Design of netted muskmelon digital twin growth model based on HMM+LSTM algorithm

Design of netted muskmelon digital twin growth model based on HMM+LSTM algorithm

【Objective】The purpose of this paper is to enhance agricultural water use efficiency, and to develop a digital twin system for simulating the entire growth life-cycle of crops, which holds significant importance for advancing smart agriculture in China and assisting farmers in formulating optimized...

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Bibliographic Details
Main Authors: LU Peng, LIU Mingtang, WU Shanshan, LI Bin, LI Shihao, WANG Changchun, YANG Yangrui, JIANG Enhui
Format: Article
Language:zho
Published: Science Press 2025-05-01
Series:Guan'gai paishui xuebao
Subjects:
digital twin; netted muskmelon; hidden markov model (hmm); long short-term memory algorithm (lstm); smart agriculture
Online Access:https://www.ggpsxb.com/jgpxxben/ch/reader/view_abstract.aspx?file_no=20250514&flag=1
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