header

secondary-storefront-menu

footer

International

North America

China

Japan

Latin America

Brazil

Region

Set your region:

zone2

secondary-account-menu

products

Marketing materials, training documents, discovery services

cengage:card

FIND YOUR SALES REPRESENTATIVE

cengage:column

Get marketing materials, training documents, discovery services.

PRODUCT SUPPORT

CUSTOMER SUPPORT

Report technical issues, errors, check system status

TECHNICAL SUPPORT

Manage product preferences, generate usage reports, simplify administrative tasks.

ADMIN TOOLS

support

footer-legal-menu

Terms of use

Privacy

secondary-primary-menu

cengage:galethorndikeseo

footer-menu-component

mega-menu

container

header-component

config

%1 products have been added to your cart but %2 have been backordered and will be fulfilled when stock is available

Product on backorder

Current quantity limit is [maxProductQuantity], please, navigate to the cart page and change quantity of product

You will be able to resubmit promo in ${countdown} seconds. test

Please note that the taxes displayed on our website are estimated and subject to adjustment. The actual tax charges will be determined and settled during the final invoicing of your order

product-detail-component

zone1

zone3

gale-footer

Account Information

bundle-connector

single-column

FIND YOUR REP

support-order-2

Would you like to go to the Gale {{RECOMMENDED_COUNTRY}} site instead?

It looks like you're visiting from {{DETECTED_COUNTRY}}.

main

footer-social-menu

Sign Up for Emails

CONNECT WITH GALE

Stay up-to-date with the latest Gale news, exclusive offers, and more.

facebook

linkedin

instagram

youtube

SOCIAL ICONS

Profile

Orders

Wish List

Fast Order Entry

My Account

About Us

Blogs

Press Center

Events

News

Careers

Our Company

Request a Trial

footer-legal-menu-component

You may already have access to Gale content through your institution.

STUDENTS AND RESEARCHERS

Browse by Institution Type

Browse by Product Type

Products

Support

support-order-1

footer-social-menu-component

footer-menu

Academic Institutions

K-12

Public Libraries

Government and Special Libraries

Statewide Programs

Institutions

Databases

Primary Sources

Digital Humanities Tools

eLearning

Schools/K-12 Curriculum

Books

Large Print Books by Thorndike Press

Find Your Rep

Product Support

Technical Support

Customer Support

Admin Tools

Accessibility Policy

Partnerships

Contact Us

Environmental Science

Mathematics & Science

Agriculture

Gt Product Group

Binding Format

Marketing Imprint Name

B2B GT

CL Carton Count

Imprint Name

B2B & B2C

This second edition of Working with Dynamic Crop Models is meant for self-learning by researchers or for use in graduate level courses devoted to methods for working with dynamic models in crop, agricultural, and related sciences.  Each chapter focuses on a particular topic and includes an introduction, a detailed explanation of the available methods, applications of the methods to one or two simple models that are followed throughout the book, real-life examples of the methods from literature, and finally a section detailing implementation of the methods using the R programming language. The consistent use of R makes this book immediately and directly applicable to scientists seeking to develop models quickly and effectively, and the selected examples ensure broad appeal to scientists in various disciplines.

Working with Dynamic Crop Models

POST SECONDARY FOUR YEAR

COLFR

COLJR

COLSO

COLSR

WORKING WITH DYNAMIC CROP MODELS 2

Duration

Duration Unit Of Measure

Transaction Type

Front Cover.
Half Title Page.
Title Page.
Copyright Page.
Contents.
Preface.
1: Basics.
2: Basics of Agricultural System Models.
3: Statistical Notions Useful for Modeling.
4: The R Programming Language and Software.
5: Simulation with Dynamic System Models.
6: Methods.
7: Uncertainty and Sensitivity Analysis.
8: Parameter Estimation with Classical Methods (Model Calibration).
9: Parameter Estimation with Bayesian Methods.
10: Data Assimilation for Dynamic Models.
11: Model Evaluation.
12: Putting it All Together in a Case Study.
Appendix 1: The Models Included in the Zebook R Package: Description, R Code, and Examples of Results.
Appendix 2: An Overview of the R Package ZeBook.
Index.

Working with Dynamic Crop Models.css-1p8rvzy{position:absolute;padding-left:8px;}

Working with Dynamic Crop Models