Saturday, April 14, 2007

The Alaskan pipeline

Melanie took me down to the Alaskan pipeline today, which is one of the points of interest here at Fairbanks. We drove past North Pole (This is a town close to Fairbanks, with a "real" Santa Claus and his reindeers. The idea was to boost tourism through kids who could meet Mr. Claus) to reach the look out point for the pipeline. The pipeline runs all the way from Barrow to Val Deez through Fairbanks. At Val Deez, the crude oil is shipped to places on the West Coast for refinement. The refined oil is then imported back into Alaska for consumption. So with all this transportation, gas in Alaska is as costly as any other parts of the country.

Tuesday, April 10, 2007

Civilization, here we come!!!

We caught the flight back to civilization at 12:45 pm on the 10th of April, ending the short stay on the ice camp.Since we were busy collecting data for our analysis back at Delaware, Stepanie packed us a lunch of hamburgers, French fries and chips for our trip back to Fairbanks (that is the most important box that I am carrying)
On the whole, the entire experience was really amazing and I hope I can get another chance to spend a slightly longer time on the camp.

AUVs and divers

This was part of ICE 101 and the final pit stop was the diving rig. The rig was situated close to the active zone and measurements were being made using an Autonomous Underwater Vehicle (AUV) from a company called GAVIA. The device is released into the water (Picture by Robert Harris) and the various sensors present collect data regarding the keel of the ridge once everything is accomplished, the vehicle would return "home"The first release for data collection went well but on its return journey it got stuck in a keel. To finally get it free, they had to release weights along the rope to which the AUV was tethered and pull it down from the keel. During this extraction, the GPS sensor and the central control was slightly damaged, which is what is being repaired by Richard and Martin.In some cases, the AUV could get stuck pretty tightly and that would require divers to get in to the water so as to shake it loose. When it comes to getting wet, a lot of precautions need to be taken. Typically, the water under the ice is at -2F while the air is at -20F, so any water freezes up when it comes in contact with the air. To handle all these, the divers actually wear a suit (the red suit in the picture) that has an air insulation layer over and above the regular deep sea diving attire. This combination suit protects the divers from the severe cold temperature.
There is also a "prep-hut" (the wooden box to the right) where the divers prepare themselves for the dive and after the dive thaw themselves back up. The prep-hut is maintained at a pretty high temperature for getting the divers ready for the dive.I did not see any divers take a dive but even if i had done, i would not have been able to capture it on camera. Moving the camera into the divers tent, from the low temperature outside, fogged up my lens and ruined many of my pictures. It finally cleared out after a couple of hours and then i was back at digitizing the camp.

ICE 101 - Cryosphere Analysis

Course Description: This is an upper level graduate and post doctoral level course (Mani and Scott being the only graduates and others being far more advanced), intended to give an idea of the various aspects of sea ice. In this course you will be given hands-on description of various kinds of ice and also have a chance to visit locations with different deformations. The lab section would be held in tandem with the lecture class. As part of the lab section, you would have a chance to play around on the ridges, drive the ski-doo and sit on a sled and go bumpity-bump-bump. BE SURE TO DRESS WARM!!!
Instructor: Jackie Richter-Menge
Co-Instructor: Bruce Elder
Class Hours: 8:30 am - 11:30 am, April 10th, 2007
Location: On the ice camp (within a 2 km radius)
Office Hours: Maybe at CRREL, Hannover, but only by appointment...
Textbook: Through word of mouth, so be sure to take notes since these things will not be repeated
Lecture 1: (Personal notes, I am not taking any chance when it comes to the final exam!!!) The first class covered the different types of ice. The first year ice which had a more flattened structure and the multi year ice which was composed of an undulating surface. The landing strip was located on the first year ice for that specific reason. When an ice splits apart and drifts, it is a lead. When ice crashes into each other create ridges. There are two specific types of ridges 1) Compression ridge 2) Shearing ridge. The Compression ridge is created when the floes there is head on collision while the latter is due to floes scraping each other in opposite directions. Typically there is a lot of structure when it comes to shearing ridge while compression ridge ends up in a big pile of cauliflower kind of structures.
Lecture 2: From the ridge area, we went down to a shearing ridge for the labs :-) where we observed stalactites of brine which had gotten frozen as they tricked through the ice. One of things that you notice is the interspersed leads and ridges located all over the lab area. In many cases, leads drive right into a ridge dissipating their energy and you will notice a brand new lead taking of in a totally different direction from the ridge. Lecture 3: The visit to the Diving hut, for which i shall have to devote a blog altogether!!!

