Saturday, April 14, 2007
The Alaskan pipeline
Tuesday, April 10, 2007
Civilization, here we come!!!
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
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
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
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
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
Charge of the Lead Brigade
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
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
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
We reached the airport at
Finally after a loop around the camp, we touched terra firma!!!
Sunday, April 8, 2007
Temperature Inversion
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.
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 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
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
Monday, April 2, 2007
To Bear or not to Bear
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
Fairbanks was actually the home to the 2007 world ice sculpture championship, which was held at the