LEADER 05060nam 22006255 450 001 9910299385303321 005 20200705071855.0 010 $a3-319-59928-3 024 7 $a10.1007/978-3-319-59928-1 035 $a(CKB)4100000000587041 035 $a(DE-He213)978-3-319-59928-1 035 $a(MiAaPQ)EBC5056822 035 $a(PPN)204536200 035 $a(EXLCZ)994100000000587041 100 $a20170922d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEcological Informatics $eData Management and Knowledge Discovery /$fedited by Friedrich Recknagel, William K. Michener 205 $a3rd ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (VII, 482 p. 173 illus., 119 illus. in color.) 311 $a3-319-59926-7 320 $aIncludes bibliographical references at the end of each chapters. 327 $aEcological Informatics: An Introduction -- Project Data Management Planning -- Scientific Databases for Environmental Research -- Quality Assurance and Quality Control (QA/QC) -- Creating and Managing Metadata -- Preserve: Protecting Data for Long-term Use -- Data Discovery -- Data Integration: Principles and Practice -- Inferential Modelling of Population Dynamics -- Process-based Modeling of Nutrient Cycles and Food-web Dynamics -- Uncertainty Analysis by Bayesian Inference -- Multivariate Data Analysis by means of Self-organizing Maps -- GIS-based Data Synthesis and Visualization -- Communicating and Disseminating Research Findings -- Operational Forecasting in Ecology by Inferential Models and Remote Sensing -- Strategic Forecasting in Ecology by Inferential and Process-based Models -- Biodiversity Informatics -- Understanding Bioinvasion of Lake Champlain, U.S.A. -- The Global Lake Ecological Observatory Network -- Long-Term Ecological Research in the Nakdong River: Application of Ecological Informatics to Harmful Algal Blooms -- Long-term Ecological Research in the English Lake District : From Ecological Informatics to the Generation of Ecological Knowledge.        . 330 $aThis 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.  . 606 $aEnvironmental management 606 $aEcology  606 $aEnvironmental monitoring 606 $aData mining 606 $aDatabase management 606 $aEnvironmental Management$3https://scigraph.springernature.com/ontologies/product-market-codes/U17009 606 $aEcology$3https://scigraph.springernature.com/ontologies/product-market-codes/L19007 606 $aMonitoring/Environmental Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/U1400X 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 615 0$aEnvironmental management. 615 0$aEcology . 615 0$aEnvironmental monitoring. 615 0$aData mining. 615 0$aDatabase management. 615 14$aEnvironmental Management. 615 24$aEcology. 615 24$aMonitoring/Environmental Analysis. 615 24$aData Mining and Knowledge Discovery. 615 24$aDatabase Management. 676 $a333.7 702 $aRecknagel$b Friedrich$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMichener$b William K$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910299385303321 996 $aEcological informatics$91894007 997 $aUNINA