View allAll Photos Tagged Analytics
The Jack Welch College of Business and the Office of Alumni Engagement presented “Careers in Analytics” on April 10, 2019, at the Martire Forum. The alumni panel featured Justin Baigert ’05, vice president, Data & Analytics at GE, Joseph Lucibello ’11, senior manager, data scientist at WWE and Suzanne May ’13, research manager at Purchased. The moderator was Khawaja Mamun, associate professor of economics. Photo by Mark F. Conrad
Mai Farid and John Spray present the Analytical Corner titled “Climate Change and Chronic Food Insecurity in Sub-Saharan Africa” during the 2022 Annual Meetings at the International Monetary Fund.
IMF Photo/Ariana Lindquist
10 October 2022
Washington, DC, United States
Photo ref: _V0A4661.CR3
Chao He and Diane C. Kostroch present during the Analytical Corner titled “Climate Change Challenges in Latin America & the Caribbean” for the 2021 Annual Meetings at the International Monetary Fund.
IMF Photo/Cory Hancock
30 September 2021
Washington, DC, United States
Photo ref: CH210930002.arw
Bridgei2i is very good provider of marketing analytics. Their marketing analytics ecosystem that provides a holistic view of the marketing data environment, enables innovation & technology for marketing automation, forecasting, and personalization and helps CMOs drive operationalization of analytics for improved effectiveness and ROI. They are very efficient. For more ... www.bridgei2i.com/marketing-analytics-solutions
The grave of Howard Carter
Howard Carter (9 May 1874 – 2 March 1939) was a British archaeologist and Egyptologist who discovered the intact tomb of the 18th Dynasty Pharaoh Tutankhamun in November 1922, the best-preserved pharaonic tomb ever found in the Valley of the Kings.
Howard Carter was born in Kensington on 9 May 1874, the youngest child (of eleven) of artist and illustrator Samuel John Carter and Martha Joyce (née Sands). His father helped train and develop his artistic talents.
Carter spent much of his childhood with relatives in the Norfolk market town of Swaffham, the birthplace of both his parents. Receiving only limited formal education at Swaffham, he showed talent as an artist. The nearby mansion of the Amherst family, Didlington Hall, contained a sizable collection of Egyptian antiques, which sparked Carter's interest in that subject. Lady Amherst was impressed by his artistic skills, and in 1891 she prompted the Egypt Exploration Fund (EEF) to send Carter to assist an Amherst family friend, Percy Newberry, in the excavation and recording of Middle Kingdom tombs at Beni Hasan.
Although only 17, Carter was innovative in improving the methods of copying tomb decoration. In 1892, he worked under the tutelage of Flinders Petrie for one season at Amarna, the capital founded by the pharaoh Akhenaten. From 1894 to 1899, he worked with Édouard Naville at Deir el-Bahari, where he recorded the wall reliefs in the temple of Hatshepsut.
In 1899, Carter was appointed Inspector of Monuments for Upper Egypt in the Egyptian Antiquities Service (EAS). Based at Luxor, he oversaw a number of excavations and restorations at nearby Thebes, while in the Valley of the Kings he supervised the systematic exploration of the valley by the American archaeologist Theodore Davis. In 1904, after a dispute with local people over tomb thefts, he was transferred to the Inspectorate of Lower Egypt. Carter was praised for his improvements in the protection of, and accessibility to, existing excavation sites, and his development of a grid-block system for searching for tombs. The Antiquities Service also provided funding for Carter to head his own excavation projects.
Carter resigned from the Antiquities Service in 1905 after a formal inquiry into what became known as the Saqqara Affair, a violent confrontation between Egyptian site guards and a group of French tourists. Carter sided with the Egyptian personnel, refusing to apologise when the French authorities made an official complaint. Moving back to Luxor, Carter was without formal employment for nearly three years. He made a living by painting and selling watercolours to tourists and, in 1906, acting as a freelance draughtsman for Theodore Davis.
In 1907, he began work for Lord Carnarvon, who employed him to supervise the excavation of nobles' tombs in Deir el-Bahri, near Thebes. Gaston Maspero, head of the Egyptian Antiquities Service, had recommended Carter to Carnarvon as he knew he would apply modern archaeological methods and systems of recording. Carter soon developed a good working relationship with his patron, with Lady Burghclere, Carnarvon's sister, observing that "for the next sixteen years the two men worked together with varying fortune, yet ever united not more by their common aim than by their mutual regard and affection".
