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Scooped by Dr. Stefan Gruenwald
February 9, 2019 11:04 PM
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Milkomeda: We Finally Know When Our Milky Way Will Crash Into the Andromeda Galaxy

Milkomeda: We Finally Know When Our Milky Way Will Crash Into the Andromeda Galaxy | Amazing Science | Scoop.it

Our Milky Way galaxy will survive in its current form a bit longer than some astronomers had thought, a new study suggests. The monster collision between our Milky Way and fellow spiral galaxy Andromeda will occur about 4.5 billion years from now, according to the new research, which is based on observations made by Europe’s Gaia spacecraft. Some prominent previous estimates had predicted the crash would happen significantly sooner, in about 3.9 billion years.

 

“This finding is crucial to our understanding of how galaxies evolve and interact,” Gaia project scientist Timo Prusti, who was not involved in the study, said in a statement. Gaia launched in December of 2013 to help researchers create the best 3D map of the Milky Way ever constructed. The spacecraft has been precisely monitoring the positions and movements of huge numbers of stars and other cosmic objects; the mission team aims to track more than 1 billion stars by the time Gaia shuts its sharp eyes for good.

 

Most of the stars Gaia is eyeing are in the Milky Way, but some are in nearby galaxies. In the new study, the researchers tracked a number of stars in our galaxy, in Andromeda (also known as M31) and in the spiral Triangulum (or M33). These neighbor galaxies are within 2.5 million to 3 million light-years of the Milky Way and may be interacting with each other, study team members said.

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Scooped by Dr. Stefan Gruenwald
February 7, 2019 11:03 AM
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Ship without Sailors – World’s first weather rocket launch from robotic vessel

Ship without Sailors – World’s first weather rocket launch from robotic vessel | Amazing Science | Scoop.it

China has built and tested the world’s first robotic, partially submersible boat equipped with a robust system for launching sounding rockets — a technology used by weather scientists (called meteorologists) to better understand the atmosphere over our planet’s oceans. These tests were conducted in years 2017 + 2018 — and published in 2019.

 

China’s experiment shows advanced capabilities: navigating hostile marine environments, robotically. And autonomously deploying rockets on-target to complete science missions — in places too dangerous or impassable for human teams to go.

 

This combination of un-manned sea travel — plus a complex, remotely-managed rocket launch — is a clear demonstration of what’s to come. China’s successful test heralds a new era of at-a-distance robotics: with applications in defense, search + rescue, exploration, off-shore drilling, ocean fleet management, environmental protection, and a variety of command-and-control systems.

 

The test is a non-trivial display of the power of automation. The robotic vessel carried extensive electronic instrumentation, requiring high levels of co-ordination + expertise by remote human operators.

 

Since the crew isn’t physically there on-location: designers of enormous, computerized, mechanical systems of the future can train teams of engineers who won’t be limited by environmental hazard or distance.

 

 

he un-manned ship and its rocket system. China’s ship is technically classified as an “un-manned semi-submersible vehicle.” It’s designed to:

  • sail directly into rough marine weather
  • deploy a sounding rocket
  • collect essential data on the atmosphere + ocean

 

The ship launched a key tool in weather research called sounding rockets. These rockets make brief flights through different layers of Earth’s atmosphere, carrying meteorological equipment as high as 5 miles above the ocean — higher than weather balloons. Scientific instruments carried by the rockets make real-time measurements of the sea surface temperature — plus profiles of pressure, humidity, wind speed + wind direction.

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Scooped by Dr. Stefan Gruenwald
February 4, 2019 8:29 PM
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Multi-modality imaging predicts tumor recurrence

Multi-modality imaging predicts tumor recurrence | Amazing Science | Scoop.it

Using advanced imaging to predict the likelihood of a malignant brain tumor recurring after radiation treatment could enable creation of a more effective treatment plan. With this aim, researchers at the University of Copenhagen have developed a model that uses pre-treatment PET and MRI to create patient-specific maps of recurrence probability for glioblastoma tumors (Eur. J. Nucl. Med. Mol. Imaging 10.1007/s00259-018-4180-3).

 

Radiotherapy for the brain cancer glioblastoma is conventionally planned using anatomic MRI to define radiation dose targets. Failure rates are high, however, often attributed to the target not receiving a high enough radiation dose — a trade-off of minimizing toxicity to surrounding healthy brain tissues. If a more specific target volume could be determined, identifying the area exhibiting a high risk of recurrence, this could enable delivery of a more precise, and potentially more effective, patient-specific radiation dose.

 

Principal investigator Michael Lundemann, a clinical scientist in biomedical engineering at Rigshospitalet, and colleagues compared multi-parametric PET and MR scans, performed prior to and after radiotherapy, to determine whether the risk model could predict a voxel-wise probability of tumor recurrence.

 

The researchers included nine patients in the analysis. All patients had undergone a routine MRI for radiotherapy planning, a sequential 18F-FET-PET/CT scan, where the CT was used for radiation dose calculation and PET attenuation correction, and a simultaneous 18F-FDG-PET/MRI scan. These images yielded 63,862 voxels within the clinical target volume (CTV), of which 6944 voxels registered recurrent tumor. Five patients also developed recurrent lesions outside the CTV, but these were not included in the analysis.

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Scooped by Dr. Stefan Gruenwald
February 4, 2019 12:26 PM
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The Mexican cave tetra lost its eyes based on reversible DNA methylation of crucial genes

The Mexican cave tetra lost its eyes based on reversible DNA methylation of crucial genes | Amazing Science | Scoop.it

The Mexican tetra is a creature that spend most of its live in dark caves after its ancestors swam from surface waters into their caves around 1.5 million years ago. Like naked mole rats—another species that lives underground, in perennial darkness—they have no eyes. But whereas key genes controlling eye development in naked mole rats have mutations that inactivate them, there are no such inactivating mutations in the genes of the Mexican cave fish.

 

But mutations aren't the only way to change gene activity, and new research suggests a different explanation for the fish's lack of eyes. Epigenetic regulation is a means of controlling gene activity that does not alter the DNA sequence of the genes themselves.

 

Genes undergoing epigenetic regulation can still make normal proteins, but the amount of the protein they make is modulated. One method of epigenetic regulation is the addition of methyl groups to the DNA that controls the activity of specific genes. It is efficient, since it can be used to alter a whole bunch of genes at once. And it seems to explain the Mexican cave fish eye degeneration that has occurred over the past million years—a proverbial blink of an eye in evolutionary terms.

