Remote Sensing image analysis is mostly done using only spectral information on a pixel by pixel basis. Information captured in neighbouring cells, or information about patterns surrounding the pixel of interest often provides useful supplementary information. This book presents a wide range of innovative and advanced image processing methods for including spatial information, captured by neighbouring pixels in remotely sensed images, to improve image interpretation or image classification. Presented methods include different types of variogram analysis, various methods for texture quantification, smart kernel operators, pattern recognition techniques, image segmentation methods, sub-pixel methods, wavelets and advanced spectral mixture analysis techniques. Apart from explaining the working methods in detail a wide range of applications is presented covering land cover and land use mapping, environmental applications such as heavy metal pollution, urban mapping and geological applications to detect hydrocarbon seeps.

The book is meant for professionals, PhD students and graduates who use remote sensing image analysis, image interpretation and image classification in their work related to disciplines such as geography, geology, botany, ecology, forestry, cartography, soil science, engineering and urban and regional planning.

FOREWORD This book came about as a result of two events: an exhibition on the Solvay Physics Councils, held in Brussels in May 1995, and a conference on the same theme which took place at the Free University of Brussels (ULB) on May 1Oth 1995. A book was published in French in conjunction with the exhibition, and much of the present publication is taken from that book. In addition, we have included some of the papers presented at the conference, as we believe they add a further dimension to the history of the Councils. The French term, Conseil Solvay, is usually translated into English as Solvay Conference or Congress. We have elected to retain the particular connotations of the French word Conseil by translating it instead as Council. The Councils were, after all, no ordinary conferences. Only a limited number of participants was invited, hand picked by a scientific committee, who for five to six days took an active part in the sessions and the long discussions that followed. Each day, one or two physicists would present a paper on a subject that had been chosen by the committee to fit in with the overall theme of the Council. The word Conseil expressly implies the gathering of an elite to engage in debate.

Widely considered the greatest genius of all time, Albert Einstein revolutionised our understanding of the cosmos with his general theory of relativity and helped to lead us into the atomic age. Yet in the final decades of his life he was also ignored by most working scientists, his ideas opposed by even his closest friends. This stunning downfall can be traced to Einstein's earliest successes and to personal qualities that were at first his best assets. Einstein's imagination and self-confidence served him well as he sought to reveal the universe's structure, but when it came to newer revelations in the field of quantum mechanics, these same traits undermined his quest for the ultimate truth. David Bodanis traces the arc of Einstein's intellectual development across his professional and personal life, showing how Einstein's confidence in his own powers of intuition proved to be both his greatest strength and his ultimate undoing. He was a fallible genius. An intimate and enlightening biography of the celebrated physicist, Einstein's Greatest Mistake reveals how much we owe Einstein today - and how much more he might have achieved if not for his all-too-human flaws.

'A refreshing variation on the will-intelligent-robots-bring-Armageddon genre . . . this colorful mixture of expert futurology and quirky speculation does not disappoint' Kirkus

'A robot may not injure a human being or, through inaction, allow a human being to come to harm.' Isaac Asimov, The First Law of Robotics

What robot and AI systems are being built and imagined right now? What do they say about us, their creators? Will they usher in a fantastic new future, or destroy us? What do some of our greatest thinkers, from physicist Brian Greene and futurist Kevin Kelly to inventor Dean Kamen, geneticist George Church and filmmaker Tiffany Shlain, anticipate for our human-robot future? For even as robots and AI intrigue us and make us anxious about the future, our fascination with robots has always been about more than the potential of the technology - it also concerns what robots tell us about being human.

From present-day Facebook and Amazon bots to near-future 'intimacy' bots and 'the robot that swiped my job' bots, bestselling American popular science writer David Ewing Duncan's Talking to Robots is a wonderfully entertaining and insightful guide to possible future scenarios about robots, both real and imagined.

Featured bots include robot drivers; doc bots; politician bots; warrior bots; sex bots; synthetic bio bots; dystopic bots that are hopefully just bad dreams; and ultimately, God Bot (as described by physicist Brian Greene).

These scenarios are informed by discussions with well-known thinkers, engineers, scientists, artists, philosophers and others, who share with us their ideas, hopes and fears about robots. David spoke with, among others, Kevin Kelly, David Baldacci, Brian Greene, Dean Kamen, Craig Venter, Stephanie Mehta, David Eagleman, George Poste, George Church, General R. H. Latiff, Robert Seigel, Emily Morse, David Sinclair, Ken Goldberg, Sunny Bates, Adam Gazzaley, Tim O'Reilly, Tiffany Shlain, Eric Topol and Juan Enriquez.

