can help
us to further refine estimates,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1859-1
00:06:38.682 --> 00:06:42.277
particularly when we get to the
larger magnitude end of our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1859-2
00:06:42.277 --> 00:06:46.232
earthquakes where having some of
that deformation data could help
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1859-3
00:06:46.232 --> 00:06:49.887
us to refine or magnitudes after
that initial seismic alert.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1877-0
00:06:50.857 --> 00:06:55.548
I mean this data is also can be
useful for non earthquake early
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1877-1
00:06:55.548 --> 00:06:57.087
warning applications.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1915-0
00:06:57.417 --> 00:07:00.986
So being able to use this to
look more at Brown motions,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1915-1
00:07:00.986 --> 00:07:04.869
transient deformations with our
geodetic data, looking at our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1915-2
00:07:04.869 --> 00:07:08.627
overall hazard sort of outside
of that really warning lens.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1931-0
00:07:08.677 --> 00:07:12.677
And so it's really been kind of
great to have this sort of large
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1931-1
00:07:12.677 --> 00:07:13.847
data set available.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1950-0
00:07:17.377 --> 00:07:21.030
And so within sort of the the US
Shake Alert earthquake early
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1950-1
00:07:21.030 --> 00:07:21.737
warning hat.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1970-0
00:07:21.747 --> 00:07:26.009
We have a couple of different
algorithms, so we have epic and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1970-1
00:07:26.009 --> 00:07:28.347
this is the one that I work
with.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2000-0
00:07:29.127 --> 00:07:33.829
This is a sort of network based
point source algorithm and so it
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2000-1
00:07:33.829 --> 00:07:37.809
covers a lot of our smaller to
moderate side magnitude
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2000-2
00:07:37.809 --> 00:07:38.677
earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2034-0
00:07:39.467 --> 00:07:42.604
Then when you get into sort of
the larger earthquakes, you also
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2034-1
00:07:42.604 --> 00:07:45.643
have Finder, which we've moved
now away from the point source
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2034-2
00:07:45.643 --> 00:07:47.947
into a sort of about finite
lengths algorithm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2058-0
00:07:47.957 --> 00:07:52.300
So yeah, that handles kind of
into the moderate to large and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2058-1
00:07:52.300 --> 00:07:55.717
then as a recently the inclusion
of G fast PGD.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2095-0
00:07:55.787 --> 00:07:59.177
So this is a peak brown
displacement magnitude algorithm
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2095-1
00:07:59.177 --> 00:08:02.806
using some of that GNSS data,
and so this again can can fill
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2095-2
00:08:02.806 --> 00:08:06.137
in once we get to our very large
magnitude earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2115-0
00:08:06.627 --> 00:08:08.947
So I'm gonna talk mostly on the
earlier part.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2142-0
00:08:08.957 --> 00:08:12.521
That's talk about some methods
improve on epic and then on the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2142-1
00:08:12.521 --> 00:08:15.859
tsunami side, some of the work
I've done using a different
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2142-2
00:08:15.859 --> 00:08:19.027
feature within G fast with their
finite fault modeling.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2164-0
00:08:21.477 --> 00:08:26.200
Alright, so we're gonna do a
really a very simplified view of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2164-1
00:08:26.200 --> 00:08:27.647
just how epic runs.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2224-0
00:08:27.937 --> 00:08:31.822
So we're gonna take a lot of
simplifications here, but
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2224-1
00:08:31.822 --> 00:08:36.060
basically how this kind of works
is that you have waveforms
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2224-2
00:08:36.060 --> 00:08:40.298
coming in from the seismic
stations after an earthquake has
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2224-3
00:08:40.298 --> 00:08:44.607
occurred and you get an initial
trigger using STL algorithm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2251-0
00:08:45.147 --> 00:08:48.134
And then within Epic, there is
an associate algorithm that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2251-1
00:08:48.134 --> 00:08:51.019
takes all bunch of these
different triggers and tries to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2251-2
00:08:51.019 --> 00:08:52.437
group them into earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2275-0
00:08:53.047 --> 00:08:55.889
So triggers are really coming in
all the time, even without
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2275-1
00:08:55.889 --> 00:08:57.737
necessarily there being an
earthquake.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2314-0
00:08:57.807 --> 00:09:01.413
But once there is and you can
start to kind of lump these
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2314-1
00:09:01.413 --> 00:09:05.267
triggers in, in space and time,
then once you get to three to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2314-2
00:09:05.267 --> 00:09:08.873
four of those, then you can
start to try to search for an
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2314-3
00:09:08.873 --> 00:09:10.117
earthquake location.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-0
00:09:10.707 --> 00:09:14.443
So this is using just a grid
search right now, and then once
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-1
00:09:14.443 --> 00:09:18.180
we have an idea of where that
earthquake is located, then we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-2
00:09:18.180 --> 00:09:22.039
can compute a magnitude and so
this is using scaling relations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-3
00:09:22.039 --> 00:09:25.837
that take in and that station,
epicenter distance and so that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-4
00:09:25.837 --> 00:09:29.635
distance is using that location
we just solved for as well as
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-5
00:09:29.635 --> 00:09:33.372
peak deformation that we see
within the 1st 4 seconds at any
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2400-6
00:09:33.372 --> 00:09:35.087
of those triggered stations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2466-0
00:09:35.697 --> 00:09:38.987
I mean then as more data gets
included in as the body waves
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2466-1
00:09:38.987 --> 00:09:42.441
move further and further from
the source and more stations are
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2466-2
00:09:42.441 --> 00:09:45.677
triggered and associated, we
continuously recalculate that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2466-3
00:09:45.677 --> 00:09:49.186
location and magnitude and what
kind of happens is you start to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2466-4
00:09:49.186 --> 00:09:52.750
get this sort of time series of
earthquake characterizations has
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2466-5
00:09:52.750 --> 00:09:53.957
more data is included.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2541-0
00:09:55.417 --> 00:09:59.139
As is it happening, all of this
gets pulled in with any other
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2541-1
00:09:59.139 --> 00:10:02.380
algorithms that might be
contributing information, so
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2541-2
00:10:02.380 --> 00:10:06.342
it'd be it from Finder or from G
fast, and these all get combined
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2541-3
00:10:06.342 --> 00:10:10.124
together into one alert that if
it meets certain magnitude and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2541-4
00:10:10.124 --> 00:10:13.786
intensity thresholds as well as
couple different checks then
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2541-5
00:10:13.786 --> 00:10:15.527
that goes out as as an alert.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2592-0
00:10:16.177 --> 00:10:19.201
So again, it's pretty good
simplified flow, but just to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2592-1
00:10:19.201 --> 00:10:22.604
kind of understand like on epic
side, sort of the order of how
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2592-2
00:10:22.604 --> 00:10:25.736
it's solving for its event,
where associates then finds a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2592-3
00:10:25.736 --> 00:10:28.167
location and then moves on to
the magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2635-0
00:10:31.157 --> 00:10:35.532
And then when we want to get
that message actually out there
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2635-1
00:10:35.532 --> 00:10:39.979
so it doesn't shake, alert and
and epic don't send alerts for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2635-2
00:10:39.979 --> 00:10:44.498
every single earthquake, it has
to meet a certain magnitude in
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2635-3
00:10:44.498 --> 00:10:46.507
shaking intensity threshold.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2662-0
00:10:46.517 --> 00:10:51.272
And so this falls back onto an
intensity scale where one is not
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2662-1
00:10:51.272 --> 00:10:54.987
felt all the way down to 10
being extreme damage.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2677-0
00:10:55.587 --> 00:11:00.337
And right now how this works is
there in order to send an alert.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2694-0
00:11:00.867 --> 00:11:04.597
I'm sorry, we are still kind of
pushed to to phone application.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2732-0
00:11:04.607 --> 00:11:08.663
It's you must have at least a
magnitude 5 earthquake and then
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2732-1
00:11:08.663 --> 00:11:12.916
that alert ideally would be sent
to the area that feels at least
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2732-2
00:11:12.916 --> 00:11:14.617
an MI4 or greater shaking.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-0
00:11:15.727 --> 00:11:19.694
There are also additional third
party apps such as Android
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-1
00:11:19.694 --> 00:11:24.065
earthquake alerts and my Shake,
and I think a couple others that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-2
00:11:24.065 --> 00:11:28.166
takes some of that shake alert
information and then they can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-3
00:11:28.166 --> 00:11:32.134
use a slightly lower magnitude
threshold for people to who
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-4
00:11:32.134 --> 00:11:36.235
subscribe to those systems and
so some of those go down to a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-5
00:11:36.235 --> 00:11:40.539
magnitude 4.5 and then they send
out for intensity 3 or greater
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2808-6
00:11:40.539 --> 00:11:41.077
shaking.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-0
00:11:41.087 --> 00:11:44.568
So it's a slightly larger
footprint for people who get
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-1
00:11:44.568 --> 00:11:48.366
those alerts and then it's
important to note that for a lot
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-2
00:11:48.366 --> 00:11:52.354
of earthquakes, you can still
feel sort of weak, but maybe not
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-3
00:11:52.354 --> 00:11:56.215
damaging, shaking from either a
small earthquake that you're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-4
00:11:56.215 --> 00:11:59.950
really close to or a larger
earthquake where you're out of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-5
00:11:59.950 --> 00:12:03.684
those kind of MI zones and that
those don't always warrant
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2883-6
00:12:03.684 --> 00:12:04.887
issuing and alerts.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2907-0
00:12:05.177 --> 00:12:08.993
So it's this kind of play
between magnitude and intensity
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2907-1
00:12:08.993 --> 00:12:12.677
as well as your location for how
that gets alerted out.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2925-0
00:12:16.877 --> 00:12:21.767
So I guess I said I work
primarily with Epic and Epic.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2939-0
00:12:21.777 --> 00:12:26.107
Has this really large data set
now of detected earthquakes?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2951-0
00:12:26.417 --> 00:12:29.551
Again, so these are not all
earthquakes that eventually get
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2951-1
00:12:29.551 --> 00:12:29.917
alerts.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2977-0
00:12:29.927 --> 00:12:33.737
The majority of these are are
really small magnitudes, but I
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/2977-1
00:12:33.737 --> 00:12:36.797
pulled sort of from our DM
review to a recently.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3000-0
00:12:36.807 --> 00:12:41.381
We had like over 17,000
earthquakes that have a match
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3000-1
00:12:41.381 --> 00:12:45.277
between Epic and the Comcast
since fall 2018.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3002-0
00:12:45.917 --> 00:12:46.107
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3013-0
00:12:46.117 --> 00:12:48.127
And the majority of these are
very small.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-0
00:12:48.687 --> 00:12:52.433
And so they're not being issued
out as alerts, but the the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-1
00:12:52.433 --> 00:12:56.496
really the benefit of looking at
all of these events, including
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-2
00:12:56.496 --> 00:13:00.369
even the small ones is now we
have this really rich data set
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-3
00:13:00.369 --> 00:13:04.242
of triggers and attempts at
locations and magnitudes and all
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-4
00:13:04.242 --> 00:13:08.242
of this information that we can
then look at to see if there's
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-5
00:13:08.242 --> 00:13:11.987
ways that we can improve the
algorithm, lessen alert times
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3104-6
00:13:11.987 --> 00:13:15.797
and improve different features
that go out to those alerts.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3118-0
00:13:17.407 --> 00:13:20.901
I'm into the kind of the two
main ones that feel come from
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3118-1
00:13:20.901 --> 00:13:21.197
epic.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3125-0
00:13:21.207 --> 00:13:23.877
Are that location and then that
magnitude?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3169-0
00:13:24.357 --> 00:13:28.024
And so if I grab all of those
events of all the different
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3169-1
00:13:28.024 --> 00:13:31.819
magnitude ranges and we just
