Impact of agricultural industry transformation based on deep learning model evaluation and metaheuristic algorithms under dual carbon strategy

Abstract This study provides scientific evidence to support sustainable agricultural development and advance the dual carbon goals. A hybrid deep learning model—combining Convolutional Neural Networks and Long Short-Term Memory networks—is developed to evaluate the effects of agricultural industry t...

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Bibliographic Details
Main Authors: Xuan Zhao, Weiyun Tang, Qiuyan Liu, Hongtao Cao, Fei Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-14073-1
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