Tuesday, April 13, 2021

Detecting The Ultra-High Energy Cosmic Rays With Smartphones

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Pujitha Suribhatla

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Detecting The Ultra-High Energy Cosmic Rays With Smartphones

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Global Views 360

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April 13, 2021

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How Cosmic Rays Travel

How Cosmic Rays Travel | Source: NASA

Smartphones have become the most commonplace objects in our daily lives. The unimaginable power that we hold in our hands is unrealized by most of us and, more importantly, untapped. Its creativity often gets misused but one can only hope that it’s fascinating abilities would be utilized. For example, did you know that the millions of phones around the globe can be connected to form a particle detector? The following article covers the CRAYFIS (Cosmic RAYs Found in Smartphones) phone-based application developed by the physicists from the University of California—Daniel Whiteson, Michael Mulhearn, and their team. CRAYFIS aims to take advantage of the large network of smartphones around the world and detect the cosmic or gamma rays bursts which enter the Earth’s atmosphere almost constantly.

What Are Cosmic Rays?

Cosmic rays are high velocity subatomic particles bombarding the Earth’s upper atmosphere continuously. Cosmic ray bursts have the highest energy compared to all forms of electro-magnetic radiation. When we say ultra-high energy particles (energy more than 10<sup>18</sup> eV), we mean two million times more energetic than the ones that can be produced by the particle colliders on Earth.  These rays are thought to be more powerful than typical supernovae and can release trillions of times more energy than the Sun. They are also highly unpredictable as they can enter Earth’s atmosphere from any direction and the bursts can last for any period of time ranging from a few thousand seconds to several minutes.

Despite many theoretical hypotheses, the sources of these ultra-high energy cosmic rays are still a mystery to us even after many decades of their discovery. These rays were initially discovered in the 1960’s by the U.S. military when they were doing background checks for gamma rays after nuclear weapon testing. Cosmologists suggest that these bursts could be the result of super massive stars collapsing - leading to hypernova; or can be retraced to collisions of black holes with other black holes or neutron stars.

How Do We Detect Them?

When the high-energy particles collide with the Earth’s atmosphere, the air and the gas molecules cause them to break apart and create massive showers of relatively low-energy particles. Aurora borealis i.e., the Northern and the Southern lights are the lights that are emitted when these cosmic rays interact with the Earth’s magnetic field. Currently, these particles are hitting the Earth at a rate of about one per square meter per second. The showers get scattered to a radius of one or two kilometers consisting mostly of high-energy photons, electrons, positrons and muons. But the fact that these particles can hit the Earth anytime and anywhere is where the problem arises. Since the Earth has a massive area, it is not possible to place a detector everywhere and catch them at the exact moment.

Energetic charged particles known as cosmic rays hit our atmosphere, where they collide with air molecules to produce a shower of secondary particle | Source: CERN

Detecting such a shower requires a very big telescope, which logically means a network of individual particle detectors distributed over a mile or two-wide radius and connected to each other. The Pierre Auger Observatory in South America is the only such arrangement where 1,600 particle detectors have been scattered on 3,000 square kilometers of land. But the construction cost of the same was about $100 million. Yet, only a few cosmic ray particles could be detected using this arrangement. How do we spread this network around the Earth?

In addition to being cost-effective, such a setup must also be feasible. The Earth’s surface cannot possibly be dotted with particle detectors which cost huge fortunes. This is where smartphones come into the picture.

Detecting The Particles Using Smartphones

Smartphones are the most appropriate devices required to solve the problem. They have planet wide coverage, are affordable by most people and are being actively used by more than 1.5 billion users around the planet. Individually, these devices are low and inefficient; but a considerably dense network of such devices can give us a chance to detect cosmic ray showers belonging to the highest energy range.

Previous research has shown that smartphones have the capability of detecting ionizing radiation. The camera is the most sensitive part of the smartphone and is just the device required to meet our expectations. A CMOS (Complementary Metal Oxide Semiconductor) device is present in the camera- in which silicon photodiode pixels produce electron-hole pairs when struck by visible photons (when photons are detected by the CMOS device, it leaves traces of weakly activated pixels). The incoming rays are also laced with other noises and interference from the surroundings.  Although these devices are made to detect visible light, they still have the capability of detecting higher-energy photons and also low-ionizing particles such as the muons.