kind of look at how we do with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3169-2
00:13:31.819 --> 00:13:35.423
our location through those
events, we do really well for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3169-3
00:13:35.423 --> 00:13:37.257
the majority of those events.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3219-0
00:13:37.627 --> 00:13:40.980
But there are some spots where
we get some elevator location
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3219-1
00:13:40.980 --> 00:13:44.389
errors, so errors into the 10s
to even hundreds of kilometers
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3219-2
00:13:44.389 --> 00:13:47.853
that we want to look at and see
if there's any way that we can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3219-3
00:13:47.853 --> 00:13:49.777
sort of lower that location
error.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3231-0
00:13:51.207 --> 00:13:53.387
And then on the other side is
our magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3247-0
00:13:53.397 --> 00:13:58.607
So this also, umm, helps it
determine that extent of our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3247-1
00:13:58.607 --> 00:13:59.887
alerting area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3265-0
00:13:59.897 --> 00:14:03.070
And so we want a magnitude
error, ideally as close to to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3265-1
00:14:03.070 --> 00:14:04.017
zero as possible.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3291-0
00:14:04.027 --> 00:14:07.644
But when we look at these, we
can see that we're have a bit of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3291-1
00:14:07.644 --> 00:14:10.917
an overestimate over the large
body of offer magnitudes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3311-0
00:14:10.927 --> 00:14:15.163
So how can we really improve
these and can we get these kind
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3311-1
00:14:15.163 --> 00:14:17.247
of closer to essentially to 0?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3331-0
00:14:20.667 --> 00:14:24.137
So kind of the first bit of this
is is looking at locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3358-0
00:14:24.217 --> 00:14:29.799
And So what I did here was I
pulled all of the epic matched
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3358-1
00:14:29.799 --> 00:14:33.427
events that here between 3.5 and
over.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3377-0
00:14:33.437 --> 00:14:37.698
And I did this for four year
span from 2018 to at some point
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3377-1
00:14:37.698 --> 00:14:38.257
in 2022.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3416-0
00:14:39.167 --> 00:14:42.812
So I removed those really small
magnitude events from this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3416-1
00:14:42.812 --> 00:14:46.642
particular data set, and I also
removed events there that had
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3416-2
00:14:46.642 --> 00:14:49.917
very obvious poor triggers that
got included in and.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3447-0
00:14:49.927 --> 00:14:53.656
The idea here was to look at
cases where all of the data
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3447-1
00:14:53.656 --> 00:14:57.910
that's going into Epic is really
good, but for some reason we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3447-2
00:14:57.910 --> 00:15:00.527
still getting really bad
locations out.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3467-0
00:15:00.867 --> 00:15:04.125
I'm trying to see if we can
identify any causes and find any
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3467-1
00:15:04.125 --> 00:15:05.727
fixes to sort of improve this.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-0
00:15:07.427 --> 00:15:11.284
And So what this is kind of
what's shown over on on the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-1
00:15:11.284 --> 00:15:15.416
right and so this is just those
events and I've done a very
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-2
00:15:15.416 --> 00:15:19.273
coarse coloring, green being
generally a good location,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-3
00:15:19.273 --> 00:15:23.199
yellows being not that great
into oranges and Reds being
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-4
00:15:23.199 --> 00:15:27.400
being bad locations and what
kind of stands out is this area
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-5
00:15:27.400 --> 00:15:31.326
offshore kind of a Northern
California that has a lot of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3560-6
00:15:31.326 --> 00:15:35.527
really bad locations, a lot of
100 to 200 kilometer offsets.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3599-0
00:15:37.057 --> 00:15:40.860
And so it seems like there's a
lot of our offshore earthquakes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3599-1
00:15:40.860 --> 00:15:44.602
and earthquakes right on the
edge of our network that we were
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3599-2
00:15:44.602 --> 00:15:45.387
doing poorly.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3639-0
00:15:45.397 --> 00:15:49.551
And this was the point that if I
looked at the overall location
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3639-1
00:15:49.551 --> 00:15:53.706
errors over this time frame, if
I looked at all location errors
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3639-2
00:15:53.706 --> 00:15:56.887
for all epic events, it was
about 10 kilometers.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3643-0
00:15:57.387 --> 00:15:57.817
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3677-0
00:15:58.387 --> 00:16:01.861
But if I then broke it out and
said alright, let's look at only
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3677-1
00:16:01.861 --> 00:16:05.171
the errors offshore and this
triple junction area, then that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3677-2
00:16:05.171 --> 00:16:07.777
moves all the way up to close to
60 kilometers.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3720-0
00:16:08.847 --> 00:16:12.544
So we really wanted to see if we
can improve that because having
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3720-1
00:16:12.544 --> 00:16:16.128
a poor location would mean we
would have an incorrect area for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3720-2
00:16:16.128 --> 00:16:19.541
issuing an alerts and often
incorrect magnitudes associated
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3720-3
00:16:19.541 --> 00:16:20.167
with those.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3745-0
00:16:22.927 --> 00:16:28.079
And so if we kind of look at
kind of cartoon of what's going
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3745-1
00:16:28.079 --> 00:16:30.697
on in the triple junction area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3777-0
00:16:31.537 --> 00:16:35.221
Umm what I have here is sort of
the output of that grid search
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3777-1
00:16:35.221 --> 00:16:38.731
and I'm just kind of showing the
areas that have really low
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3777-2
00:16:38.731 --> 00:16:40.427
misfit from that grid search.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3800-0
00:16:40.437 --> 00:16:44.779
So the search is trying to match
trigger times to potential
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3800-1
00:16:44.779 --> 00:16:48.687
earthquake locations to really
high misfits in white.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3803-0
00:16:49.217 --> 00:16:49.697
And So what?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3807-0
00:16:49.707 --> 00:16:50.067
I'm happy.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3822-0
00:16:50.077 --> 00:16:53.234
Here is the first stations that
often get triggered from an
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3822-1
00:16:53.234 --> 00:16:54.287
earthquake offshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3887-0
00:16:54.297 --> 00:16:58.295
Here are kind of out where the
coast just out a little bit and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3887-1
00:16:58.295 --> 00:17:02.039
do I have those just kind of
colored in black and what you
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3887-2
00:17:02.039 --> 00:17:05.973
can see with the really limited
data here is that there's one
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3887-3
00:17:05.973 --> 00:17:10.098
area that kind of moves from the
coastline down to the southwest
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3887-4
00:17:10.098 --> 00:17:13.017
and it'll has essentially
equally low misfit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3949-0
00:17:13.447 --> 00:17:16.910
And So what the grid search does
is it's just going to pick the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3949-1
00:17:16.910 --> 00:17:20.103
spot with the lowest misfit
possible, which is going to be
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3949-2
00:17:20.103 --> 00:17:23.621
somewhere along this line moving
kind of offshore or if, uh, and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3949-3
00:17:23.621 --> 00:17:26.976
it will continue to move further
and further offshore or, you
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3949-4
00:17:26.976 --> 00:17:30.007
know, depending on how large of
a grid search you have.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/3968-0
00:17:32.427 --> 00:17:36.677
And so if the easiest first
solution is just add more data.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4011-0
00:17:36.737 --> 00:17:40.835
So if we wait a few more seconds
and we get a few more stations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4011-1
00:17:40.835 --> 00:17:44.613
kind of in this area and the
problem is that that offshore
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4011-2
00:17:44.613 --> 00:17:48.391
misfit area is still really
unresolved, we still have that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4011-3
00:17:48.391 --> 00:17:51.017
large, low misfit line jetting
offshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4030-0
00:17:51.227 --> 00:17:54.575
And this is because a lot of
this data is because it's still
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4030-1
00:17:54.575 --> 00:17:56.497
located sort of in that same
spot.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4067-0
00:17:56.507 --> 00:18:00.868
It's not really adding any new
information to our grid search
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4067-1
00:18:00.868 --> 00:18:05.018
and so it becomes very easy to
just pick a point somewhere
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4067-2
00:18:05.018 --> 00:18:09.027
offshore even when the location
might be much closer in.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4116-0
00:18:09.417 --> 00:18:13.059
I'm into this particular example
epic push the location 50
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4116-1
00:18:13.059 --> 00:18:16.824
kilometers offshore for that
sort of early alert and then it
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4116-2
00:18:16.824 --> 00:18:20.405
will move its grid to that
offshore location to rerun and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4116-3
00:18:20.405 --> 00:18:22.627
kind of continue to March
westward.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4148-0
00:18:24.097 --> 00:18:29.226
Now this can sort of be fixed if
we had more data, you know
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4148-1
00:18:29.226 --> 00:18:34.612
further to the North and South
that would kind of increase our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4148-2
00:18:34.612 --> 00:18:36.407
coverage of the area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4168-0
00:18:36.417 --> 00:18:40.069
But the problem with that for
early warning is now we have
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4168-1
00:18:40.069 --> 00:18:42.917
completely missed the timeliness
of an alert.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4196-0
00:18:42.977 --> 00:18:46.208
And so it does very little good
for anyone that would have
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4196-1
00:18:46.208 --> 00:18:49.658
actually wanted to have an alert
for damaging shaking for this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4196-2
00:18:49.658 --> 00:18:49.987
event.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4227-0
00:18:52.807 --> 00:18:56.855
Just to compare this offshore
events, this is sort of its own
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4227-1
00:18:56.855 --> 00:19:00.577
unique scenario and we don't
typically see this onshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4241-0
00:19:01.187 --> 00:19:05.323
So as a comparison, this is just
an earthquake that occurs in
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4241-1
00:19:05.323 --> 00:19:06.657
Southern California.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4250-0
00:19:06.667 --> 00:19:08.117
It's in the middle of the
network.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4289-0
00:19:08.127 --> 00:19:11.860
We have plenty of stations
nearby and rather than have this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4289-1
00:19:11.860 --> 00:19:15.843
long kind of smeared out misfit
profile, we have just basically
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4289-2
00:19:15.843 --> 00:19:19.577
concentric down to a bull's eye
that has our little misfit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4302-0
00:19:19.967 --> 00:19:21.637
And so we typically do a really
good job.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4312-0
00:19:21.957 --> 00:19:25.027
These onshore events are getting
good locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4320-0
00:19:25.037 --> 00:19:27.257
So on is the data going in is
good.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4357-0
00:19:29.357 --> 00:19:32.521
Umm, So what we have to do here
is we can't really wait for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4357-1
00:19:32.521 --> 00:19:35.790
these offshore events for more
data from more stations up and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4357-2
00:19:35.790 --> 00:19:38.427
down the coast because that
hurts our timeliness.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4372-0
00:19:38.757 --> 00:19:42.031
So we need to say in these
initial alerts when data is
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4372-1
00:19:42.031 --> 00:19:42.507
limited.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4404-0
00:19:42.517 --> 00:19:46.840
Is there any other information
that we can pull in to the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4404-1
00:19:46.840 --> 00:19:51.610
alerts to help limit that large
area of low misfit or that area
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4404-2
00:19:51.610 --> 00:19:52.877
of nonuniqueness?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4406-0
00:19:53.917 --> 00:19:54.287
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4477-0
00:19:54.297 --> 00:19:58.096
And so one thing that we have
been trying is that we know we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4477-1
00:19:58.096 --> 00:20:01.957
have an extensive catalog of
past events in the West Coast US
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4477-2
00:20:01.957 --> 00:20:05.506
can we use some of this
information basically as a prior
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4477-3
00:20:05.506 --> 00:20:09.368
information to our to our grid
search algorithm and basically
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4477-4
00:20:09.368 --> 00:20:13.104
use it as a weight to help rein
in some of those really bad
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4477-5
00:20:13.104 --> 00:20:13.727
locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4492-0
