Saturday, April 2, 2016

COMET Topography Workshop 31/3/2016 – 1/4/2016

The COMET Topography workshop just completed (31/3/2016 – 1/4/2016) with great success. It was hosted by the Oxford University Earth Sciences and ably lead by Austin Elliott (also active here: @TTremblingEarth). John Elliott, David Mackenzie, and Zhou Yu made important contributions. Professors Barry Parsons and Rich Walker provided oversight. I had a great time helping out with the workshop. It was great fun to share our enthusiasm for high resolution topography and to represent and present OpenTopography to the esteemed group of mostly earthquake faulting and volcano scientists.

The workshop emphasized topography produced from photogrammetric methods. The first emphasis was on more traditional photogrammetry applied to relatively high resolution space-based bi- or tri-stereo imaging (e.g., SPOT and Pleiades). The software of choice was ERDAS Imagine with its Photogrammetry Suite. I enjoyed learning more about this technology and these data which the Oxford team among others has been using with great success for characterizing active faulting.The second emphasis was on Structure from Motion--something I have some more experience with. It was great to see the strong interest and burgeoning expertise among the various participants as they apply this methodology with ground and UAV-based images to a range of faulting and volcanic problems. The OpenTopography workshops over the last couple of years have featured SfM as well (with great contributions from Ed Nissen). I got a good primer on georeferencing and networked SfM.

The workshop agenda is here: link.

See also this nice blog post about the workshop: link.


The group photo. Sunny moment in Oxford; lots of great scientific power here and a fun lot too! Photo by David Sandwell (Oxford University).


Introductory science motivations: "Sharpening our view of earth processes with high resolution topography". Photo by David Sandwell (Oxford University).

Sunday, January 31, 2016

Short Course just completed: Imaging and Analyzing Southern California's Active Faults with High Resolution Topography

We just completed our most recent OpenTopography short course: Imaging and Analyzing Southern California's Active Faults with High Resolution Topography. The course was sponsored by The Southern California Earthquake Center, UNAVCO, EarthScope, and OpenTopography. It was a pleasure to work again Chris Crosby and Ed Nissen and many thanks to Alana Williams (along with Jessica Sutton, Barrett Salisbury, and Gayatri Marliyani) for the local logistical support.

Nice montage put together by Barrett Salisbury for the course advertisement.

We had 90 applications for just 34 slots, so we emphasized early career scientists (mostly graduate students), and research in Southern California given SCEC's sponsorship. We hope to run another course soon (April 2016?) to catch up a bit more with the demand. It was wonderful to meet new people and share our enthusiasm for high resolution topography!

Students hard at work in the computer lab--Ed Nissen at the controls.

New: We recorded some of the talks. I made a summary playlist of my talk as a test. The audio is not great, but it is a summary motivation for the meeting: Sharpening our view of earth processes with high resolution topography

Summary write up for EarthScope newsletter but of relevance here too:

High resolution topographic data has become an important tool for earthquake scientists to make detailed observations and model surface evolution. Within the last decade, several efforts have been made to collect high resolution topographic (HRT) data for active faults (e.g. The B4 project, EarthScope, and numerous National Center for Airborne Laser Mapping--NCALM and USGS projects). These datasets are freely available online through OpenTopography, a NSF funded data distribution portal. The active faulting community has taken great interest in these exciting datasets, using them to generate new and important insights into earthquake processes in Southern California and elsewhere.

The EarthScope program supported the acquisition of several thousand square km of high resolution topography from lidar along active faults of the western US. The target areas included Northern, Southern & Eastern California (everything not already covered by the B4 project along the San Jacinto fault and southern San Andreas Fault; Prentice, et al., 2009), Yakima (Washington), Alaska (portions of the Denali rupture and Totschunda fault--see figure), and the Intermountain Seismic Belt (portions of the Wasatch Fault and Yellowstone). These data have been invaluable for studying deformation processes in a complementary mode to the fault zone drilling, geodetic, and seismological observatories of EarthScope.

Reference:
Prentice, C. S., Crosby, C. J., Whitehill, C. S., Arrowsmith, J R., Furlong, K. P., Phillips, D. A., GeoEarthScope LiDAR illuminates northern California's active faults, EOS Transactions of the American Geophysical Union, v. 90, no. 7, p. 55, 2009.

Monday, November 2, 2015

Links and commentary on earthquakes 11 km NE of Black Canyon City, Arizona (~11:30 pm local time; November 1, 2015)

At least 3 earthquakes (M3.2, M4.1, M4.0) occurred last night 11 km NE of Black Canyon City, Arizona (I am sorry to have missed being at a NASA meeting in Washington D.C.!). It was widely felt across central Arizona including greater Phoenix (USGS' Did You Feel Ithas >4800 responses by 3:30 am). USGS estimates 4.6M people were exposed to weak shaking.

