WEBVTT 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/555-0 00:00:04.797 --> 00:00:04.937 [background noise] 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/569-0 00:00:05.007 --> 00:00:05.847 [background noise] 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/562-0 00:00:05.907 --> 00:00:06.617 Alright, thanks. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/572-0 00:00:06.627 --> 00:00:08.007 Can I make one more quick announcement? 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/589-0 00:00:08.017 --> 00:00:11.497 Yes, please. So next Tuesday from 1-3 p.m. here and online 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/617-0 00:00:11.507 --> 00:00:13.937 we will have the summer summer student final 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/617-1 00:00:13.937 --> 00:00:16.795 presentation, so everyone's encouraged to come and see 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/617-2 00:00:16.795 --> 00:00:18.177 it's really fun to see 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/628-0 00:00:18.187 --> 00:00:20.927 the breadth of projects. OK, so thanks. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/641-0 00:00:21.147 --> 00:00:26.737 I'm really happy to have Amy here online today. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/651-0 00:00:26.817 --> 00:00:29.597 And Amy got her PhD at Georgia Tech. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/671-0 00:00:29.927 --> 00:00:33.521 And then did a postdoc at University of Oregon working on 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/671-1 00:00:33.521 --> 00:00:34.017 tsunami. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/682-0 00:00:34.067 --> 00:00:36.657 The relationship between tsunami propagation and updation. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/684-0 00:00:37.177 --> 00:00:37.757 Umm. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/716-0 00:00:38.457 --> 00:00:42.457 And thinking about early tsunami early warning and she worked 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/716-1 00:00:42.457 --> 00:00:46.265 with a joint NASA and NOAA Sanami early morning project to 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/716-2 00:00:46.265 --> 00:00:48.007 bring that to the Cascadia. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/728-0 00:00:48.937 --> 00:00:53.987 And she didn't spend a year as a duty scientist in Palmer, AK. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/747-0 00:00:53.997 --> 00:00:56.690 Hopefully I'm getting this right at the national Inami Warning 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/747-1 00:00:56.690 --> 00:00:58.187 Center, which sounds a super cool. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/755-0 00:00:58.197 --> 00:00:59.297 So you get a chance. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/762-0 00:00:59.307 --> 00:01:00.207 That's fair about that. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/802-0 00:01:00.297 --> 00:01:03.137 And for the past few years, she's been at Berkeley as a 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/802-1 00:01:03.137 --> 00:01:06.433 postdoc and and still working on tsunami early warning, but also 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/802-2 00:01:06.433 --> 00:01:09.628 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 00:01:11.047 --> 00:01:14.427 And she's dabbling slightly in some sort of ground motion. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/845-0 00:01:14.437 --> 00:01:17.642 Any stuff which has been fun to to talk about a little bit, but 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/845-1 00:01:17.642 --> 00:01:20.847 I think today she's really gonna be focused on the the tsunami. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/866-0 00:01:22.867 --> 00:01:28.491 Propagation and early warning issue so thanks so much and take 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/866-1 00:01:28.491 --> 00:01:30.277 it away in a moment. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/870-0 00:01:30.287 --> 00:01:30.977 Maybe say. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/872-0 00:01:31.687 --> 00:01:32.067 Great. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/877-0 00:01:32.127 --> 00:01:35.977 Thanks me share here. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/886-0 00:01:32.377 --> 00:01:32.767 It's. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/887-0 00:01:39.217 --> 00:01:40.747 And everyone can hear me. OK? 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/894-0 00:01:41.217 --> 00:01:43.107 Yes, great. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/893-0 00:01:43.177 --> 00:01:43.247 Yes. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/913-0 00:01:44.717 --> 00:01:50.434 Some play this from the start and alright, great and 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/913-1 00:01:50.434 --> 00:01:55.397 obligatory everyone can see the screen right? 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/918-0 00:01:57.407 --> 00:01:57.667 Right. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/919-0 00:01:58.217 --> 00:01:58.667 Awesome. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/930-0 00:01:58.857 --> 00:02:01.847 Alright, thank you guys all for having me. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-0 00:02:01.897 --> 00:02:05.973 I'll be at virtually and so today I really wanted to talk 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-1 00:02:05.973 --> 00:02:10.330 about kind of to sort of similar directions that I have done, 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-2 00:02:10.330 --> 00:02:14.476 research in both earthquake early warning and dynami early 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-3 00:02:14.476 --> 00:02:18.693 warning and kind of look at sort of improvements on in both 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-4 00:02:18.693 --> 00:02:23.261 directions and then a little bit about kind of my long term goal 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1003-5 00:02:23.261 --> 00:02:27.337 of wanting to kind of see them being a bit more combined. