Ecological Forecasting
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Ecological Forecasting
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Author : Michael C. Dietze
language : en
Publisher: Princeton University Press
Release Date : 2017-05-30
Ecological Forecasting written by Michael C. Dietze and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-30 with Science categories.
An authoritative and accessible introduction to the concepts and tools needed to make ecology a more predictive science Ecologists are being asked to respond to unprecedented environmental challenges. How can they provide the best available scientific information about what will happen in the future? Ecological Forecasting is the first book to bring together the concepts and tools needed to make ecology a more predictive science. Ecological Forecasting presents a new way of doing ecology. A closer connection between data and models can help us to project our current understanding of ecological processes into new places and times. This accessible and comprehensive book covers a wealth of topics, including Bayesian calibration and the complexities of real-world data; uncertainty quantification, partitioning, propagation, and analysis; feedbacks from models to measurements; state-space models and data fusion; iterative forecasting and the forecast cycle; and decision support. Features case studies that highlight the advances and opportunities in forecasting across a range of ecological subdisciplines, such as epidemiology, fisheries, endangered species, biodiversity, and the carbon cycle Presents a probabilistic approach to prediction and iteratively updating forecasts based on new data Describes statistical and informatics tools for bringing models and data together, with emphasis on: Quantifying and partitioning uncertainties Dealing with the complexities of real-world data Feedbacks to identifying data needs, improving models, and decision support Numerous hands-on activities in R available online
Ecological Forecasting
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Author : Michael C. Dietze
language : en
Publisher: Princeton University Press
Release Date : 2017-05-30
Ecological Forecasting written by Michael C. Dietze and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-30 with Science categories.
An authoritative and accessible introduction to the concepts and tools needed to make ecology a more predictive science Ecologists are being asked to respond to unprecedented environmental challenges. How can they provide the best available scientific information about what will happen in the future? Ecological Forecasting is the first book to bring together the concepts and tools needed to make ecology a more predictive science. Ecological Forecasting presents a new way of doing ecology. A closer connection between data and models can help us to project our current understanding of ecological processes into new places and times. This accessible and comprehensive book covers a wealth of topics, including Bayesian calibration and the complexities of real-world data; uncertainty quantification, partitioning, propagation, and analysis; feedbacks from models to measurements; state-space models and data fusion; iterative forecasting and the forecast cycle; and decision support. Features case studies that highlight the advances and opportunities in forecasting across a range of ecological subdisciplines, such as epidemiology, fisheries, endangered species, biodiversity, and the carbon cycle Presents a probabilistic approach to prediction and iteratively updating forecasts based on new data Describes statistical and informatics tools for bringing models and data together, with emphasis on: Quantifying and partitioning uncertainties Dealing with the complexities of real-world data Feedbacks to identifying data needs, improving models, and decision support Numerous hands-on activities in R available online
Frontiers In Environmental Science Editor S Picks 2021
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Author : Martin Siegert
language : en
Publisher: Frontiers Media SA
Release Date : 2021-11-24
Frontiers In Environmental Science Editor S Picks 2021 written by Martin Siegert and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-24 with Science categories.
Ecosystem Management And Sustainability
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Author : Robin Kundis Craig
language : en
Publisher: Berkshire Publishing Group
Release Date : 2012-02-27
Ecosystem Management And Sustainability written by Robin Kundis Craig and has been published by Berkshire Publishing Group this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-27 with Nature categories.
Ecosystem Management and Sustainability analyzes myriad human-initiated processes and tools developed to foster sustainable natural resource use, preservation, and restoration. It also examines how humans interact with plant, marine, and animal life in both natural and human-altered environments. Experts explain the complex ecosystem relationships that result from invasive species, roads, fencing, and even our homes by addressing topics such as fire and groundwater management, disturbance, and ecosystem resilience. Because most people in the 21st century live in urban environments, the volume pays special attention to the ecology of cities, with detailed coverage on topics ranging from urban agriculture to landscape architecture. The volume focuses on how ecosystems across the world can be restored, maintained, and used productively and sustainably.
Commerce Justice Science And Related Agencies Appropriations For 2015
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Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Commerce, Justice, Science, and Related Agencies
language : en
Publisher:
Release Date : 2014
Commerce Justice Science And Related Agencies Appropriations For 2015 written by United States. Congress. House. Committee on Appropriations. Subcommittee on Commerce, Justice, Science, and Related Agencies and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Administrative agencies categories.
Land Carbon Cycle Modeling
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Author : Yiqi Luo
language : en
Publisher: CRC Press
Release Date : 2024-06-14
Land Carbon Cycle Modeling written by Yiqi Luo and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Science categories.
