Description: Working with Dynamic Crop Models: Methods, Tools and Examples for Agriculture and Environment, 3e, is a complete guide to working with dynamic system models, with emphasis on models in agronomy and environmental science. The introductory section presents the foundational information for the book including the basics of system models, simulation, the R programming language, and the statistical notions necessary for working with system models. The most important methods of working with dynamic system models, namely uncertainty and sensitivity analysis, model calibration (frequentist and Bayesian), model evaluation, and data assimilation are all treated in detail, in individual chapters. New chapters cover the use of multi-model ensembles, the creation of metamodels that emulate the more complex dynamic system models, the combination of genetic and environmental information in gene-based crop models, and the use of dynamic system models to aid in sampling. The book emphasizes both understanding and practical implementation of the methods that are covered. Each chapter simply and clearly explains the underlying principles and assumptions of each method that is presented, with numerous examples and illustrations. R code for applying the methods is given throughout. This code is designed so that it can be adapted relatively easily to new problems.
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EAN: 9780128117569
UPC: 9780128117569
ISBN: 9780128117569
MPN: N/A
Book Title: Working with Dynamic Crop Models: Methods, Tools a
Item Height: 3.3 cm
Item Weight: 1.11 kg
Publication Name: Working with Dynamic Crop Models : Methods, Tools and Examples for Agriculture and Environment
Language: English
Publisher: Elsevier Science & Technology
Subject: Environmental Science (See Also Chemistry / Environmental), Agriculture / Agronomy / Crop Science, Agriculture / General, Research & Methodology
Publication Year: 2018
Type: Textbook
Author: David Makowski, Daniel Wallach, Francois Brun, James W. Jones
Item Length: 9 in
Subject Area: Technology & Engineering, Science
Item Width: 6 in
Format: Hardcover