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1007-0 00:02:29.307 --> 00:02:29.537 Umm. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1022-0 00:02:29.547 --> 00:02:33.197 And so, you know, both are very important for the West Coast. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1056-0 00:02:33.207 --> 00:02:37.358 Not only is it a seismically active area, it's an area where 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1056-1 00:02:37.358 --> 00:02:41.712 we have also a high tsunami risk as well as a lot of population 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1056-2 00:02:41.712 --> 00:02:42.257 centers. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1071-0 00:02:42.767 --> 00:02:46.057 And so of course, we have earthquake early warning along 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1071-1 00:02:46.057 --> 00:02:48.077 California, Oregon and Washington. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1093-0 00:02:48.497 --> 00:02:53.726 And so that gives us, umm, a bit of a ability to have kind of 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1093-1 00:02:53.726 --> 00:02:55.497 alert to earthquakes. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1152-0 00:02:55.507 --> 00:02:59.561 And we also have cenami warning systems that kind of service the 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1152-1 00:02:59.561 --> 00:03:03.054 West Coast using sort of different data sets, but could 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1152-2 00:03:03.054 --> 00:03:06.859 potentially be able to provide expedited warnings by kind of 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1152-3 00:03:06.859 --> 00:03:10.539 expanding that to include in some data that's also used in 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1152-4 00:03:10.539 --> 00:03:14.157 early warning as well as some real time modeling efforts. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1192-0 00:03:14.937 --> 00:03:18.531 And so this talk today, what I kind of wanna do is take some of 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1192-1 00:03:18.531 --> 00:03:21.676 the work that I'm currently doing at Berkeley, which is 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1192-2 00:03:21.676 --> 00:03:24.147 trying to fine tune some of our earthquake. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1239-0 00:03:24.397 --> 00:03:28.188 I really warning algorithms to try to provide better alerts, 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1239-1 00:03:28.188 --> 00:03:31.978 particularly for those sort of smaller to moderate magnitude 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1239-2 00:03:31.978 --> 00:03:35.893 earthquakes, and then kind of zoom out and look at sort of the 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1239-3 00:03:35.893 --> 00:03:38.317 larger end of the earthquake spectrum. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1277-0 00:03:38.327 --> 00:03:41.808 So larger earthquakes, particularly ones that generate 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1277-1 00:03:41.808 --> 00:03:45.606 2 nomis and seeing how we can kind of use some of that real 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1277-2 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 00:03:49.594 --> 00:03:51.367 tsunami early warning realm. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1293-0 00:03:53.117 --> 00:03:58.501 Alright, so start of you know the obligatory early earthquake 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1293-1 00:03:58.501 --> 00:03:59.717 early warning. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1301-0 00:03:59.727 --> 00:04:01.457 Slide of what is early warning. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1344-0 00:04:01.747 --> 00:04:05.356 I think many of us are very familiar with this, but it is a 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1344-1 00:04:05.356 --> 00:04:08.844 systems that can detect, characterize and then ultimately 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1344-2 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 00:04:14.337 --> 00:04:17.372 And these are usually achieved through a suite of different 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1359-1 00:04:17.372 --> 00:04:18.637 early morning algorithms. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1400-0 00:04:19.247 --> 00:04:22.498 Oftentimes, successful system would be able to provide at 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1400-1 00:04:22.498 --> 00:04:25.918 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 00:04:29.007 --> 00:04:29.517 Uh, warning. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1419-0 00:04:29.527 --> 00:04:33.222 Small thing to be able to sort of minimize our risk prior to 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1419-1 00:04:33.222 --> 00:04:33.707 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 00:04:42.475 --> 00:04:43.547 the surface. 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-0 00:04:43.607 --> 00:04:47.108 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 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-2 00:04:50.917 --> 00:04:54.848 nearby stations that would see that P wave go by and then using 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-3 00:04:54.848 --> 00:04:58.657 both that trigger time as well as whatever information we can 6dc286c8-5ca6-4524-96fe-ce0b4e8fa98a/1529-4 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.