00:20:14.687 --> 00:20:18.847
And what we do is we take a pass
catalog of earthquakes in the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4492-1
00:20:18.847 --> 00:20:19.177
area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-0
00:20:19.327 --> 00:20:23.110
We treat each one of these as a
point in a kernel density
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-1
00:20:23.110 --> 00:20:27.286
estimate, and all we do is kind
of sum these together to create
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-2
00:20:27.286 --> 00:20:31.591
sort of this map of high and low
seismicity, and we use this as a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-3
00:20:31.591 --> 00:20:35.570
prior weighting in our grid
search on the idea here is areas
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-4
00:20:35.570 --> 00:20:39.680
that have more seismicity have a
higher value, areas that have
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-5
00:20:39.680 --> 00:20:43.399
essentially no seismicity in
contemporary history have a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4571-6
00:20:43.399 --> 00:20:44.247
lower number.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4600-0
00:20:44.967 --> 00:20:49.542
Though not zero, but just kind
of lower and then we can update
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4600-1
00:20:49.542 --> 00:20:53.537
this catalog over time to
incorporate more earthquakes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4600-2
00:20:53.537 --> 00:20:54.917
that have occurred.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4607-0
00:20:54.927 --> 00:20:56.577
Since you know in the past
couple of years.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4646-0
00:20:58.387 --> 00:21:02.543
And so kind of reformulating how
we do that location then is we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4646-1
00:21:02.543 --> 00:21:06.570
take that misfit and what we do
is we kind of just reorganize
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4646-2
00:21:06.570 --> 00:21:09.817
the question from a low misfit
into a likelihood.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4700-0
00:21:10.127 --> 00:21:13.419
So rather than have something
that can have misfits
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4700-1
00:21:13.419 --> 00:21:16.837
approaching 0 to high Misfits
approaching essentially
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4700-2
00:21:16.837 --> 00:21:20.889
Infinity, we bracket that says a
0 to one and say anywhere that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4700-3
00:21:20.889 --> 00:21:24.181
has really high misfit
approaches 0, and then we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4700-4
00:21:24.181 --> 00:21:25.637
that has it really low?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4710-0
00:21:25.647 --> 00:21:29.157
Misfit is is 1, so it's the same
information.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4722-0
00:21:29.167 --> 00:21:31.407
We're just kind of flipping it
in, bracketing it.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4739-0
00:21:32.217 --> 00:21:35.781
Uh, we take that prior
seismicity and we merge these
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4739-1
00:21:35.781 --> 00:21:36.387
together.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4787-0
00:21:36.397 --> 00:21:41.686
And the idea here then, is that
anywhere that has a a low misfit
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4787-1
00:21:41.686 --> 00:21:46.732
in our our low misfit in our
grid search here that also has a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4787-2
00:21:46.732 --> 00:21:51.696
high half seismicity is going to
be slightly uploaded in our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4787-3
00:21:51.696 --> 00:21:52.917
final solution.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4817-0
00:21:53.167 --> 00:21:57.305
And anywhere that does not have
that prior is just sort of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4817-1
00:21:57.305 --> 00:22:01.444
downweighted and then we can
pick between within this what
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4817-2
00:22:01.444 --> 00:22:02.917
our highest value is.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4865-0
00:22:03.067 --> 00:22:06.592
And so what's shown here is that
otherwise we would have this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4865-1
00:22:06.592 --> 00:22:10.117
event that gets pushed really
far offshore and we can instead
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4865-2
00:22:10.117 --> 00:22:13.870
move it much closer to where the
earthquake actually is occurring
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4865-3
00:22:13.870 --> 00:22:15.917
based on just using this
weighting.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4908-0
00:22:17.937 --> 00:22:21.676
And we wanna do, although a lot
of checks to make sure one that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4908-1
00:22:21.676 --> 00:22:25.416
we don't overweight and always
pull all of our events into just
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4908-2
00:22:25.416 --> 00:22:28.747
the spot that had the highest
past size medicity and we.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4941-0
00:22:29.077 --> 00:22:31.978
But we have noticed really
hasn't been an issue because
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4941-1
00:22:31.978 --> 00:22:35.242
we're still always have to have
an area that had an originally
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4941-2
00:22:35.242 --> 00:22:37.107
sort of low misfit high
likelihood.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4972-0
00:22:37.417 --> 00:22:40.591
And so I'm kind of showing an
example here that we are
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4972-1
00:22:40.591 --> 00:22:43.939
offshore, but a bit South of
this sort of problem, triple
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/4972-2
00:22:43.939 --> 00:22:44.747
junction area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5016-0
00:22:44.757 --> 00:22:48.547
And so this is an earthquake
that occurred in an area that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5016-1
00:22:48.547 --> 00:22:52.338
did not have a lot of past
seismicity but has two zones of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5016-2
00:22:52.338 --> 00:22:56.257
basically higher weight 1 to the
north and one to the South.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5040-0
00:22:56.867 --> 00:23:00.159
And then even with this, because
these are not in areas that had
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5040-1
00:23:00.159 --> 00:23:03.147
a high likelihood, they don't
get weighted quite the same.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5064-0
00:23:03.157 --> 00:23:06.127
And so it kind of retains our
our earthquake sort of in that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5064-1
00:23:06.127 --> 00:23:08.707
spot that we already had a
fairly good solution for.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5123-0
00:23:11.167 --> 00:23:15.122
And then if we look kind of in
the onshore area that we already
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5123-1
00:23:15.122 --> 00:23:18.707
have good solutions, we see that
even adding in the prior
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5123-2
00:23:18.707 --> 00:23:22.538
seismicity because we already
have that one very well defined
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5123-3
00:23:22.538 --> 00:23:26.308
kind of bullseye likelihood
adding in any additional weights
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5123-4
00:23:26.308 --> 00:23:28.657
isn't going to change anything
there.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5168-0
00:23:28.667 --> 00:23:31.958
And so we are able to kind of
maintain our good grid search
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5168-1
00:23:31.958 --> 00:23:35.415
results in our high density or
high station density areas even
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5168-2
00:23:35.415 --> 00:23:38.597
with the waiting and we're able
to kind of improve things
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5168-3
00:23:38.597 --> 00:23:40.517
offshore where we don't have
that.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5174-0
00:23:41.077 --> 00:23:41.807
Yeah, initial data.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5177-0
00:23:43.857 --> 00:23:44.087
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5213-0
00:23:44.097 --> 00:23:48.216
And so kind of we we did was we
then ran through this for all of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5213-1
00:23:48.216 --> 00:23:52.209
those test events, we kind of
recalculated using this this new
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5213-2
00:23:52.209 --> 00:23:53.287
weighting scheme.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5279-0
00:23:53.297 --> 00:23:56.847
And so just as a reminder, this
is what that looks like before
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5279-1
00:23:56.847 --> 00:24:00.454
and that triple junction where
we have numerous events that all
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5279-2
00:24:00.454 --> 00:24:03.666
got pushed really far to the
West as well as a couple of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5279-3
00:24:03.666 --> 00:24:06.991
events kind of in the southern
border that also did a very
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5279-4
00:24:06.991 --> 00:24:10.147
similar kind of pushing away
from the network solution.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5333-0
00:24:11.227 --> 00:24:14.985
And when we recalculate using
this sort of weighted system,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5333-1
00:24:14.985 --> 00:24:18.556
we're really able to pull a lot
of those events back in,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5333-2
00:24:18.556 --> 00:24:22.189
particularly in the triple
junction, but also in areas in
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5333-3
00:24:22.189 --> 00:24:26.198
the within Southern California
and northern Mexico that we were
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5333-4
00:24:26.198 --> 00:24:28.767
doing this sort of edge of
network poll.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5367-0
00:24:31.187 --> 00:24:34.986
And So what this ends up
happening is within that triple
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5367-1
00:24:34.986 --> 00:24:38.851
junction area, we reduce our
location error from what was
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5367-2
00:24:38.851 --> 00:24:42.317
originally close to 60
kilometers to 15 kilometers.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5395-0
00:24:42.787 --> 00:24:46.151
So there's still are some that
aren't always that great, but
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5395-1
00:24:46.151 --> 00:24:49.351
they are significantly improved
compared to where we were
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5395-2
00:24:49.351 --> 00:24:49.737
before.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5414-0
00:24:50.347 --> 00:24:53.426
And then the areas outside that
triple junction went from 4
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5414-1
00:24:53.426 --> 00:24:55.017
kilometers to three kilometers.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5446-0
00:24:55.027 --> 00:24:58.211
So at that point, we're
essentially not infect affecting
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5446-1
00:24:58.211 --> 00:25:01.507
or just slightly improving on
our location, but this is an
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5446-2
00:25:01.507 --> 00:25:04.077
area where we were already doing
pretty good.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5475-0
00:25:04.087 --> 00:25:07.905
So our goal there was mostly
just did not make anything not
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5475-1
00:25:07.905 --> 00:25:11.851
to, umm, make anything worse
there at the expense of offshore
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5475-2
00:25:11.851 --> 00:25:12.297
events.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5537-0
00:25:15.507 --> 00:25:19.183
Umm, so this is some work that
we've been recently running
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5537-1
00:25:19.183 --> 00:25:23.046
through a larger test suite of
past events as well as running
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5537-2
00:25:23.046 --> 00:25:26.037
sort of in a a real time and
offline mode here.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5554-0
00:25:26.197 --> 00:25:29.831
And we think that it shows a lot
of promise, partially because of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5554-1
00:25:29.831 --> 00:25:30.657
its simplicity.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5576-0
00:25:31.227 --> 00:25:33.740
It's helping us to match more
events that we otherwise we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5576-1
00:25:33.740 --> 00:25:36.047
missing because we're being
pulled really far offshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5601-0
00:25:38.467 --> 00:25:41.355
And so it is something that we
are hoping that we can try to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5601-1
00:25:41.355 --> 00:25:42.397
implement within EPIC.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5667-0
00:25:43.247 --> 00:25:46.399
There are other pieces to this
because I mentioned it is a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5667-1
00:25:46.399 --> 00:25:49.604
pretty simplified approach, so
there's some things that now
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5667-2
00:25:49.604 --> 00:25:52.917
that we have done some testing
on on this current version, we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5667-3
00:25:52.917 --> 00:25:56.336
can start to look at the utility
of and one of those is whether
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5667-4
00:25:56.336 --> 00:25:59.702
or not we should include a time
dependent weighting to some of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5667-5
00:25:59.702 --> 00:26:00.557
our earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5674-0
00:26:00.567 --> 00:26:03.147
Right now, everything is
essentially time independent.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5704-0
00:26:03.217 --> 00:26:07.135
All of our past seismicity that
goes into that waiting are
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5704-1
00:26:07.135 --> 00:26:11.120
equally the same regardless of
if it was an earthquake from
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5704-2
00:26:11.120 --> 00:26:12.847
yesterday or 10 years ago.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5750-0
00:26:13.347 --> 00:26:17.303
So we can look at whether or not
we have any improvement using
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5750-1
00:26:17.303 --> 00:26:21.071
either of those weightings at
different depth dependence to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5750-2
00:26:21.071 --> 00:26:25.216
our earthquakes, or including in
different weights based on known
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5750-3
00:26:25.216 --> 00:26:27.477
faults or any known as one
hazards.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5765-0
00:26:27.767 --> 00:26:30.258
So there's some kind of future
directions that we want to look
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5765-1
00:26:30.258 --> 00:26:30.377
at.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5776-0
00:26:31.217 --> 00:26:34.441
We're trying to understand and
estimate these offshore
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5776-1
00:26:34.441 --> 00:26:35.027
locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5783-0
00:26:37.557 --> 00:26:37.887
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5821-0
