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An ancient tomcat skeleton is found along the Silk Road
The discovery pushes back humanity's history with domestication.
- Until now, it was thought that cats weren't domesticated in Central Asia until much later.
- The completeness and details of the skeleton suggest it was someone's pet.
- Isotopic examination reveals a high-protein diet most likely provided by caring humans.
Piecing together history through archaeology is inherently sketchy. Clues that tell a complete story could be anywhere — so much depends on the artifacts that just happened to have been found. It's a credit to archaeologists' knowledge and imagination that they've been able to piece together as much about the distant past as they have.
The recent discovery of a nearly complete skeleton from 775–940 CE belonging to a house cat living along Asia's Silk Road significantly pushes back humanity's history with domesticated animals. Prior to this find, the domestic Felis catus L. — as opposed to F. l. ornat, the wild steppe feline — according to DNA testing, wasn't seen in the archaeological record of Central Asia until around the colonial period of the 18th and 19th centuries. While the remains of domesticated dogs are commonly found, cats are not, and certainly not specimens that are sufficiently complete. This allows archaeologists to infer much about the individual animal's life story. This cat's story is published in the journal Scientific Reports.
The Silk Road
Image source: Nithid/Shutterstock
The legendary Silk Road was not, its name notwithstanding, a single road. Rather, it was a network of trade routes running across Asia from China to the Mediterranean. It was at its height between 130 BCE (when it was officially established by China's Han Dynasty) and 1453, when the Ottoman Empire closed it down.
While the Silk Road's primary purpose was commercial — the transport of goods across the ancient world — the communities through which it passed were exposed to a rich assortment of distant cultures, and its influence was thus profound. When the Silk Road was shut down, explorers took to the world's oceans in search of new trade routes that might replace it.
One of the many communities along the trade route was the early medieval settlement of Dzhankent, located in Kazakhstan, east of the Caspian Sea. It was populated primarily by a pastoralist Turkic tribe called the Oghuz. The Oghuz were nomads who controlled Dzhankent and ruled the surrounding region until the 11th century.
The Dzhankent cat
Image source: Haruda, et al
The tomcat skeleton was found in Dzhankent, and had apparently been deliberately buried, though there is no evidence of any sort of ritual involved, or even clear grave delineations. Still, the deliberate burial means its bones were well-preserved.
"A human skeleton is like a biography of that person," says lead investigator Ashleigh Haruda from the Central Natural Science Collections at Martin Luther University Halle-Wittenberg (MLU). "The bones provide a great deal of information about how the person lived and what they experienced." In the case of the cat, there were enough remains — its entire skull including its lower jaw, along with parts of its upper body, legs and four vertebrae — to understand quite a bit about its life.
Haruda's team included both archaeologists and DNA specialists. The tabby did not have an easy life, says Haruda, who conservatively estimates the cat was at least one year old at the time of death.
X-ray and 3D imaging of the bones revealed that "the cat suffered several broken bones during its lifetime." Isotope analysis revealed a high-protein diet, and according to Haruda, "It must have been fed by humans since the animal had lost almost all its teeth towards the end of its life."
From an historical point of view, the cat's presence in the Oghuz community suggests a surprisingly early change in the way these people viewed animals. "The Oghuz were people who only kept animals when they were essential to their lives," says Haruda. "Dogs, for example, can watch over the herd. They had no obvious use for cats back then."
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Northwell Health is using insights from website traffic to forecast COVID-19 hospitalizations two weeks in the future.
- The machine-learning algorithm works by analyzing the online behavior of visitors to the Northwell Health website and comparing that data to future COVID-19 hospitalizations.
- The tool, which uses anonymized data, has so far predicted hospitalizations with an accuracy rate of 80 percent.
- Machine-learning tools are helping health-care professionals worldwide better constrain and treat COVID-19.
The value of forecasting<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8yNTA0Njk2OC9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTYyMzM2NDQzOH0.rid9regiDaKczCCKBsu7wrHkNQ64Vz_XcOEZIzAhzgM/img.jpg?width=980" id="2bb93" class="rm-shortcode" data-rm-shortcode-id="31345afbdf2bd408fd3e9f31520c445a" data-rm-shortcode-name="rebelmouse-image" data-width="1546" data-height="1056" />
Northwell emergency departments use the dashboard to monitor in real time.