Water, water everywhere not a drop to bathe

Having a bath is such a luxury on the camp. It is ironical that you are staying on a frozen sheet (s) of water and getting water for a bath is a pretty tiresome endeavor. The first thing that has to be done is to go to the ice mine and dig up ice. After some intense labor, you can get a couple of multi year ice that you collect in troughs and bring it to the kitchen. Depending on your frame and predicted duration of your bath, that could easily be a couple of trips to the ice mine.
Once the ice is collected, the next stage is to actually melt them in a large pan in the kitchen. This could take an hour or two. Then comes the fun part, where you pour the hot water into the "2-stroke engine" and using the piston you pump the water through the faucet (picture below) . The water in the device can give you a nice supply of hot water for 15 minutes which is the maximum duration that a bath could be.
So you spend 2 hours collecting ice, 2 hours melting the ice and you get a 15 minute shower; a totally useless investment...and surely not a daily affair. It was funny because anyone who had taken their bath would hit celebrity status for that day on the camp, talk about being famous for at least 15 minutes!!! (The pictures were taken Robert Harris)

Ice Rush a.k.a Gold Rush of the North

Despite being on a frozen sheet of water, water for consumption was a commodity that required significant amount of labor. The picture below shows an ice mining pit, where the ice-miner would chip out crystals using pick axes. Only the crystals that would give him/her the best value for money were collected in a trough and taken to the market for sale and consumption. If the market is good, the ice miner might be able to make his ends meet, and get a nice shower. Otherwise it is back to the mines, where he/she must try again and again and again...
Many a times, the exhausted miner has to give up any hope of finding the elusive crystal and settle in the hope that tomorrow would be a better day, and the bath was a possibility.By the way, I was just trying out the macabre tone of writing. All you kids out there, it is not that bad. Ice crystals are always available with a few chips into the ice mine and fresh water was plentiful while we were at the camp. The sign on the camp was interesting and later it struck me as to why i had not seen a single polar bear. The sign explicitly disallowed polar bears to come anywhere near the camp. And all the while i thought it was my 4 hour shot gun training....

Monday, April 9, 2007

Dinner on Ice

The mess hut was stationed at Bellagio and I can't believe that there can be a kitchen, as well stocked up and complete, in no man's land. Everything was available, right from the microwave and a food processor down to the forks and spoons. The camp chefs, Victoria and Stephanie, did such an amazing job and supposedly, they had never repeated a menu for lunch and dinner during the entire 15 day camp. That in itself is an accomplishment, since I have a repeat rate of 5 days when I cook dinner (Dhal and rice typically show up on the dinner table within 4 to 5 days) For dinner on the 9th , we actually had a pretty sumptuous dinner of Chicken pesto , green beans and baked orzo. And to top it all off, Stephanie had baked us a nice carrot cake for our arrival at the ice camp. Now that is what I call a red carpet treatment!!!

Charge of the Lead Brigade

First year ice to the left of them,
Multi year ice to the right of them,
The solitary lead in front of them,
Frozen and shatter'd
Storm'd at it with a staff to tell
that boldly we rode and well
Into the lead so swell
Rode did we, the lead brigade
Adapted from "The charge of the light brigade" by Alfred Lord Tennyson but modified by me for specific purposes!!!

"Search and Rescue" of the missing buoy

One of our first missions, right after reaching the camp, was to join Cathy on a search and rescue mission of a missing buoy. The buoy was deployed within a 2km radius from the camp but it was no where to be found within that distance and since the buoy did not have an RF transmitter, it was impossible to track it, other than by sight. So,thus began our chopper exercise, a pretty expensive affair (gas cost is 12$ per gallon and I am not sure how much we might have used for the 1 hour flight) for finding the buoy. Nevertheless, the chopper ride was cool, flying at a couple of 100 feet from the ground. The best part was the in-place hovering of the chopper, while the next direction of search was being planned (The first two images are taken by Scott).
But by the end of the hour, the circular flight pattern that was being executed by the chopper had got me pretty woozy and was pretty happy to reach land.
Despite all our attempts, we could not locate the buoys. But later we heard that the dynamics at the camp was so strong that, instead of the typical 2km drift, the buoys had actually traveled 7km away from the camp.

