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Titlebook: Ecological Informatics; Understanding Ecolog Friedrich Recknagel Book 20031st edition Springer-Verlag Berlin Heidelberg 2003 Artificial Int

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发表于 2025-3-21 16:27:41 | 显示全部楼层 |阅读模式
书目名称Ecological Informatics
副标题Understanding Ecolog
编辑Friedrich Recknagel
视频video
概述Provides numerous applications of Ecological Informatics and case studies.State-of-the-art primer to computational techniques for ecological analysis, synthesis and forecasting
图书封面Titlebook: Ecological Informatics; Understanding Ecolog Friedrich Recknagel Book 20031st edition Springer-Verlag Berlin Heidelberg 2003 Artificial Int
描述Ecological Informatics is defined as the design and application of computational techniques for ecological analysis, synthesis, forecasting and management. The book provides an introduction to the scope, concepts and techniques of this newly emerging discipline. It illustrates numerous applications of Ecological Informatics for stream systems, river systems, freshwater lakes and marine systems as well as image recognition at micro and macro scale. Case studies focus on applications of artificial neural networks, genetic algorithms, fuzzy logic and adaptive agents to current ecological management issues such as toxic algal blooms, eutrophication, habitat degradation, conservation of biodiversity and sustainable fishery
出版日期Book 20031st edition
关键词Artificial Intelligence; Computational Ecology; Environmental Informatics; System Sciences; algorithms; b
版次1
doihttps://doi.org/10.1007/978-3-662-05150-4
isbn_ebook978-3-662-05150-4
copyrightSpringer-Verlag Berlin Heidelberg 2003
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Ecological Applications of Genetic Algorithmsorking towards the goal of expressing mathematically the adaptive processes of natural systems in order to create artificial systems using these processes. Holland’s 1975 publication “Adaptation in natural and artificial systems” provides a landmark conceptual framework for evolutionary adaptation i
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Ecological Applications of Evolutionary Computationl organization, and many components interacting at different temporal and spatial scales. These components, and the overall structure of any ecosystem, have also been derived through complex adaptations that produce such features as speciation, symbiosis and community structures.
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Ecological Applications of Adaptive Agentss. The ecosystem concept as established by Forbes (1887) had the most forming influence on ecosystem modelling in the past century. It no longer bears close examination as ecosystems like lakes are known to evolve and being driven by exogenous forces rather than existing permanently and in isolation
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Modelling Ecological Interrelations in Running Water Ecosystems with Artificial Neural Networksenvironmental management. However, knowledge of the system functions, e.g. temporal and spatial dynamics of physical, chemical, hydro-morphological and biological processes, and species-habitat interrelations are still insufficient. An integrative and prognostic ecological assessment of running wate
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Non-linear Approach to Grouping, Dynamics and Organizational Informatics of Benthic Macroinvertebrats for resources of drinking, agriculture, industry, energy and recreation, has been increasing rapidly due to the problems of water shortages and pollutions. Especially stream ecosystems flow through stressful sources, and are exposed to various natural and anthropogenic disturbances. Due to unique
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Prediction and Elucidation of Population Dynamics of the Blue-green Algae , and the Diatom , in the ns and predict future ecosystem behaviors (Odum 1983; Krebs 1994). For accomplishing both objectives, it is necessary to use models that adequately address the uncertainty and complexity of ecosystems. Artificial Neural Networks (ANN) have been demonstrated to successfully model non-linear and compl
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