Plant-specific crop evapotranspiration estimation system for greenhouse tomatoes using convolutional neural network and rail-based monitoring device

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Min-Seok Gang, Hak-Jin Kim, Sung Kwon Park, Woo-Jae Cho, Taehyeong Kim, Tae In Ahn, Joon Yong Kim, Kue-Seung Hwang

Published: 01 Jan 2025, Last Modified: 13 Nov 2025Comput. Electron. Agric. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An individual crop evapotranspiration estimation system was developed.•A CNN model for leaf area index estimation was developed using rail-based platform.•A generalized simplified Penman-Monteith evapotranspiration model was configured.•Plant-specific water demand distribution maps were generated.