In 1914, Lord Carnarvon received the concession to dig in the Valley of the Kings. Carter led the work, undertaking a systematic search for any tombs missed by previous expeditions, in particular that of the Pharaoh Tutankhamun. However, excavations were soon interrupted by the First World War, Carter spending the war years working for the British Government as a diplomatic courier and translator. He enthusiastically resumed his excavation work towards the end of 1917.
By 1922, Lord Carnarvon had become dissatisfied with the lack of results after several years of finding little. After considering withdrawing his funding, Carnarvon agreed, after a discussion with Carter, that he would fund one more season of work in the Valley of the Kings.
Carter returned to the Valley of Kings, and investigated a line of huts that he had abandoned a few seasons earlier. The crew cleared the huts and rock debris beneath. On 4 November 1922, their young water boy accidentally stumbled on a stone that turned out to be the top of a flight of steps cut into the bedrock. Carter had the steps partially dug out until the top of a mud-plastered doorway was found. The doorway was stamped with indistinct cartouches (oval seals with hieroglyphic writing). Carter ordered the staircase to be refilled, and sent a telegram to Carnarvon, who arrived from England two-and-a-half weeks later on 23 November, accompanied by his daughter Lady Evelyn Herbert.
On 24 November 1922, the full extent of the stairway was cleared and a seal containing Tutankhamun's cartouche found on the outer doorway. This door was removed and the rubble-filled corridor behind cleared, revealing the door of the tomb itself. On 26 November Carter, with Carnarvon, Lady Evelyn and assistant Arthur Callender in attendance, made a "tiny breach in the top left-hand corner" of the doorway, using a chisel that his grandmother had given him for his 17th birthday. He was able to peer in by the light of a candle and see that many of the gold and ebony treasures were still in place. He did not yet know whether it was "a tomb or merely an old cache", but he did see a promising sealed doorway between two sentinel statues. Carnarvon asked, "Can you see anything?" Carter replied: "Yes, wonderful things!" Carter had, in fact, discovered Tutankhamun's tomb (subsequently designated KV62). The tomb was then secured, to be entered in the presence of an official of the Egyptian Department of Antiquities the next day. However that night, Carter, Carnarvon, Lady Evelyn and Callender apparently made an unauthorised visit, becoming the first people in modern times to enter the tomb. Some sources suggest that the group also entered the inner burial chamber. In this account, a small hole was found in the chamber's sealed doorway and Carter, Carnarvon and Lady Evelyn crawled through.
The next morning, 27 November, saw an inspection of the tomb in the presence of an Egyptian official. Callender rigged up electric lighting, illuminating a vast haul of items, including gilded couches, chests, thrones, and shrines. They also saw evidence of two further chambers, including the sealed doorway to the inner burial chamber, guarded by two life-size statues of Tutankhamun. In spite of evidence of break-ins in ancient times, the tomb was virtually intact, and would ultimately be found to contain over 5,000 items.
On 29 November the tomb was officially opened in the presence of a number of invited dignitaries and Egyptian officials.
Realising the size and scope of the task ahead, Carter sought help from Albert Lythgoe of the Metropolitan Museum's excavation team, working nearby, who readily agreed to lend a number of his staff, including Arthur Mace and archaeological photographer Harry Burton, while the Egyptian government loaned analytical chemist Alfred Lucas. The next several months were spent cataloguing and conserving the contents of the antechamber under the "often stressful" supervision of Pierre Lacau, director general of the Department of Antiquities. On 16 February 1923, Carter opened the sealed doorway and confirmed it led to a burial chamber, containing the sarcophagus of Tutankhamun. The tomb was considered the best preserved and most intact pharaonic tomb ever found in the Valley of the Kings, and the discovery was eagerly covered by the world's press. However, much to the annoyance of other newspapers, Lord Carnarvon sold exclusive reporting rights to The Times. Only Arthur Merton of that paper was allowed on the scene, and his vivid descriptions helped to establish Carter's reputation with the British public.
Towards the end of February 1923, a rift between Lord Carnarvon and Carter, probably caused by a disagreement on how to manage the supervising Egyptian authorities, temporarily halted the excavation. Work recommenced in early March after Lord Carnarvon apologised to Carter. Later that month Lord Carnarvon contracted blood poisoning while staying in Luxor near the tomb site. He died in Cairo on 5 April 1923. Lady Carnarvon retained her late husband's concession in the Valley of the Kings, allowing Carter to continue his work.