The silent beatitude

Lo and behold, I saw the ice camp yonder,
like a child sleeping in its mother's bosom;
The tiny whiffs of smoke
masking the gentle undulations of breath.
The placid tunes of the generator,
singing soft lullaby, whilst it slept.
Should I land the Cessna now,
lest I wake it and bring forth all the clamor

- From the collection of works "Poetry is just chopped-up prose" by Mani Thomas :-)

Finding Neverland - Into the ice camp

So I am finally back from the most amazing trip I have made till now. I felt I should pen this for the less fortunate souls who may never manage to go there...:-) I cannot claim to have been there since our stint on the ice camp was short, actually really short. Nonetheless, it was a trip to the most fascinating part of this planet. Over the next sequence of blogs I shall try to relive the experience for you lesser mortals....;-)

Our flight from Fairbanks to Prudhoe Bay was at 9:06 am with the Boeing 737 having pretty much a clear flight all the way through. We stopped at Barrow (the picture below is the Barrow airport), the northern most tip of USA and the same flight continued onto Prudhoe Bay.
We reached the airport at Prudhoe Bay at 12:40 pm. At Prudhoe, we went over to the ERA hanger from where we caught our twin otter (10-seat Cessna) to our location on the ice camp. There were only 4 passengers on the flight, with a snow mobile and huge drum occupying the remaining section of the plane. The cruising altitude for Cessna was about 5000ft and the whole trip took about 1.5 hours. The only thing that strikes you about Prudhoe from "up above the world so high" is the criss cross of oil pipelines. I noticed only a single road but atleast 20 to 30 pipelines.
Finally after a loop around the camp, we touched terra firma!!!

Sunday, April 8, 2007

Temperature Inversion

This phenomenon is observed in lots of places but this was the first time I realized that it actually had name associated with it. Temperature Inversion is the condition where the temperature increases with altitude, instead of decreasing. Due to this, it is warmer to stay on the hills rather than the valleys.
One of the reasons that temperature inversion occurs is because warm air gets sandwiched between the cold air at very high altitudes and the air that is in close proximity to the cold surface. Thus a profile of temperature against altitude would show that the slope of the curve inverting as it goes from cold to warm to cold. The most common observation of temperature inversion is the steam rising from houses tends to form a horizontal layer of smog instead of rising all the way up.

Into the gory details

I thought of only including details about the "cool stuff", but when some people started asking me if this whole thing was just a paid vacation, I had to step back and say "hey" it wasn’t all play and no work. This is where I pay the bill, in cash, for the "paid vacation" part of the whole trip. And as stated in most textbooks, this blog can be safely skipped without any break in the other sections... :-)

When we look at the use of satellite imagery, one thing that is seen is that typically these images are used in a "post processing" context rather than as a "real time" tool. During the field campaign, researchers deploy a number of sensors at the scene and during the post processing stage, the data from the sensors and the satellite images are analyzed so as to predict changes occurring at the location. The use of the imagery as a near real time application is limited mainly because of two reasons. The first is due to the low polar orbital repeat rate, which defines the rate at which the satellite would approximately cover the same position twice. This is usually around 1~3 days, which implies that any deformation that takes place at a frequency that is greater than 1~3 days will not be observed between an image pair. The second obstacle lies in the computational and storage requirements that are needed to handle the images (the typical size of an image from the SHEBA data set is approximately 250 MB, 15000x15000 pixels at 50m/pixel resolution). This mismatch between the high spatial resolution but low temporal resolution makes any form of real time processing difficult.

The deformation, or the motion, that take place in sea ice have certain unique characteristics such as the presence of large discontinuities, where the ice floes (a single piece of ice formed on the surface of an ocean) move apart creating "leads" or crash into each other creating "ridges". This kind of motion can actually be classified as a piecewise linear motion where each individual piece has a linear motion but the overall picture is that of a non rigid deformation. This is much like observing a human limb in motion, where each segment undergoes rigid motion but the motion of the limb on the whole is considered non rigid. The presence of this large, discontinuous non rigid motion causes many algorithms to fail when applied on the images of sea ice. To handle this kind of motion, I developed a robust motion estimation algorithm that was found to be extremely efficient and accurate. Unlike the typical products that are currently available that provide a resolution of around 5 km, this algorithm was able to capture motion at a 400m resolution, which is an order of magnitude greater than what is currently available. The preliminary prototype of the algorithm was arrived at during my Masters research and it was significantly modified to handle high noise and discontinuous motion efficiently and accurately. This was the algorithm that was applied to compute a near real time data product for the APLIS ice camp.The primary goal for the data product obtained from the algorithm was to identify regions of activity (leads/ridges) and to transmit this information to the researchers stationed on the ice to perform ground truth stress measurements. With this localization, researchers had the ability to deploy the stress buoys at the location with maximum activity, thereby obtaining ground truth measurements of the stress taking place in the ice for model validation. The activity was estimated using the high resolution motion field by computing invariant characteristics, such as shear. This allowed us to observe the deformations that were taking place in a 200km x 200km region around the camp and to describe locations where the activity was significant.