These discussions, along with some reporting on bot-tech, bot-history and real-time societal and ethical issues with robots, are the launch pads for unfurling possible bot futures that are informed by how people and societies have handled new technologies in the past.

The book describes how robots work, but its primary focus is on what our fixation with bots and AI says about us as humans: about our hopes and anxieties; our myths, stories, beliefs and ideas about beings both real and artificial; and our attempts to attain perfection.

We are at a pivotal moment when our ancient infatuation with human-like beings with certain attributes or superpowers - in mythology, religion and storytelling - is coinciding with our ability to actually build some of these entities.

From Aristotle's pioneering research into animal biology to Harvey's theory of the circulation of the blood; from Copernicus's theory of the heliocentric universe to Carl Sagan's speculations on extraterrestrial life; and from Einstein's theory of Relativity to Heisenberg's uncertainty principle, Eureka! condenses the essential biographies and principal discoveries of the world's most important scientists into 300 bite-sized entries. Spanning the full spectrum of scientific disciplines - including physics, biology, earth science, cosmology, chemistry, archaeology and behavioural science - this book is the perfect introduction to the pioneering work of scientists throughout the ages.

Everything in the universe is made up of the elements - including us. Forged in the Big Bang, the elements and their resulting compounds created the solar system, planet Earth, the air we breathe, the water we rely on and the proteins that would become life. In fact, everything in the known Universe is made up of one of the 118 elements of the periodic table - so we really should know something about them! This little book is the perfect guide, listing all the elements' vital stats, and exploring their astonishing histories and usages in an accessible and easy-to-understand way.

Inside the epic quest to find life on the water-rich moons at the outer reaches of the solar system Where is the best place to find life beyond Earth? We often look to Mars as the most promising site in our solar system, but recent scientific missions have revealed that some of the most habitable real estate may actually lie farther away. Beneath the frozen crusts of several of the small, ice-covered moons of Jupiter and Saturn lurk vast oceans that may have existed for as long as Earth, and together may contain more than fifty times its total volume of liquid water. Could there be organisms living in their depths? Alien Oceans reveals the science behind the thrilling quest to find out. Kevin Peter Hand is one of today's leading NASA scientists, and his pioneering research has taken him on expeditions around the world. In this captivating account of scientific discovery, he brings together insights from planetary science, biology, and the adventures of scientists like himself to explain how we know that oceans exist within moons of the outer solar system, like Europa, Titan, and Enceladus. He shows how the exploration of Earth's oceans is informing our understanding of the potential habitability of these icy moons, and draws lessons from what we have learned about the origins of life on our own planet to consider how life could arise on these distant worlds. Alien Oceans describes what lies ahead in our search for life in our solar system and beyond, setting the stage for the transformative discoveries that may await us.

Quantum mechanics is one of mankind's most remarkable intellectual achievements. Stunningly successful and elegant, it challenges our deepest intuitions about the world. In this book, seventeen physicists and philosophers, all deeply concerned with understanding quantum mechanics, reply to Schlosshauer's penetrating questions about the central issues. They grant us an intimate look at their radically different ways of making sense of the theory's strangeness. What is quantum mechanics about? What is it telling us about nature? Can quantum information or new experiments help lift the fog? And where are we headed next? Everyone interested in the contemporary but often longstanding conundrums of quantum theory, whether lay reader or expert, will find much food for thought in these pages. A wealth of personal reflections and anecdotes guarantee an engaging read. Participants: Guido Bacciagaluppi, Caslav Brukner, Jeffrey Bub, Arthur Fine, Christopher Fuchs, GianCarlo Ghirardi, Shelly Goldstein, Daniel Greenberger, Lucien Hardy, Anthony Leggett, Tim Maudlin, David Mermin, Lee Smolin, Antony Valentini, David Wallace, Anton Zeilinger, and Wojciech Zurek.

view, showing that multiple molecular pathways must be affected for cancer to develop, but with different specific proteins in each pathway mutated or differentially expressed in a given tumor (The Cancer Genome Atlas Research Network 2008; Parsons et al. 2008). Different studies demonstrated that while widespread mutations exist in cancer, not all mutations drive cancer development (Lin et al. 2007). This suggests a need to target only a deleterious subset of aberrant proteins, since any tre- ment must aim to improve health to justify its potential side effects. Treatment for cancer must become highly individualized, focusing on the specific aberrant driver proteins in an individual. This drives a need for informatics in cancer far beyond the need in other diseases. For instance, routine treatment with statins has become widespread for minimizing heart disease, with most patients responding to standard doses (Wilt et al. 2004). In contrast, standard treatment for cancer must become tailored to the molecular phenotype of an individual tumor, with each patient receiving a different combination of therapeutics aimed at the specific aberrant proteins driving the cancer. Tracking the aberrations that drive cancers, identifying biomarkers unique to each individual for molecular-level di- nosis and treatment response, monitoring adverse events and complex dosing schedules, and providing annotated molecular data for ongoing research to improve treatments comprise a major biomedical informatics need.

