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Machine learning for ecology and sustainable natural resource management, 


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Цена: 30745.00р.
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Название:  Machine learning for ecology and sustainable natural resource management
ISBN: 9783319969763
Издательство: Springer
Классификация:





ISBN-10: 3319969765
Обложка/Формат: Hardcover
Страницы: 441
Вес: 0.85 кг.
Дата издания: 13.11.2018
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 45 tables, color; 80 illustrations, color; 46 illustrations, black and white; xxiv, 441 p. 126 illus., 80 illus. in color.
Размер: 162 x 241 x 34
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Ecologists and natural resource managers are charged with making complex management decisions in the face of a rapidly changing environment resulting from climate change, energy development, urban sprawl, invasive species and globalization. Advances in Geographic Information System (GIS) technology, digitization, online data availability, historic legacy datasets, remote sensors and the ability to collect data on animal movements via satellite and GPS have given rise to large, highly complex datasets. These datasets could be utilized for making critical management decisions, but are often “messy” and difficult to interpret. Basic artificial intelligence algorithms (i.e., machine learning) are powerful tools that are shaping the world and must be taken advantage of in the life sciences. In ecology, machine learning algorithms are critical to helping resource managers synthesize information to better understand complex ecological systems. Machine Learning has a wide variety of powerful applications, with three general uses that are of particular interest to ecologists: (1) data exploration to gain system knowledge and generate new hypotheses, (2) predicting ecological patterns in space and time, and (3) pattern recognition for ecological sampling. Machine learning can be used to make predictive assessments even when relationships between variables are poorly understood. When traditional techniques fail to capture the relationship between variables, effective use of machine learning can unearth and capture previously unattainable insights into an ecosystems complexity. Currently, many ecologists do not utilize machine learning as a part of the scientific process. This volume highlights how machine learning techniques can complement the traditional methodologies currently applied in this field.
Дополнительное описание: 1: Introduction to Machine Learning A. Data-intensive science B. Data Issues and Availability.- 2: Data-mining in Ecological and Wildlife Research A. Multiple Methods in the Scientific Process B. Data-mining in Ecological and Wildlife Research C. Applicat



Ecology and Natural Resource Management

Автор: Cooper Paul
Название: Ecology and Natural Resource Management
ISBN: 1682865754 ISBN-13(EAN): 9781682865750
Издательство: Неизвестно
Цена: 24299.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Appl.Ecology & Natural Resource Management.2002

Автор: McPherson
Название: Appl.Ecology & Natural Resource Management.2002
ISBN: 0521009758 ISBN-13(EAN): 9780521009751
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: The science of ecology and the practice of resource management are critical to our understanding of the Earth`s ecosystems and our efforts to conserve them. This book focuses on the discipline of plant ecology as a foundation for vegetation and wildlife management and is aimed at natural resource managers and students.

Science for the Sustainable City: Empirical Insights from the Baltimore School of Urban Ecology

Автор: Pickett Steward T. a., Cadenasso Mary L., Grove J.
Название: Science for the Sustainable City: Empirical Insights from the Baltimore School of Urban Ecology
ISBN: 0300246285 ISBN-13(EAN): 9780300246285
Издательство: Wiley
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Цена: 3960.00 р.
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Описание: A presentation of key findings and insights from over two decades of research, education, and community engagement in the acclaimed Baltimore Ecosystem Study

In a world of over seven billion people--who mostly reside in cities and their suburbs and exurbs--the Baltimore Ecosystem Study is recognized as a pioneering program for modern urban social-ecological science, critical to the emerging theory of urban ecology. After two decades of research, education, and community engagement in this complex system, there are insights to share, generalizations to examine, and gaps to highlight. This timely volume synthesizes the key empirical findings, melds the perspectives of different disciplines, and celebrates the accomplishments of interacting with diverse communities and institutions in improving the understanding of Baltimore's ecology. These widely applicable insights from Baltimore contribute to our understanding the ecology of other cities, provide a comparison for the global process of urbanization, and inform establishment of urban ecological research elsewhere. Comprehensive, interdisciplinary, and highly original, it gives voice to the wide array of specialists who have contributed to this living urban laboratory.

Creating A Sustainable Ecology Using Technology-Driven Solutions

Автор: Carayannis
Название: Creating A Sustainable Ecology Using Technology-Driven Solutions
ISBN: 1466636130 ISBN-13(EAN): 9781466636132
Издательство: Mare Nostrum (Eurospan)
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Цена: 26195.00 р.
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Описание: As advancements in technology continue to influence all facets of society, its aspects have been utilised in order to find solutions to emerging ecological issues. <br><br><em>Creating a Sustainable Ecology Using Technology-Driven Solutions</em> highlights matters that relate to technology driven solutions towards the combination of social ecology and sustainable development. This publication addresses the issues of development in advancing and transitioning economies through creating new ideas and solutions; making it useful for researchers, practitioners, and policy makers in the socioeconomic sectors.