 

These cave fish have elevated levels of an enzyme that adds methyl groups to DNA compared to surface fish. This enzyme, called a DNA methylase, is expressed in the developing eye, where it decorates genes important in eye development with methyl groups. This reduces their expression to about half of the levels seen in surface fish.

 

A number of the methylated genes are known to be lost or defective in human eye disorders like colorblindness, night blindness, and even complete blindness. One of these genes (Pax6) controls the expression of a whole host of other eye genes, amplifying the effect.

 

There's evidence that altered methylation is central to the changes in these fish. A drug called 5-azacytidine (5-AzaC) is a potent inhibitor of DNA methylation (it's used by people with myelodysplastic syndrome, a rare disorder in which blood cells do not mature properly). Injections of the drug into cave fish embryo eyes could partially rescue their development, confirming that their loss is due to changes in methylation rather than mutations or gene loss.

 

While this sounds like an evolutionary change that isn't reliant on mutations, that may not be the case. The genetic mechanism responsible for the upregulation of the methylating enzyme in cave fish is not yet known. It's likely that some changes in DNA sequences were involved there.

 

Nature Ecology and Evolution, 2018. DOI: 10.1038/s41559-018-0569-4 (About DOIs).

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Scooped by Dr. Stefan Gruenwald
February 4, 2019 1:22 AM
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World’s First Mammal CRISPR/Cas-9 Genetic Inheritance Control Achieved

World’s First Mammal CRISPR/Cas-9 Genetic Inheritance Control Achieved | Amazing Science | Scoop.it

CRISPR/Cas9 is a form of genetic editing that holds a lot of promise, such as the killing of cancer cells, but also comes with some hefty warnings, such as that it may cause DNA damage. So far, scientists have been using CRISPR/Cas9 in a variety of plants and animals to edit genetic information, including attempts to practice what is called 'active genetics'.

 

This last approach is an attempt to edit the genome that controls which of the two copies of a gene is passed to the next generation. But the technique is complicated and rife with obstacles so thus far been used only on insects. Not anymore!

A world first achievement

A team of biologists has now achieved the world's first CRISPR/Cas9-based approach to control genetic inheritance in a mammal. "Our motivation was to develop this as a tool for laboratory researchers to control the inheritance of multiple genes in mice," said project lead Assistant Professor at University of California San Diego Kimberly Cooper. "With further development we think it will be possible to make animal models of complex human genetic diseases, like arthritis and cancer, that are not currently possible."

 

To achieve their lofty goals, the researchers engineered an active genetic "CopyCat" DNA element into the gene responsible for fur color in mice and successfully succeeded in controlling mice fur color, making it white instead of black. Then, over a two-year period, they expanded their work to successfully determine that the CopyCat element could be copied from one chromosome to the other in order to repair a break in the DNA targeted by CRISPR/Cas9.

 

As a result, they found that as much as 86 percent of the mice offspring inherited the CopyCat element from the female parent. This was a great improvement on the usual 50 percent naturally achieved.

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Rescooped by Dr. Stefan Gruenwald from Lyme Disease & Other Vector Borne Diseases
February 4, 2019 1:16 AM
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Vaccinating Mice May Finally Slow Lyme Disease

Vaccinating Mice May Finally Slow Lyme Disease | Amazing Science | Scoop.it

The U.S. Centers for Disease Control and Prevention learns of roughly 30,000 cases of Lyme disease each year, but not every diagnosis gets reported to the CDC, and the actual number of new infections is likely over 40,000. That makes Lyme the most common disease transmitted by ticks, mosquitoes or fleas in the U.S. If untreated, it can go from rashes, swelling and joint pain to brain damage, weakened muscles and numbness that, in rare cases, can sometimes linger or recur for years.

 

Researchers began looking into wildlife vaccines for the disease shortly after problems developed with a human Lyme vaccine, says Maria Gomes-Solecki, an immunologist at the University of Tennessee and the creator of the mouse vaccine Stafford is testing in Connecticut. The human version, brand-named LYMErix, came onto the market in 1998 and was effective in adults after three doses. But it quickly became controversial as lawsuits emerged alleging it caused severe joint inflammation, along with other Lyme symptoms it was supposed to prevent.

 

Gomes-Solecki claims those allegations were never supported by statistical evidence but were “blown out of proportion” and stoked by anti-vaccine sentiment. “There are many reasons why vaccines are pulled from the market,” she says. “I don’t think these reasons were scientifically justified [in this case].” Still, the concerns halted sales enough that SmithKline Beecham (now GlaxoSmithKline) pulled the vaccine off the market four years after its introduction.

 

Gomes-Solecki and other immunologists began searching for new Lyme vaccines for humans, but she says nothing worked as well as the original. LYMErix is based on a protein called outer surface protein A (OspA), found on the surface of Borrelia bacteria. The vaccine trains the immune system to recognize that protein and manufacture defenses against anything carrying it. And when a tick slurps up blood from a vaccinated individual, those defenses also destroy any Borrelia inside the tick—preventing it from infecting a new host.

 

Gomes-Solecki—who was a veterinarian before becoming an immunologist—says she found the science around Lyme disease fascinating, and emigrated from Portugal to the U.S. to study it. “With my background being veterinary medicine, I started thinking, ‘If we can’t use [the vaccine] in humans, maybe we can target the animals that cause the illness,’” she says.


Via Donna MacPherson Lugar
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Scooped by Dr. Stefan Gruenwald
February 3, 2019 10:32 PM
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AI Can Detect Alzheimer’s Disease in Brain Scans Six Years Before Conventional Diagnosis

AI Can Detect Alzheimer’s Disease in Brain Scans Six Years Before Conventional Diagnosis | Amazing Science | Scoop.it

Using a common type of brain scan, researchers programmed a machine-learning algorithm to diagnose early-stage Alzheimer’s disease about six years before a clinical diagnosis is made – potentially giving doctors a chance to intervene with treatment.

 

No cure exists for Alzheimer’s disease, but promising drugs have emerged in recent years that can help stem the condition’s progression. However, these treatments must be administered early in the course of the disease in order to do any good. This race against the clock has inspired scientists to search for ways to diagnose the condition earlier.