"The IMO Compendium" is the ultimate collection of challenging high-school-level mathematics problems and is an invaluable resource not only for high-school students preparing for mathematics competitions, but for anyone who loves and appreciates mathematics.

The International Mathematical Olympiad (IMO), nearing its 50th anniversary, has become the most popular and prestigious competition for high-school students interested in mathematics. Only six students from each participating country are given the honor of participating in this competition every year. The IMO represents not only a great opportunity to tackle interesting and challenging mathematics problems, it also offers a way for high school students to measure up with students from the rest of the world.

Until the first edition of this book appearing in 2006, it has been almost impossible to obtain a complete collection of the problems proposed at the IMO in book form. "The IMO Compendium" is the result of a collaboration between four former IMO participants from Yugoslavia, now Serbia and Montenegro, to rescue these problems from old and scattered manuscripts, and produce the ultimate source of IMO practice problems. This book attempts to gather all the problems and solutions appearing on the IMO through 2009. This second edition contains 143 new problems, picking up where the 1959-2004 edition has left off.

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Fifty thousand years ago--merely a blip in evolutionary time--our "Homo sapiens" ancestors were competing for existence with several other human species, just as their precursors had done for millions of years. Yet something about our species distinguished it from the pack, and ultimately led to its survival while the rest became extinct. Just what was it that allowed "Homo sapiens" to become masters of the planet? Ian Tattersall, curator emeritus at the American Museum of Natural History, takes us deep into the fossil record to uncover what made humans so special. Surveying a vast field from initial bipedality to language and intelligence, Tattersall argues that "Homo sapiens" acquired a winning combination of traits that was not the result of long-term evolutionary refinement. Instead, the final result emerged quickly, shocking our world and changing it forever.

THE DEFINITIVE GUIDE TO CANNABIS AND YOUR HEALTH Underpinned by his two-year research trial in partnership with the Royal College of Psychiatrists, involving up to 20,000 patients, which will create Europe's largest body of evidence on the plant's medicinal qualities - Professor David Nutt and his team of scientists will break the mould on the way we use Cannabis for our health in the future. In David's first ground-breaking book on the subject, he will cover its impact of all areas of the body and the brain and its effective use for treatment of illness from chronic pain, epilepsy, multiple sclerosis and PTSD, to anxiety and depression. This is the essential knowledge that cuts through the noise and give us evidence-based information that will change people's lives.

Originally published during the early part of the twentieth century, the Cambridge Manuals of Science and Literature were designed to provide concise introductions to a broad range of topics. They were written by experts for the general reader and combined a comprehensive approach to knowledge with an emphasis on accessibility. Beyond the Atom by John Cox was first published in 1913. It offers a contemporaneous look at the rapid advances occurring in the study of radioactivity during the first decade of the twentieth century.

Discussion of the precise nature and position of boundaries between dis ciplines is nearly always counterproductive; the need is usually to cross them not to emphasize them. And any such discussion of the distinction between ethology and comparative psychology would today seem patently absurd. While there may be differences in outlook, no boundaries exist. But when Frank Beach started in research, that was not the case. Comparative psychology flourished in the United States whereas ethology was unknown. Beach started as a comparative psychologist and has always called himself either that or a behavioral endocrinologist. Yet, among the com parative psychologists of his generation, he has had closer links with the initially European ethologists than almost any other. He was indeed one of the editors of the first volume of Behaviour. That this should have been so is not surprising once one knows that his Ph. D. thesis concerned "The Neural Basis for Innate Behavior," that he used to sleep in the laboratory so that he could watch mother rats giving birth, and that in 1935 he was using model young to analyze maternal behavior. Furthermore, for nine years he worked in the American Museum of Natural History-in a department first named Experimental Biology and later, when Beach had saved it from extinction and become its chairman, the Department of Animal Behavior. It was in 1938, during Frank's time at the American Museum, that he was first introduced to Niko Tinbergen by Ernst Mayr."

