Machine Learning For Ecology And Sustainable Natural Resource Management

Machine Learning for Ecology and Sustainable Natural Resource Management PDF Book Detail:
Author: Grant Humphries
Publisher: Springer
ISBN: 9783319969763
Size: 25.19 MB
Format: PDF, Mobi
Category : Science
Languages : en
Pages : 441
View: 3728

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Book Description: 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 ecosystem's 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.

Management Of Natural Resources Sustainable Development And Ecological Hazards Iii

Management of Natural Resources  Sustainable Development and Ecological Hazards III PDF Book Detail:
Author: C. A. Brebbia
Publisher: WIT Press
ISBN: 1845645324
Size: 32.69 MB
Format: PDF
Category : Science
Languages : en
Pages : 659
View: 7512

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Book Description: This book contains the proceedings of the third in a now-biennial series organized by the Wessex Institute of Technology around the urgent need to determine solutions regarding sustainable development before our planet reaches a point of irreversibility. The aggressive search for new sources of energy and materials, the rapid rate at which natural resources are being consumed, and the destructiveness of the resulting pollution are all having a negative impact on the planet that needs to be stopped, if not reversed. As at the first two, participants at this conference will take stock of our situation and try to facilitate constructive principles and policies for a way forward, something that can only be done by transdisciplinary cooperation. Thus papers will examine ethical, political and social issues, health, safety and risk, lessons from nature, planning and development, and new technologies.

Environment And Natural Resource Management

Environment and Natural Resource Management PDF Book Detail:
Author: Rohini Prasad
Publisher:
ISBN: 9781774639573
Size: 34.26 MB
Format: PDF, Kindle
Category : Environmental policy
Languages : en
Pages :
View: 6257

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Book Description: "This new volume, Environment and Natural Resources Management: Economic Outlook and Opinion, addresses the varied aspect of natural resources and their management in conjunction with socioeconomic aspects. With chapters from authors from around the world, this volume features 24 chapters that cover many aspects of the sustainable utilization of management of natural resources and provides new insight into the nexus of ecology and economy and their application in various fields of science. The chapters include case studies and research from India, Africa, South America, and elsewhere. After first laying the foundation, the volume goes on to discuss sustainable development and natural resource management from an economics point of view. Chapters address myriad issues involved in natural resources and environmental management, including soil and water resources management in arid lands, resource management for agricultural purposes, contemporary global legal norms of environment and sustainable development, how emissions factor into regional economies, mitigation of the impact of climate change through sustainable practices, rainwater harvesting technology, and much more. The chapters include case studies that discuss soil, agroforestry, agriculture, wetlands, and floral diversity. The book provides a solid foundation for a realistic perspective of the role of sustainable development and management of natural resources while taking the socioeconomic impact into consideration as well. It will be a valuable resource and reference for the study of ecology, economics, sustainable development, natural resource management, and other allied fields"--

Natural Resource Management For Sustainable Development In The Caribbean

Natural Resource Management for Sustainable Development in the Caribbean PDF Book Detail:
Author: Ivan Goodbody
Publisher: University of West Indies Press
ISBN: 9789768125767
Size: 30.78 MB
Format: PDF
Category : Nature
Languages : en
Pages : 496
View: 1121

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Book Description: At the International Earth Summit convened in Rio de Janeiro in 1994, all nations of the world were mandated to protect the environment for the benefit of present and future generations. This collection introduces the reader to the major issues involved in the management of a number of resources critical to Caribbean development. The chapters discuss the sustainability of water, fisheries and agriculture in the region from a variety of perspectives. Particular emphasis is also given to the use of energy, recreation and coastal resource management and their impact on the fragile ecosystem. The book makes a contribution to the ongoing debate of sustainable environmental management within the region and the world.