 

“One of the difficulties with Alzheimer’s disease is that by the time all the clinical symptoms manifest and we can make a definitive diagnosis, too many neurons have died, making it essentially irreversible,” says Jae Ho Sohn, MD, MS, a resident in the Department of Radiology and Biomedical Imaging at UC San Francisco. One of the difficulties with Alzheimer’s disease is that by the time all the clinical symptoms manifest and we can make a definitive diagnosis, too many neurons have died, making it essentially irreversible.

 

In a recent study, published in Radiology, Sohn combined neuroimaging with machine learning to try to predict whether or not a patient would develop Alzheimer’s disease when they first presented with a memory impairment – the best time to intervene.

 

Positron emission tomography (PET) scans, which measure the levels of specific molecules, like glucose, in the brain, have been investigated as one tool to help diagnose Alzheimer’s disease before the symptoms become severe. Glucose is the primary source of fuel for brain cells, and the more active a cell is, the more glucose it uses. As brain cells become diseased and die, they use less and, eventually, no glucose. Other types of PET scans look for proteins specifically related to Alzheimer’s disease, but glucose PET scans are much more common and cheaper, especially in smaller health care facilities and developing countries, because they’re also used for cancer staging.

 

Radiologists have used these scans to try to detect Alzheimer’s by looking for reduced glucose levels across the brain, especially in the frontal and parietal lobes of the brain. However, because the disease is a slow progressive disorder, the changes in glucose are very subtle and so difficult to spot with the naked eye.

 

To solve this problem, Sohn applied a machine learning algorithm to PET scans to help diagnose early-stage Alzheimer’s disease more reliably. “This is an ideal application of deep learning because it is particularly strong at finding very subtle but diffuse processes. Human radiologists are really strong at identifying tiny focal finding like a brain tumor, but we struggle at detecting more slow, global changes,” says Sohn. “Given the strength of deep learning in this type of application, especially compared to humans, it seemed like a natural application.”

 

To train the algorithm, Sohn fed it images from the Alzheimer’s Disease Neuroimaging Initiative (ADNI), a massive public dataset of PET scans from patients who were eventually diagnosed with either Alzheimer’s disease, mild cognitive impairment or no disorder. Eventually, the algorithm began to learn on its own which features are important for predicting the diagnosis of Alzheimer’s disease and which are not.

 

Once the algorithm was trained on 1,921 scans, the scientists tested it on two novel datasets to evaluate its performance. The first were 188 images that came from the same ADNI database but had not been presented to the algorithm yet. The second was an entirely novel set of scans from 40 patients who had presented to the UCSF Memory and Aging Center with possible cognitive impairment.

 

The algorithm performed with flying colors. It correctly identified 92 percent of patients who developed Alzheimer’s disease in the first test set and 98 percent in the second test set. What’s more, it made these correct predictions on average 75.8 months – a little more than six years – before the patient received their final diagnosis.

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Rescooped by Dr. Stefan Gruenwald from Science And Wonder
February 3, 2019 5:27 PM
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Optimizing solar farms with smart drones

Optimizing solar farms with smart drones | Amazing Science | Scoop.it
MIT startup Raptor Maps uses machine-learning software and thermal images collected by drones, to assist with the maintence of solar farms.

 

One of the biggest complications emerging from the industry’s breakneck growth is the maintenance of solar farms. Historically, technicians have run electrical tests on random sections of solar cells in order to identify problems. In recent years, the use of drones equipped with thermal cameras has improved the speed of data collection, but now technicians are being asked to interpret a never-ending flow of unstructured data.

 

That’s where Raptor Maps comes in. The company’s software analyzes imagery from drones and diagnoses problems down to the level of individual cells. The system can also estimate the costs associated with each problem it finds, allowing technicians to prioritize their work and owners to decide what’s worth fixing.

 

“We can enable technicians to cover 10 times the territory and pinpoint the most optimal use of their skill set on any given day,” Raptor Maps co-founder and CEO Nikhil Vadhavkar says. “We came in and said, ‘If solar is going to become the number one source of energy in the world, this process needs to be standardized and scalable.’ That’s what it takes, and our customers appreciate that approach.”

 

Raptor Maps processed the data of 1 percent of the world’s solar energy in 2018, amounting to the energy generated by millions of panels around the world. And as the industry continues its upward trajectory, with solar farms expanding in size and complexity, the company’s business proposition only becomes more attractive to the people driving that growth.


Via LilyGiraud
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Rescooped by Dr. Stefan Gruenwald from Popular Science
February 3, 2019 5:25 PM
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Virus lurking inside banana genome has been destroyed with CRISPR

Virus lurking inside banana genome has been destroyed with CRISPR | Amazing Science | Scoop.it

A virus that inserts itself into the genome of a type of banana plagues plantations in Africa, but CRISPR gene editing can be used to eliminate the viral DNA. Genome editing has been used to destroy a virus that lurks inside many of the bananas grown in Africa. Other teams are trying to use it to make the Cavendish bananas sold in supermarkets worldwide resistant to a disease that threatens to make it impossible to grow this variety commercially in future.

 

An Australian team has already genetically engineered the Cavendish to make it resistant by adding a gene from a wild banana. But because of the opposition to GM food worldwide, this variety may never be grown commercially. Using CRISPR is seen as preferable because some countries including the US do not regard genome edited plants as transgenic, depending on what has been done. Because the Cavendish is a sterile mutant that can only be propagated by cloning, there is no way to breed resistant varieties. Instead, several teams worldwide are trying to use CRISPR to make it resistant to Tropical Race 4.

 

The banana streak virus can not only be spread from plant to plant by insects like most plant viruses. It also integrates its DNA into the banana’s genome. In places like west Africa, where bananas are a staple food, most bananas have now the virus lurking inside them. When these plants are stressed by heat or drought, the virus emerges from dormancy and causes outbreaks that can destroy plantations. And there’s nothing farmers can do.

 

But Leena Tripathi at the International Institute of Tropical Agriculture in Kenya has now used the CRISPR genome editing method to target and destroy the viral DNA inside the genome of a banana variety called Gonja Manjaya. The plan is to use these plants to breed virus-free plants for farmers. Her team is also using CRISPR to make the bananas resistant to the virus, so they are not simply re-infected. But the legal status of genome-edited plants in the west African countries where Gonja Manjaya is grown remains uncertain. “I think right now they are in discussions about whether it requires legislation,” says Tripathi.