00:26:37.957 --> 00:26:41.791
So if you kind of look though, a
lot of these poor locations, we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5821-1
00:26:41.791 --> 00:26:45.508
remember that sort of flow chart
that we're trying to explain,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5821-2
00:26:45.508 --> 00:26:49.107
epic that location, then get
used to calculate or magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5832-0
00:26:49.197 --> 00:26:51.927
So we have a really bad
location, particularly offshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5862-0
00:26:52.277 --> 00:26:55.995
Then we often have paired with
that it really high magnitude
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5862-1
00:26:55.995 --> 00:26:59.774
error and so here on the right
we have those same earthquakes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5862-2
00:26:59.774 --> 00:27:01.847
that were pulled really far
away.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5878-0
00:27:01.937 --> 00:27:05.128
And what happens then is those
magnitudes end up getting higher
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5878-1
00:27:05.128 --> 00:27:05.677
and higher.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5881-0
00:27:06.997 --> 00:27:07.257
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5922-0
00:27:07.267 --> 00:27:11.020
And so we want to see one, how
that location improvement can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5922-1
00:27:11.020 --> 00:27:14.712
decrease or magnitude error and
also kind of look to see if
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5922-2
00:27:14.712 --> 00:27:17.974
there are other factors at play
that the cost of our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5922-3
00:27:17.974 --> 00:27:19.697
overestimates and magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5936-0
00:27:22.197 --> 00:27:24.947
So just as a quick how do we
calculate magnitude?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5951-0
00:27:25.157 --> 00:27:28.857
It's based on the station
hypocenter distance and and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/5951-1
00:27:28.857 --> 00:27:30.707
observed peak displacement.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6000-0
00:27:31.057 --> 00:27:34.443
That's our PD and our our here
and then we have a set of state
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6000-1
00:27:34.443 --> 00:27:37.883
of scaling coefficients and so
it's really just that the closer
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6000-2
00:27:37.883 --> 00:27:41.269
you are to an earthquake, the
larger the peak displacement and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6000-3
00:27:41.269 --> 00:27:43.527
the further away it decays with
distance.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6023-0
00:27:44.117 --> 00:27:46.525
And so if you think about
earthquakes, then that get
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6023-1
00:27:46.525 --> 00:27:49.207
mislocated particularly really
far away from their source.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6051-0
00:27:49.417 --> 00:27:53.411
What's happening is that station
distant are increases a lot and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6051-1
00:27:53.411 --> 00:27:56.791
that can really push our
magnitude up and the opposite
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6051-2
00:27:56.791 --> 00:27:57.037
end.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6094-0
00:27:57.047 --> 00:28:00.517
Any case where we have an
earthquake, then maybe was far
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6094-1
00:28:00.517 --> 00:28:04.232
offshore that we mislocated
inland that lowers that distance
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6094-2
00:28:04.232 --> 00:28:08.250
and that can lower our magnitude
and all of this then affects the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6094-3
00:28:08.250 --> 00:28:10.077
footprint of that final alert.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6097-0
00:28:12.607 --> 00:28:12.767
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6114-0
00:28:12.887 --> 00:28:17.057
So the the current scaling was
developed back in 2013.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6147-0
00:28:17.447 --> 00:28:21.658
And So what I was doing was
using a mix of data that was
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6147-1
00:28:21.658 --> 00:28:26.165
from California that was real
time but not in an operational
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6147-2
00:28:26.165 --> 00:28:28.677
sense as well as data from
Japan.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6177-0
00:28:28.767 --> 00:28:32.945
And so this was looking at
usually the catalog magnitude of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6177-1
00:28:32.945 --> 00:28:36.913
data at all these different
stations versus the observed
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6177-2
00:28:36.913 --> 00:28:38.167
peak displacement.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6197-0
00:28:38.297 --> 00:28:40.307
And by using all of this
together, we can come up with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6197-1
00:28:40.307 --> 00:28:42.061
some of those scaling
relationships that we see
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6197-2
00:28:42.061 --> 00:28:42.317
before.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6232-0
00:28:43.497 --> 00:28:47.691
And so this was a scaling
relation that was really
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6232-1
00:28:47.691 --> 00:28:52.707
efficient at solving between
sort of the lower magnitude 2's
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6232-2
00:28:52.707 --> 00:28:56.737
threes and fours with some
slight overestimates.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6258-0
00:28:56.747 --> 00:28:59.647
Once we moved into five and
sixes, and then once we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6258-1
00:28:59.647 --> 00:29:02.601
moving out of that point source
earthquake, we start to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6258-2
00:29:02.601 --> 00:29:04.447
underestimate or magnitudes
again.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6265-0
00:29:07.567 --> 00:29:07.837
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-0
00:29:07.947 --> 00:29:12.284
So it's also important to note
that for for real time events,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-1
00:29:12.284 --> 00:29:16.621
because we have this sort of
time series of stations that get
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-2
00:29:16.621 --> 00:29:20.888
added into our solution and get
associated in, we don't have
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-3
00:29:20.888 --> 00:29:25.365
just one one magnitude, it ends
up being this time series where
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-4
00:29:25.365 --> 00:29:29.771
we have an initial one usually
based on three to four stations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-5
00:29:29.771 --> 00:29:34.108
and then it will continue on as
we get more and more stations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6349-6
00:29:34.108 --> 00:29:36.277
throughout the entire solution.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6375-0
00:29:36.287 --> 00:29:39.957
So this is just an example
showing the magnitude as it
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6375-1
00:29:39.957 --> 00:29:43.427
evolves during the 2022 firmed
Firmdale earthquake.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6381-0
00:29:43.547 --> 00:29:45.277
This was one that was located
offshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6431-0
00:29:45.287 --> 00:29:49.259
It had a pretty good location
overall, but we can see just how
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6431-1
00:29:49.259 --> 00:29:53.295
that magnitude grows with more
station to kind of hit a maximum
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6431-2
00:29:53.295 --> 00:29:57.330
pretty quickly and then sort of
with even more stations further
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6431-3
00:29:57.330 --> 00:29:59.537
away sort of settled into a
value.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6439-0
00:29:59.547 --> 00:30:02.287
And I think close to 6.4 here.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6441-0
00:30:03.347 --> 00:30:03.827
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6490-0
00:30:04.487 --> 00:30:07.685
And so a lot of the work that
we've been doing is really
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6490-1
00:30:07.685 --> 00:30:10.939
trying to focus on uh, reducing
residuals at this maximum
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6490-2
00:30:10.939 --> 00:30:14.417
magnitude estimate because this
is the one that can cause the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6490-3
00:30:14.417 --> 00:30:17.952
largest potential over alerts
and the largest kind of alerting
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6490-4
00:30:17.952 --> 00:30:18.457
polygons.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6529-0
00:30:20.947 --> 00:30:24.440
And So what we did was we
grabbed a lot of that past data
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6529-1
00:30:24.440 --> 00:30:27.752
and right now we're just
plotting the magnitude versus
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6529-2
00:30:27.752 --> 00:30:31.305
whatever the Comcast catalog
magnitude for that particular
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6529-3
00:30:31.305 --> 00:30:31.907
event was.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6592-0
00:30:31.917 --> 00:30:36.110
And so we're looking here at
that initial, that maximum and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6592-1
00:30:36.110 --> 00:30:40.444
that final magnitude stage kind
of within the time series for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6592-2
00:30:40.444 --> 00:30:44.777
all of our events and kind of
focusing again on that maximum,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6592-3
00:30:44.777 --> 00:30:48.831
what we see is that we have for
all of our magnitudes and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6592-4
00:30:48.831 --> 00:30:51.767
overestimate by about .3
magnitude units.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6611-0
00:30:51.827 --> 00:30:54.549
And we also have a fair amount
of scatters or standard
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6611-1
00:30:54.549 --> 00:30:56.677
deviation is another third of a
magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6643-0
00:30:58.987 --> 00:31:02.819
But we also kind of wanna look
at this under the lens of what
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6643-1
00:31:02.819 --> 00:31:06.157
earthquakes and what events
we're sending alerts for.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6679-0
00:31:06.467 --> 00:31:09.200
You know, if we do really,
really well or really poorly
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6679-1
00:31:09.200 --> 00:31:12.323
with the magnitude 2 event that
we never send an alert for like
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6679-2
00:31:12.323 --> 00:31:14.617
that's kind of us focusing on
the wrong thing.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6707-0
00:31:15.407 --> 00:31:19.788
Umm, so here we are, kind of
then looking at how do we do
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6707-1
00:31:19.788 --> 00:31:23.717
with magnitudes that are at
least a 4.5 or greater.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6758-0
00:31:23.727 --> 00:31:28.151
So 4.5 is that that lower
magnitude boundary for some of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6758-1
00:31:28.151 --> 00:31:32.342
the third party alerting
distributions and so this is
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6758-2
00:31:32.342 --> 00:31:36.843
showing any time that either
Epic had calculated a 4.5 or
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6758-3
00:31:36.843 --> 00:31:40.957
greater or the catalog magnitude
was 4.5 or greater.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6782-0
00:31:41.317 --> 00:31:46.112
And unfortunately, when we get
to just looking at some of those
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6782-1
00:31:46.112 --> 00:31:50.457
moderate to larger magnitudes,
we overestimate even more.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6823-0
00:31:50.467 --> 00:31:54.990
So we're closer to .4 magnitude
units, even though our sort of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6823-1
00:31:54.990 --> 00:31:59.730
initial and final magnitudes are
are pretty good on average, it's
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6823-2
00:31:59.730 --> 00:32:04.181
really this maximum that we are
trying to to reduce the error
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6823-3
00:32:04.181 --> 00:32:04.397
on.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6859-0
00:32:07.867 --> 00:32:11.020
And so if I kind of pulled all
those again, this is using a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6859-1
00:32:11.020 --> 00:32:14.278
slightly larger data set than
the location study only because
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6859-2
00:32:14.278 --> 00:32:16.117
I did this one a little bit
later.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6875-0
00:32:16.127 --> 00:32:19.257
So I kind of backfilled in the
catalog that was using.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6935-0
00:32:20.127 --> 00:32:23.990
We're focusing on trying to
improve at 4.5 and greater and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6935-1
00:32:23.990 --> 00:32:27.854
something that if I kind of
looked at a lot of our really,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6935-2
00:32:27.854 --> 00:32:32.110
really poor magnitude performing
events, something I noticed was
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6935-3
00:32:32.110 --> 00:32:35.515
kind of without a lot of
surprise is a lot of those
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6935-4
00:32:35.515 --> 00:32:39.117
events are events that also had
really poor locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6967-0
00:32:39.307 --> 00:32:42.331
So many of these overestimates
are events that are occurring in
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6967-1
00:32:42.331 --> 00:32:45.073
that triple junction area, and
so in this case we haven't
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/6967-2
00:32:45.073 --> 00:32:46.207
applied any new waiting.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7000-0
00:32:46.217 --> 00:32:49.888
This is just epic as epic
behaved in the moment, and so a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7000-1
00:32:49.888 --> 00:32:53.179
lot of those really poor
locations really drove our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7000-2
00:32:53.179 --> 00:32:56.217
magnitudes up, sometimes over a
magnitude unit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7003-0
00:32:56.227 --> 00:32:56.527
From what?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7025-0
00:32:56.837 --> 00:33:01.163
So that the catalog said and
even some of our underestimates
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7025-1
00:33:01.163 --> 00:33:04.567
outside of Ridgecrest were also
poor locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7044-0
00:33:04.577 --> 00:33:07.875
Cases where we moved a magnitude
really inward, even though it
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7044-1
00:33:07.875 --> 00:33:09.917
was supposed to be something
offshore.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7079-0
00:33:11.527 --> 00:33:15.391
And so we, so we know this is an
is a source of error and we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7079-1
00:33:15.391 --> 00:33:19.315
