Natural Science

Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.

David Haskell's award-winning The Forest Unseen won acclaim for eloquent writing and deep engagement with the natural world. Now, Haskell brings his powers of observation to the biological networks that surround all species, including humans. Haskell repeatedly visits a dozen trees around the world, exploring the trees' connections with webs of fungi, bacterial communities, cooperative and destructive animals, and other plants.

The world is changing at a relentless pace. How can we slow down and act from a place of respect for all living things? The Sacred Balance shows us how.

The true story behind the events that inspired the major motion picture Only the Brave. A "unique and bracing" (Booklist) first-person account by the sole survivor of Arizona's disastrous 2013 Yarnell Hill Fire, which took the lives of 19 "hotshots" - firefighters trained specifically to battle wildfires. Brendan McDonough was on the verge of becoming a hopeless, inveterate heroin addict when he, for the sake of his young daughter, decided to turn his life around. He enlisted in the Granite Mountain Hotshots, a team of elite firefighters based in Prescott, Arizona.

An American epic of science, politics, race, honor, high society, and the Mississippi River, Rising Tide tells the riveting and nearly forgotten story of the greatest natural disaster this country has ever known, the Mississippi flood of 1927. The river inundated the homes of nearly one million people, helped elect Huey Long governor and made Herbert Hoover president, drove hundreds of thousands of blacks north, and transformed American society and politics forever.

Elaine Harlowe has manipulated her way into becoming prime minister, using her mind control ability to force the Bureau to take up her vicious grudge against magiciankind. Meanwhile, Dylan Van Helsing, the newly crowned leader of the League of Magicians—and Amari’s former partner—is after a destructive new power that would not only ensure the magicians’ victory . . . it would make him invincible.

A lifelong acolyte of the natural world, Annie Proulx brings her witness and research to the subject of wetlands and the vitally important role they play in preserving the environment—by storing the carbon emissions that accelerate climate change. Fens, bogs, swamps, and marine estuaries are crucial to the earth’s survival, and in four illuminating parts, Proulx documents their systemic destruction in pursuit of profit. Proulx describes the fens of 16th-century England, Canada’s Hudson Bay lowlands, Russia’s Great Vasyugan Mire, and America’s Okeefenokee National Wildlife Refuge.

We live in a world of seeds. From our morning toast to the cotton in our clothes, they are quite literally the stuff and staff of life, supporting diets, economies, and civilizations around the globe. Just as the search for nutmeg and the humble peppercorn drove the Age of Discovery, so did coffee beans help fuel the Enlightenment and cottonseed help spark the Industrial Revolution. And from the fall of Rome to the Arab Spring, the fate of nations continues to hinge on the seeds of a Middle Eastern grass known as wheat.

Unlock a transformative understanding of pain with Pain Science and Peace: Innovative Approaches to Natural Pain Relief. This captivating guide shines a light on the intricate science of pain, breaking down complex concepts—such as nociceptive, neuropathic, and nociplastic pain—into language that is easy to grasp for both patients and healthcare providers. It weaves together cutting-edge research and compelling real-life narratives, introducing you to the biopsychosocial model, which illustrates how our biology, emotions, and social context interact to shape our pain experiences.

First coined by Richard Dawkins in The Selfish Gene, a meme is any idea, behavior, or skill that can be transferred from one person to another by imitation. Susan Blackmore shows that once our distant ancestors acquired the crucial ability to imitate, a second kind of natural selection began, a survival of the fittest amongst competing ideas and behaviors. Ideas and behaviors that proved most adaptive-making tools, for example, or using language - survived and flourished, replicating themselves in as many minds as possible.

In the span of five violent hours on August 29, 2005, Hurricane Katrina destroyed major Gulf Coast cities and flattened 150 miles of coastline. Yet those wind-torn hours represented only the first stage of the relentless triple tragedy that Katrina brought to the entire Gulf Coast from Louisiana to Mississippi to Alabama.