 

The banana streak virus does not infect the popular Cavendish banana. But a fungal strain called Tropical Race 4 is devastating Cavendish plantations as it spreads around the world. Before the 1960s the most popular banana was the reportedly more delicious Gros Michel, which farmers had to stop growing because of the spread of another fungal strain called Tropical Race.

 

Journal reference: Communications Biology, DOI: 10.1038/s42003-019-02


Via Neelima Sinha
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Scooped by Dr. Stefan Gruenwald
January 31, 2019 5:39 PM
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Conversion of breast cancer cells into fat cells impedes the formation of metastases

Conversion of breast cancer cells into fat cells impedes the formation of metastases | Amazing Science | Scoop.it

An innovative combination therapy can force malignant breast cancer cells to turn into fat cells. This can be used to prevent the formation of metastases in mice, as researchers at the University of Basel’s Department of Biomedicine recently reported in the journal Cancer Cell.

 

Tumor cells can adapt dynamically to changing conditions thanks to their ability to reactivate a cellular process that is central to embryonic development. This allows the cells to alter their molecular properties and to acquire new capabilities. As a result, resident cells can adopt the properties of other cell types and break away from their cell cluster. Once mobile, the cells migrate via the bloodstream to other regions of the body, where they undergo a further conversion before taking root and forming new tissue structures.

 

Adaptable cancer cells

In the embryo, this epithelial–mesenchymal transition (EMT) is instrumental to the development of organs. Tumor cells, however, exploit the process in order to leave the primary tumor so that they can spread around the body and form metastases in distant organs. The research group led by Professor Gerhard Christofori at the University of Basel’s Department of Biomedicine researches the molecular processes that regulate the cellular EMT program. Its aim is to demonstrate new approaches to combating the development of tumors and the formation of metastases – such as in the case of breast cancer, one of the most common and malignant diseases in women.

 

Exploiting adaptability

Malignant cancer cells exhibit a high degree of adaptability – referred to as plasticity – as they undergo the cellular EMT program. Now, the researchers have exploited this property in order to develop a new type of therapeutic approach. In experiments on mice, they have succeeded in using a combination of two active substances to convert breast cancer cells, which divide quickly and form metastases, into fat cells that can no longer divide and can barely be differentiated from normal fat cells. This stops the tumor from invading the neighboring tissue and blood vessels, and no further metastases can form. This novel differentiation therapy is based on a combination of two drugs: Rosiglitazone, which is widely used to treat patients with diabetes, and Trametinib, which inhibits the growth and spread of cancer cells.

 

“In future, this innovative therapeutic approach could be used in combination with conventional chemotherapy to suppress both primary tumor growth and the formation of deadly metastases,” says Professor Gerhard Christofori. Furthermore, the research findings show that malignant cancer cells – like stem cells – exhibit a high degree of cell plasticity, which can be exploited for therapeutic purposes.

good health's curator insight, January 11, 2024 9:06 AM

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January 24, 2019 10:25 PM
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Planetary collision that formed the moon made life possible on Earth

Planetary collision that formed the moon made life possible on Earth | Amazing Science | Scoop.it
Most of Earth's essential elements for life—including most of the carbon and nitrogen in you—probably came from another planet.

 

Earth’s status as the only life-sustaining planet is a result of the timing and delivery mechanism of carbon (C), nitrogen (N), sulfur (S), and hydrogen (H). On the basis of their isotopic signatures, terrestrial volatiles are thought to have derived from carbonaceous chondrites, while the isotopic compositions of nonvolatile major and trace elements suggest that enstatite chondrite–like materials are the primary building blocks of Earth. However, the C/N ratio of the bulk silicate Earth (BSE) is superchondritic, which rules out volatile delivery by a chondritic late veneer. In addition, if delivered during the main phase of Earth’s accretion, then, owing to the greater siderophile (metal loving) nature of C relative to N, core formation should have left behind a subchondritic C/N ratio in the BSE.

 

Scientists now present high pressure-temperature experiments to constrain the fate of mixed C-N-S volatiles during core-mantle segregation in the planetary embryo magma oceans and show that C becomes much less siderophile in N-bearing and S-rich alloys, while the siderophile character of N remains largely unaffected in the presence of S. Using the new data and inverse Monte Carlo simulations, they were able to show that the impact of a Mars-sized planet, having minimal contributions from carbonaceous chondrite-like material and coinciding with the Moon-forming event, can be the source of major volatiles in the BSE.

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January 24, 2019 10:08 PM
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Underwater caves – hunting for new forms of life

Underwater caves – hunting for new forms of life | Amazing Science | Scoop.it

Cave-inhabiting animals are often categorized as troglobites (cave-limited species), troglophiles (species that can live their entire lives in caves, but also occur in other environments), trogloxenes (species that use caves, but cannot complete their life cycle fully in caves) and accidentals (animals not in one of the previous categories). Some scientists use a separate terminology for aquatic forms (e.g., stygobites, stygophiles, and stygoxenes).

 

It’s not just new species cavers and scientists are discovering, but also higher groups of animals including a new class, orders, families and genera, previously unknown from any other habitat on the planet. Some of our newfound animals have close relatives living in similar caves on opposite margins of the Atlantic Ocean or even the far side of the Earth (such as the Bahamas versus Western Australia).

 

While most of these caves are formed in limestone, they can also include seawater-flooded lava tubes created by volcanic eruptions. Amazingly, similar types of animals inhabit both.

 

In the deserts of West Texas, cavers have discovered and explored the deepest underwater cave in the U.S., reaching a depth of 462 feet. They have uncovered the nature of chemosynthetic processes in caves – how microorganisms use energy from chemical bonds, rather than light energy as in photosynthesis, to produce organic matter – and their significance to the cave food web.

 

Other scientists are examining records of Ice Age sea level history held in cave sediments, as well as the presence of tree roots penetrating into underwater caves and their importance to the overlying tropical forest. What they are finding is evidence that sister species of cave animals on opposite shores of the Atlantic separated from one another about 110 million years ago as tectonic plate movements initiated the opening of the Atlantic, as well as determining how environmental and ecological factors affect the abundance and diversity of animals in saltwater caves.