Managing Natural Resources For Sustainable Livelihoods

Managing Natural Resources for Sustainable Livelihoods PDF Book Detail:
Author: Cynthia McDougall
Publisher: Routledge
ISBN: 113656182X
Size: 72.48 MB
Format: PDF, Docs
Category : Business & Economics
Languages : en
Pages : 272
View: 3518

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Book Description: Management of local resources has a greater chance of a sustainable outcome when there is partnership between local people and external agencies, and agendas relevant to their aspirations and circumstances. Managing Natural Resources for Sustainable Livelihoods analyses and extends this premise to show unequivocally that the process of research for improving natural resource management must incorporate participatory and user-focused approaches, leading to development based on the needs and knowledge of local resource users. Drawing on extensive and highly relevant case studies, this book presents innovative approaches for establishing and sustaining participation and collective decision-making, good practice for research, and challenges for future developments. It covers a wide range of natural resources - including forests and soils, and water and management units, such as watersheds and common property areas - and provides practical lessons from analysis and meta-analysis of cases from Asia, Africa and Latin America. It offers insights on how to make research participatory while maintaining rigour and high-quality biological science, different forms of participation, and ways to scale up and extend participatory approaches and successful initiatives. This book will be invaluable for those professionally involved in natural resource management for sustainable development and an essential resource for teachers and students of both the biophysical and social science aspects of natural resource management.

Advances In Sustainable Development And Management Of Environmental And Natural Resources

Advances in Sustainable Development and Management of Environmental and Natural Resources PDF Book Detail:
Author: Rohini Prasad
Publisher:
ISBN: 9781774630679
Size: 39.72 MB
Format: PDF
Category : Natural resources
Languages : en
Pages :
View: 3681

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Book Description: "Published in two volumes, this new book, Advances in Sustainable Development and Management of Environmental and Natural Resources: Economic Outlook and Opinions, addresses the varied aspect of natural resources and their management in conjunction with socioeconomic aspects. With chapters from authors from around the world, this volume features 24 chapters that cover many aspects of the sustainable utilization of management of natural resources and provides new insight into the nexus of ecology and economy and their application in various fields of science. The chapters include case studies and research from India, Africa, South America, and elsewhere. After first laying the foundation, the volume goes on to discuss sustainable development and natural resource management from an economics point of view. Chapters address myriad issues involved in natural resources and environmental management, including soil and water resources management in arid lands, resource management for agricultural purposes, contemporary global legal norms of environment and sustainable development, how emissions factor into regional economies, mitigation of the impact of climate change through sustainable practices, rainwater harvesting technology, and much more. The chapters include case studies that discuss soil, agroforestry, agriculture, wetlands, and floral diversity. The book provides a solid foundation for a realistic perspective of the role of sustainable development and management of natural resources while taking the socioeconomic impact into consideration as well. It will be a valuable resource and reference for the study of ecology, economics, sustainable development, natural resource management, and other allied fields"--

Natural Resource Conflicts And Sustainable Development

Natural Resource Conflicts and Sustainable Development PDF Book Detail:
Author: E. Gunilla Almered Olsson
Publisher: Routledge
ISBN: 1351268635
Size: 79.33 MB
Format: PDF, Docs
Category : Nature
Languages : en
Pages : 228
View: 1351

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Book Description: Providing both a theoretical background and practical examples of natural resource conflict, this volume explores the pressures on natural resources leading to scarcity and conflict. It is shown that the causes and driving forces behind natural resource conflicts are diverse, complex and often interlinked, including global economic growth, exploding consumption, poor governance, poverty, unequal access to resources and power. The different interpretations of nature-culture and the role of humans in the ecosystem are often at the centre of the conflict. Natural resource conflicts range from armed conflicts to conflicts of interest between stakeholders in the North as well as in the South. The varying driving forces behind such disputes at different levels and scales are critically analysed, and approaches to facilitate and enforce mediation, transformation and collaboration at these levels and scales are presented and discussed. In order to transform existing resource conflicts, as well as to decrease the risk of future conflicts, approaches that enhance and enforce collaboration for sustainable development at global, regional, national and local levels are reviewed, and sustainable pathways suggested. A range of global examples is presented including water resources, fisheries, forests, human–wildlife conflicts, urban environments and the consequences of climate change. It will be a valuable text for advanced students of natural resource management, environment and development studies and peace and conflict management. The book will also be of interest to practitioners in the field of natural resource management.