In May 2016, Fort McMurray, the hub of Canada's petroleum industry and America's biggest foreign supplier, was overrun by wildfire. The multi-billion-dollar disaster melted vehicles, turned entire neighborhoods into firebombs, and drove 88,000 people from their homes in a single afternoon. Through the lens of this apocalyptic conflagration—the wildfire equivalent of Hurricane Katrina—John Vaillant warns that this was not a unique event but a shocking preview of what we must prepare for in a hotter, more flammable world.

Birds are highly intelligent animals, yet their intelligence is dramatically different from our own and has been little understood. As we learn more about the secrets of bird life, we are unlocking fascinating insights into memory, relationships, game theory, and the nature of intelligence itself. The Thing with Feathers explores the astonishing homing abilities of pigeons, the good deeds of fairy-wrens, the influential flocking abilities of starlings, the deft artistry of bowerbirds, the extraordinary memories of nutcrackers, and other mysteries.

On October 1, 2015, Hurricane Joaquin barreled into the Bermuda Triangle and swallowed the container ship El Faro whole, resulting in the worst American shipping disaster in 35 years. No one could fathom how a vessel equipped with satellite communications and a sophisticated navigation system could suddenly vanish - until now. Relying on hundreds of exclusive interviews with family members and maritime experts, as well as the words of the crew members themselves - whose conversations were captured by the ship’s data recorder - journalist Rachel Slade unravels the mystery.

Chris Mooney, author of The Republican War on Science and one of the leading young environmental journalists and bloggers working today, immerses listeners in the world of those who study hurricanes. What was once an arcane branch of meteorology (itself an arcane science) has become embroiled in one of the most politicized and hotly contested debates in American science: whether or not the recent hurricane disasters, culminating in Katrina, are connected to global warming.

Hair is not simply a biological feature; it's a canvas for expression. Yet, its significance extends beyond mere aesthetics. Hair can carry profound moral, spiritual, and cultural connotations, serving as a reflection of one's beliefs, heritage, and even political stance. In Natural, Chelsea Mary Elise Johnson delves into the complex world surrounding Black women's hair, and offers a firsthand look into the kitchens, beauty shops, conventions, and blogs that make up the twenty-first century natural hair movement, the latest evolution in Black beauty politics.

In this meditation on the music of the natural world, Moore celebrates the call of loons, howl of wolves, bellow of whales, laughter of children, and shriek of frogs, even as she warns of the threats against them. Each group of essays moves, as Moore herself has been moved, from celebration to lamentation to bewilderment and finally to the determination to act in defense of wild songs and the creatures who sing them.

In 1934, hundreds of jobless World War I veterans were sent to the remote Florida Keys to build a highway from Miami to Key West. The Roosevelt Administration was making a genuine effort to help these down-and-out vets. But the attempt to help them turned into a tragedy. The supervisors in charge of the veterans misunderstood the danger posed by hurricanes in the low-lying Florida Keys. The hurricane that struck the Upper Florida Keys on the evening of September 2, 1935, is still the most powerful hurricane to make landfall in the US.

Rivers, on a long view, are alive. They are born; they change; they shift their channels; they forge new routes to the sea; they move both gradually and violently; they can teem (usually) with life; they may die a quasi-natural death; they are frequently maimed and even murdered. It is the annual flood pulse—the brief time when the river occupies the floodplain—that gives a river its vitality, but it is human engineering that kills it, suppressing the flood pulse with dams, irrigation, siltation, dikes, and levees.

Born in Boston, Stephen Bodio wandered into Magdalena, New Mexico, in the 1970s while on his way to Montana and never left. He was accompanied by Betsy Huntington, who was twenty years his senior; the couple had been inseparable from the day they met. After stumbling upon a vintage home along the highway, they settled into a country life; it was the perfect way for the two of them to make their lives together in an out-of-the-way place.