Carter's meticulous assessing and cataloguing of the thousands of objects in the tomb took nearly ten years, most being moved to the Egyptian Museum in Cairo. There were several breaks in the work, including one lasting nearly a year in 1924–25, caused by a dispute over what Carter saw as excessive control of the excavation by the Egyptian Antiquities Service. The Egyptian authorities eventually agreed that Carter should complete the tomb's clearance. This continued until 1929, with some final work lasting until February 1932.
Despite the significance of his archaeological find, Carter received no honour from the British government. However, in 1926, he received the Order of the Nile, third class, from King Fuad I of Egypt. He was also awarded an honorary degree of Doctor of Science by Yale University and honorary membership in the Real Academia de la Historia of Madrid, Spain.
Carter wrote a number of books on Egyptology during his career, including Five Years' Exploration at Thebes, co-written with Lord Carnarvon in 1912, describing their early excavations, and a three-volume popular account of the discovery and excavation of Tutankhamun's tomb. He also delivered a series of illustrated lectures on the excavation, including a 1924 tour of Britain, France, Spain and the United States. Those in New York and other US cities were attended by large and enthusiastic audiences, sparking American Egyptomania, with President Coolidge requesting a private lecture.
Carter could be awkward in company, particularly with those of a higher social standing. Often abrasive, he admitted to having a hot temper, which often aggravated disputes, including the 1905 Saqqara Affair and the 1924–25 dispute with Egyptian authorities.
The suggestion that Carter had an affair with Lady Evelyn Herbert, the daughter of the 5th Earl of Carnarvon, was later rejected by Lady Evelyn herself, who told her daughter Patricia that "at first I was in awe of him, later I was rather frightened of him", resenting Carter's "determination" to come between her and her father. More recently, the 8th Earl dismissed the idea, describing Carter as a "stoical loner". Harold Plenderleith, a former associate of Carter's at the British Museum, was quoted as saying that he knew "something about Carter that was not fit to disclose", perhaps suggesting that Plenderleith believed that Carter was homosexual. There is, however, no evidence that Carter enjoyed any close relationships throughout his life, and he never married nor had children.
After the clearance of the tomb had been completed in 1932 Carter retired from excavation work. He continued to live in his house near Luxor in winter and retained a flat in London but, as interest in Tutankhamun declined, he lived a fairly isolated existence with few close friends.
He had acted as a part-time dealer for both collectors and museums for a number of years. He continued in this role, including acting for the Cleveland Museum of Art and the Detroit Institute of Arts.
Carter died at his London flat at 49 Albert Court, next to the Royal Albert Hall, on 2 March 1939, aged 64 from Hodgkin's disease.
The epitaph on his gravestone reads: "May your spirit live, may you spend millions of years, you who love Thebes, sitting with your face to the north wind, your eyes beholding happiness", a quotation taken from the Wishing Cup of Tutankhamun, and "O night, spread thy wings over me as the imperishable stars".
Probate was granted on 5 July 1939 to Egyptologist Henry Burton and to publisher Bruce Sterling Ingram. Carter is described as Howard Carter of Luxor, Upper Egypt, Africa, and of 49 Albert Court, Kensington Grove, Kensington, London. His estate was valued at £2,002. The second grant of Probate was issued in Cairo on 1 September 1939. In his role as executor, Burton identified at least 18 items in Carter's antiquities collection that had been taken from Tutankhamun's tomb without authorisation. As this was a sensitive matter that could affect Anglo-Egyptian relations, Burton sought wider advice, finally recommending that the items be discreetly presented or sold to the Metropolitan Museum of Art, with most eventually going either there or to the Egyptian Museum in Cairo. The Metropolitan Museum items were later returned to Egypt.
Jehann Jack and Tarak Jardak present during the Analytical Corner titled “Addressing the Looming Problem of Bad Loans in Sub-Saharan Africa” for the 2021 Annual Meetings at the International Monetary Fund.
IMF Photo/Cory Hancock
29 September 2021
Washington, DC, United States
Photo ref: CH210929044.arw
Katharina Bergant presents on From Pollution Intensive Jobs to Green Jobs – A Seamless Transition during an Analytical Corner recording at the International Monetary Fund.