A screenshot from the app which shows the exposure time, the events- the number of particles recorded and other properties

To avoid normal light, the CRAYFIS application is to be run during nighttime with the camera facing down. As the phone processor runs the application it collects data from its surroundings using a camera as its detector element. The megapixel images (i.e., the incoming particles) are scanned at a speed of 5 to 15 frames per second, depending on the frame-processing speed of the device. Scientists expect that signals from the cosmic rays would occur rarely, i.e., around one in 500 frames. Also, there is the job of removing background data. An algorithm was created to tune the incoming particle shower by setting a threshold frequency at around 0.1 frames per second. Frames containing pixels above the threshold are stored and passed to the second stage which examines the stored frames, saving only the pixels above a second, lower threshold.

The CRAYFIS app is designed to run when the phone is not being used and when it is connected to a power source. The actual performance would be widely affected by the geometry of the smartphone’s camera and the conditions in which the data is being collected. Further, once the application is installed and is in the operating mode, no participation is required from the user, which is required to achieve wide-scale participation. When a Wifi connection is available the collected data would be uploaded to the central server so that it could be interpreted.

There is much complicated math used to trace back the information collected from the application. The most important parameters for the app are the local density of incoming particles, the detection area of the phone and the particle identification efficiency. These parameters are used to find the mean number of candidates (photons or muons) being detected. Further, the probability that a phone will detect no candidates or the probability that a phone will detect one or more candidates is given by Poisson distribution. The density of the shower is directly proportional to the incident particle energy with a distribution in x and y sensitive to the direction in which the particle came from. An Unbinned Likelihood (it is the probability of obtaining a certain data- in this case the distribution of the cosmic rays including their energy and direction, the obtained data is arranged into bins which are very, very small) analysis is used to determine the incident particle energy and direction. To eliminate background interference, a benchmark requirement has been set that at least 5 phones must detect and register a hit to be considered as a candidate.

It is impossible to express just how mind-blowing this innovation is. As the days pass, Science and Technology around us keep on surprising us and challenge us to rack our brains for more and more unique ways to deal with complex problems. The CRAYFIS app is simply beautiful and it would be a dream-come-true to the scientists if the project works out and we are able to detect these high energy, super intimidating cosmic rays with smartphones from our backyard.

Further Reading

The paper by Daniel Whiteson and team can be found here.

An exciting book “We Have No Idea” by Daniel Whiteson and cartoonist Jorge Cham can be found here.

The CRAYFIS app can be found here.

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February 4, 2021 4:43 PM

The US-Taliban Deal: A ray of hope for the battered Afghans

On 11 September 2001, the attacks on the World Trade Centre and Pentagon in America killed over 3000 people for which Osama Bin Laden, the head of Al-Qaeda, claimed responsibility.. Osama Bin Laden was based in Afghanistan during this attack and was protected by the government of the day which was run by the radical Islamist group Taliban. Even after the repeated demands from the USA government, Taliban refused to hand over Osama bin Laden to the USA. 

George W. Bush, the president of America at that point of time, announced the first airstrikes against Afghanistan on 7 October 2001. As other countries joined in, the Taliban were quickly removed from power and a new pro-western government was installed. The new government, however, was never able to run its writ over the whole country. The Taliban regrouped and started gaining influence in the vast rural areas and continuously attacked the US-led international military coalition as well as Afghan forces. From that point onward, the U.S. and its allies have battled to stop Afghanistan's administration crumbling and to end attacks by the Taliban. 