 

This research is important and has significant implications, especially concerning endangered species and environmental protection. Since many cave animals occur only in a single cave and nowhere else on Earth, pollution or destruction of caves can result in species extinctions. Unfortunately, the creation of many protected areas and nature reserves failed to take cave species into account.

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January 23, 2019 3:23 PM
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Why Jupyter is data scientists’ computational notebook of choice

Why Jupyter is data scientists’ computational notebook of choice | Amazing Science | Scoop.it
An improved architecture and enthusiastic user base are driving uptake of the open-source web tool.

 

Perched atop the Cerro Pachón ridge in the Chilean Andes is a building site that will eventually become the Large Synoptic Survey Telescope (LSST). When it comes online in 2022, the telescope will generate terabytes of data each night as it surveys the southern skies automatically. And to crunch those data, astronomers will use a familiar and increasingly popular tool: the Jupyter notebook.

 

Jupyter is a free, open-source, interactive web tool known as a computational notebook, which researchers can use to combine software code, computational output, explanatory text and multimedia resources in a single document. Computational notebooks have been around for decades, but Jupyter in particular has exploded in popularity over the past couple of years. This rapid uptake has been aided by an enthusiastic community of user–developers and a redesigned architecture that allows the notebook to speak dozens of programming languages — a fact reflected in its name, which was inspired, according to co-founder Fernando Pérez, by the programming languages Julia (Ju), Python (Py) and R.

 

One analysis of the code-sharing site GitHub counted more than 2.5 million public Jupyter notebooks in September 2018, up from 200,000 or so in 2015. In part, says Pérez, that growth is due to improvements in the web software that drives applications such as Gmail and Google Docs; the maturation of scientific Python and data science; and, especially, the ease with which notebooks facilitate access to remote data that might otherwise be impractical to download — such as from the LSST. “In many cases, it’s much easier to move the computer to the data than the data to the computer,” says Pérez of Jupyter’s cloud-based capabilities. “What this architecture helps to do is to say, you tell me where your data is, and I’ll give you a computer right there.”

 

For data scientists, Jupyter has emerged as a de facto standard, says Lorena Barba, a mechanical and aeronautical engineer at George Washington University in Washington DC. Mario Jurić, an astronomer at the University of Washington in Seattle who coordinates the LSST’s data-management team, says: “I’ve never seen any migration this fast. It’s just amazing.”

 

Computational notebooks are essentially laboratory notebooks for scientific computing. Instead of pasting, say, DNA gels alongside lab protocols, researchers embed code, data and text to document their computational methods. The result, says Jupyter co-creator Brian Granger at California Polytechnic State University in San Luis Obispo, is a “computational narrative” — a document that allows researchers to supplement their code and data with analysis, hypotheses and conjecture. For data scientists, that format can drive exploration. Notebooks, Barba says, are a form of interactive computing, an environment in which users execute code, see what happens, modify and repeat in a kind of iterative conversation between researcher and data. They aren’t the only forum for such conversations — IPython, the interactive Python interpreter on which Jupyter’s predecessor, IPython Notebook, was built, is another. But notebooks allow users to document those conversations, building “more powerful connections between topics, theories, data and results”, Barba says.

 

Researchers can also use notebooks to create tutorials or interactive manuals for their software. This is what Mackenzie Mathis, a systems neuroscientist at Harvard University in Cambridge, Massachusetts, did for DeepLabCut, a programming library her team developed for behavioural-neuroscience research. And they can use notebooks to prepare manuscripts, or as teaching aids. Barba, who has implemented notebooks in every course she has taught since 2013, related at a keynote address in 2014 that notebooks allow her students to interactively engage with — and absorb material from — lessons in a way that lectures cannot match. “IPython notebooks are really a killer app for teaching computing in science and engineering,” she said.

 

The Jupyter notebook has two components. Users input programming code or text in rectangular cells in a front-end web page. The browser then passes that code to a back-end ‘kernel’, which runs the code and returns the results (see our example at go.nature.com/2yqq7ak). By Pérez’s count, more than 100 Jupyter kernels have been created, supporting dozens of programming languages. Normally, each notebook can run only one kernel and one language, but workarounds exist. One demo notebook, for instance, speaks Python, Julia, R and Fortran.

Importantly, the kernels need not reside on the user’s computer.

 

When future users of the LSST use Jupyter notebooks to analyse their data, the code will be running on a supercomputer in Illinois, providing computational muscle no desktop PC could match. Notebooks can also run in the cloud. Google’s Colaboratory project, for instance, provides a Google-themed front-end to the Jupyter notebook. It enables users to collaborate and run code that exploits Google’s cloud resources — such as graphical processing units — and to save their documents on Google Drive. Jupyter’s newest variant is JupyterLab, which launched as a beta in January 2018 and is available (like the Jupyter notebook) either as a stand-alone package or as part of the free Anaconda scientific-computing environment.

 

Jason Grout is a software engineer at the financial-services company Bloomberg in San Francisco, California, and a member of the JupyterLab team. He calls JupyterLab a “next-generation web interface” for the Jupyter notebook — one that extends the familiar notebook metaphor with drag-and-drop functionality, as well as file browsers, data viewers, text editors and a command console. Whereas the standard Jupyter notebook assigns each notebook its own kernel, JupyterLab creates a computing environment that allows these components to be shared. Thus, a user could view a notebook in one window, edit a required data file in another, and log all executed commands in a third — all within a single web-browser interface.

 

Users can also customize JupyterLab to fit their workflow. Built-in viewers exist for image, text and CSV files, for instance, but users can build custom components as well. These could display things such as genomic alignments or geospatial data. An attendee on a course taught by Pérez even created a component to display 3D brain-imaging data. “This is a completely [neuroscience] domain-specific tool, obviously — the Jupyter team has no business writing these things. But we provide the right standards, and then that community in 24 hours can come back and write one,” he says.


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February 9, 2019 1:06 AM
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Bees have brains that are capable of doing simple arithmetic and have a concept of zero

Bees have brains that are capable of doing simple arithmetic and have a concept of zero | Amazing Science | Scoop.it

Researchers have found bees can do basic mathematics, in a discovery that expands our understanding of the relationship between brain size and brain power. Building on their finding that honeybees can understand the concept of zero, Australian and French researchers set out to test whether bees could perform arithmetic operations like addition and subtraction.