Credit: Northwell Health<p>One unique benefit of forecasting COVID-19 hospitalizations is that it allows health systems to better prepare, manage and allocate resources. For example, if the tool forecasted a surge in COVID-19 hospitalizations in two weeks, Northwell Health could begin:</p><ul><li>Making space for an influx of patients</li><li>Moving personal protective equipment to where it's most needed</li><li>Strategically allocating staff during the predicted surge</li><li>Increasing the number of tests offered to asymptomatic patients</li></ul><p>The health-care field is increasingly using machine learning. It's already helping doctors develop <a href="https://care.diabetesjournals.org/content/early/2020/06/09/dc19-1870" target="_blank">personalized care plans for diabetes patients</a>, improving cancer screening techniques, and enabling mental health professionals to better predict which patients are at <a href="https://healthitanalytics.com/news/ehr-data-fuels-accurate-predictive-analytics-for-suicide-risk" target="_blank" rel="noopener noreferrer">elevated risk of suicide</a>, to name a few applications.</p><p>Health systems around the world have already begun exploring how <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7315944/" target="_blank" rel="noopener noreferrer">machine learning can help battle the pandemic</a>, including better COVID-19 screening, diagnosis, contact tracing, and drug and vaccine development.</p><p>Cruzen said these kinds of tools represent a shift in how health systems can tackle a wide variety of problems.</p><p>"Health care has always used the past to predict the future, but not in this mathematical way," Cruzen said. "I think [Northwell Health's new predictive tool] really is a great first example of how we should be attacking a lot of things as we go forward."</p>
Making machine-learning tools openly accessible<p>Northwell Health has made its predictive tool <a href="https://github.com/northwell-health/covid-web-data-predictor" target="_blank">available for free</a> to any health system that wishes to utilize it.</p><p>"COVID is everybody's problem, and I think developing tools that can be used to help others is sort of why people go into health care," Dr. Cruzen said. "It was really consistent with our mission."</p><p>Open collaboration is something the world's governments and health systems should be striving for during the pandemic, said Michael Dowling, Northwell Health's president and CEO.</p><p>"Whenever you develop anything and somebody else gets it, they improve it and they continue to make it better," Dowling said. "As a country, we lack data. I believe very, very strongly that we should have been and should be now working with other countries, including China, including the European Union, including England and others to figure out how to develop a health surveillance system so you can anticipate way in advance when these things are going to occur."</p><p>In all, Northwell Health has treated more than 112,000 COVID patients. During the pandemic, Dowling said he's seen an outpouring of goodwill, collaboration, and sacrifice from the community and the tens of thousands of staff who work across Northwell.</p><p>"COVID has changed our perspective on everything—and not just those of us in health care, because it has disrupted everybody's life," Dowling said. "It has demonstrated the value of community, how we help one another."</p>
A leading British space scientist thinks there is life under the ice sheets of Europa.
- A British scientist named Professor Monica Grady recently came out in support of extraterrestrial life on Europa.
- Europa, the sixth largest moon in the solar system, may have favorable conditions for life under its miles of ice.
- The moon is one of Jupiter's 79.
Neil deGrasse Tyson wants to go ice fishing on Europa<div class="rm-shortcode" data-media_id="GLGsRX7e" data-player_id="FvQKszTI" data-rm-shortcode-id="f4790eb8f0515e036b24c4195299df28"> <div id="botr_GLGsRX7e_FvQKszTI_div" class="jwplayer-media" data-jwplayer-video-src="https://content.jwplatform.com/players/GLGsRX7e-FvQKszTI.js"> <img src="https://cdn.jwplayer.com/thumbs/GLGsRX7e-1920.jpg" class="jwplayer-media-preview" /> </div> <script src="https://content.jwplatform.com/players/GLGsRX7e-FvQKszTI.js"></script> </div>
Water Vapor Above Europa’s Surface Deteced for First Time<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="9c4abc8473e1b89170cc8941beeb1f2d"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/WQ-E1lnSOzc?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span>
The Persian polymath and philosopher of the Islamic Golden Age teaches us about self-awareness.
Can computers do calculations in multiple universes? Scientists are working on it. Step into the world of quantum computing.
- While today's computers—referred to as classical computers—continue to become more and more powerful, there is a ceiling to their advancement due to the physical limits of the materials used to make them. Quantum computing allows physicists and researchers to exponentially increase computation power, harnessing potential parallel realities to do so.
- Quantum computer chips are astoundingly small, about the size of a fingernail. Scientists have to not only build the computer itself but also the ultra-protected environment in which they operate. Total isolation is required to eliminate vibrations and other external influences on synchronized atoms; if the atoms become 'decoherent' the quantum computer cannot function.
- "You need to create a very quiet, clean, cold environment for these chips to work in," says quantum computing expert Vern Brownell. The coldest temperature possible in physics is -273.15 degrees C. The rooms required for quantum computing are -273.14 degrees C, which is 150 times colder than outer space. It is complex and mind-boggling work, but the potential for computation that harnesses the power of parallel universes is worth the chase.