TY - BOOK AU - Wallach, Daniel AU - Makowski, David AU - Jones, James W. AU - Brun, Francois TI - Working with dynamic crop models: methods, tools and examples for agriculture and environment SN - 9780128117569 U1 - 630.11 PY - 2019/// CY - Amsterdam PB - Elsevier/Academic Press, KW - Crops KW - Growth KW - Mathematical models KW - Crop yields N1 - Includes bibliographical references and index; Basics of agricultural system models -- The R Programming language and software -- Simulation with dynamic system models -- Statistical notions useful for modeling -- Regression analysis, frequentist -- Uncertainty and sensitivity analysis -- Calibration of systems models -- Parameter estimation with Bayesian methods -- Model evaluation -- Putting it all together in a case study -- Metamodeling -- Multimodel ensembles -- Gene-based crop models -- Data assimilation for dynamic models -- Models as an aid to sampling. ER -