Published online June 8, D. Kent Shannon, David E. Clay, and Newell R. Kitchen, editors

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1 Published online June 8, 2018 D. Kent Shannon, David E. Clay, and Newell R. Kitchen, editors

2 Copyright 2018 by American Society of Agronomy Crop Science Society of America Soil Science Society of America All rights reserved. No part of this publication may be reproduced or transmitted without permission from the publisher. The views expressed in this publication represent those of the individual Editors and Authors. These views do not necessarily reflect endorsement by the Publisher(s). In addition, trade names are sometimes mentioned in this publication for the convenience of the reader. No endorsement of these products by the Publisher(s) is intended, nor is any criticism implied of similar products not mentioned. American Society of Agronomy, Inc. Crop Science Society of America, Inc. Soil Science Society of America, Inc Guilford Rd. Madison, WI agronomy.org crops.org soils.org dl.sciencesocieties.org societystore.org ISBN: (print) ISBN: (online) doi: /precisionagbasics Library of Congress Control Number: ACSESS publications Cover image: The Earth Observatory, NASA Printed in the United States of America. Books and Multimedia Publishing Committee: Shuyu Liu, Chair Sally Logsdon Xuejun Dong Sangamesh Angadi Limei Liu David Fang Girisha Ganjegunte Srirama Krishna Reddy David Myrold C. Wayne Smith Gurpal Toor Danielle Lynch, Managing Editor

3 Table of Contents Front matter Chapter 1 - An Introduction to Precision Agriculture D. Kent Shannon, David E. Clay, and Kenneth A. Sudduth Chapter 2 - Understanding and Identify Variability Newell R. Kitchen and S.A. Clay Chapter 3 - Satellite-based Positioning Systems for Precision Agriculture Timothy Stombaugh Chapter 4 - Basics of Geographic Information System Terry Brase Chapter 5 - Yield Monitoring and Mapping John P. Fulton, Elizabeth Hawkins, Randy Taylor, and Aaron Franzen Chapter 6 - Soil Variability Measurement and Management David W. Franzen Chapter 7 - Pest Measurement and Management Sharon A. Clay, B.W. French, and F.M. Mathew Chapter 8 - Remote Sensing for Site-Specific Plant Management Richard Ferguson and Donald Rundquist Chapter 9 - Proximal Soil and Crop Sensing Viacheslav Adamchuk, Wenjun Ji, Raphael Viscarra Rossel, Robin Gebbers, and Nicolas Trembley Chapter 10 - Electronics and Control Systems Aaron Franzen Chapter 11 - Precision Variable Equipment Ajay Sharda, Aaron Franzen, D.E. Clay, and Joe Luck Chapter 12 - Precision Agriculture Data Management John P. Fulton and Kaylee Port Chapter 13 - On-Farm Replicated Strip Trials Peter M. Kyveryga, Tristan A. Mueller, and Daren S. Mueller Chapter 14 - Environmental Implications of Precision Agriculture M. Joy M. Abit, D. Brian Arnall, and Steve B. Phillips Chapter 15 - Economics of Precision Farming Terry W. Griffin, Jordan M. Shockley, and Tyler B. Mark i Glossary 231 Index 259 iii

4 Contributors D. Kent Shannon University of Missouri Extension Columbia, MO David E. Clay Agronomy, Horticulture, and Plant Science Dept. Newell R. Kitchen University of Missouri Division of Plant Sciences Columbia, MO Kenneth A. Sudduth USDA-ARS Washington, D.C. Sharon A. Clay Agronomy, Horticulture, and Plant Science Dept. Timothy Stombaugh University of Kentucky Biosystems and Agricultural Engineering Dept. Lexington, KY Terry Brase West Hills Community College Coalinga, CA John Fulton The Ohio State University Agricultural Engineering Dept. Columbus, OH Elizabeth Hawkins The Ohio State University College of Food, Agricultural, and Environmental Sciences Columbus, OH Randy Taylor Oklahoma State University Biosystems and Agriculture Engineering Dept. Stillwater, OK A. Franzen Agriculture and Biosystems Engineering Dept. D.W. Franzen North Dakota State University Soil Science Dept. Fargo, ND B.W. French USDA-ARS NGIRL F.M. Mathew Plant Science Dept. Richard Ferguson University of Nebraska - Lincoln Department of Agronomy of Horticulture Lincoln, NE Donald Runquist University of Nebraska - Lincoln School of Natural Resources Lincoln, NE Viacheslav Adamchuk McGill University Bioresource Engineering Dept. Ste-Anne-de-Bellevue, QC Wenjun Ji Swedish University of Agricultural Sciences Department of Soil and Environment Skara, Sweden Raphael Viscarra Rossell Commonwealth Scientific and Industrial Research Organisation Canberra, Australia iv

5 Robin Gebbers Leibniz-Institute for Agricultural Engineering and Bioeconomy Department for Engineering for Crop Production Potsdam, Germany Nicholas Tremblay Agriculture and Agri-Food Canada Saint-Jean-sur-Richelieu, QC Ajay Sharda Kansas State University Biological and Agricultural Engineering Dept. Manhattan, KS Terry W. Griffin Kansas State University Dept. of Agricultural Economics Manhattan, KS Jordan M. Shockley University of Kentucky Department of Agricultural Economics Lexington, KY Tyler B. Mark University of Kentucky Department of Agricultural Economics Lexington, KY Joe Luck University of Nebraska - Lincoln Biological Systems Engineering Dept. Kaylee Port The Ohio State University College of Food, Agricultural, and Environmental Sciences Columbus, OH Peter M. Kyveryga Iowa Soybean Association Analytics Department Ankeny, IA Tristan A. Mueller BioConsortia, Inc. Nevada, IA Daren S. Mueller Iowa State University Plant Pathology Dept. Ames, IA M. Joy M. Abit Visaya State University Baybay City, Leyte, Philippines D. Brian Arnall Oklahoma State University Dept. of Plant and Soil Sciences Stillwater, OK Steve B. Phillips International Plant Nutrition Institute Peachtree Corners, GA v

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