IMF Photo/Joshua Roberts
06 April, 2022
Washington, DC, USA
Photo ref: JR220406015.jpg
en.wikipedia.org/wiki/Plant_intelligence
Plant intelligence is an ongoing scientific field which combines physiology, ecology and molecular biology to investigate whether certain species of plant could be considered intelligent. Studies indicate that some species are capable of communication[1] and grow healthier while listening to music.
www.csmonitor.com/2005/0303/p01s03-usgn.html
www.springerlink.com/content/m851130561r57518/
Published online: 2 September 2005
Abstract Intelligent behavior is a complex adaptive phenomenon that has evolved to enable organisms to deal with variable environmental circumstances. Maximizing fitness requires skill in foraging for necessary resources (food) in competitive circumstances and is probably the activity in which intelligent behavior is most easily seen. Biologists suggest that intelligence encompasses the characteristics of detailed sensory perception, information processing, learning, memory, choice, optimisation of resource sequestration with minimal outlay, self-recognition, and foresight by predictive modeling. All these properties are concerned with a capacity for problem solving in recurrent and novel situations. Here I review the evidence that individual plant species exhibit all of these intelligent behavioral capabilities but do so through phenotypic plasticity, not movement. Furthermore it is in the competitive foraging for resources that most of these intelligent attributes have been detected. Plants should therefore be regarded as prototypical intelligent organisms, a concept that has considerable consequences for investigations of whole plant communication, computation and signal transduction.
www.sciencenews.org/view/feature/id/44327/title/No_braine...
No brainer behavior
Messages, memory, maybe even intelligence — botanists wrangle over how far plants can goBy Susan Milius June 20th, 2009; Vol.175 #13 (p. 16) Text Size
Enlarge
ACTIVE VEGETATION
Plants move. Time-lapse photography reveals the circular sweep of a Lonicera japonica vine during two hours of growth. But an evolving definition of plant behavior doesn't even require motion. It turns out, plants behave in myriad, often-hidden ways. Ash Kaushesh and Katherine Larson In a somewhat different world, Consuelo M. De Moraes would be revolutionizing vampire fiction.
Her lab at Penn State University studies predators that entangle prey in a tight embrace, pierce victims’ tissue and suck out nourishment. In the last few years, De Moraes and her colleagues have found that the predators even hunt down prey by scent.
Creepy as her predator, Cuscuta pentagona, is, it is also, frankly, a plant. Better known as five-angled dodder, its orange tentacles bypass the porcelain throats of young women in favor of the slim stems of young tomato plants. De Moraes and other researchers are showing that plants behave and misbehave as dramatically as animals. But there’s still not much hope for a feature-length dodder movie.
“I think most people regard plants as being pretty unresponsive and stuck in one place,” laments ecologist Richard Karban of the University of California, Davis. “Now, animals, they’re interestingbecause they can change and act in response to their environment.”
It’s a dichotomy Karban doesn’t accept for one second. When he and an animal behaviorist recently supervised a grad student, he remembers, “I would constantly want to say, ‘Oh yeah! Yeah! Plants do that too!’” Recent findings on plant capacities, he declares in a 2008 paper in Ecology Letters, reveal “high levels of sophistication previously thought to be within the sole domain of animal behavior.”
Even plants less vampirish than Cuscuta vines forage strategically for their food, and there’s evidence that plants fight each other over resources. In a broad sense of the word, plants communicate — some essentially scream for help. Also, a plant can respond to stimuli depending on its history of previous experiences, a tendency Karban is willing to call a sign of memory.
Karban stops there, but other plant scientists go much further in borrowing animal terminology. In May, researchers gathered in Florence, Italy, for their fifth annual meeting on “plant neurobiology,” and some of these green neuroscientists talk about searching for a plant “brain.” The June issue of Plant, Cell & Environment, devoted to plant behavior, even begins with a paper that uses the term “plant intelligence.”
Expanding the language for describing plants to include at least some “behavior” words could expand ideas for research, Karban contends. Plant researchers might do well to borrow analytic techniques from animal scientists, he adds. Finally, everyone may discover just how exciting it can be to watch grass grow.
Movement in animal time
One of the first questions posed to believers in plant behavior is, “How can plants behave if they can’t move?”
Part one of plant behaviorists’ almost universal answer: Plants do move.
Enlarge
FAST EATER
The delicate-looking swollen bladderwort, Utricularia inflata, can kick into action quickly. An unsuspecting bug that finds its way to one of the underwater plant's traps (shown above) will be sucked in through a trapdoor. Barry Rice/Sarracenia.comTime-lapse photography of growing shoots reveals spooky, circular sweeps called nutation. The circular motion arises because a shoot does not necessarily grow evenly, with cells on one side elongating as fast as cells on the other. Growth rate varies on different sides. Over hours or days, the growing tip moves like a turning searchlight.
