Precision Agriculture: Modelling / edited by Davide Cammarano, Frits K. van Evert, Corné Kempenaar.

Format:

Book

Contributor:

Cammarano, Davide, editor.

van Evert, Frits K., editor.

Kempenaar, Corné, editor.

Series:

Progress in Precision Agriculture, 2511-2279

Language:

English

Subjects (All):

Agriculture.

Biotic communities.

Ecosystems.

Local Subjects:

Agriculture.

Ecosystems.

Physical Description:

1 online resource (302 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

This book describes how models are used to monitor crops and soils in precision agriculture, and how they are used to support farmers’ decisions. The introductory section starts with an overview of precision agriculture from the early days of yield monitoring in the 1980s to the present, with a focus on the role of models. The section continues with descriptions of the different kinds of models and the opportunities for their application in precision agriculture. The section concludes with a chapter on socio-economic drivers and obstacles to the adoption of precision agriculture technologies. The middle section of the book explores the state-of-the-art in modeling for precision agriculture. Individual chapters focus on the major processes in precision agriculture: water use, nitrogen and other amendments, as well as weeds, pests and diseases. The final section contains a series of short chapters that each describe a commercial, model-based service that is currently available to farmers. The book aims to provide useful information to graduate-level professionals that want to broaden their knowledge of precision agriculture; to scientists who want to learn about using academic knowledge in practical farming; and to farmers, farm consultants and extension workers who want to increase their understanding of the science behind some of the commercial software available to the farming community.

Contents:

Chapter 1 Introduction

PART 1: MODELLING

Chapter 2 Statistical Modelling

Chapter 3 Geostatistics

Chapter 4 Crop and Soil Modelling

Chapter 5 Pest and Disease Modelling

Chapter 6 Adoption of Model-Based Practices in Precision Agriculture

PART 2: ACADEMIC/STATE-OF-THE-ART

Chapter 7 Water

Chapter 8 Nitrogen

Chapter 9 Pest Diseases

Chapter 10 Data Assimilation/Fusion

PART 3: CASE STUDIES

Chapter 11 Potato Company McCain.-Chapter 12 Soil Essentials

Chapter 13 Adapt-N

Chapter 14 Granular

Chapter 15 BASF /XARVIO

Chapter 16 Watch It Grow Belgium

Chapter 17 Akkerweb

Chapter 18 Kubota

Chapter 19 India TATA Consultancy

Chapter 20 DACOM

PART 4: SUMMARY AND OUTLOOK

Chapter 21 Summary

Chapter 22 Outlook.

Notes:

Includes index.

Other Format:

Print version: Cammarano, Davide Precision Agriculture: Modelling

ISBN:

3-031-15258-1