Ecological forecasting

by Dietze, Michael Christopher

Type Book

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Title Statements

Full title :Ecological forecasting / Michael C. Dietze.

Edition Statements

Publication Date:[2017].

Publication Statements

Publisher(s):Princeton University Press
Place of Publication:Princeton
Language:eng
Publication Date:[2017].

The Physical Object

Description:x, 270 pages : : illustrations ; : 27 cm.

Edition Identifiers

ISBN:9780691160573, 0691160570
oclc:on1015988394
LC Classification:QH541.15.E265
Dewey Decimal:577.01/12

1. Introduction -- 2. From Models to Forecasts -- 3. Data, Large and Small -- 4. Scientific Workflows and the Informatics of Model-Data Fusion -- 5. Introduction to Bayes -- 6. Characterizing Uncertainty -- 7. Case Study: Biodiversity, Populations, and Endangered Species -- 8. Latent Variables and State-Space Models -- 9. Fusing Data Sources -- 10. Case Study: Natural Resources -- 11. Propagating, Analyzing, and Reducing Uncertainty -- 12. Case Study: Carbon Cycle -- 13. Data Assimilation 1: Analytical Methods -- 14. Data Assimilation 2: Monte Carlo Methods -- 15. Epidemiology -- 16. Assessing Model Performance.