And as plant scientists relish pointing out, some plants do move in animal time, especially those that hunt animals for food. When it lands inside the open jaws of a Venus flytrap, a fly may jog trigger hairs. An electrical signal zaps through the plant tissue and the two sides of the trap can close like a book in less than a second. And a water flea that bumbles into a little cup of a bladderwort likewise confronts the peril of touch-sensitive triggers. A trapdoor opens within 30 milliseconds, and the flea whooshes down into a digestive chamber.
No insects are harmed when white mulberry trees bloom, but the Morus alba flowers open with a quick puff of yellow pollen. In a lab setup, a team of aerosol specialists at Caltech found the mulberry flower’s parts moving at speeds exceeding Mach 0.5. Pollen flinging could thus be the fastest biological movement yet observed, the team reported in 2006, and team member James House says he’s not aware of any challenges since.
But while plants trap and snap with boastable speeds, the second theme of a typical plant scientist’s comments about motion is that it doesn’t really matter in defining behavior.
Motion seems an unfortunately strict requirement, even for animal behavior, says Jonathan Silvertown of the Open University in Milton Keynes, England. He studies plant communities, and in 1989 worked with animal behaviorist Deborah Gordon, now at Stanford University, to outline a framework for defining plant behavior. A hedgehog playing dead is certainly behaving, they wrote.
Still behavior
“Behavior,” they proposed, applies to “what a plant or animal does, in the course of an individual’s lifetime, in response to some event or change in its environment.” This concept does not include intent, the team wrote, and Karban concurs. “Even in people, determining intent is very difficult,” he says.
This motion-free, intent-free definition allows the concept of behavior to embrace an activity in which plants excel: releasing chemical bursts, says plant community ecologist Kerry Metlen of the University of Montana in Missoula. Plants secrete secondary metabolites, chemicals that go beyond the basics of metabolism. These substances can prospect for food, wage war and call for reinforcements, all the while gossiping in chemical detail. “Plants are prodigious chemists,” Metlen says.
These chemical doings also show two other qualities that Metlen requires for plants behaving. A behavior should start relatively fast and it should be reversible, he and his colleagues contend in the June Plant, Cell & Environment.
Fighting tooth and chemical
Consider foraging, Metlen says. Iconic scenes of animal behavior star cheetahs streaking toward an antelope lunch. Underfoot, it turns out, the plants are hunting too, just by different means.
Enlarge
ROOT WARRIOR
Exposed to a secretion from an invasive knapweed, the root of a blanketflower within an hour responds with its own secretion (right, shown as gel acidifies and turns yellow). At left is an unexposed root. Tiffany Weir et al./Planta 2006In a very basic sense, plants hunt by sending out roots. Decades of research have established that plants are strategic, allotting root growth to the promising patches and skimping on dead zones.
Plants also have their version of the cheetah pounce, but it’s chemical. Metlen’s favorite example, he says, comes from a study of fava beans by Long Li at China Agricultural University in Beijing and a network of colleagues. Like other plants, the beans need phosphorus. When researchers put the plants in phosphorus-poor agar gel, the beans took “action.” They acidified the material around their roots, causing malate and citrate concentrations in the agar to increase in such quantities that the gel’s pH dropped by about two units within six hours. Driving down soil pH increases plants’ phosphorus uptake, so chemically those bean roots were chasing and grabbing the food they needed.
One plant Metlen is studying now, spotted knapweed, adds a root-war twist to the chemical-pounce scenario. Back in its native Eurasian range, Centaurea maculosa grows here and there as an occasional member of mixed-plant communities. Its roots exude a substance called catechin, which makes phosphorus more available in certain soils.
Spotted knapweed has moved to North America. Where it once had an occasional presence, it is now a land grabber. Knapweed blankets entire slopes and pushes out native vegetation. One of the secrets for its new success may be the catechin. European neighbors of knapweed don’t seem bothered by catechin seeps, but some North American species can’t cope. A handy dietary aid has turned into an invader’s chemical weapon.
It’s root versus root, and research, including a 2006 Planta paper, suggests that some native species fight back, chemically of course. A lupine and a blanketflower can still grow when knapweed erupts in the neighborhood. Expose the two species to catechin and their roots exude extra oxalate, four times the normal level for the blanketflower and 40 times normal for the lupine. The oxalate may defang the catechin, with protection extending beyond the blanketflower and lupines to other native species growing near enough.
