Mapping Paddy Fields Using Satellite Images and Machine Learning to Identify High Temperature-Induced Sterility in Nankoku, Japan

High temperature-induced rice sterility has become a major issue in Japan; thus, the conditions influencing this sterility must be better understood to identify effective countermeasures. In this study, a random forest-based sterility estimation model was developed using the sterility rate measured...

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Bibliographic Details
Main Authors: Naoyuki Hashimoto, Haruki Yamada, Shiho Matsuoka
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:AgriEngineering
Subjects:
Online Access:https://www.mdpi.com/2624-7402/7/4/122
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