Redefining Diversity And Dynamics Of Natural Resources Management In Asia Volume 3

Redefining Diversity and Dynamics of Natural Resources Management in Asia  Volume 3 PDF Book Detail:
Author: Ganesh Shivakoti
Publisher: Elsevier
ISBN: 0128104740
Size: 67.44 MB
Format: PDF, Kindle
Category : Science
Languages : en
Pages : 284
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Book Description: Redefining Diversity and Dynamics of Natural Resources Management in Southeast Asia, Volumes 1-4 brings together scientific research and policy issues across various topographical areas in Asia to provide a comprehensive overview of the issues facing this region. Natural Resource Dynamics and Social Ecological Systems in Central Vietnam: Development, Resource Changes and Conservation Issues, Volume 3, focuses on the issues specific to Central Vietnam that are also found globally. War had significantly impacted both land and water resources, from which it had to recover environmentally. Additionally, this is an area with growing urbanization pressures and industrial development, both of which are known for stretching resources beyond their limits. The introduction of several hydro-electric power projects have even further eroded the local agricultural and forest ecosystems. This volume looks at Central Vietnam holistically, from management and use to policy and data-driven solutions. Provides land management practitioners and policy makers with the tools to deal with natural resource issues in a developing nation Reviews the impacts of the first PES, Payment for Ecosystem Services, policies upon which were based similar programs in Latin America Reviews the current and potential future land management of Central Vietnam, giving an eye to solutions for any nation impacted by war, trying to balance development with conservation efforts and provide their populations with sustainable economic futures Examines Central Vietnam holistically, from management and use to policy and data-driven solutions

Managing Natural Resources For Development In Africa

Managing Natural Resources for Development in Africa PDF Book Detail:
Author: Washington Odongo Ochola
Publisher: IDRC
ISBN: 9966792090
Size: 62.31 MB
Format: PDF, ePub, Mobi
Category : Business & Economics
Languages : en
Pages : 538
View: 4422

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Book Description: The complex and dynamic interlinks between natural resource management (NRM) and development have long been recognized by national and international research and development organizations and have generated voluminous literature. However, much of what is available in the form of university course books, practical learning manuals and reference materials in NRM is based on experiences from outside Africa. Managing Natural Resources for Development in Africa: A Resource Book provides an understanding of the various levels at which NRM issues occur and are being addressed scientifically, economically, socially and politically. The book's nine chapters present state-of-the-art perspectives within a holistic African context. The book systematically navigates the tricky landscape of integrated NRM, with special reference to Eastern and Southern Africa, against the backdrop of prevailing local, national, regional and global social, economic and environmental challenges. The authors' wide experience, the rich references made to emerging challenges and opportunities, and the presentation of different tools, principles, approaches, case studies and processes make the book a rich and valuable one-stop resource for postgraduate students, researchers, policymakers and NRM practitioners. The book is designed to help the reader grasp in-depth NRM perspectives and presents innovative guidance for research design and problem solving, including review questions, learning activities and recommended further reading. The book was developed through a writeshop process by a multi-disciplinary team of lecturers from the University of Nairobi, Egerton University, Kenyatta University, the University of Zimbabwe, the University of Malawi, Makerere University and the University of Dar es Salam. In addition, selected NRM experts from regional and international research organizations including the World Agroforestry Center (ICRAF), the Africa Forest Forum, RUFORUM, IIRR and the International Development Research Centre (IDRC) participated in the writeshop and contributed material to the book.