The sequence began with a M3.2 at 8:59 pm (foreshock). The M4.1 mainshock occurred at 11:29 pm within 2 km of the foreshock. 20 minutes later and 4.6 km SSW the M4.0 aftershock occurred. An M3.1 event occurred in the area Fri May 08 2009. There are no mapped active faults nearby but the roughly north-south orientation is consistent with the bedrock geologic structure in the area and note the mapped active faults to the east (Horseshoe, Carefree, and Sugarloaf--all similar orientation


PDF of above map


Seismogram recorded at ASU processed by John D. West. PDF of above


Seismograms recorded at ASU processed by John D. West. PDF of above

There is a very cool large landslide near to Black Canyon City (see this post), but the earthquakes and landslides are not associated. I would think that the slide was shaken enough to move, and certainly the steep slopes of the region should have produced some rockfalls and other mass movements from this earthquake sequence.

Here are some links for the event:

Here are some links for background on Arizona earthquakes:

Sunday, June 28, 2015

Anniversary of 1992 Landers California earthquake

The Mw7.3 Landers, California earthquake occurred on June 28, 1992 (USGS page). It is known for a number of interesting features including significant foreshocks and a complex multifault rupture. I was very much interested the surface rupture pattern and had the good fortune of responding quickly to the event with Dallas Rhodes as well as my fellow graduate students. To be there right after the event (in the rather hot summer Mojave Desert) was very exciting. We worked along the Emerson Fault (northern portion of the rupture).

Many colleagues studied the event and lots of cool and important papers were written. I won't summarize all here. I will link to a few and mostly emphasize our geomorphic studies of the rupture along the Emerson Fault.

The main summary paper put together shortly after the event is Sieh, et al., 1993. A structural interpretation of the Emerson Fault deformation is in Aydin and Du, 1995. The McGill and Rubin, JGR, 1999 paper is really cool with some pretty mapping, data synthesis and some cautions about interpreting single event offset data among other things. Here is a video panning along their rupture map:

Here is the mp4 of that video.

Our detailed fracture mapping has not been published in detail. I summarize some of what we did logistically in this document about surveying (scroll to the end). Here is a compilation of the mapping (click to see bigger):

Dallas Rhodes and I were really interested in the potential to study the original forms and initial and ongoing modifications to the remarkable scarp that formed along the Emerson Fault. We set up a survey network and took many pictures along the rupture. We have revisited the site many times over the years to resurvey, describe, and photograph. A description of the initial changes was the first chapter of my dissertation and my first published paper as first author: Arrowsmith and Rhodes, Bulletin of Seismological Society of America, 1992. Here is a link to a series of annotated photographs in which I wondered if there were multiple senses of motion along the fault surface. Here are some kite photos of the site in 1998. In 2008, we laserscanned the site. Those data are also among the Terrestrial Laser Scanner data on OpenTopography. And, in 2012, we flew some cameras from a balloon over the site and were able to produce some nice 3D models:

Here is the mp4 of that video. This blog post has some more. And, the Johnson, et al., 2014 paper does a nice job of comparing Structure from Motion data (2012) and the 2008 TLS.

I put together a powerpoint on some of the fault scarp work on the Emerson Fault here (video link to lecture) as part of a series of active tectonics lectures. The Haddad et al. 2012 Geosphere paper presents some of the updated work at the site. More to do!

Saturday, June 20, 2015

Black Canyon City Structure from Motion UAV results

The Black Canyon City landslide (BCL) is a spectacular deep seated structure located northeast of Black Canyon City, Arizona. It does not appear to pose much harm to structures etc. but it is an interesting feature worthy of study. Such examinations are useful for understanding the geologic setting under which they develop (in this case bedded Tertiary rocks and good local relief), appreciating the potential contributions to the landscape evolution in the area with a similar setting, and for characterizing the underlying structural processes.

Figure 1. Google maps of the Black Canyon City landslide area.

I was first introduced to the BCL in the late 90s by Nick Priznar from Arizona Department of Transportation and then Phil Pearthree (Arizona Geological Survey) and I taught an Advanced Field Geology class together with one weekend focused on it. Lee Amoroso (USGS) also contributed significantly I subsequently used it in Geomorphology courses over the years (e.g., picture of group having lunch in crestal graben). Link to old pages. David Haddad worked for AZGS and contributed to mapping the quadrangle that contains the BCL:
Ferguson, C.A., Haddad, D.E., Johnson, B.J., Guynn, J.H., Spencer, J.E., and Eddy, D.L., 2008, Geologic map of the east half of the Black Canyon City 7 ½' Quadrangle and the west half of the Squaw Creek Mesa 7 ½' Quadrangle, Maricopa and Yavapai Counties, Arizona: Arizona Geological Survey Digital Geologic Map DGM-64, 1 sheet, scale 1:24,000, with 27 p. text.