The European People's Party, the largest political party in Europe, has roots that run deep in history. Founded in 1976 as a Christian Democratic federation, the European People's Party is now a strong centre-right movement and a leading European political family. It has member parties in almost all European countries, and it is very well represented in the institutions of the European Union. This book tells the story of the European People's Party: why it was founded, how it is currently organised and what its guiding ideas, values and principles are. It gives an up-to-date account of the party's contribution to European integration, its work with its member parties and its central role in organising the centre-right in Europe. Above all, this book is for everyone who wants to know what a European-level political party looks like, how it is structured and how it acts.

Charles Darwin's book about his grandfather, The Life of Erasmus Darwin, is curiously fascinating. Before publication in 1879, it was shortened by 16%, with several of the cuts directed at its most provocative parts. The cutter, with Charles's permission, was his daughter Henrietta - an example of the strong hidden hand of meek-seeming Victorian women. Originally published in 2003, this first unabridged edition, edited by Desmond King-Hele, includes all that Charles originally intended, the cuts being restored and printed in italics. Erasmus Darwin was one of the leading intellectuals of the eighteenth century. He was a respected physician, a well-known poet, a keen mechanical inventor, and a founding member of the influential Lunar Society. He also possessed an amazing insight into the many branches of physical and biological science. Most notably, he adopted what we now call biological evolution as his theory of life, 65 years prior to Charles Darwin's Origin of Species.

What does mathematics have to do with poetry? Seemingly, nothing. Mathematics deals with abstractions while poetry with emotions. And yet, the two share something essential: Beauty. "Euclid alone has looked on beauty bare," says the title of a poem by Edna St. Vincent Millay.A winner of the CHOICE Outstanding Academic Title 2015, "Mathematics, Poetry and Beauty" tries to solve the secret of the similarity between the two domains. It tries to explain how a mathematical argument and a poem can move us in the same way. Mathematical and poetic techniques are compared, with the aim of showing how they evoke the same sense of beauty.The reader may find that, as Bertrand Russell said, "Mathematics, rightly viewed, possesses not only truth, but supreme beauty - a beauty hold and austere, like that of sculpture ... sublimely pure, and capable of a stern perfection such as only the greatest art can show."

This book introduces the basic techniques and methods traditionally used in speaking about science to the public. The public often has a very different perception and understanding of science, and this must be taken into account when communicating with the public. This volume covers methods of scientific discourse, oral communication, preparation of the presentation, techniques and use of visual resources, and exercises for perfecting the technique of speaking in public about science.

"Speaking in Public About Science: A Quick Guide for the Preparation of Good Lectures, Seminars, and Scientific Presentations" is a concise yet comprehensive resource that will be of value to beginners and senior scholars and researchers.

'The lessons and practices here will shift a sense of chaos to one of clarity and a mindset of fear to one of hope' Margaret Heffernan, bestselling author of Wilful Blindness ___________________________________________________________________________________ How often do you interrupt? How often do people interrupt you? Can you remember the last time someone listened to you all the way through your thinking? In a time when communication is more challenging than ever and relationships need to be nurtured, listening to one another could not be more important. In her new book, Nancy Kline, bestselling author of Time To Think, suggests that for us to radically improve our communication we should make the propmise 'I won't interrupt you'. This promise matters because when we interrupt each other, we interrupt our thinking, and that interrupts the quality of everything we do. By making this promise to our colleagues and loved ones we can deepen our relationships, increase our productivity, and enjoy deeper, richer conversations. It may, in fact, be the most important promise we ever make. Nancy has spent the last three decades researching independent thought and the barriers that prevent us from thinking for ourselves. In this book she tells us the truth about the damage that interruption can cause, she shares case studies and stories from her work with clients, as well as simple ways we can improve our communication, and change our lives. ___________________________________________________________________________________ 'This generous, useful and important book is a delight to read and will fundamentally change the way you interact with people' - Mikael Krogerus and Roman Tschappeler, authors of The Communication Book 'This timely and persuasive book shows us that the foundation for independent thinking is the promise to actually listen, without interruption, to what others have to say' Cal Newport, bestselling author of Digital Minimalism

Let this guide be your very own friendly nutritionist, on hand to debunk common food myths and give you the answers to those pressing health questions with easy-to-swallow information. Is red wine good for your heart? Will caffeine raise your blood pressure? How Food Works gives you answers to these and several more questions by investigating claims surrounding a variety of foods and examining them from a biological standpoint. Discover nutritional facts about the food you eat, learn the benefits of superfoods and antioxidants, and go behind-the-scenes of modern food production. Packed with infographics and colourful images, the book delves into the science behind ways of eating including gluten-free and veganism, as well as the benefits of different diets from around the world. Turn the pages to understand why food intolerances occur, what actually makes food organic, how important sell-by dates really are, and how much salt you should really be eating. Readers will also learn about the social and economic implications of food choices, such as eating disorders and fair-trade businesses. Indispensable and accessible to young and old, How Food Works is the perfect health and dietary companion.