trying to come up with new ways
and location algorithm to to fix
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7079-2
00:33:19.315 --> 00:33:19.617
this.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7113-0
00:33:19.987 --> 00:33:23.131
But what we kind of wanted to
see is, are there any other
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7113-1
00:33:23.131 --> 00:33:26.547
sources of error outside of the
location or any places that we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7113-2
00:33:26.547 --> 00:33:27.577
want to improve on?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7152-0
00:33:28.087 --> 00:33:31.789
And So what we did was we
recalculated all of these events
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7152-1
00:33:31.789 --> 00:33:35.303
where what we did was we
essentially fixed the location
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7152-2
00:33:35.303 --> 00:33:38.629
to where the, the catalog
magnitude or server by the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7152-3
00:33:38.629 --> 00:33:39.947
catalog location was.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7161-0
00:33:39.957 --> 00:33:41.287
And so we basically fixed that.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7193-0
00:33:41.447 --> 00:33:45.202
Our value in our magnitude
estimate to see which events app
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7193-1
00:33:45.202 --> 00:33:47.642
after that are still
overestimating or
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7193-2
00:33:47.642 --> 00:33:50.897
underestimating and and what we
can do to fix this.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7213-0
00:33:51.287 --> 00:33:54.251
And so what's the first thing
that we see is that our mean
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7213-1
00:33:54.251 --> 00:33:55.557
error shrinks quite a bit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7267-0
00:33:55.627 --> 00:33:59.978
So we move down to closer to two
magnitude units and or scatter
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7267-1
00:33:59.978 --> 00:34:04.330
has reduced a lot, but we want
to look at this data set and see
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7267-2
00:34:04.330 --> 00:34:08.681
what what can we improve on here
because we still don't want to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7267-3
00:34:08.681 --> 00:34:11.537
provide an over alert if we can
avoid it.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7271-0
00:34:13.477 --> 00:34:13.727
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-0
00:34:13.737 --> 00:34:17.651
And so one thing again, if I
pull these kind of corrected
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-1
00:34:17.651 --> 00:34:22.038
location events and I grabbed or
three largest over alerts, what
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-2
00:34:22.038 --> 00:34:25.750
I have here is just each
individual stations magnitude
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-3
00:34:25.750 --> 00:34:29.394
and kind of where it's it's
location is away from the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-4
00:34:29.394 --> 00:34:33.646
epicenter and something that's
kind of apparent on many of our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-5
00:34:33.646 --> 00:34:37.830
events is the the magnitude of
the station sort of within the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-6
00:34:37.830 --> 00:34:41.610
1st 10s of kilometers are almost
always higher than the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7375-7
00:34:41.610 --> 00:34:45.187
magnitudes from stations that
are much further away.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7422-0
00:34:46.067 --> 00:34:48.977
Umm, we can see this
particularly in this bottom plot
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7422-1
00:34:48.977 --> 00:34:52.263
where we have some magnitudes
that are really sit quite high
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7422-2
00:34:52.263 --> 00:34:55.389
in the kind of dip down, much
closer to where we'd expect
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7422-3
00:34:55.389 --> 00:34:58.137
them, and it used to be for this
particular event.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7428-0
00:34:59.777 --> 00:35:00.267
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7469-0
00:35:01.547 --> 00:35:05.262
If we then just sort of plot in
sort of a time series view, all
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7469-1
00:35:05.262 --> 00:35:08.803
of those events, and here I've
I've picked out three just to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7469-2
00:35:08.803 --> 00:35:11.357
kind of help us train our eye a
little bit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7487-0
00:35:11.827 --> 00:35:14.700
I'll have these events that go
through Epic have this sort of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7487-1
00:35:14.700 --> 00:35:16.137
characteristic magnitude shape.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7496-0
00:35:16.147 --> 00:35:18.297
Are we sort of start somewhat
lower?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7542-0
00:35:18.567 --> 00:35:22.521
Sometimes we jut up really high
to high magnitude and as we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7542-1
00:35:22.521 --> 00:35:26.542
added more and more data, our
magnitudes kind of settle into
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7542-2
00:35:26.542 --> 00:35:30.364
something with a lot lower
overall magnitude residual and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7542-3
00:35:30.364 --> 00:35:32.737
we can see this on the right
tools.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7572-0
00:35:32.807 --> 00:35:36.147
This is again just that
individual station view with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7572-1
00:35:36.147 --> 00:35:40.117
distance on the X axis and we're
just looking at the residual.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7597-0
00:35:40.127 --> 00:35:44.569
And so if we're in the first
basically 30 to 50 kilometers,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7597-1
00:35:44.569 --> 00:35:48.197
those stations are almost always
overestimating.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7626-0
00:35:48.667 --> 00:35:52.580
And then as we move to our
further and further stations,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7626-1
00:35:52.580 --> 00:35:56.974
there's a lot more scatter, but
on average they are much closer
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7626-2
00:35:56.974 --> 00:35:57.867
to to 0 here.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7678-0
00:35:59.647 --> 00:36:03.850
And so we wanted to to also then
look at is, is there any reason
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7678-1
00:36:03.850 --> 00:36:07.536
why umm and so one thing we
wanted to do just as a quick
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7678-2
00:36:07.536 --> 00:36:11.545
sanity check was say, alright,
when are all of these stations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7678-3
00:36:11.545 --> 00:36:12.257
triggering?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7687-0
00:36:12.267 --> 00:36:14.537
Are they triggering in line with
the P wave?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7710-0
00:36:14.687 --> 00:36:17.900
And so here I have all of those
station triggers based on their
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7710-1
00:36:17.900 --> 00:36:19.657
distance away from the
earthquake.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7740-0
00:36:20.087 --> 00:36:23.666
When they triggered, corrected
for their origin times, and then
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7740-1
00:36:23.666 --> 00:36:27.022
starts with some guide bars of
this black dashed line being
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7740-2
00:36:27.022 --> 00:36:28.197
when we would expect.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7785-0
00:36:28.207 --> 00:36:31.145
Generally, the P wave to arrive,
the red line being when we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7785-1
00:36:31.145 --> 00:36:34.230
expect swipe to arrive, and then
they solid lines are just the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7785-2
00:36:34.230 --> 00:36:37.316
associate algorithm with an epic
that lumps events together if
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7785-3
00:36:37.316 --> 00:36:38.687
they're within these bounds.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7797-0
00:36:39.567 --> 00:36:42.297
And what we see is that we do
trigger on the the P wave.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7806-0
00:36:43.097 --> 00:36:45.547
Umm, which is what we wanted.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7868-0
00:36:46.137 --> 00:36:49.318
But then if we look at where
we're drawing our peak
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7868-1
00:36:49.318 --> 00:36:53.172
displacement value, because Epic
will use up to the first four
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7868-2
00:36:53.172 --> 00:36:57.148
seconds of data, if four station
that's really close by, we have
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7868-3
00:36:57.148 --> 00:37:00.696
some cases where that peak
displacement is kind of closer
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7868-4
00:37:00.696 --> 00:37:04.367
to the end of that force seconds
rather than the beginning.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7880-0
00:37:04.777 --> 00:37:06.827
And so with what that lines up
with?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7921-0
00:37:08.127 --> 00:37:11.576
Well, this plot here is that
sometimes that means that we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7921-1
00:37:11.576 --> 00:37:14.969
including in sweave arrivals,
and so our sweave will have a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7921-2
00:37:14.969 --> 00:37:18.475
was not originally included in
the scaling relationships that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7921-3
00:37:18.475 --> 00:37:19.437
we currently use.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7964-0
00:37:21.247 --> 00:37:25.311
And so we were trying to toy
around with, you know, what
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7964-1
00:37:25.311 --> 00:37:29.446
exactly to do with this and
whether or not we should crop
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7964-2
00:37:29.446 --> 00:37:33.866
out any data that has an S wave
arrival or rescale, including
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7964-3
00:37:33.866 --> 00:37:34.437
that in.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7976-0
00:37:34.447 --> 00:37:35.927
And we've kind of decided on
that.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7988-0
00:37:35.937 --> 00:37:39.052
We want to rescale our data
knowing that there could be this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/7988-1
00:37:39.052 --> 00:37:40.227
contamination in there.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8044-0
00:37:40.337 --> 00:37:44.362
I mean, part of the main reason
why why we want to go that route
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8044-1
00:37:44.362 --> 00:37:48.078
is that it's really difficult in
the first few seconds with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8044-2
00:37:48.078 --> 00:37:52.103
limited data to get essentially
a perfect location and without a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8044-3
00:37:52.103 --> 00:37:55.757
perfect location, we're not
gonna be very good at cropping
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8044-4
00:37:55.757 --> 00:37:57.677
within those first few seconds.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8067-0
00:37:57.687 --> 00:38:00.965
Our data to exclude out best
waves and so that causes us to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8067-1
00:38:00.965 --> 00:38:02.987
have some really unstable
solutions.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8129-0
00:38:02.997 --> 00:38:06.415
And So what ended up being a
much better route for us knowing
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8129-1
00:38:06.415 --> 00:38:09.833
that we're in kind of in the
early warning world and we don't
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8129-2
00:38:09.833 --> 00:38:13.472
have the ability to like look at
events as analysts and and treat
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8129-3
00:38:13.472 --> 00:38:16.835
all the data beforehand is to
just go ahead and know that we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8129-4
00:38:16.835 --> 00:38:19.757
have this contamination and and
rescale accordingly.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8151-0
00:38:20.617 --> 00:38:25.071
And So what we did here was we
followed a similar methodology
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8151-1
00:38:25.071 --> 00:38:27.227
to that original 2013 scaling.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8156-0
00:38:27.977 --> 00:38:29.527
But we've done a little bit of.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8168-0
00:38:32.577 --> 00:38:34.647
Cleaning to kind of generate
that test data set.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8193-0
00:38:35.417 --> 00:38:38.456
So what we did was we grabbed
all the input data in Epic that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8193-1
00:38:38.456 --> 00:38:40.907
has already been through that
waveform processor.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8232-0
00:38:41.557 --> 00:38:45.026
We made sure that all of our
station magnitudes that are used
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8232-1
00:38:45.026 --> 00:38:48.607
is using the correct location,
so we don't want to include that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8232-2
00:38:48.607 --> 00:38:51.517
location error and propagate
that into our scaling.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8248-0
00:38:51.527 --> 00:38:54.057
We wanna make sure that it's all
correct locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8295-0
00:38:54.867 --> 00:38:58.579
Umm, we wanna make sure that we
remove any observations from a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8295-1
00:38:58.579 --> 00:39:01.643
scaling that might have
triggered on non earthquake
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8295-2
00:39:01.643 --> 00:39:05.356
noise and so this can come to
play if there was a bad location
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8295-3
00:39:05.356 --> 00:39:08.597
and new associations were based
on that poor location.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8327-0
00:39:08.607 --> 00:39:11.787
Sometimes what happens is you'll
get triggers on noise that just
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8327-1
00:39:11.787 --> 00:39:14.624
happen to be kind of in line
with everything else, and we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8327-2
00:39:14.624 --> 00:39:15.847
want to get rid of those.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8363-0
00:39:17.127 --> 00:39:21.245
And then we want to use stations
that have that full 4 seconds of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8363-1
00:39:21.245 --> 00:39:25.238
data because we want to be able
to include in what Epic sees in
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8363-2
00:39:25.238 --> 00:39:28.607
real time mode, which includes
some of those S waves.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8406-0
00:39:30.727 --> 00:39:34.166
And so this on the right is just
kind of showing basically the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8406-1
00:39:34.166 --> 00:39:37.441
the cropping down of data that
we did to remove things that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8406-2
00:39:37.441 --> 00:39:40.335
were not necessarily always
