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Mapping species distributions
Údaje o názvu Mapping species distributions : spatial inference and prediction / Janet Franklin ; with contributions by Jennifer A. Miller Osobní jméno Franklin, Janet, 1959- (autor) Nakladatel Cambridge ; New York : Cambridge University Press, 2009 Fyz.popis 1 online zdroj (xviii, 320 stran) : ilustrace, mapy (některé barevně) ISBN 9780511768385 (online ; pdf) 0511768389 9780511763915 0511763913 9780511770067 0511770065 9780511810602 0511810601 Edice Ecology, biodiversity and conservation Poznámky o skryté bibliografii a rejstřících Obsahuje bibliografické odkazy a rejstřík Úplný obsah PART I. HISTORY AND ECOLOGICAL BASIS OF SPECIES DISTRIBUTION MODELING: Species distribution modeling -- Why do we need species' distribution models? -- Ecological understanding of species' distributions -- PART II. THE DATA NEEDED FOR MODELING SPECIES DISTRIBUTIONS: Data for species' distribution models: the biological data -- Data for species' distribution models: the environmental data -- PART III. AN OVERVIEW OF THE MODELING METHODS: Statistical models -- modern regression -- Machine learning methods -- Classification, similarity and other methods for presence-only data -- PART IV. MODEL EVALUATION AND IMPLEMENTATION: Model evaluation -- Implementation of species' distribution models. Poznámky k dostupnosti Přístup pouze pro oprávněné uživatele Poznámky Způsob přístupu: World Wide Web Defekty eBooks on EBSCOhost Dal.odpovědnost Miller, Jennifer A. (Jennifer Anne) (prispevatel) Tištěná verze knihy Předmět.hesla biogeografie biogeography * matematické modely mathematical models Forma, žánr elektronické knihy electronic books Konspekt 574 - Obecná ekologie MDT 574.9 , 519.673 , (0.034.2:08) Země vyd. Velká Británie ; Spojené státy americké Jazyk dok. angličtina Druh dok. Elektronické zdroje URL http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=324084 kniha
"Maps of species' distributions or habitat suitability are required for many aspects of environmental research, resource management and conservation planning. These include biodiversity assessment, reserve design, habitat management and restoration, species and habitat conservation plans and predicting the effects of environmental change on species and ecosystems. The proliferation of methods and uncertainty regarding their effectiveness can be daunting to researchers, resource managers and conservation planners alike. Franklin summarises the methods used in species distribution modeling (also called niche modeling) and presents a framework for spatial prediction of species distributions based on the attributes (space, time, scale) of the data and questions being asked. The framework links theoretical ecological models of species distributions to spatial data on species and environment, and statistical models used for spatial prediction. Providing practical guidelines to students, researchers and practitioners in a broad range of environmental sciences including ecology, geography, conservation biology, and natural resources management."--NHBS Environment Bookstore.
PART I. HISTORY AND ECOLOGICAL BASIS OF SPECIES DISTRIBUTION MODELING: Species distribution modeling -- Why do we need species' distribution models? -- Ecological understanding of species' distributions -- PART II. THE DATA NEEDED FOR MODELING SPECIES DISTRIBUTIONS: Data for species' distribution models: the biological data -- Data for species' distribution models: the environmental data -- PART III. AN OVERVIEW OF THE MODELING METHODS: Statistical models -- modern regression -- Machine learning methods -- Classification, similarity and other methods for presence-only data -- PART IV. MODEL EVALUATION AND IMPLEMENTATION: Model evaluation -- Implementation of species' distribution models.
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