After more than eighteen years of war in Afghanistan, on 29 February 2020, the United States and Taliban signed a peace deal which was the first step in ending the war. The agreement was signed in the Qatari capital Doha between Talibani political chief Mullah Abdul Ghani Baradar and U.S. special envoy Zalmay Khalilzad. The U.S. Defence Secretary Mark Esper said that signing of the accord would be a good step to end the war, the road ahead would not be secure. There would be a full withdrawal of all U.S. and coalition forces from Afghanistan within 14 months since the signing of the deal. The Taliban promised to cut ties with Al Qaeda and keep fighting the militant Islamic State group.  

What is in the peace agreement?

The peace agreement was signed after nine rounds of discussion and it contains four main points: cease-fire, withdrawal of foreign forces, intra-Afghan negotiations, and counter-terrorism assurances. 

  1. Cease-fire: The negotiators agreed to a temporary reduction in violence. They said that a permanent and comprehensive cease-fire will be an item on the agenda of the intra-Afghan dialogue and negotiations. 
  2. Withdrawal of foreign forces: Within the first 135 days, the U.S. will reduce its troops in Afghanistan from roughly 12,000 to 8,600, along with the allies of the U.S. also withdrawing their forces proportionately. If the Taliban follows through all the commitments that in the peace deal, all the U.S. troops along with the allies' troops will leave Afghanistan within fourteen months. 
  3. Counter-terrorism assurances: The United States invaded Afghanistan after the 9/11 attacks, mainly to eliminate the threat of terrorism and halt terrorist activities in the country. As a part of the agreement, the Taliban guaranteed that Afghanistan would not be used by any of its members or terrorist groups to threaten the security of the U.S. and its allies. 
  4. Intra-Afghan negotiations: The reason behind the intra-Afghan talks is to bring together negotiators from the Taliban and Afghan government. The peace deal also calls for an exchange of prisoners before the intra-Afghan negotiations. The intra-Afghan talks which were supposed to take place in March 2020, have been delayed. 

Challenges to the peace deal

While this deal can be seen as a stepping stone towards a more comprehensive agreement, many difficulties may come in the way. 

The United States and the Taliban had consented to the arrival of up to 5000 Taliban prisoners in return for up to one thousand Afghan security forces. However, the Afghan government said that it had not agreed on such an exchange. The process can become difficult due to a weak central government along with ethnic, tribal and sectarian differences. At the same time, many people say that the Taliban has gotten more than it gave up. 

Through the deal, the Taliban got their primary wish: removal of American troops from Afghanistan. Yet, they had failed to be specific about the civil rights that they had repressed when they were in power. The insurgents pledged to keep international terrorist groups like Al Qaeda from using Afghanistan as their base for attacks. 

The United States promised to work towards the gradual removal of Taliban leaders from the sanction blacklists of America and the United Nations. At the same time, the experts say that the Taliban is stronger than ever at this point. It controls many districts throughout the country and continues to launch significant attacks including in Kabul and on Afghan security forces. 

The peace process is also faced by the problem of the illegal drug trade. According to Afghan officials, more than 20 terrorist groups still operate inside the country, which is another threat to the deal. By signing the agreement, the U.S. and the Taliban state their commitment to reduce violence and not attack each other. What remains a worry is how much and how long the Taliban will hold fire on Afghan security forces before the cease-fire is finally reached in Afghan negotiations.

Sources that were used:

  1. https://www.nytimes.com/2020/02/29/world/asia/us-taliban-deal.html
  2. http://diplomatist.com/2020/05/16/us-taliban-peace-deal-and-its-implications-for-central-asia/
  3. https://www.aljazeera.com/indepth/interactive/2020/02/war-afghanistan-2001-invasion-2020-taliban-deal-200229142658305.html
  4. https://www.bbc.com/news/world-asia-51689443
  5. https://www.dawn.com/news/1529415
  6. https://www.cfr.org/backgrounder/us-taliban-peace-deal-agreement-afghanistan-war
  7. https://www.aljazeera.com/news/2020/02/afghanistan-taliban-sign-deal-america-longest-war-200213063412531.html
  8. https://www.dawn.com/news/1537384
  9. https://www.washingtonpost.com/context/u-s-taliban-peace-deal/7aab0f58-dd5c-430d-9557-1b6672d889c3/?itid=lk_inline_manual_3
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