earthquake triggers that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8406-3
00:39:40.335 --> 00:39:42.027
sometimes get pulled into epic.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8434-0
00:39:42.737 --> 00:39:46.142
So we were using a much more
refined smaller data set for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8434-1
00:39:46.142 --> 00:39:49.723
scaling and then we go apply it
back out to all of our noisy
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8434-2
00:39:49.723 --> 00:39:50.017
data.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8501-0
00:39:52.027 --> 00:39:55.475
I'm in, so by doing a lot of
different tests here, what we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8501-1
00:39:55.475 --> 00:39:59.040
ended up deciding on is that the
easiest way to get the best
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8501-2
00:39:59.040 --> 00:40:02.254
results to limit our maximum
magnitude was to actually
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8501-3
00:40:02.254 --> 00:40:05.527
partition or scaling into two
different sets of scaling
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8501-4
00:40:05.527 --> 00:40:09.209
relations depending on if that
station is in the near field or
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8501-5
00:40:09.209 --> 00:40:10.027
the far field.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8552-0
00:40:10.757 --> 00:40:14.127
So we divided this basically at
50 kilometers at which gave us
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8552-1
00:40:14.127 --> 00:40:17.069
the best results to say that if
a station is within 50
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8552-2
00:40:17.069 --> 00:40:20.439
kilometers, it has one set of
scaling and if it's further away
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8552-3
00:40:20.439 --> 00:40:21.937
then it has a different set.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8592-0
00:40:22.847 --> 00:40:26.403
And So what this really does is
it reduces that overestimate
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8592-1
00:40:26.403 --> 00:40:29.725
eskimos's early stations without
imposing basically that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8592-2
00:40:29.725 --> 00:40:32.407
reduction with our stations in
the far field.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8652-0
00:40:32.417 --> 00:40:36.942
They're already doing a fairly
good job with magnitude, and So
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8652-1
00:40:36.942 --> 00:40:41.394
what this does is if I compare
our current scaling, which has
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8652-2
00:40:41.394 --> 00:40:44.986
that sort of initial
overestimate with time, that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8652-3
00:40:44.986 --> 00:40:49.726
kind of settles in with this new
scaling that we're proposing, we
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8652-4
00:40:49.726 --> 00:40:53.317
really reduce a lot of that
initial overestimate.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8695-0
00:40:53.527 --> 00:40:57.358
So we can see that both in the
time series and then we can see
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8695-1
00:40:57.358 --> 00:41:00.825
it in just the individual
station view that we no longer
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8695-2
00:41:00.825 --> 00:41:04.534
have this large uptick within
the 1st about 30 kilometers or
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8695-3
00:41:04.534 --> 00:41:04.717
so.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8732-0
00:41:05.157 --> 00:41:09.151
And we also then kind of fix a
little bit of a really far field
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8732-1
00:41:09.151 --> 00:41:12.709
under underestimate where our
data was kind of tilting a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8732-2
00:41:12.709 --> 00:41:16.017
little bit underestimate we kind
of fixed that also.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8740-0
00:41:19.177 --> 00:41:21.317
So there's other pieces though,
besides just.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8814-0
00:41:23.997 --> 00:41:28.465
Trying to fix this really near
field data in her magnitude and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8814-1
00:41:28.465 --> 00:41:32.862
so one that we're starting to
slowly dabble in but need to to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8814-2
00:41:32.862 --> 00:41:37.330
do a lot of thinking about is
how do we handle stations within
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8814-3
00:41:37.330 --> 00:41:40.947
the network that are
consistently always providing
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8814-4
00:41:40.947 --> 00:41:45.132
over or underestimates of or
magnitude and possibly due to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8814-5
00:41:45.132 --> 00:41:47.827
local factors or geology in the
area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8856-0
00:41:48.337 --> 00:41:54.527
And so if I if I take all of our
stations over all of our events
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8856-1
00:41:54.527 --> 00:42:00.337
and look at the residuals on
that station magnitude over the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8856-2
00:42:00.337 --> 00:42:06.147
very large average, they all
have a pretty low overestimate.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8933-0
00:42:06.157 --> 00:42:10.095
They're pretty close to 0, but
individual stations can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8933-1
00:42:10.095 --> 00:42:14.464
sometimes always perform bit
over our estimate or under, and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8933-2
00:42:14.464 --> 00:42:18.832
so the issue there is how do we
handle these sort of case by
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8933-3
00:42:18.832 --> 00:42:23.128
case stations where some of
these stations, particularly if
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8933-4
00:42:23.128 --> 00:42:27.568
they are close to a source or
provide a lot of data, can sort
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8933-5
00:42:27.568 --> 00:42:31.507
of single handedly increase or
decrease or magnitudes?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8938-0
00:42:31.877 --> 00:42:34.137
Umm, so how do we what?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8997-0
00:42:34.237 --> 00:42:37.241
Something that we're kind of
starting to look at is whether
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8997-1
00:42:37.241 --> 00:42:40.345
or not it would be appropriate
to include it in some of these
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8997-2
00:42:40.345 --> 00:42:43.500
corrections into our individual
magnitudes, and how that would
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8997-3
00:42:43.500 --> 00:42:46.604
affect our event magnitudes and
what sort of the best ways to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/8997-4
00:42:46.604 --> 00:42:48.607
include this this data set in
would be.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9012-0
00:42:49.167 --> 00:42:53.083
That was kind of where some of
our future directions with that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9012-1
00:42:53.083 --> 00:42:54.327
magnitude piece are.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9017-0
00:42:56.257 --> 00:42:56.587
Alright.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9044-0
00:42:56.597 --> 00:43:00.018
But so from there we kind of
talked a lot about how we want
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9044-1
00:43:00.018 --> 00:43:03.383
to improve our magnitudes,
improve a lot of those offshore
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9044-2
00:43:03.383 --> 00:43:04.067
earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9084-0
00:43:04.077 --> 00:43:07.443
And this is all really been
sitting in that sort of smaller
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9084-1
00:43:07.443 --> 00:43:10.978
to moderate earthquake, early
warning world and that's because
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9084-2
00:43:10.978 --> 00:43:14.401
that's what a lot of the events
that we've seen come through
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9084-3
00:43:14.401 --> 00:43:15.467
Sheckler have been.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9096-0
00:43:16.357 --> 00:43:19.484
But that's not necessarily what
all feature earthquakes will
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9096-1
00:43:19.484 --> 00:43:19.997
look like.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9129-0
00:43:21.527 --> 00:43:25.193
And so we do have what kind of
within our alerting area the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9129-1
00:43:25.193 --> 00:43:29.165
potential for larger earthquakes
both within California but also
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9129-2
00:43:29.165 --> 00:43:30.937
within the Pacific Northwest.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9177-0
00:43:31.147 --> 00:43:35.375
And this is where data sets like
what is available from high rate
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9177-1
00:43:35.375 --> 00:43:39.475
GPS can help us with and so GPS
data can help us to resolve the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9177-2
00:43:39.475 --> 00:43:43.511
magnitudes of larger earthquakes
by being able to use stations
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9177-3
00:43:43.511 --> 00:43:45.817
that are sort of in the near
field.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9221-0
00:43:45.987 --> 00:43:49.851
So without any sort of
saturation effect, and then from
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9221-1
00:43:49.851 --> 00:43:53.922
that if we have an event that
has a much larger magnitude,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9221-2
00:43:53.922 --> 00:43:57.717
particularly if it's along the
coastline or within the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9221-3
00:43:57.717 --> 00:44:01.167
subduction zone, there's also
additional hazards.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9247-0
00:44:01.257 --> 00:44:06.491
One of those being being Dynamis
and so this is something that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9247-1
00:44:06.491 --> 00:44:11.477
I've been really interested in
and it is for early warning.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9287-0
00:44:11.487 --> 00:44:15.610
It's sort of kind of you have to
reframe a little bit what we're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9287-1
00:44:15.610 --> 00:44:19.480
working on here because the
tsunami piece kind of effects of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9287-2
00:44:19.480 --> 00:44:23.096
much larger voter group than
what the initial earthquake
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9287-3
00:44:23.096 --> 00:44:23.857
necessarily.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9299-0
00:44:25.387 --> 00:44:27.017
Would need a warning for and.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9317-0
00:44:27.027 --> 00:44:30.015
So here I'm just showing like a
schematic of foreign event
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9317-1
00:44:30.015 --> 00:44:31.737
that's rupturing off of
Cascadia.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9357-0
00:44:32.387 --> 00:44:35.609
You have tsunami that would
require a warning that can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9357-1
00:44:35.609 --> 00:44:38.773
impact the near field along
Oregon, Washington within
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9357-2
00:44:38.773 --> 00:44:42.113
Minutes, 10s of minutes,
depending on where that rupture
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9357-3
00:44:42.113 --> 00:44:44.457
is occurring along the
subduction zone.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9370-0
00:44:44.967 --> 00:44:47.699
But then you also have
communities all along the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9370-1
00:44:47.699 --> 00:44:48.257
coastline.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9420-0
00:44:48.267 --> 00:44:52.247
Well into California that will
see you sanami arrival times
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9420-1
00:44:52.247 --> 00:44:56.427
within the half hour to two hour
time frame that also need umm
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9420-2
00:44:56.427 --> 00:45:00.540
what also want a warning for
that, but they won't necessarily
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9420-3
00:45:00.540 --> 00:45:03.127
be feeling the effects the
earthquake.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9466-0
00:45:03.307 --> 00:45:06.394
And so we have sort of these
different types of hazard
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9466-1
00:45:06.394 --> 00:45:09.930
footprints kind of extended from
that seismic source, umm, and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9466-2
00:45:09.930 --> 00:45:13.353
whether or not we can use some
of that initial data from the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9466-3
00:45:13.353 --> 00:45:15.767
earthquake to help us with those
warnings.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9503-0
00:45:16.747 --> 00:45:20.368
I mean, so do you also wanna
note that we do have a current
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9503-1
00:45:20.368 --> 00:45:24.231
tsunami warning system that for
an event like this will provide
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9503-2
00:45:24.231 --> 00:45:25.197
cenami warnings.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9518-0
00:45:31.847 --> 00:45:32.107
It's.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9575-0
00:45:32.167 --> 00:45:35.807
Your sensors, but the downside
of this is that those pressure
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9575-1
00:45:35.807 --> 00:45:39.506
sensors, by being offshore and
sort of away from being damaged
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9575-2
00:45:39.506 --> 00:45:43.088
by the tsunami itself, can take
a lot of time for you to get
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9575-3
00:45:43.088 --> 00:45:45.437
enough data at to to provide a
warning.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9605-0
00:45:45.687 --> 00:45:49.326
And so this means that our
window for warning in near field
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9605-1
00:45:49.326 --> 00:45:52.722
as well as kind of midfield
within California is can be
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9605-2
00:45:52.722 --> 00:45:54.117
potentially very short.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9668-0
00:45:54.667 --> 00:45:57.967
So if we can be able to use and
leverage some of our early
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9668-1
00:45:57.967 --> 00:46:01.323
warning data that we'll have
available within the first few
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9668-2
00:46:01.323 --> 00:46:04.734
minutes to kind of improve on
that, tell me warning, how can
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9668-3
00:46:04.734 --> 00:46:08.090
we do that and what sort of
advantage would that provide as
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9668-4
00:46:08.090 --> 00:46:10.887
kind of an add on to our current
warning systems?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9671-0
00:46:12.837 --> 00:46:13.027
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9692-0
00:46:13.037 --> 00:46:17.915
And so to look at this, this is
some work that I I did at the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9692-1
00:46:17.915 --> 00:46:19.567
University of Oregon.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9723-0
00:46:19.577 --> 00:46:23.992
And what we ended up doing was
taking the Gefest early warning
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9723-1