Volatile messages
It’s not neighboring plants but insects that come to the rescue when a plant cries for help. Karban, in his 2008 paper, argued that these behaviors amount to a plant version of communication.
When mites or caterpillars bite into leaves or stems, the attacked plant releases volatile compounds. It’s not just that sap dribbling from an open wound happens to have a scent. In corn, for example, insects boring into the stem prompt leaves to release complex blends of volatile chemicals.
Blends include a lot of information. Some plants enduring the indignity of a researcher snipping their leaves will release volatiles, but not of quite the same aroma as when caterpillars bite.
Some of the insects that prey on other insects react to these volatiles, swarming to the attacked plant to dine on the attackers. Research has found that certain of these ambulance-chasing predators respond selectively, flying toward the aromatic news of pests they prefer to eat while ignoring aromas from attacks by species they don’t fancy. For example, a little wasp that can only manage to inject its eggs into young caterpillars reacts to volatiles of plants under the attack of such tender youngsters. But the wasp doesn’t respond to volatiles from infestations inflicted by older caterpillars.
Neighboring plants can eavesdrop on the volatile signals too, and some respond by priming their own defenses.
Karban is willing to use the term “communication” for these chemical outbursts. He acknowledges, however, that strict definitions of communication demand that both the cue-emitter and the receiver benefit from the exchange. Plant volatiles that bring insect rescue may fit even this tougher definition, he says.
Remember me?
Warfare, chemical or otherwise, changes surviving plants much as it might animal survivors, according to research on the phenomenon of priming.
A poplar leaf once scarred by insect attack kicks its defense genes into high gear faster during the next attack than a naive leaf does, says De Moraes. “Memory comes with so much baggage,” she says, so she uses the term priming or preparedness. Karban, among other researchers, does compare this effect of past experience in plants to memory in animals.
And De Moraes’ work shows that even a rumor of war can create a state of preparedness in a naive leaf. The way poplars’ internal plumbing system is structured means that a leaf does not have a direct connection to its immediate neighbor. When De Moraes experimentally “attacks” leaf number one, volatiles waft to near neighbors, and those volatiles can constitute gossip about the nature of the attacker. Should she challenge those neighbors later with their own crisis, they rev up their defense genes faster than does a leaf prevented from receiving the informative volatiles. Biochemical gossip has its value.
That warnings waft over a plant’s own leaves may help explain how the volatile cues evolved, De Moraes says. Biochemical messages benefit the gossiping plant itself, rather than just its neighbors.
Neighboring plants may be listening in, but perhaps the wounded plant is getting big benefits just from talking to itself, De Moraes says. And plants may be able to distinguish self from nonself, according to Karban’s current research effort. He is finding evidence that a sagebrush plant shows signs of distinguishing its own airborne signals from those of other sagebrushes. A sagebrush plant that sniffed volatiles from wounded neighbors that are genetically identical to it was more resistant to attack than were sagebrush plants exposed to volatiles from genetically different plants, he and a colleague report in the June Ecology Letters. That plants have some powers of self-recognition opens a new arena of comparisons with animals.
Green neuroscience
De Moraes, Metlen and Karban borrow animal terms moderately, but other plant scientists go much further. Anthony Trewavas of the University of Edinburgh freely uses the phrase “plant intelligence.”
For defining intelligence, he says that “a capacity for problem solving is the best descriptor that I have come across, and problem solving is something all organisms have to do.”
Botanists have already borrowed plenty of other originally human terms, such as arms races, foraging, cross talk and vascular system, even though the plant versions rely on mechanisms that are different from the human ones. People comfortably say computers have memory and can even learn. Trewavas is now working on a book on “plant behavior and intelligence.”
In a similar vein, other plant scientists argue for what they call “plant neurobiology.” In a 2006 manifesto introducing the field to readers of Trends in Plant Science, Eric Brenner of the New York Botanical Garden and five colleagues describe their aim as understanding “how plants process the information they obtain from their environment.” They write that, almost a century ago, researchers reported electrical activity in plant tissues as part of the early explorations of electrophysiology in all living things. Also, the major neurotransmitters in animal nervous systems, including acetylcholine, serotonin, GABA and glutamate, occur naturally in plants.
