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Precision Agriculture: Modelling
Hardcover
Series: Progress in Precision Agriculture
AgricultureEnvironmental Studies
ISBN13: 9783031152573
Publisher: Springer Nature
Published: Jan 4 2023
Pages: 301
Weight: 1.35
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
Chapter 1 Introduction; Cammarano, Van Evert, Kempenaar
PART 1: MODELLING
Chapter 2 Statistical Modelling; Ioannis Athanasiadis
Chapter 3 Geostatistics; Margaret Oliver
Chapter 4 Crop and Soil Modelling; C.O. Stockle and Garry O'Leary
Chapter 5 Pest and Disease Modelling; William Batchelor
PART 2: ACADEMIC/STATE-OF-THE-ART (please furnish a proper title for this section)
Explore 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.
Chapter 7 Water
7.1 Crop growth modelling: Author/s
7.2 Machine Learning; Ortiz, Svedin, Bahat
Chapter 8 Nitrogen
8.1 Crop Growth modelling; Bruno Basso and Bernardo Maestrini
8.2 Section on ML/statistical modelling; Laila Puntel
Chapter 9 Pest Diseases; Author/s
Chapter 10 Data Assimilation/Fusion; Castrignano and Allard de Wit
PART 3: CASE STUDIES
Chapter 11 Potato Company McCain; Ghislain Pelletier
Chapter 12 Soil Essentials; Jim Wilson
Chapter 13 Adapt-N; Van Es
Chapter 14 Granular; Bob Gunzenhauser and Christopher Seifert
Chapter 15 BASF /XARVIO; Holger Hoffman
Chapter 16 Watch It Grow Belgium; Vito
Chapter 17 Akkerweb
Chapter 18 Kubota; Keiji
Chapter 19 India TATA Consultancy; Srinivasu Pappula
Chapter 20 DACOM
PART 4: SUMMARY AND OUTLOOK
Chapter 21 Summary
Chapter 22 Outlook
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