 

Solving maths problems requires a sophisticated level of cognition, involving the complex mental management of numbers, long-term rules and short term working memory. The revelation that even the miniature brain of a honeybee can grasp basic mathematical operations has implications for the future development of Artificial Intelligence, particularly in improving rapid learning.

 

Led by researchers from RMIT University in Melbourne, Australia, the new study showed bees can be taught to recognize colors as symbolic representations for addition and subtraction, and that they can use this information to solve arithmetic problems.

 

RMIT's Associate Professor Adrian Dyer said numerical operations like addition and subtraction are complex because they require two levels of processing. "You need to be able to hold the rules around adding and subtracting in your long-term memory, while mentally manipulating a set of given numbers in your short-term memory," Dyer said.

 

"On top of this, our bees also used their short-term memories to solve arithmetic problems, as they learned to recognize plus or minus as abstract concepts rather than being given visual aids.

 

"Our findings suggest that advanced numerical cognition may be found much more widely in nature among non-human animals than previously suspected.

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February 7, 2019 11:00 AM
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Plant-e: roots, shoots, leaves — electricity from living plants

Plant-e: roots, shoots, leaves — electricity from living plants | Amazing Science | Scoop.it

Plants could soon provide our electricity. In a small way they already are doing that in research labs and greenhouses at project Plant-e — a university and commercially sponsored research group at Wageningen University in the Netherlands.

 

The Plant Microbial Fuel Cell from Plant-e can generate electricity from the natural interaction between plant roots and soil bacteria. It works by taking advantage of the up to 70 percent of organic material produced by a plant’s photo-synthesis process that cannot be used by the plant — and is excreted through the roots.

 

As natural occurring bacteria around the roots break down this organic residue, electrons are released as a waste product. By placing an electrode close to the bacteria to absorb these electrons, the research team — led by Marjolein Helder PhD — is able to generate electricity.

 

Helder said: “Solar panels are making more energy per square meter — but we expect to reduce the costs of our system technology in the future. And our system can be used for a variety of applications.”

 

Plant Microbial Fuel Cells can be used on many scales. An experimental 15 square meter model can produce enough energy to power a computer notebook. Plant-e is working on a system for large scale electricity production in existing green areas like wetlands and rice paddy fields.

 

Helder said: “Our technology is making electricity — but also could be used as roof insulation or as a water collector. On a bigger scale it’s possible to produce rice and electricity at the same time, and in that way combine food and energy production.”

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February 4, 2019 12:28 PM
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Scientists weigh all life on Earth and it is mind-boggling

Scientists weigh all life on Earth and it is mind-boggling | Amazing Science | Scoop.it

If everyone on the planet were to step on one side of a giant balance scale, and all the bacteria on Earth were to be placed on the other side, we’d shoot violently upward. That’s because all the bacteria on Earth combined are about 1,166 times more massive than all the humans.

 

Comparisons to other categories of life similarly demonstrate how very, very small we are. As a sweeping recent study in the Proceedings of the National Academy of Sciences finds, in a census sorting all the life on Earth by weight (measured in gigatons of carbon, the signature element of life on Earth), we make up less than 1 percent of life.

 

There are an estimated 550 gigatons of carbon of life in the world. A gigaton is equal to a billion metric tons. A metric ton is 1,000 kilograms, or about 2,200 pounds.

 

We’re talking in huge, huge, mind-boggling terms here. So, using the data in PNAS, we tried to visualize the weight of all life on Earth to get a sense of the scale of it all.

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February 4, 2019 12:18 PM
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Climate Change Is Likely Killing Ancient Baobab Trees

Climate Change Is Likely Killing Ancient Baobab Trees | Amazing Science | Scoop.it

The oldest baobabs are collapsing, and there's only one likely explanation: human-caused climate change.

 

Around 1,500 years ago, shortly after the collapse of the Roman Empire, a baobab tree started growing in what is now Namibia. The San people would eventually name the tree Homasi, and others would call it Grootboom, after the Afrikaans words for “big tree.” As new empires rose and fell, Homasi continued growing. As humans invented paper money, printing presses, cars, and computers, Homasi sprouted new twigs, branches, and even stems, becoming a five-trunked behemoth with a height of 32 meters and a girth to match.

 

The tree’s demise was sudden and unexpected. In March, at the end of the rainy season, Homasi was in full bloom. But by late June, its health had suddenly deteriorated. One by one, its stems broke off from the gargantuan trunk and toppled. The last of them fell on New Year’s Day, 2005, ending 15 centuries of life.

 

Common throughout sub-Saharan Africa, the African baobab is one of the biggest flowering plants in the world, and reputedly one of the longest-lived. It’s also known as the upside-down tree, because its bare branches look like roots, or as the monkey bread tree, because of its nutritious and edible fruit. It’s exceptionally long-lived, but recently, several of the oldest baobabs have been dying. Homasi, for example, was part of a grove of seven baobabs, six of which perished within a two-year period.

 

This isn’t an isolated event. Of the 13 oldest known baobabs in the world, four have completely died in the last dozen years, and another five are on the way, having lost their oldest stems. “These large and monumental trees, which can live for 2,000 years or more, were dying one after another,” says Adrian Patrut from Babes-Bolyai University in Romania, who has catalogued the deaths. “It’s sad that in our short lives, we are able to live through such an experience.”


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Scientists reconstruct skeleton of terrifying prehistoric 'marsupial lion'

Scientists reconstruct skeleton of terrifying prehistoric 'marsupial lion' | Amazing Science | Scoop.it
New fossil evidence paints a picture of an apex predator, as big as a lion, that terrorized ancient Australian forests.

 

Australia is well-regarded as a place full of fauna that can kill you. Spiders, snakes, sharks, toads. But those modern-day nightmares pale in comparison to the terrifying "marsupial lion" that once stalked ancient Australia.

 

Thylacoleo carnifex - the largest Australian marsupial carnivore ever existed some 45,000 years ago, weighed as much as a small lion and had a thumb-like digit it used to slash its prey. For the first time, paleontologists have been able to reconstruct the full skeleton of T. carnifex providing new evidence on how the creature moved, better understanding its feeding and hunting habits.