Sustainable Biofuels: An Ecological Assessment of the Future Energy

Автор: Ajay Kumar Bhardwaj,Terenzio Zenone,Jiquan Chen
Название: Sustainable Biofuels: An Ecological Assessment of the Future Energy
ISBN: 3110275848 ISBN-13(EAN): 9783110275841
Издательство: Walter de Gruyter
Цена: 22305.00 р.
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Описание: Ecosystem Science is a highly interdisciplinary field of global significance. This series – copublished by Higher Education Press (HEP) and De Gruyter Publishers – is devoted to prominent topics in the fundamentals of ecosystem science and its application. The series is targeted to an international audience of scientists and practitioners, while maintaining a strong emphasis on reaching scholars and the general public in China. This will be accomplished by publishing all ESA books in both English and Chinese.

The River of Life: Sustainable Practices of Native Americans and Indigenous Peoples

Автор: Michael Marchand, Kristiina Vogt, Asep Suntana, Ro
Название: The River of Life: Sustainable Practices of Native Americans and Indigenous Peoples
ISBN: 311027583X ISBN-13(EAN): 9783110275834
Издательство: Walter de Gruyter
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Цена: 22305.00 р.
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Описание: Sustainability defines the need for any society to live within the constraints of the land's capacity to deliver all natural resources the society consumes. This book compares the general differences between Native Americans and western world view towards resources. It will provide the ‘nuts and bolts’ of a sustainability portfolio designed by indigenous peoples. This book introduces the ideas on how to link nature and society to make sustainable choices. To be sustainable, nature and its endowment needs to be linked to human behavior similar to the practices of indigenous peoples. The main goal of this book is to facilitate thinking about how to change behavior and to integrate culture into thinking and decision-processes.

Science and Practice of Landscape Stewardship

Автор: Bieling Claudia
Название: Science and Practice of Landscape Stewardship
ISBN: 1107142261 ISBN-13(EAN): 9781107142268
Издательство: Cambridge Academ
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Цена: 7602.00 р.
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Описание: By applying stewardship principles to fields such as agriculture and ecological restoration, this book examines the science and practice of landscape stewardship and its application to emerging sustainability paradigms. Scholarly analysis is combined with innovative case studies, illustrating the practical benefits and challenges in this increasingly important area of research.

Sustainable Natural Hazard Management in Alpine Environments

Автор: Eric Veulliet; St?tter Johann; Hannelore Weck-Hann
Название: Sustainable Natural Hazard Management in Alpine Environments
ISBN: 3642424759 ISBN-13(EAN): 9783642424755
Издательство: Springer
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Цена: 23508.00 р.
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Описание: This volume addresses key questions to major damage increases caused by natural hazards. Socio-economic factors and global changes are discussed, in addition to new strategies and technologies aimed at minimizing flood risk.

Evolutionary Dynamics of Plant-Pathogen Interactions

Автор: Burdon Jeremy J
Название: Evolutionary Dynamics of Plant-Pathogen Interactions
ISBN: 1108700152 ISBN-13(EAN): 9781108700153
Издательство: Cambridge Academ
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Цена: 7762.00 р.
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Описание: Provides a comprehensive overview of the complexity of plant-pathogen associations and forces that shape ongoing contemporary populations and species as they track each other through ecological and evolutionary time and space. It merges information from the fields of agriculture, forestry, ecology, conservation biology and genomics.

Sustainable Biofuels: An Ecological Assessment of the Future Energy

Автор: Ajay Kumar Bhardwaj, Terenzio Zenone, Jiquan Chen
Название: Sustainable Biofuels: An Ecological Assessment of the Future Energy
ISBN: 3110554666 ISBN-13(EAN): 9783110554663
Издательство: Walter de Gruyter
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Цена: 3152.00 р.
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Описание: As oil resources reach their limits biofuel have become increasingly attractive. This book provides a detailed description of the ecological implications of biofuel crop production, covering greenhouse gas emissions, carbon balance, water cycle components, biogeochemical interactions and biodiversity issues.

The Alte Donau: Successful Restoration and Sustainable Management

Автор: Martin T. Dokulil; Karl Donabaum; Katrin Teubner
Название: The Alte Donau: Successful Restoration and Sustainable Management
ISBN: 3319932683 ISBN-13(EAN): 9783319932682
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Поставка под заказ.

Описание: Here we report on a 25-year long-term sequence of measures to return a deteriorated recreational urban lake, Alte Donau in Vienna to acceptable water quality. Metropolitan waters require focused ecosystem management plans and intensive in-lake efforts. We explored physico-chemical conditions, food web from viruses to fish and water birds, the sediments, the littoral zone and the catchment, management and urban planning, and global warming. Several restoration techniques were tested and critically evaluated. The final management plan was based on bi-stable theory. During the recovery phase, numerous surplus adjustments had to be implemented to secure sustainable achievement.


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