00:46:23.992 --> 00:46:28.547
code so the PGD magnitude piece
is currently within shake alert.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9740-0
00:46:28.557 --> 00:46:32.701
But there are other components
that you can basically develop
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9740-1
00:46:32.701 --> 00:46:34.707
real time finite fault models.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9767-0
00:46:34.807 --> 00:46:38.057
And so the question we wanted to
to ask was how well do those
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9767-1
00:46:38.057 --> 00:46:41.151
finite fault models available
within the first few minutes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9767-2
00:46:41.151 --> 00:46:42.147
handle the tsunami?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9786-0
00:46:42.977 --> 00:46:47.387
So we generated a really large
source of synthetic uh Cascadia
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9786-1
00:46:47.387 --> 00:46:48.647
style earthquakes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9831-0
00:46:49.457 --> 00:46:53.065
The then modeled the expected
PGD at coastal GNSS stations,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9831-1
00:46:53.065 --> 00:46:56.734
and then we ran sort of a course
or inverse problem, saying,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9831-2
00:46:56.734 --> 00:47:00.583
alright, how well does that PDD
at those stations then recreate
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9831-3
00:47:00.583 --> 00:47:02.027
that finite fault model?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9907-0
00:47:02.717 --> 00:47:06.250
And then along the same time, we
run a high resolution sanomi
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9907-1
00:47:06.250 --> 00:47:09.727
model for our kind of synthetic
known and then we rerun that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9907-2
00:47:09.727 --> 00:47:13.318
tsunami model with our courser
finite fault and we compare the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9907-3
00:47:13.318 --> 00:47:16.737
two and say, alright, how well
does that horse dynami model
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9907-4
00:47:16.737 --> 00:47:20.271
that we have available within
the first three to five minutes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9907-5
00:47:20.271 --> 00:47:20.727
compare.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9923-0
00:47:20.737 --> 00:47:24.300
And this is something that is
good enough to provide
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9923-1
00:47:24.300 --> 00:47:27.997
actionable information within
those first few minutes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9951-0
00:47:28.647 --> 00:47:34.129
And so this was one example here
that is using sort of somewhat
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/9951-1
00:47:34.129 --> 00:47:38.327
simplified 8.3 earthquake and
are finally fault.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-0
00:47:38.337 --> 00:47:42.265
Model does a fairly good job at
generally recreating both the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-1
00:47:42.265 --> 00:47:46.320
fault plane and the overall slip
structure, and then if we look
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-2
00:47:46.320 --> 00:47:50.184
at our sort of observed versus
synthetic phenomena along the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-3
00:47:50.184 --> 00:47:54.239
coastline, we actually do, you
know, while we're not perfect in
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-4
00:47:54.239 --> 00:47:58.357
every spot, we do a really good
job of recreating basically what
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-5
00:47:58.357 --> 00:48:02.222
areas do you have sort of the
more extreme amplitudes on the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-6
00:48:02.222 --> 00:48:05.897
coastline and which areas are
really outside of that main
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10033-7
00:48:05.897 --> 00:48:06.657
hazard zone.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10102-0
00:48:07.387 --> 00:48:11.190
We did a lot of tests with this,
so we did this with more complex
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10102-1
00:48:11.190 --> 00:48:14.704
sources where you know within
the first few minutes we don't
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10102-2
00:48:14.704 --> 00:48:17.816
always perfectly recreate
everything and so this is a
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10102-3
00:48:17.816 --> 00:48:21.445
little bit more of a test of,
you know, ways to fine tune some
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10102-4
00:48:21.445 --> 00:48:25.018
of the the finite faults and
what we are interested in on the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10102-5
00:48:25.018 --> 00:48:25.767
tsunami side.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10139-0
00:48:25.917 --> 00:48:30.689
However, it does provide a lot
of actionable information that I
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10139-1
00:48:30.689 --> 00:48:34.790
think that we could could
leverage and warnings and so
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10139-2
00:48:34.790 --> 00:48:39.637
kind of the the piece to pull it
all together is then then what?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10147-0
00:48:40.607 --> 00:48:42.697
So what is really the?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10201-0
00:48:42.767 --> 00:48:46.065
Is there a way that we can
provide both the earthquake
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10201-1
00:48:46.065 --> 00:48:49.843
piece and all the sanami pieces
sort of in one data stream for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10201-2
00:48:49.843 --> 00:48:53.560
people when we're experiencing a
large earthquake on the West
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10201-3
00:48:53.560 --> 00:48:57.038
Coast so you know this is
thinking about how these alerts
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10201-4
00:48:57.038 --> 00:48:59.557
might be happening on similar
timescales?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10215-0
00:48:59.567 --> 00:49:02.367
Of course, the early warning
alerts happening within seconds.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10229-0
00:49:02.807 --> 00:49:05.999
The cenami P is happening within
the Minutes as kind of a follow
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10229-1
00:49:05.999 --> 00:49:06.147
up.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-0
00:49:07.157 --> 00:49:09.990
These are occurring over
sometimes very similar
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-1
00:49:09.990 --> 00:49:13.531
footprints, especially in the
near field, and those are the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-2
00:49:13.531 --> 00:49:17.190
people that have the most need
to react to the earthquake and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-3
00:49:17.190 --> 00:49:20.672
the most need to react to
potential tsunami evacuations to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-4
00:49:20.672 --> 00:49:24.450
how do we get all of this data
to them both without in poor pun
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-5
00:49:24.450 --> 00:49:28.109
intended, inundating them with
too much data at once and also
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-6
00:49:28.109 --> 00:49:31.414
making sure that it's in an
accessible format that they
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-7
00:49:31.414 --> 00:49:34.719
don't have to go through
multiple different agencies to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10334-8
00:49:34.719 --> 00:49:37.257
kind of search for exactly what
they need.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10387-0
00:49:37.987 --> 00:49:41.467
So this is kind of my ultimate
where I want things to go is to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10387-1
00:49:41.467 --> 00:49:45.002
be able to find a more refined
system to be able to combine all
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10387-2
00:49:45.002 --> 00:49:48.372
of this information and to be
able to do it within the first
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10387-3
00:49:48.372 --> 00:49:50.747
couple minutes for like the
Cascadia area.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10407-0
00:49:53.127 --> 00:49:56.177
Alright, so to kind of summarize
everything that's in here.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10478-0
00:49:56.187 --> 00:49:59.763
So if we're on the smaller side
of earthquakes but are still
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10478-1
00:49:59.763 --> 00:50:03.340
actionable for early warning, so
it's moderate sized events,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10478-2
00:50:03.340 --> 00:50:07.092
we've been doing a lot of work
to try to improve a lot of those
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10478-3
00:50:07.092 --> 00:50:10.375
locations and magnitude
estimates on this is really has
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10478-4
00:50:10.375 --> 00:50:13.893
a large impact on some of our
close by offshore earthquakes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10478-5
00:50:13.893 --> 00:50:15.887
which are on our edge of
network.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10512-0
00:50:16.167 --> 00:50:19.089
And the way that we do this is
by trying to use some
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10512-1
00:50:19.089 --> 00:50:22.618
prioritized mycity as weights to
really rain in some of our the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10512-2
00:50:22.618 --> 00:50:24.107
worst performing locations.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10568-0
00:50:24.877 --> 00:50:28.442
However, you know, if we were
able to have, you know, more
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10568-1
00:50:28.442 --> 00:50:31.826
data available, particularly
offshore, those could also
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10568-2
00:50:31.826 --> 00:50:35.754
probably help us a lot with some
of our earthquake early warning
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10568-3
00:50:35.754 --> 00:50:39.199
efforts and then having those
better locations also then
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10568-4
00:50:39.199 --> 00:50:43.127
directly impacts and is able to
improve our magnitude estimates.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10591-0
00:50:43.137 --> 00:50:46.479
And so having both a good
location and magnitude that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10591-1
00:50:46.479 --> 00:50:50.007
helps us with having an accurate
initial alert location.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10628-0
00:50:50.957 --> 00:50:54.189
And then as those earthquakes
get larger and we move more into
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10628-1
00:50:54.189 --> 00:50:57.524
the Cinnami early warning world,
how can we leverage some of the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10628-2
00:50:57.524 --> 00:51:00.398
high rate GPS data that's now
kind of folded into shake
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10628-3
00:51:00.398 --> 00:51:00.757
alerts?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-0
00:51:01.117 --> 00:51:04.243
How can we use that to provide
more actionable information for
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-1
00:51:04.243 --> 00:51:07.319
tsunami hazards within those
first few minutes before data is
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-2
00:51:07.319 --> 00:51:10.048
available from some of those
offshore sensors that are
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-3
00:51:10.048 --> 00:51:13.075
currently traditionally used,
and then once we have all this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-4
00:51:13.075 --> 00:51:16.300
data together, how do we combine
these alerting systems in a way
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-5
00:51:16.300 --> 00:51:19.178
that would actually increase
action when both hazards are
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-6
00:51:19.178 --> 00:51:22.403
present, particularly when they
are affecting the same community
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-7
00:51:22.403 --> 00:51:25.381
that is seeing all of these
things happening kind of at the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10727-8
00:51:25.381 --> 00:51:25.877
same time?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10748-0
00:51:27.167 --> 00:51:30.182
So trying to trying to merge
merge 2 kind of ends of the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10748-1
00:51:30.182 --> 00:51:31.717
earthquake spectrum together.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10759-0
00:51:32.687 --> 00:51:35.347
So a lot of work ahead, but
something I'm pretty excited
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10759-1
00:51:35.347 --> 00:51:35.627
about.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10774-0
00:51:36.577 --> 00:51:40.745
Ohh, so that that's gonna say
thank you and if anybody has any
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10774-1
00:51:40.745 --> 00:51:41.407
questions.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10777-0
00:51:49.727 --> 00:51:50.037
Awesome.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10779-0
00:51:50.047 --> 00:51:50.217
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10805-0
00:51:50.227 --> 00:51:53.089
So why don't we start with
questions in the room and then
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10805-1
00:51:53.089 --> 00:51:55.507
we'll turn to questions into
chat and online so.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10810-0
00:51:57.777 --> 00:51:58.277
That's it.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10821-0
00:51:58.347 --> 00:52:02.307
Yes, and really interesting and
clear talk.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10827-0
00:52:02.757 --> 00:52:06.037
I had questions about the
magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10872-0
00:52:07.557 --> 00:52:11.450
So you in in the magnitude
distance relationship you're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10872-1
00:52:11.450 --> 00:52:15.135
you're using an epicentral
distance and I was really
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10872-2
00:52:15.135 --> 00:52:19.098
surprised to see Japanese data
integrated into that just
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10872-3
00:52:19.098 --> 00:52:23.687
because you're gonna be having a
lot of deeper earthquakes there.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10907-0
00:52:23.697 --> 00:52:28.318
Is that does that play and and
sort of related to that, could
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10907-1
00:52:28.318 --> 00:52:32.641
you have sort of regional
magnitude corrections where you
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10907-2
00:52:32.641 --> 00:52:34.877
would have deeper earthquakes?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10921-0
00:52:34.887 --> 00:52:36.667
And I'm sure you've probably
already thought of.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10918-0
00:52:37.607 --> 00:52:38.327
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10951-0
00:52:38.337 --> 00:52:43.253
So the the original scaling has
larger magnitude data from
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10951-1
00:52:43.253 --> 00:52:48.337
Japan, which, yeah, that then
has different depths than what
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/10951-2
00:52:48.337 --> 00:52:50.337
we currently are seeing.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11006-0
00:52:50.567 --> 00:52:54.769
And So what Epic does is Epic
assumes an 8 kilometer depth are
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11006-1