Hurien Helmi is working with me on an M.S. degree and he has chosen to focus on the BCL which should be really great! As part of Hurien's work, we have wanted to produce high resolution maps of the BCL. Hurien has done some work with our balloon systems, but the BCL is in a fairly windy place and thus it has been a bit of a struggle to get good results. Yesterday, we went to the BCL with Professor Srikanth Saripalli our SESE colleague and flew a drone there with good results (hence the topic of this blog entry). I want to summarize the results of the Structure from Motion results from the trip. Stay tuned for Hurien's careful work. This effort is also part of a project with JPL colleagues exploring the power of structure from motion with applications to topographic mapping from space (GAZING).

Sri bought a new DJI Phantom 2 Vision Plus and we used it along with the PIX4D app running on his phone. It worked quite well in that we were able to fly for effectively 15 minutes on each of two batteries (about 10 minutes of mapping time--as indicated in the app).

Figure 2. Overview of the three missions presented as hillshades computed from 0.1 m per pixel digital surface models.

Along with the field acquisition challenge, I wanted to see the differences in results from two main pieces of Structure from Motion software: PIX4D--for which Sri has a license--and Agisoft Photoscan--with which my students and I have more experience (and for which we have a license). In this presentation, I will only show the results from Agisoft Photoscan given their cursory nature. I computed 3D models and present short videos of the texture mapped meshes from Photoscan below as well as a few screen captures. Very importantly, the 3D georeferencing only comes from the GPS tags in the original jpgs from the Phantom!. In addition, I computed digital surface models (DSM) from the models and exported 10 cm versions as geotiffs which I loaded into ArcMap and computed hillshades and cut a few topographic profiles. Aside from the topographic tilt and some other georeferencing issues, the results are impressive for a relatively low amount of effort. It seems that the software can manage the fisheye lens view from the Phantom's camera.

Mission 1 (10 minute flight 80 m above launch point): We covered the toe area of the slide in mission 1. The results are pretty good aside from a gap in the coverage.

Figure 3. Mission 1 overview. Camera positions are indicated as blue rectangles (used). The "lawnmower patter" is evident.
Figure 4. Mission 1 texture map 3D view.
3D visualization of mission 1 coverage

Mission 2 (4 minute flight 40 m above launch point): We made a small flight over the toe area where there are clear fault scarps associated with deformation of the slide (as well as significant fissuring and collapse features).

Figure 5. Mission 2 overview. Camera positions are indicated as blue rectangles.
3D visualization of mission 2 coverage
Figure 6. Toe area DSM. Topographic model shows toe scar well but the whole model has a northwestern tilt due to the simple GPS control on the images for georeferencing.

Mission 3 (11 minute flight 80 m above launch point which is only about 20 or so meters above the upper portion of the slide): We moved up to the slide body and flew over the extensional system at the head of the slide. Note some images were not used (dots in the camera locations from Photoscan)

Figure 7. Mission 3 overview. Camera positions are indicated as blue rectangles or dots (not used?).
Figure 8. 3D views over textured mesh of upper portion of slide.
3D visualization of mission 3 coverage
Figure 9. Upper portion of the slide DSM. Extensional features are quite evident with 10 m deep troughs. Georeferencing is ok.

Sunday, June 7, 2015

OSL-Thermochronometry progress

In the mid 2000s, I worked a lot in the Tien Shan of Kyrgyzstan with numerous colleagues and friends including Andrey Korjenkov, Ernes Mamyrov, Irina Povolotskaya, Chris Crosby, and Benny Guralnik. These were great times. Benny had joined my team for a summer and we worked together in California and in central Asia. He was a great member of our group: so friendly and also so smart and motivated. He also is a very generous person.


Benny and me in the Tien Shan

Benny went on to do his Ph.D. at the Department of Earth Sciences, ETH, Zürich, Switzerland. He has completed his work and now has a new paper out in Earth and Planetary Science Letters :
Some like it hot http://www.sciencedirect.com/science/article/pii/S0012821X15002812 - new method enables to reconstruct underground temperatures on timescales of human activity (10,000-100,000 years) and could potentially contribute to better use of geothermal energy, or to safety assurance of nuclear waste disposal. Article OSL-thermochronometry of feldspar from the KTB borehole, Germany.

Congratulations Benny!