Carbon moves through the atmosphere, through the oceans, onto land, and into ecosystems. This cycling has a large effect on climate – changing geographic patterns of rainfall and the frequency of extreme weather – and is altered as the use of fossil fuels adds carbon to the cycle. The dynamics of this global carbon cycling are largely predicted over broad spatial scales and long periods of time by Earth system models. This book addresses the crucial question of how to assess, evaluate, and estimate the potential impact of the additional carbon to the land carbon cycle. The contributors describe a set of new approaches to land carbon cycle modeling for better exploring ecological questions regarding changes in carbon cycling; employing data assimilation techniques for model improvement; doing real- or near-time ecological forecasting for decision support; and combining newly available machine learning techniques with process-based models to improve prediction of the land carbon cycle under climate change. This new edition includes seven new chapters: machine learning and its applications to carbon cycle research (five chapters); principles underlying carbon dioxide removal from the atmosphere, contemporary active research and management issues (one chapter); and community infrastructure for ecological forecasting (one chapter). Key Features Helps readers understand, implement, and criticize land carbon cycle models Offers a new theoretical framework to understand transient dynamics of the land carbon cycle Describes a suite of modeling skills – matrix approach to represent land carbon, nitrogen, and phosphorus cycles; data assimilation and machine learning to improve parameterization; and workflow systems to facilitate ecological forecasting Introduces a new set of techniques, such as semi-analytic spin-up (SASU), unified diagnostic system with a 1-3-5 scheme, traceability analysis, and benchmark analysis, and PROcess-guided machine learning and DAta-driven modeling (PRODA) for model evaluation and improvement Reorganized from the first edition with seven new chapters added Strives to balance theoretical considerations, technical details, and applications of ecosystem modeling for research, assessment, and crucial decision-making
Environmental Risk Assessment And Management From A Landscape Perspective
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Author : Lawrence A. Kapustka
language : en
Publisher: John Wiley & Sons
Release Date : 2010-07-15
Environmental Risk Assessment And Management From A Landscape Perspective written by Lawrence A. Kapustka and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-15 with Technology & Engineering categories.
An important guide to assessing and managing the environment from a landscape perspective Ecological relationships are nested within the landscape. Identifying the relevant spatial and temporal scales is critical for an effective understanding of ecological functions that human societies depend upon. Moreover, human encroachment into natural areas, or changes in climate, can alter spatial relationships, which in turn can negatively affect vital plant and wildlife patterns—and weaken economic structures needed to sustain human societies. This book is the first to combine multiple disciplines into one cohesive strategy to study these crucial connections, and looks toward building a social paradigm that embraces the dynamics of ecological systems. This book: Integrates landscape ecology, environmental risk assessment, valuation of ecological goods and services, and environmental management decision processes into one single source Includes chapters on quantitative measures, Bayesian modeling,¿economic analysis, and sustainable landscapes Covers marine, forest, agricultural, and pharmaceutical risk assessment Has a chapter on predicting climate change risk to ecosystems Has a companion ftp site with color graphics, animations, and risk assessment tools With material that is accessible across all knowledge levels, Environmental Risk Assessment and Management from a Landscape Perspective moves beyond looking solely at chemical contaminants to diagnose environmental threats, and aims to accomplish practical risk assessment in a manner that supports long-term sustainable management.
Environmental Indices Systems Analysis Approach Volume I
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Author : Yuri A. Pykh
language : en
Publisher: EOLSS Publications
Release Date : 2000-09-19
Environmental Indices Systems Analysis Approach Volume I written by Yuri A. Pykh and has been published by EOLSS Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-09-19 with Environmental indicators categories.
Environmental Indices: Systems Analysis Approach examines the theoretical development of environmental indices and their practical application. Indicators can be powerful tools in guiding data and information collection processes, and careful development will lead to more focused and cost-effective global monitoring and observing systems at international level. The authorship is drawn from a group of internationally distinguished scientists and researches who are actively working towards a comprehensive set of tools and protocols such as simulation models, fuzzy clustering analysis and GIS methodologies that will lead to the development of meaningful environmental indices. This book will be a vital reference work for students, teachers and researches, together with policy makers, planners and all professional involved in development programs.
Experimental Geographical Ecology
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Author : Erland G. Kolomyts
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2022-07-29
Experimental Geographical Ecology written by Erland G. Kolomyts and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-29 with Science categories.
This book sets out a paradigm of experimental geographical ecology and its core—landscape ecology—providing a number of empirical statistical models and ecological geographical concepts developed on the basis of these. It highlights the mechanisms of formation of regional- and local-level landscape-ecological systems, their natural and anthropogenic dynamics, and their evolutionary trends. It presents numerical methods of making landscape-ecological forecasts and assessing forest sustainability, and provides quantitative estimates of local and regional biotic regulation of the carbon cycle according to the scenarios of modern temperature growth and mitigation of warming, set out by the Paris (2015) Agreement on Climate Change. As such, the book will be a useful source of reference for field research, statistical and cartographic processing of the obtained data, mathematical modeling, geoecological interpretation of results, and the creation of theoretical schemes of geosystem analysis. It will appeal to specialists in the fields of geographical ecology, landscape-ecological modeling, and environmental forecasting.
Remote Sensing For Ecology And Conservation
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Author : Ned Horning
language : en
Publisher: Oxford University Press
Release Date : 2010-07-01
Remote Sensing For Ecology And Conservation written by Ned Horning and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-01 with Nature categories.
The work of conservation biology has grown from local studies of single species into a discipline concerned with mapping and managing biodiversity on a global scale. Remote sensing, using satellite and aerial imaging to measure and map the environment, increasingly provides a vital tool for effective collection of the information needed to research and set policy for conservation priorities. The perceived complexities of remotely sensed data and analyses have tended to discourage scientists and managers from using this valuable resource. This text focuses on making remote sensing tools accessible to a larger audience of non-specialists, highlighting strengths and limitations while emphasizing the ways that remotely sensed data can be captured and used, especially for evaluating human impacts on ecological systems.