Figuring out what all of this means for plants is drawing researchers’ attention. “The most important thing is that we’re missing something,” Brenner says.
Applying neurobiology terms to plants has sparked debate aplenty. “I see no reason why one can’t simply talk about signal transduction in plants,” objects David G. Robinson of the University of Heidelberg in Germany.
He also argues that even simple animals can be trained to respond to a stimulus, so he challenges plant neurobiologists to train a plant, perhaps to bend toward yellow light or to avoid blue. “My guess is that neither experiment would work,” he says. His final take on plant neurobiology: “Absolute rubbish, rubbish!”
Plant neurobiology isn’t yet attracting many enthusiasts, says Michael J. Hutchings of the University of Sussex in Brighton, England, who adds that he is not a fan. But he says a wide range of plant biologists do think of their subjects as having some capacity to behave.
Failing to use “behavior” language feeds a notion of “plants as really boring,” as Hutchings puts it. For bringing a more dynamic vision of plants into research and teaching, he says, “It’s about time.”
Carlo Pizzinelli and Jorge Alvarez present during an Analytical Corner called “Covid-19 and Labor Markets in Latin America” for the 2021 Spring Meetings at the International Monetary Fund.
IMF Photo/Cory Hancock
25 March 2021
Washington, DC, United States
Photo ref: CH2103251451.arw
Inspired by the Learning Analytics and Knowledge Conference, LAK11. More explanation: dougclow.wordpress.com/2011/02/28/the-learning-analytics-...
Bikram Yoga Inspired Yoga Class with Maggie Grove (1 hour) youtu.be/V5i5Qz2IGJE youtu.be/mQnAvEbDNPg This 60 minute Bikram inspired yoga class taught by Los Angeles yoga teacher Maggie Grove includes the best of the classic Bikram series, condensed into a powerful 1 hour yoga practice. Maggie's concise & approachable teaching encourages a simple yet challenging class, with plenty of smart alignment instruction to help you learn the poses, promoting strength, balance & flexibility. A perfect yoga practice for all levels. Maggie uses a specially designed series of poses to generate inner heat, simulating the environment of a hot room and providing the Bikram student a novel means to generate heat internally for a truly fulfilling and purifying workout. Maggie Grove has taught yoga for over 10 years and has trained with Bikram, as well as in Kundalini, prenatal & power yoga. About Bikram Yoga: Bikram Yoga is a system of yoga that Bikram Choudhury who combined traditional hatha yoga techniques to form the basis of his famous 26 postures, including two breathing exercises.Bikram Yoga is ideally practiced in a room heated to 104 °F with a humidity of 40%. Check out all of our great Heart Alchemy Yoga flow videos below: Five Tibetan Rites with John Golterman youtu.be/nnNJoRLJG9E Power Yoga for Weight Loss youtu.be/yUtK7v3dsr0 Strong Yoga For Beginners Workout youtu.be/xglmLhDppmo Meditative Bhakti Yoga Flow youtu.be/mQnAvEbDNPg Bhakti Yoga Workout youtu.be/AHMO0Ja0XC4 Cardio Yoga Workout youtu.be/hy-qss2Takg Yoga Workout 1 hour Yoga For Weight Loss youtu.be/yUtK7v3dsr0 Power Yoga Flow youtu.be/XpGnuK_u4gQ Bhakti Yoga Class youtu.be/K9scEzgir-8 Yoga for Beginners youtu.be/EaKZ3Xtxf5A Mindfulness Meditation youtu.be/2K-ZcAgka2g Gentle Yin Yoga Full Class youtu.be/Z3AlyD1CIJw Bhakti Yoga flow heart opening yoga workout with Kumi Yogini youtu.be/onS6uq94NHw Bhakti yoga class yoga flow with Kumi Yogini ॐ youtu.be/K9scEzgir-8 bhakti yoga class with Kumi Yogini youtu.be/ch4CEW-vEoc Advanced Yoga Workout - Inversions, Hand Stand, Core Work youtu.be/KbLVYpQ74Zo Bhakti Yoga Flow youtu.be/KvhIvZyemtI Inspired Yoga Workout with Breathwork youtu.be/_wG5hEBrMJQ Strong beginners Yoga Workout with JQ Williams youtu.be/vQdOhTKfEt8 Bhakti Yoga flow yoga workout youtu.be/VPmOF99bBHg Beginners Yoga Flow 2015 youtu.be/Dva-ThUN6Ww Bhakti Yoga Flow with Kumi Yogini 2015 youtu.be/onS6uq94NHw Yoga for Beginners Level 1 yoga workout youtu.be/f2sIjOHFZuU Yoga Flow youtu.be/YKVhB4TxuwU 40 Minute Yin Yoga Class youtu.be/O_Vg-j5lkuA Strong Power Yoga Flow youtu.be/UwJFpTRXI-g Yoga flow daily recharge total body workout youtu.be/LiTlpC0RU6Q Strong Power Yoga Flow youtu.be/Ua10v6kw27c 30 Minute Power Yoga Flow with Twists for detox youtu.be/Sy25cbDGqBM 30 Minute Daily Yoga Flow for weight loss youtu.be/Vc4u04a5A4o Yoga for Beginners youtu.be/3gWJBgAIXwg Sun Salutations (Surya A Surya B) youtu.be/GHGU18zg4rs Click below to subscribe to our channel: youtube.com/heartalchemyyoga Our Sites www.heartalchemyyoga.com plus.google.com/+HeartAlchemyYoga facebook.com/heartalchemyyoga instagram.com/travlinyogini twitter.com/travlinyogini www.pinterest.com/travlinyogini www.michellegoldsteinyoga.com