 

The research, conducted by researchers at Flinders University in Australia and published in PLOS One on Dec. 12, 2018, built on the discovery of fossilized remains found in South Australia in 2007 -- and for the first time enabled analysis of a complete tail- and collarbones. By combining the recent discoveries with older remains, the research team could compare the skeleton to present-day marsupials, painting a picture about its true nature.


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February 3, 2019 10:36 PM
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New study estimates amount of water in near-Earth space rocks

New study estimates amount of water in near-Earth space rocks | Amazing Science | Scoop.it

Scientists have come out with an estimate of how much water might be available in near-Earth asteroids. A new study in the Journal of Geophysical Research: Planets, a publication of the American Geophysical Union, suggests there are between 26 and 80 hydrated near-Earth asteroids larger than a kilometer in diameter. Of those, 8 to 26 of the asteroids are easier to get to than the surface of the Moon. The new study also estimates there are between 350 and 1,050 smaller hydrated objects easier to reach than the Moon.

 

The study’s authors estimate there are between 400 and 1200 billion kilograms (440 to 1.3 billion U.S. tons) of water that could be extracted from the minerals in these asteroids. In liquid terms, that’s between 400 billion and 1,200 billion liters (100 billion and 400 billion U.S. gallons) of water. That’s enough to fill between 160,000 and 480,000 Olympic-sized swimming pools.

 
The near-Earth asteroid Bennu is 500 meters (1,600 feet) wide and contains hydrated minerals, according to scientists working on the OSIRIS-REx spacecraft. It could one day be mined for water by future explorers. Credit: NASA/Goddard/University of Arizona

Asteroids are rocks in orbit the Sun, generally between Mars and Jupiter, while comets are made up of rock and ice and originate in the outer solar system. Both asteroids and comets are made up of material from the early formation of the solar system.

 

Approximately 19,000 near-Earth asteroids of various sizes have been discovered. Water in asteroids can provide hints about the nature of the early solar system, including clues about where Earth’s water and the Moon’s polar ice came from. It could also supply water and fuel to future interplanetary space missions, according to the authors of the new study.

 

“We know that there are minerals with water in them on asteroids. We know that from meteorites that have fallen to the ground.” said Andrew Rivkin of Johns Hopkins University Applied Physics Research Laboratory in Laurel, Maryland. Rivkin is the lead author on the new paper with F. E. DeMeo, of MIT. “It’s also possible that Earth’s water came largely from impacts.”

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February 3, 2019 10:30 PM
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Functional Insulin-Producing Cells Grown In Lab For The First Time

Functional Insulin-Producing Cells Grown In Lab For The First Time | Amazing Science | Scoop.it

UC San Francisco researchers have for the first time transformed human stem cells into mature insulin-producing cells, a major breakthrough in the effort to develop a cure for type 1 (T1) diabetes. 

 

Replacing these cells, which are lost in patients with T1 diabetes, has long been a dream of regenerative medicine, but until now scientists had not been able to figure out how to produce cells in a lab dish that work as they do in healthy adults.

 

“We can now generate insulin-producing cells that look and act a lot like the pancreatic beta cells you and I have in our bodies. This is a critical step towards our goal of creating cells that could be transplanted into patients with diabetes,” said Matthias Hebrok, PhD, the Hurlbut-Johnson Distinguished Professor in Diabetes Research at UCSF and director of the UCSF Diabetes Center.

 

The new study is published Feb. 1, 2019, in Nature Cell Biology.

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February 3, 2019 5:26 PM
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MIT robot combines vision and touch to learn the game of Jenga

MIT robot combines vision and touch to learn the game of Jenga | Amazing Science | Scoop.it
An MIT robot combines vision and touch to learn the game of Jenga. A machine-learning approach could help robots assemble cellphones and other small parts in a manufacturing line.

 

In the basement of MIT’s Building 3, a robot is carefully contemplating its next move. It gently pokes at a tower of blocks, looking for the best block to extract without toppling the tower, in a solitary, slow-moving, yet surprisingly agile game of Jenga.

 

The robot, developed by MIT engineers, is equipped with a soft-pronged gripper, a force-sensing wrist cuff, and an external camera, all of which it uses to see and feel the tower and its individual blocks.

 

As the robot carefully pushes against a block, a computer takes in visual and tactile feedback from its camera and cuff, and compares these measurements to moves that the robot previously made. It also considers the outcomes of those moves — specifically, whether a block, in a certain configuration and pushed with a certain amount of force, was successfully extracted or not. In real-time, the robot then “learns” whether to keep pushing or move to a new block, in order to keep the tower from falling.

 

Details of the Jenga-playing robot are published today in the journal Science Robotics. Alberto Rodriguez, the Walter Henry Gale Career Development Assistant Professor in the Department of Mechanical Engineering at MIT, says the robot demonstrates something that’s been tricky to attain in previous systems: the ability to quickly learn the best way to carry out a task, not just from visual cues, as it is commonly studied today, but also from tactile, physical interactions.

 

“Unlike in more purely cognitive tasks or games such as chess or Go, playing the game of Jenga also requires mastery of physical skills such as probing, pushing, pulling, placing, and aligning pieces. It requires interactive perception and manipulation, where you have to go and touch the tower to learn how and when to move blocks,” 


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February 1, 2019 11:43 PM
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Surprising: Astronomers Find Dark Energy May Vary Over Time

Surprising: Astronomers Find Dark Energy May Vary Over Time | Amazing Science | Scoop.it

A new study using data from NASA's Chandra X-ray Observatory and ESA's XMM-Newton suggests that dark energy may have varied over cosmic time, as reported in our latest press release. This artist's illustration helps explain how astronomers tracked the effects of dark energy to about one billion years after the Big Bang by determining the distances to quasars, rapidly growing black holes that shine extremely brightly.

 

First discovered about 20 years ago by measuring the distances to exploded stars called supernovas, dark energy is a proposed type of force, or energy, that permeates all space and causes the expansion of the Universe to accelerate. Using this method, scientists tracked the effects of dark energy out to about 9 billion years ago.

 

The latest result stems from the development of a new method to determine distances to about 1,598 quasars, which allows the researchers to measure dark energy's effects from the early Universe through to the present day. Two of the most distant quasars studied are shown in Chandra images in the insets.

