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Dynamic optimization of stand structure in Pinus yunnanensis secondary forests based on deep reinforcement learning and structural prediction

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Pubblicato in:Frontiers in Plant Science vol. 16 (Oct 2025), p. 1610571-1610595
Autore principale: Zhao, Jian
Altri autori: Wang, Jianming, Yin, Jiting, Chen, Yuling, Wu, Baoguo
Pubblicazione:
Frontiers Media SA
Soggetti:
Yunnan China
China
Forest management
Stand structure
Collaboration
Deep learning
Sustainability management
Trends
Optimization
Biodiversity
Ecological function
Dynamic characteristics
Heuristic
Forests
Ecosystem management
Efficiency
Growth models
Pine trees
Sustainable forestry
Precipitation
Forest ecosystems
Predictions
Objective function
Trees
Terrestrial ecosystems
Learning
Multiagent systems
Stability
Algorithms
Economic
Pinus yunnanensis
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