The Big Data Analytics Training is designed by experts using real life business datasets. In this candidates get practical training on cutting edge tools and big data platforms like R and Hadoop. To know more visit www.analytixlabs.co.in/big-data-analytics-hadoop-training/
Business market research is designed to gather and analyze data as it relates to marketing your products, services, and the changing elements of customer behavior.
For more information visit : www.researchoptimus.com/market/business-research.php
Margaux Macdonald, Economist (Research Department) and Davide Malacrino, Economist (Research Department) speak at Analytical corner on the topic of “Boosting Productivity in the Aftermath of COVID-19”.
IMF Photo/Kim Haughton
28 September 2021
Washington, DC, United States
Photo ref: KH210928126.jpg
"Dynapt Solution is the best Data analytics Company.Data analytics technologies and techniques are widely used in commercial industries to enable organizations to make more-informed business decisions. We do Data Analytics and do it with the great passion and extremely well.
For more information contact us at +91-011-41059668
Also visit our website: www.dynaptsolutions.com/
"
Chao He and Diane C. Kostroch present during the Analytical Corner titled “Climate Change Challenges in Latin America & the Caribbean” for the 2021 Annual Meetings at the International Monetary Fund.
IMF Photo/Cory Hancock
30 September 2021
Washington, DC, United States
Photo ref: CH210930007.arw
Bridgei2i is very good provider of insurance analytics. Their insurance analytics solutions bring in a unique combination of advanced analytics techniques and domain experience to help businesses develop a clear understanding of the market landscape, prioritize marketing channels and transform digital data into actionable insights to deliver incremental marketing return on investment. For more.. www.bridgei2i.com/insurance-analytics-solutions
Sébastien Leduc and Carolina Osorio-Buitron present during the Analytical Corner titled “Tax Policy for Inclusive Growth Post Pandemic” for the 2021 Annual Meetings at the International Monetary Fund.
IMF Photo/Cory Hancock
28 September 2021
Washington, DC, United States
Photo ref: CH210928026.arw
Clavax Technologies is a provider of Big data and analytics solutions for businesses trying to leverage their products, processes, and consumer experiences. Deriving actionable insights from a 90% unstructured and 10% structured is no easy feat, which can only be effective if enterprises are able to generate timely analyzes.
Ting Lan present during the Analytical Corner titled “Measuring Inequality in the COVID-19 World” for the 2021 Annual Meetings at the International Monetary Fund.
IMF Photo/Cory Hancock
29 September 2021
Washington, DC, United States
Photo ref: CH210929031.arw
See www.ned-potter.com/blog/twitter-analytics-is-now-free-for... for the context - what we can learn from the newly available tool
Your favorite dashboard is now available in the Apple app store. Today we launched the new Netvibes app for iPhone, iPad and iPod so you can always keep your important content close at hand. (Don’t worry, Android fans, your app is coming soon).
itunes.apple.com/us/app/netvibes-reader-social-analytics/...
Curation Analytics is like having your very own research department endlessly analyze every word of your documentation in order to make it easier to improve your content.
It consists of tools like ratings and reviews, tools that analyze search terms, tools that tell you exactly when an article was last updated and reports that tell you if an article is meeting the needs of the consumer.