 

The new technique uses ultraviolet (UV) and X-ray data to estimate the quasar distances. In quasars, a disk of matter around the supermassive black hole in the center of a galaxy produces UV light (shown in the illustration in blue).

 

Some of the UV photons collide with electrons in a cloud of hot gas (shown in yellow) above and below the disk, and these collisions can boost the energy of the UV light up to X-ray energies. This interaction causes a correlation between the amounts of observed UV and X-ray radiation. This correlation depends on the luminosity of the quasar, which is the amount of radiation it produces.

 

Using this technique the quasars become standard candles, as implied by the artist's illustration. Once the luminosity is known, the distance to the quasars can be calculated from the observed amount of radiation.

 

The researchers compiled UV data for 1,598 quasars to derive a relationship between UV and X-ray fluxes, and the distances to the quasars. They then used this information to study the expansion rate of the universe back to very early times, and found evidence that the amount of dark energy is growing with time.

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Newborn babies have inbuilt ability to pick out words, study finds

Newborn babies have inbuilt ability to pick out words, study finds | Amazing Science | Scoop.it

Newborn babies are born with the innate skills needed to pick out words from language, a new study published in Developmental Science reveals.

 

Before infants can learn words, they must identify those words in continuous speech. Yet, the speech signal lacks obvious boundary markers, which poses a potential problem for language acquisition. Studies have found that by the middle of the first year, infants seem to have solved this problem, but it is unknown if segmentation abilities are present from birth, or if they only emerge after sufficient language exposure and/or brain maturation.

 

An international team of researchers from the University of Liverpool, SISSA in Italy, the Neurospin Centre in France and The University of Manchester conducted experiments to find the cues crucial for the segmentation of human speech. The researchers played the infants a three-and-a-half minute audio clip in which four meaningless words, were buried in a stream of syllables.

 

Using a painless technique called Near-Infrared Spectroscopy, which shines red light into the brain, they were able to measure how much was absorbed, telling them which parts of the brain were active.

 

The researchers discovered two mechanisms in three-day-old infants, which give them the skills to pick out words in a stream of sounds. The first mechanism is known as prosody, the melody of language, allow us to recognize when a word starts and stops. The second is called the statistics of language, which describes how we compute the frequency of when sounds in a word come together.

 

The discovery provides a key insight into a first step to learning language.

greco's curator insight, January 5, 2023 4:36 AM
une étude qui retrace les étapes les plus précoces de l'apprentissage du langage. a l'aide d'une methode qui détecte les zones du cerveau qui s'activent au cours de la diffusion d'un enregistrement, les chercheurs ont découvert des mécanismes chez les douves des d'a peine 3 jours . Ils sont capables de reconnaitre le mélodieux de la voix, et l'association des fréquences des sons. 
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January 24, 2019 10:21 PM
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Watch Plants Light Up When They Get Attacked

Watch Plants Light Up When They Get Attacked | Amazing Science | Scoop.it

Plants have no eyes, no ears, no mouth and no hands. They do not have a brain or a nervous system. Muscles? Forget them. They’re stuck where they started, soaking up the sun and sucking up nutrients from the soil. And yet, when something comes around to eat them, they sense it.

And they fight back.


Via Jean-Michel Ané, Kamoun Lab @ TSL
Jean-Michel Ané's curator insight, September 13, 2018 10:01 PM

Awesome research from @SimonGilroy

Zanarick's curator insight, September 15, 2018 9:44 AM
This is cool how the plant try’s to heal itself.
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January 24, 2019 11:50 AM
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Evolution of a Black Hole

Evolution of a Black Hole | Amazing Science | Scoop.it

We recognize two major classes of black holes based on their mass. There are stellar mass black holes that have masses from few to at most several tens of the mass of Sun. Then there are supermassive black holes with masses greater than million solar masses.

Stellar black holes

The stellar black holes arise as a final evolution stage of massive stars. The star has to have mass at least ten times larger than is the mass of Sun. This guarantees that after all the nuclear fuel has been consumed and the star explodes and casts off outer shells, there is still enough mass in its core with enough gravity to collapse into a black hole. The most massive stars have masses only up to about 500 solar masses otherwise they are not stable. It means that the most massive black hole of stellar origin can have a mass of about few hundred solar masses too.

 

Most of the stars live in pairs as binaries or in some more complicated systems. Our Sun makes quite an exception here because only every fifth star in our Galaxy lives on its own without a companion. Imagine a binary system containing two heavy stars of quite similar but still different masses. The heavier star will evolve slightly more rapidly and will run out of fuel sooner. When that happens, it will explode as a supernova and likely create a black hole from what was left from its core. The other star, assuming it has been able to survive the cataclysmic explosion of its sister, will soon be getting to the end of its live too. For a brief period of time (it is brief from the point of view of the age of the star, but it may last millions of years), before it explodes as a supernova too, it will grow up in size and lower its surface temperature. At this stage it may become large enough for its outer shells to be gravitationally attracted by the black hole short distance away. Material from the star's surface will star to flow onto the black hole. Because the two objects orbit each other, the flow of the material is not straight, but is dragged by non-inertial Corriolis force and forms an accretion disk around the black hole. The gas is viscously heated and emits electromagnetic radiation of wavelengths corresponding to its temperature on the range from infrared to X-rays. This is the stage, when we can discover there is a black hole there and when we can observe it through its accretion disk. When the second star finishes and explodes, we may end up with a binary black-hole system or (depending on the original mass of the stars) with a black hole and neutron star system or with a binary neutron star.

Supermassive black holes

The supermassive black holes are substantially more massive and they are also much older. However, their origin is the same as the origin of stellar mass black holes. When the first stars were created from abundant dense clouds of hydrogen and helium in the early universe, they were heavy with masses of hundreds of solar mass. They also lived briefly because they burned the fuel fast and soon they turned into first black holes. The black holes were bigger and more numerous where the original gas cloud was heavier and smaller and less plentiful where the birth cloud was sparser. They acted on one another by their gravity, larger ones merging with smaller and growing in mass. Billions of years passed, universe had expanded, and the slightly larger black holes grew by continuously merging with smaller ones to enormous masses. They become local centers of gravity and formed whole galaxies around them. Today, we think based on good evidence that every galaxy holds one supermassive black holes in its very center with mass at least a million up to tens of billion of solar masses.

 

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