Description of the project

The original prototype was developed in Matlab but it was not computationally efficient though it provided us with the means to test and debug the entire estimation procedure. In order to handle the computational efficiency of the algorithm, we developed the entire system in C/C++. One of the important things that we did was to provide a high level design description of the system that we were designing using UML. This, I believe, was an important step, since it gave us a picture of the various interactions between the modules and also provided a high level understanding of the whole project. The UML modeling was done using the StarUML toolkit and the use case description for the project is shown below.

Most of the pieces were built in a bottom-up fashion starting from the motion estimation module. The motion estimation module was essentially translated from my Matlab implementation to C/C++ using the OpenCV library. One of the biggest difficulty was in handling map projections (how do we represent a point on the planet as a point in an image?). After considerable struggle, I managed to get the mapx library to perform vector projection of the buoy positions. Raster projection was performed using the ASF convert tool, which converted the CEOS Level 1 satellite image and produced geotiff images under Polar Stereographic projection (the map projection used for this project). The meta-information from the geotiff images and the projected buoy positions was used to extract the image at the camp location.

To provide for interaction between the various modules, I used Python and Matab scripts. The GPS positions from the buoys were obtained as an email and Python was used to parse them and to project them into Polar Stereogrpahic Coordinate system. Python was also used to pull images from the ASF ftp site, to perform map projection of the images and compute motion. These processing was scheduled to run at specific times through out the day using Pycron, a cron substitute for Windows. Once the processing was completed, Matlab was used to draw the maps and to generate the HTML/Javascript web pages that could then be sent to the researchers
(The results can be seen at http://vims.cis.udel.edu/~mani/SEDNA)

Friday, April 6, 2007

GI and IARC

The Geophysical Institute (GI) is an internationally acclaimed research institute that was setup to study various geophysical aspects of the earth. Research work at GI ranges from solar activity to high latitude studies. The institute also hosts the Alaska Satellite Facility (ASF) where images from ERS-1, ERS-2, JERS-1, RADARSAT-1 and ALOS are archived and distributed for researchers all around the world.
The International Arctic Research Center (IARC) is another leading research institute, with the majority of the research concentrated on the Arctic Ocean. Most projects, like the APLIS 07, attempt to provide a better understanding of global climactic change.

Thursday, April 5, 2007

Musings on mushing

I finally managed to go to the Sun Dog express and get a taste of dog mushing. Out here, where the winters can be long and the nights pitch dark, Mushing is a big hobby for many people. Some people own up to 40 to 50 dogs which they train for mushing contests. In my case, it was more of sitting in a sled (the second image is more of a publicity stunt....) and being pulled around a frozen lake by a pack of 5 dogs - Deadly and Percy (lead dogs), Esther (swing dog) and Cheena and Yukon (wheel dogs).
The most surprising aspect of the mushing is the silence once the sled is in motion. Despite the barks and yelps while in the dog yard, sleddogs switch off into complete silence once they are given the "go". So when I was on the sled, the only sound I could hear was the movement of the sled and nothing else.
Most sleddogs can typically pull up to 250 pounds and they are extremely efficient in conserving energy, which is why they are absolutely quiet when they are "at work". These amazing animals can actually work themselves to death and it is actually upto the owner to recognize this and give them a break...