Explore the science innovations as you have never seen them with this visual guide. From the humble beginnings of science, right through to today's information age - go on a journey through the history of science through its people, inventions, and discoveries. This updated 3rd edition explores astronomy, biology, geology, mathematics, and more in stunning visual detail. Inside the pages of Science: The Definitive Visual History, you'll find: - The most recent scientific discoveries across a variety of fields, from astronomy to genetics - Scientific concepts explained using clear, instantly understandable text combined with informative diagrams and CGIs - Feature spreads that illuminate the breakthroughs that changed the world - "Before" and "After" panels allow the reader to follow a particular theme throughout the book This fully comprehensive visual guide delves into the groundbreaking moments in science that changed the world. Explore the experiments, theories, and individuals and why each is so significant to developing scientific thought from Greek geometry to quantum physics. This science book also includes great scientists such as Zhang Heng, Isaac Newton, and Marie Curie and gives you more information about the people behind each discovery. Updated to include the latest scientific developments, from recent advances in genetic engineering to the detection of gravitational waves 100 years after Einstein predicted their existence, Science is the ultimate gift for any science or history enthusiasts!

Data science has never had more influence on the world. Large companies are now seeing the benefit of employing data scientists to interpret the vast amounts of data that now exists. However, the field is so new and is evolving so rapidly that the analysis produced can be haphazard at best. The 9 Pitfalls of Data Science shows us real-world examples of what can go wrong. Written to be an entertaining read, this invaluable guide investigates the all too common mistakes of data scientists - who can be plagued by lazy thinking, whims, hunches, and prejudices - and indicates how they have been at the root of many disasters, including the Great Recession. Gary Smith and Jay Cordes emphasise how scientific rigor and critical thinking skills are indispensable in this age of Big Data, as machines often find meaningless patterns that can lead to dangerous false conclusions. The 9 Pitfalls of Data Science is loaded with entertaining tales of both successful and misguided approaches to interpreting data, both grand successes and epic failures. These cautionary tales will not only help data scientists be more effective, but also help the public distinguish between good and bad data science.

In 1974 a message was beamed towards the stars by the giant Arecibo telescope in Puerto Rico, a brief blast of radio waves designed to alert extraterrestrial civilisations to our existence. Of course, we don't know if such civilisations really exist. For the past six decades a small cadre of researchers have been on a quest to find out, as part of SETI, the search for extraterrestrial intelligence. So far, SETI has found no evidence of extraterrestrial life, but with more than a hundred billion stars in our Galaxy alone to search, the odds of quick success are stacked against us. The silence from the stars is prompting some researchers to transmit more messages into space, in an effort to provoke a response from any civilisations out there that might otherwise be staying quiet. However, the act of transmitting raises troubling questions about the process of contact. In The Contact Paradox, author Keith Cooper looks at how far SETI has come since its modest beginnings, and where it is going, by speaking to the leading names in the field and beyond. SETI forces us to confront our nature in a way that we seldom have before - where did we come from, where are we going, and who are we in the cosmic context of things? This book considers the assumptions that we make in our search for extraterrestrial life, and explores how those assumptions can teach us about ourselves.

How did our modern picture of the universe come into being? Masters of the Universe tells this fascinating story in an unusual format that blends factual and fictional elements. It is based on a series of interviews that a fictional person conducted with leading astronomers and physicists between 1913 and 1965. Among the interviewed scientists are giants such as Albert Einstein, Edwin Hubble, and George Gamow, but also scientists who are less well known today or not primarily known as cosmologists such as Karl Schwarzschild, Paul Dirac, and Svante Arrhenius. By following the interviews the reader gets a lively and "almost authentic" impression of the problems that faced this early generation of cosmologists. Although the interviews are purely fictional, a product of the author's imagination, they could have taken place in just the way that is described. They are solidly based on historical facts and, moreover, supplemented with careful annotations and references to the literature. In this way the book bridges the gap between scholarly and popular history of science.