An Overview of Geostatistics and Precision Agriculture View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2010-06-16

AUTHORS

M. A. Oliver

ABSTRACT

This chapter sets the scene for the two main topics of this book, namely geostatistics and precision agriculture. The aim is to provide readers with a foundation for what is to come in the other chapters and an understanding of why the subjects make suitable companions. The history and basic theory of geostatistics are covered, together with the history of precision agriculture and of geostatistics in precision agriculture. The two core techniques of geostatistics, variography and kriging, are described, together with examples of how they can be applied. Methods of estimating the variogram and fitting an authorized model to the experimental values are explained and illustrated. There are many types of kriging; ordinary and disjunctive kriging are described briefly in this chapter, and others types are portrayed in subsequent chapters. The application of the variogram and kriging are illustrated with a case study of an arable field in England. More... »

PAGES

1-34

References to SciGraph publications

Book

TITLE

Geostatistical Applications for Precision Agriculture

ISBN

978-90-481-9132-1
978-90-481-9133-8

Author Affiliations

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-90-481-9133-8_1

DOI

http://dx.doi.org/10.1007/978-90-481-9133-8_1

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1038312641


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