This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN), especially for estimating parameters, with back-propagation as well as examples with real datasets of hydrometeorology (e.g. streamflow and temperature) and environmental science (e.g. water quality). Deep learning is known as part of machine learning methodology based on the artificial neural network. Increasing data availability and computing power enhance applications of deep learning to hydrometeorological and environmental fields. However, books that specifically focus on applications to these fields are limited. Most of deep learning books demonstrate theoretical backgrounds and mathematics. However, examples with real data and step-by-step explanations to understand the algorithms in hydrometeorology and environmental science are very rare. This book focuses on the explanation of deep learning techniques and their applications to hydrometeorological and environmental studies with real hydrological and environmental data. This book covers the major deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN) as well as the conventional artificial neural network model.

Highlighting the connections between climate change and human security, this book elucidates what might happen when a mere 10-degree drop in average temperature results in a sudden inability to produce enough food, when rapidly advancing desertification produces water scarcities where none existed before, and when newly frozen landscapes lead to more power plants for energy, resulting in increased air pollution. The destabilizing effects of these possibilities create many potential challenges for U.S. national security in a globalized world in which we may have to intervene militarily to safeguard our interests around the globe. In February 2004, a Pentagon report on climate change and its implication for national security received extraordinary attention and publicity. Public attention, however, focused almost exclusively on portents of inevitable doom and disaster—most particularly on a scenario outlining a possible future similar to a climate event of 8,200 years ago and its impact on the availability of food, energy, and water. This book offers a broad examination of the meaning of climate change and global warming while maintaining a strategic perspective on the implications of environmental effects on all forms of security—national, international, and human (transcending borders and having more to do with basic resources). Given the uncertainty surrounding climate change as a specific event, the authors argue for recognizing the profound social, political, and human impact that could take place in the coming years. While recognizing the inherent dangers of prediction, Liotta and Shearer effectively present the case that the time to not only recognize—but deal with—potentially profound outcomes is now.

Environmental Policy in Europe focuses on the creation of environmental policy, how new legislation is formed and the influence brought to bear by industrial interest groups. By addressing the nature of this consultation process between interested parties and public authorities, the authors show why public policy in the European Union is so different in practice from the prescriptions of academic scholarship. European environmental legislation results from a process of consultation and negotiation which is extensively explored in this volume by a distinguished group of authors. Focusing on such issues as pesticide registration, combustion emissions, the European waste management industry, recycling regulations and eco-auditing, they offer unique insights into the development of public policy. While the analysis focuses on the actual behaviour of firms and public authorities, the authors also discuss the involvement of firms within the regulation devising process - to determine whether their behaviour distorts the public interest - and the strategic use by firms of the regulatory process by firms leading to restrictions of competition. Scholars, students and policymakers will welcome Environmental Policy in Europe for seeking to enlarge the traditional perspective of environmental economics on public policy while integrating the recent advances of both the economics of regulation and industrial economics.

Biochar Application in Soil to Immobilize Heavy Metals: Fundamentals and Case Studies covers biochar’s application to soil heavy metal immobilization. The book covers biochar’s effect on soil micro-and macro-properties, assessment of heavy metal stability in biochar-treated soil, and long-term stability of heavy metals in biochar-treated soil. A notable feature of this book includes its extensive use of case studies. Chapters focus on small-scale field trials and medium to large-scale industrial applications of biochar to immobilize soil heavy metals. In addition, the flow of the whole book follows “mechanisms-to-applications-to-case studies,” allowing readers to translate the fundamentals to practical applications. This book provides soil and environmental scientists with the tools they need to build the links between micro-level surface chemistry and macro-level engineering performance.

Global warming and its effects are felt and understood by almost every one across the globe now. Carbon footprint calculation and mitigation in different industrial sectors is the need of the hour. There are numerous industrial sectors, whose carbon footprints need to be calculated and the ways to mitigate the greenhouse gas emissions from those sectors need to be started with immediate effect. This book highlights case studies involving the carbon footprints of municipal solid waste, sustainable road transport and Carbon footprint accounting of sources and sinks by studying carbon sequestration of Karnataka, a state in India.