Permafrost

Permafrost is something that is typically found in high latitude areas, with approximately one-fifths of the earth’s land mass containing them. Permafrost is any soil that has remained permanently frozen for at least 2 years. In fact, due to the presence of permafrost, there are (supposedly) only 7 naturally occurring species of plants in Fairbanks. The most common ones being the Birch and the Black Spruce, with the black spruce being the only plant that can actually survive permafrost (The picture shows the black spruce towards the left and birch towards the right). The presence or absence of birch can actually be used as an indicator of the presence of permafrost soil. Due to the permafrost, architectural construction is actually very tricky out here, with possible instabilities in the foundation if proper surveying is not undertaken. Many cabins in Fairbanks are maintained on stilts, so that the houses do not sink when the upper layer of the permafrost melts. Due to the arid climate and the presence of permafrost, many people live in “dry cabins”, with no hot water supply coming into the house. With an 8-month long harsh winter, setting up and maintaining hot water conduits is more expensive than getting hot water into the houses. So essentially, most buildings around the UAF campus have restrooms with attached showers for people to use. This was something that I first noticed and without knowing about dry cabins, I thought it was for people who got stuck in their offices under heavy snows accumulation. It was only later that I realized that it was not snow but the absence of hot water around town that made showers in offices a requirement.

Monday, April 2, 2007

To Bear or not to Bear

This is something that I should have added a week ago but since the blog never existed a week ago, I will have to add this today. So we had our first Bear Safety Training, which was conducted by Joe Nava at his house on NRA lane. The instructional training was mainly the "dos and don’ts" when traveling in Bear country, which typically would be either the Grizzly or Black in Alaska and the Polar Bear on the ice. According to Joe, Grizzlies and Black are not typically predatory and as long as you do not surprise them, things don’t usually turn sour. An attack usually happens only if the bear perceives an encroachment of its territory. And surprisingly, one of the facts that were stressed out was to stay your ground if charged by a Grizzly. Many a times Grizzlies just try to scare you off but if you attempt to run, predatory instincts kick in leading to an attack. So remember, if confronted by a Grizzly stay where you are and do not try to run (btw, I would like to reiterate that neither this blog nor I can be held responsible if you do not take the necessary precautions when in bear country).

The lecture session was followed by a session of understanding and handling of firearms, mainly the 12 gauge Remington pump-action shot gun. The only thing I could think off for all the geeks out there is that the Remington was around the weight of a 14.1 inch DELL laptop. The cartridge is around 1.5 inches and has a single slug made of soft lead. Thus unlike a typical rifle, the soft lead mushrooms upon contact thereby retaining the force of the shot within the object.The first thing that we did was to get a set of ear mufflers (sound of firing can be pretty loud, especially in an enclosed firing range) and goggles (to stop the splinters that might fly out after the shot is fired) before entering the firing range. We luckily had the entire range to ourselves, a group of 8 members who would be packing up our Arctic Gear in a week’s time. Most of them had prior experience in Polar expeditions except me, of course.It started off with dry runs where we had to hold the shot gun, adjust our posture and take fake shots at a poster of a big grizzly bear with the heart and lung marked out. For the actual firing, Joe moved the target all the way to very end of the firing range (about 50 feet away). We were asked to load 3 cartridges and once we were ready, he started moving the target forward towards us. The requirement was to fire 3 shots by the time the target was within 10 feet away. The first shot, that I took, was like a tuning machine struck and held inside my brain, with a massive recoil. With each shot being fired, my body posture (should be bent forward) was out, the gun pointed somewhere along the direction of the target and that stupid sound kept echoing in my brain. This was despite having used an ear muffler!!! I don’t think I want to know how it would be without it.

So finally after three shots, we were given back the poster as a souvenir and to top it all off, I also got a certificate stating that I had been instructed in using fire arms :-) For a guy who has never ever fired a gun before, I shot 2 bears (check out the carcass!!!) that were approaching me from a distance of 50 feet, and I didn’t flinch… :-)

Ice Sculptures

One of the most amazing things that you get to see every-which-where at Fairbanks is ice sculptures. I did see a couple of really nice ice sculptures around campus, like this sentry to the Museum of the North, the bear guarding the thermometer and the globe in front of the Geophysical Institute
Fairbanks was actually the home to the 2007 world ice sculpture championship, which was held at the Ice Park. Unfortunately, I could not make it there this time and as I browse through the pictures (http://www.icealaska.com/), I know I missed something really amazing. Hopefully, there will be a next time...

What’s in a name…

The first question anyone would ask might be “How in the world, did he come up with the blog name?!!?” It looks pretty convoluted, which I certainly will not deny. I knew I had to show the actual distance of Beaufort Sea from Bangalore but also the fact that Beaufort Sea was 200 miles to the North of the Arctic Circle. Hence this weird nomenclature of using the latitude of Bangalore (12.970214° N 77.56029° E) and the latitude of Beaufort Sea (72°01′40″N, 137°02′30″W). I know I did round up the values but that was the only way I could make it succinct enough but still within the ballpark estimate.