AI based early identification and severity detection of nutrient deficiencies in coconut trees

AI based early identification and severity detection of nutrient deficiencies in coconut trees

Coconut trees are vital in various agricultural and economic sectors. Their susceptibility to nutrient deficiencies poses a significant threat to growth and productivity. Traditional nutrient assessment methods are time and labour-intensive, relying on manual inspection and chemical testing. There h...

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Bibliographic Details
Main Authors: Sakthiprasad Kuttankulangara Manoharan, Rajesh Kannan Megalingam, Gopika A, Govind Jogesh, Aryan K, Akhil Revi Kunnambath
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
Coconut trees
Deep learning
Image processing
Detection of nutrient deficiency
Severity
YOLOv9
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524001801
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