This lucid, up-to-date book takes a fresh look at the application of cost-benefit analysis (CBA) to environmental problems ranging from wildlife protection to global warming. Cost-Benefit Analysis and the Environment is structured into two parts. Part one provides a critical up-to-date account of the theory and practice of CBA as applied to the environment. Part two focuses on a number of specific case studies, in particular ozone damage to agricultural crops, wilderness land use, recreation and nitrate pollution. The application of CBA to the greenhouse effect is used to illustrate the limitations of the method. The book summarizes the major problems CBA faces in environmental application. This book will be highly relevant for the growing number of undergraduate and post-graduate courses in environmental economics and management, as well as being of interest both to academics researching in these areas, and to other professionals concerned with project appraisal and the environment.

On a world scale, the implicit deal between corporation and community is undergoing a revolution in the period 1990 2000. For the first time, corporate boardrooms are having to confront the environmental challenge not as a peripheral issue around 'public relations', but as a core issue of credibility with its customers. As trust in big business has declined, consumer willingness to alter buying behaviour to register disapproval has accelerated. As a result, boardrooms in the largest companies are having to redraw their strategic procedures regarding the environment."

This book discusses the concepts, methods and case studies pertaining to Life Cycle Assessment (LCA) based Carbon Footprint Assessment. It covers chapters on Carbon Footprint Assessment with LCA methodology & case studies on carbon footprint calculation following the LCA approach on power plants in India, Impacts of Vehicle Incidents On CO2 Emissions and school buildings in India.

The impact of transport on the global environment is an issue attracting world-wide attention in the 1990s. This important book sheds new light on the environmental costs of transport. It discusses all modes of transport and their effects of major problems such as greenhouse gases, depletion of non-renewable resources, urban sprawl, acid rain, oil spillage etc. Drawing on the most recent research in environmental economics, it discusses problems of regulation and the implications for economic policy. This genuinely international and comparative book will be essential reading for economists, transport planners, policymakers and environmental scientists.

Long before it became fashionable to talk of climate change, drought and water shortages, the authors of this lucid and trenchant dialogue were warning that planet earth was heading for uninhabitability. They exchange viewpoints and insights that have matured over many years of thought, study and reflection. One of the authors is a Westerner--a man of many parts, both wartime resistance fighter and leading industrialist, who founded one of the first think tanks to address seriously the human prospects for global survival. The other represents the philosophical and ethical perspectives of the East--a Buddhist leader who has visited country after country, campaigning tirelessly for the abolition of nuclear weapons and war in all its forms. Engaging constructively and imaginatively with such seemingly intractable problems as population growth, the decline of natural resources, desertification, pollution and deforestation, Ikeda and Peccei show that many of these problems are interrelated. Only be addressing them as part of a web of complex but combined issues, and by working together for peace and justice, can human beings expect to find lasting solutions. The best prospect for the future lies in an ethical revolution whereby humanity can find a fresh understanding of itself in holistic connection with, rather than separation and alienation from, the planet itself.

This compendium of primary sources examines British architectural history from the accession of King George III in 1760 to the outbreak if the First World War in 1914. The collection of two volumes contains a mixture of architectural treatises, biographical material on architects, works on different types of building, and contemporary descriptions of individual buildings. This title will be of great interest to students of Art History and Architecture.

W.G. Hoskins was one of the most original and influential British historians of the twentieth century. He realised that landscapes are the richest record we have of the past, and with his masterpiece, The Making of the English Landscape, he changed forever how we experience the places we live and work in.Where we see a picturesque scene of rolling hills, distant spires and wooded valleys, Hoskins shows us the line of a Bronze Age trackway, the ghostly impression of an open-field system, the gridiron pattern of an industrial town, or the footprint of a Roman villa. By revealing these traces of the past, Hoskins enables us to appreciate different landscapes as if they were pieces of music, a series of compositions which enrich our understanding of the symphonic whole.While planning and building our future villages and towns, in both green and urban places, this pioneering account reminds us why we must be sensitive to the land and its past as we leave our own marks in England's historical landscape.

This book contains selected papers presented during the World Renewable Energy Network's 28thanniversary congress at the University of Kingston in London. The forum highlighted the integration of renewables and sustainable buildings as the best means to combat climate change. In-depth chapters written by the world's leading experts highlight the most current research and technological breakthroughs and discuss policy, renewable energy technologies and applications in all sectors - for heating and cooling, agricultural applications, water, desalination, industrial applications and for the transport sectors. Presents cutting-edge research in green building and renewable energy from all over the world; Covers the most up-to-date research developments, government policies, business models, best practices and innovations; Contains case studies and examples to enhance practical application of the technologies.