Skip to main content
  • Book
  • © 2018

Ecological Informatics

Data Management and Knowledge Discovery

  • Content and structure are based on the data-life cycle
  • Provides examples of data life-cycle management in various sub-disciplines of ecology
  • Written by the leading experts in the field

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (21 chapters)

  1. Front Matter

    Pages i-vii
  2. Introduction

    1. Front Matter

      Pages 1-1
    2. Ecological Informatics: An Introduction

      • Friedrich Recknagel, William K. Michener
      Pages 3-10
  3. Managing Ecological Data

    1. Front Matter

      Pages 11-11
    2. Project Data Management Planning

      • William K. Michener
      Pages 13-26
    3. Quality Assurance and Quality Control (QA/QC)

      • William K. Michener
      Pages 55-70
    4. Creating and Managing Metadata

      • William K. Michener
      Pages 71-88
    5. Preserve: Protecting Data for Long-Term Use

      • Robert B. Cook, Yaxing Wei, Leslie A. Hook, Suresh K. S. Vannan, John J. McNelis
      Pages 89-113
    6. Data Discovery

      • William K. Michener
      Pages 115-128
    7. Data Integration: Principles and Practice

      • Mark Schildhauer
      Pages 129-157
  4. Analysis, Synthesis and Forecasting of Ecological Data

    1. Front Matter

      Pages 159-159
    2. Inferential Modelling of Population Dynamics

      • Friedrich Recknagel, Dragi Kocev, Hongqing Cao, Christina Castelo Branco, Ricardo Minoti, Saso Dzeroski
      Pages 161-188
    3. Process-Based Modeling of Nutrient Cycles and Food-Web Dynamics

      • George Arhonditsis, Friedrich Recknagel, Klaus Joehnk
      Pages 189-213
    4. Uncertainty Analysis by Bayesian Inference

      • George Arhonditsis, Dong-Kyun Kim, Noreen Kelly, Alex Neumann, Aisha Javed
      Pages 215-249
    5. Multivariate Data Analysis by Means of Self-Organizing Maps

      • Young-Seuk Park, Tae-Soo Chon, Mi-Jung Bae, Dong-Hwan Kim, Sovan Lek
      Pages 251-272
    6. GIS-Based Data Synthesis and Visualization

      • Duccio Rocchini, Carol X. Garzon-Lopez, A. Marcia Barbosa, Luca Delucchi, Jonathan E. Olandi, Matteo Marcantonio et al.
      Pages 273-286
  5. Communicating and Informing Decisions

    1. Front Matter

      Pages 287-287
    2. Communicating and Disseminating Research Findings

      • Amber E. Budden, William K. Michener
      Pages 289-317
    3. Operational Forecasting in Ecology by Inferential Models and Remote Sensing

      • Friedrich Recknagel, Philip Orr, Annelie Swanepoel, Klaus Joehnk, Janet Anstee
      Pages 319-339

About this book

This book introduces readers to ecological informatics as an emerging discipline that takes into account the data-intensive nature of ecology, the valuable information to be found in ecological data, and the need to communicate results and inform decisions, including those related to research, conservation and resource management. At its core, ecological informatics combines developments in information technology and ecological theory with applications that facilitate ecological research and the dissemination of results to scientists and the public. Its conceptual framework links ecological entities (genomes, organisms, populations, communities, ecosystems, landscapes) with data management, analysis and synthesis, and communicates new findings to inform decisions by following the course of a loop.

In comparison to the 2nd edition published in 2006, the 3rd edition of Ecological Informatics has been completely restructured on the basis of the generic conceptual f

ramework provided in Figure 1. It reflects the significant advances in data management, analysis and synthesis that have been made over the past 10 years, including new remote and in situ sensing techniques, the emergence of ecological and environmental observatories, novel evolutionary computations for knowledge discovery and forecasting, and new approaches to communicating results and informing decisions.

 

Editors and Affiliations

  • School of Biological Sciences, University of Adelaide, Adelaide, Australia

    Friedrich Recknagel

  • College of University Libraries, University of New Mexico, Albuquerque, USA

    William K. Michener

About the editors

Professor Friedrich Recknagel completed a Master degree in Computer Science before he received his PhD in Applied Limnology from Dresden University of Technology, Germany. He is currently Professor at the School of Biological Sciences of the University of Adelaide, Australia with a research focus on quantitative aquatic ecology by means of deterministic and inferential modelling. Over the past 20 years he has pioneered applications of artificial neural networks and evolutionary algorithms for modelling eutrophication processes and algal blooms in freshwaters. Since 2006 he is editor-in-chief of the journal Ecological Informatics published by Elsevier. His publication record includes 4 books and 122 journal articles resulting in 2885 citations with an h-index 29 and an i10-index of 62 (Google Scholar).

Bibliographic Information

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access