Provides answers to questions about the seasons, rivers, deserts, volcanoes, oceans, icebergs, moon, stars, planets, and space. An activities section is included.

DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. Deep Learning for the Earth Sciences delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares readers to be ready to use the technologies and principles described in their own research. The distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: An introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation An exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration Practical discussions of regression, fitting, parameter retrieval, forecasting and interpolation An examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations Perfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, Deep Learning for the Earth Sciences will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists.

A People’s Curriculum for the Earth is a collection of articles, role plays, simulations, stories, poems, and graphics to help breathe life into teaching about the environmental crisis. The book features some of the best articles from Rethinking Schools magazine alongside classroom-friendly readings on climate change, energy, water, food, and pollution—as well as on people who are working to make things better. A People’s Curriculum for the Earth has the breadth and depth ofRethinking Globalization: Teaching for Justice in an Unjust World, one of the most popular books we’ve published. At a time when it’s becoming increasingly obvious that life on Earth is at risk, here is a resource that helps students see what’s wrong and imagine solutions. Praise for A People's Curriculum for the Earth "To really confront the climate crisis, we need to think differently, build differently, and teach differently. A People’s Curriculum for the Earth is an educator’s toolkit for our times." — Naomi Klein, author of The Shock Doctrine and This Changes Everything: Capitalism vs. the Climate "This volume is a marvelous example of justice in ALL facets of our lives—civil, social, educational, economic, and yes, environmental. Bravo to the Rethinking Schools team for pulling this collection together and making us think more holistically about what we mean when we talk about justice." — Gloria Ladson-Billings, Kellner Family Chair in Urban Education, University of Wisconsin-Madison "Bigelow and Swinehart have created a critical resource for today’s young people about humanity’s responsibility for the Earth. This book can engender the shift in perspective so needed at this point on the clock of the universe." — Gregory Smith, Professor of Education, Lewis & Clark College, co-author with David Sobel of Place- and Community-based Education in Schools

Is it time to refresh the way you think about teaching Earth science? Learning to Read the Earth and Sky is the multifaceted resource you need to bring authentic science—and enthusiasm—into your classroom. It offers inspiration for reaching beyond prepared curricula, engaging in discovery along with your students, and using your lessons to support the Next Generation Science Standards (NGSS). The book provides • examples of Earth science labs and activities you and your students can do as co-investigators; • insights into student expectations and misconceptions, plus ideas for inspiring true investigation; • stories of real scientific discovery translated for classroom consideration; • exploration of how you can mentor students as a teacher-scholar; and • guidance on how to translate the sweeping core ideas of the NGSS into specific examples students can touch, see, and experience. The authors of Learning to Read the Earth and Sky are husband-and-wife educators who promote science as something to figure out, not just something to know. They write, “It is our hope that readers will find our book short on ‘edu-speak,’ long on the joy of doing science, and full of stories of students, classrooms, scientists, and Earth and sky.”

With the help of her beloved grandmother, Tess learns some valuable lessons about plants and discover the wonders and joys of nature.