The artificial intelligence-based agricultural field irrigation warning system using GA-BP neural network under smart agriculture

This work explores an intelligent field irrigation warning system based on the Enhanced Genetic Algorithm—Backpropagation Neural Network (EGA-BPNN) model in the context of smart agriculture. To achieve this, irrigation flow prediction in agricultural fields is chosen as the research topic. Firstly,...

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Bibliographic Details
Published in:	PloS one Vol. 20; no. 1; p. e0317277
Main Author:	Wang, Xiying
Format:	Journal Article
Language:	English
Published:	United States Public Library of Science 17.01.2025 Public Library of Science (PLoS)
Subjects:	Accuracy Agricultural Irrigation - methods Agricultural land Agricultural production Agriculture Agriculture - methods Algorithms Artificial Intelligence Artificial neural networks Back propagation networks Decision making Digital agriculture Emissions Environmental factors Flow Genetic algorithms Irrigation Irrigation systems Local optimization Methods Neural networks Neural Networks, Computer Nodes Prediction models Technology application Warning systems Water levels Water resources Water resources planning China
ISSN:	1932-6203, 1932-6203
Online Access:	Get full text
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