00:52:54.769 --> 00:52:57.972
all earthquakes, which
especially early on when
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11006-2
00:52:57.972 --> 00:53:01.641
Sheckler was limited to
California, worked really well
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11006-3
00:53:01.641 --> 00:53:05.843
and it still for all the events
we see having that depth works
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11006-4
00:53:05.843 --> 00:53:06.177
well.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11057-0
00:53:06.527 --> 00:53:10.043
But that doesn't quite play in
with some of the original
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11057-1
00:53:10.043 --> 00:53:13.867
scaling data that might be have
a greater depth range, and so
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11057-2
00:53:13.867 --> 00:53:17.568
when we have been working on
this new scaling, we have this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11057-3
00:53:17.568 --> 00:53:21.083
want to include ends with a
larger magnitude ranges from
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11057-4
00:53:21.083 --> 00:53:21.947
that data set.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11069-0
00:53:21.957 --> 00:53:24.107
But what we've done instead is
really limited to just.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11128-0
00:53:26.227 --> 00:53:30.376
Events within the Sheckler
reporting zone, so most of our
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11128-1
00:53:30.376 --> 00:53:35.027
depths are much closer to the 8
kilometer range, but a follow up
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11128-2
00:53:35.027 --> 00:53:39.677
question that we've or a follow
up project that we wanna look at
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11128-3
00:53:39.677 --> 00:53:43.970
is that sometimes we do see
magnitudes that are really poor
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11128-4
00:53:43.970 --> 00:53:44.757
performing.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11191-0
00:53:44.807 --> 00:53:48.551
And the reason is because we
make assumptions about depth and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11191-1
00:53:48.551 --> 00:53:52.476
it's actually kind of on the the
shallower side that we see some
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11191-2
00:53:52.476 --> 00:53:56.039
problems and so there are some
events that if the depth is
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11191-3
00:53:56.039 --> 00:53:59.602
closer to 1 to 2 kilometers,
we've been having some really
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11191-4
00:53:59.602 --> 00:54:03.467
large difficulty with having a
good magnitude for those events.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11223-0
00:54:03.477 --> 00:54:07.750
And so as a follow up is to see
whether or not we want to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11223-1
00:54:07.750 --> 00:54:12.317
include depth in our location
algorithm and then by extension
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11223-2
00:54:12.317 --> 00:54:13.717
into our magnitude.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11236-0
00:54:14.767 --> 00:54:17.924
The bigger question there is how
well can we resolve those with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11236-1
00:54:17.924 --> 00:54:18.417
this data.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11281-0
00:54:18.427 --> 00:54:22.316
So yeah, it's it's in the
pipeline of things that we wanna
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11281-1
00:54:22.316 --> 00:54:26.470
look at, it would maybe help us
then to be able to use in some
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11281-2
00:54:26.470 --> 00:54:29.107
of those larger magnitude
scaling data.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11288-0
00:54:34.937 --> 00:54:35.777
Yeah, I think so much, Jimmy.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11304-0
00:54:35.787 --> 00:54:38.280
It was really very clear and it
was really nice to see all this
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11304-1
00:54:38.280 --> 00:54:38.787
put together.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11314-0
00:54:39.187 --> 00:54:41.067
I'll kind of follow on. Justin.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11327-0
00:54:41.077 --> 00:54:43.468
Special I'm I'm also really
curious about magnitudes as you
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11327-1
00:54:43.468 --> 00:54:43.667
know.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11373-0
00:54:44.197 --> 00:54:47.601
So first, like maybe a quick
question and I think we've
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11373-1
00:54:47.601 --> 00:54:51.491
talked about this, but for those
catalog magnitudes that you're
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11373-2
00:54:51.491 --> 00:54:55.139
comparing Epic against, are
those no it magnitudes or local
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11373-3
00:54:55.139 --> 00:54:56.537
magnitudes or mixtures?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11383-0
00:54:57.477 --> 00:54:59.427
It is, so it's usually a
mixture.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11417-0
00:54:59.437 --> 00:55:03.760
If it's the smaller magnitudes,
then it airs towards a local and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11417-1
00:55:03.760 --> 00:55:07.817
then if it's in the larger end,
then it goes towards moment.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11407-0
00:55:03.787 --> 00:55:04.097
The.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11458-0
00:55:07.867 --> 00:55:12.531
And so yeah, this is something
that we've been struggling with
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11458-1
00:55:12.531 --> 00:55:16.900
how we want to handle, umm,
converting everything to local
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11458-2
00:55:16.900 --> 00:55:21.490
or keeping it as whatever the
preferred magnitude is for each
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11458-3
00:55:21.490 --> 00:55:22.527
of the events.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11494-0
00:55:22.537 --> 00:55:26.534
And yeah, that gets a little bit
tricky because sometimes the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11494-1
00:55:26.534 --> 00:55:30.338
events get finally kind of
graded on what is the preferred
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11494-2
00:55:30.338 --> 00:55:34.077
magnitude, even if they might
fit better with with local.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11522-0
00:55:34.147 --> 00:55:38.984
And so yeah, it's right now it's
it's whatever the preferred one
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11515-0
00:55:36.617 --> 00:55:36.797
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11522-1
00:55:38.984 --> 00:55:39.207
is.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11520-0
00:55:39.667 --> 00:55:40.067
Right.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11524-0
00:55:40.137 --> 00:55:40.487
OK.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11527-0
00:55:40.497 --> 00:55:40.927
Great.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11578-0
00:55:41.517 --> 00:55:44.216
Then the second thing is, have
you looked at a regional
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11578-1
00:55:44.216 --> 00:55:47.302
difference in these 19 misfits
between Norcal and Socal, and so
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11578-2
00:55:47.302 --> 00:55:50.242
particularly I think you were
showing a slide like the three
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11578-3
00:55:50.242 --> 00:55:53.231
curves, all of those events were
Northern California, is that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11578-4
00:55:53.231 --> 00:55:53.617
correct?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11588-0
00:55:53.627 --> 00:55:54.627
They were all in C.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11586-0
00:55:55.067 --> 00:55:56.597
Yes, they were.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11599-0
00:55:56.607 --> 00:55:58.157
I haven't might be a good
question.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11625-0
00:55:58.167 --> 00:56:02.035
I haven't plotted out the
similar events in that in that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11616-0
00:56:00.127 --> 00:56:02.337
And you have your. Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11625-1
00:56:02.035 --> 00:56:02.307
way.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11640-0
00:56:02.347 --> 00:56:05.075
So you have a mask when you
started talking about magnitudes
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11640-1
00:56:05.075 --> 00:56:07.177
that seem to perhaps show
regional difference.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11651-0
00:56:07.267 --> 00:56:08.397
Be interesting to revisit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11688-0
00:56:09.817 --> 00:56:13.858
Maybe after your corrections or
I don't know something because I
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11688-1
00:56:13.858 --> 00:56:17.090
I think we we I mean the
original PD relations were
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11688-2
00:56:17.090 --> 00:56:19.577
different from North Callum and
so Cal.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11684-0
00:56:19.817 --> 00:56:20.207
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11707-0
00:56:20.017 --> 00:56:22.527
So I think really interesting,
Teresa.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11703-0
00:56:20.257 --> 00:56:21.047
Yeah, they were at.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11708-0
00:56:21.097 --> 00:56:22.757
And yeah, that would be.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11738-0
00:56:24.197 --> 00:56:28.382
Yeah, that would be something I
hadn't thought about looking at,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11738-1
00:56:28.382 --> 00:56:32.309
but it would be interesting to
see even between northern and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11738-2
00:56:32.309 --> 00:56:33.597
Southern California.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11803-0
00:56:33.607 --> 00:56:37.763
And you know, we have a lot less
data, but the Pacific Northwest
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11803-1
00:56:37.763 --> 00:56:41.791
is kind of what the other kind
of question here is, would that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11763-0
00:56:39.547 --> 00:56:39.937
No.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11803-2
00:56:41.791 --> 00:56:45.820
necessarily behave the same way
and is it necessarily going to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11803-3
00:56:45.820 --> 00:56:49.848
be reflected in the data when we
have such cause like we could
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11803-4
00:56:49.848 --> 00:56:53.876
potentially be overpowering a
different system with so much to
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11803-5
00:56:53.876 --> 00:56:55.347
California earthquakes?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11827-0
00:56:56.557 --> 00:56:59.777
So yeah, I that's a good
question I would.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11830-0
00:56:56.757 --> 00:57:00.543
Yeah, because that's implicit
relationships is some
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11830-1
00:57:00.543 --> 00:57:01.927
attenuation, right?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11849-0
00:57:01.937 --> 00:57:05.030
So if the geology or the
structure is different than
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11849-1
00:57:05.030 --> 00:57:06.897
these regions, then map that to.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11855-0
00:57:06.967 --> 00:57:07.427
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11863-0
00:57:07.587 --> 00:57:08.007
Thank you.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11857-0
00:57:08.757 --> 00:57:09.167
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11865-0
00:57:09.217 --> 00:57:11.257
Yeah, it's a good suggestion.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11879-0
00:57:11.377 --> 00:57:14.767
I haven't done it, but now I'm
curious, so look at that.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11888-0
00:57:17.987 --> 00:57:18.917
Your questions in the room.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11891-0
00:57:20.987 --> 00:57:21.787
Yeah.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11896-0
00:57:22.487 --> 00:57:22.847
Thank you.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11904-0
00:57:24.667 --> 00:57:26.427
My question thank you for this.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11907-0
00:57:26.437 --> 00:57:27.547
Uh, right.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11916-0
00:57:27.557 --> 00:57:30.327
Uh, presentation related to the
GNSS.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11955-0
00:57:30.697 --> 00:57:34.625
How many sampling rate for the
higher resolution for GPS that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11955-1
00:57:34.625 --> 00:57:38.109
you use and then how many
station that you use for the
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/11955-2
00:57:38.109 --> 00:57:41.087
three minutes in person finding
for in person?
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12016-0
00:57:42.497 --> 00:57:47.148
Yeah, so this oops, trying to go
back to these, these were using,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12016-1
00:57:47.148 --> 00:57:51.306
so this was all I should caveat
with this was modeling and
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12016-2
00:57:51.306 --> 00:57:55.323
synthetic because we don't have
events here, but we were
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12016-3
00:57:55.323 --> 00:57:59.692
modeling at 1 Hertz and this was
using stations assuming that
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12016-4
00:57:59.692 --> 00:58:04.343
they were all available stations
that were all available within 3
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12016-5
00:58:04.343 --> 00:58:04.907
minutes.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12018-0
00:58:05.997 --> 00:58:06.447
Umm.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12050-0
00:58:07.487 --> 00:58:11.203
And so we played around a bit
with creating different finite
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12050-1
00:58:11.203 --> 00:58:14.614
vaults for basically a 60
seconds, you know, 2 minutes,
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12050-2
00:58:14.614 --> 00:58:17.417
three minute, 5 minutes, 10
minutes solution.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12071-0
00:58:17.627 --> 00:58:20.657
And so it's not we didn't really
have a a particular number of
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12071-1
00:58:20.657 --> 00:58:22.437
stations that we were trying to
hit.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12098-0
00:58:22.447 --> 00:58:25.605
It was just what would be
available given where the Earth
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12098-1
00:58:25.605 --> 00:58:28.545
Pixel location is and the
station density in the area
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12098-2
00:58:28.545 --> 00:58:29.907
within those time frames.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12106-0
00:58:35.527 --> 00:58:36.327
That's all the questions.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12113-0
00:58:39.977 --> 00:58:42.827
I wish. No sure.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12118-0
00:58:42.917 --> 00:58:43.237
Alright.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12125-0
00:58:43.247 --> 00:58:45.357
Well, that's let's thank Amy one
more time.
6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/12139-0
00:58:50.537 --> 00:58:52.067
You got some great comments in
the chat.