Information and Communication Technologies for Agriculture—Theme II: Data. 1st ed. 2022

フォーマット:

電子ブック

責任表示:

edited by Dionysis D. Bochtis, Dimitrios E. Moshou, Giorgos Vasileiadis, Athanasios Balafoutis, Panos M. Pardalos

言語:

英語

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2022

形態:

XIV, 288 p. 113 illus., 89 illus. in color : online resource

著者名:

Bochtis, Dionysis D.

Moshou, Dimitrios E.

Vasileiadis, Giorgos

Balafoutis, Athanasios

Pardalos, Panos M.

SpringerLink (Online service)

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シリーズ名:

Springer Optimization and Its Applications ; 183

目次情報:

Section 1 Data Technologies: You Got Data…. Now What: Building the Right Solution for the Problem (Jackman)
Data fusion and its applications in Agriculture (Moshou)
Machine learning technology and its current implementation in agriculture (Anagnostis)
Section 2 Applications: Application possibilities of IoT based management systems in agriculture (Tóth)
Plant species detection using image processing and deep learning: A mobile-based application (Mangina)
Computer vision-based detection and tracking in the olive sorting pipeline (Gogos)
Integrating spatial with qualitative data to monitor land use intensity: evidence from arable land – animal husbandry systems (Vasilakos)
Air drill seeder distributor head evaluation: a comparison between laboratory tests and Computational Fluid Dynamics simulations (R. Scola)
Section 3 Value Chain: Data - based agricultural business continuity management policies (Podaras)
Soybean price trend forecast using deep learning techniques based on prices and text sentiments (F. Silva)
Use of unsupervised machine learning for agricultural supply chain data labeling (F. Silva)

Section 1 Data Technologies: You Got Data…. Now What: Building the Right Solution for the Problem (Jackman)
Data fusion and its applications in Agriculture (Moshou)
Machine learning technology and its current implementation in agriculture (Anagnostis)
Section 2 Applications: Application possibilities of IoT based management systems in agriculture (Tóth)
Plant species detection using image processing and deep learning: A mobile-based application (Mangina)
Computer vision-based detection and tracking in the olive sorting pipeline (Gogos)

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書誌ID:

IT00018638

ISBN:

9783030841485 [3030841480]      
9783030841508 [3030841502]