Novel Applications of Optical Sensors and Machine Learning in Agricultural Monitoring - Couverture rigide

 
9783036597980: Novel Applications of Optical Sensors and Machine Learning in Agricultural Monitoring
Couverture rigide
ISBN 10 : 3036597980 ISBN 13 : 9783036597980
Editeur : Mdpi AG, 2023

Synopsis

Agricultural production management is facing a new era of intelligence and automation. With developments in sensor technologies, the temporal, spectral, and spatial resolution from ground/air/space platforms have been notably improved. Optical sensors play an essential role in agriculture production management. Specifically, monitoring plant health, growth conditions, and insect infestation has traditionally involved extensive fieldwork. We believe that sensors, artificial intelligence, and machine learning are not simply scientific experiments but opportunities to make our agricultural production management more efficient and cost-effective, further contributing to the healthy development of natural-human systems. This reprint compiles the latest research on optical sensors and machine learning in agricultural monitoring, including related topics: Machine learning approaches for crop health, growth, and yield monitoring; Combined multisource/multi-sensor data to improve the crop parameters mapping; Crop-related growth models, artificial intelligence models, algorithms, and precision management; Farmland environmental monitoring and management; Ground, air, and space platforms application in precision agriculture; Development and application of field robotics; High-throughput field information survey; Phenological monitoring.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Mdpi AG
Date d'édition
2023
Langue
anglais
ISBN 10 
3036597980
ISBN 13 
9783036597980
Reliure
Relié
Nombre de pages
310
Éditeur
Yue Jibo, Zhou Chengquan, Feng Haikuan
Coordonnées du fabricant
non disponible
Personne responsable
non disponible