Working with dynamic crop models : methods, tools and examples for agriculture and environment /
Working with dynamic crop models : methods, tools and examples for agriculture and environment /
Daniel Wallach, David Makowski, James W. Jones and Francois Brun.
- 3rd ed.
- Amsterdam : Elsevier/Academic Press, c2019.
- xvi, 597p. : ill. ; 24cm.
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.
9780128117569
Crops--Growth--Mathematical models.
Crop yields--Mathematical models.
630.11 / WOR
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.
9780128117569
Crops--Growth--Mathematical models.
Crop yields--Mathematical models.
630.11 / WOR