ระบบพยากรณและเฝาระวงคณภาพนำอจฉรยะตามดชนคณภาพนำ ดวยเทคนคการเรยนรของเครองและอนเทอรเนตของสรรพสง
利用物联网与机器学习构建水质预测监测系统，提前1-6小时预测rWQI。
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智慧农业 水产养殖
Completeness-aware underwater weight estimation of free-swimming sturgeon using binocular 3D reconstruction
提出完整性感知的双目3D重建方法，实现自由游动鲟鱼的水下体重估计。
Occlusion-Robust fish individual identification: a multi-model video recognition framework for complex underwater environments
提出多模型视频识别框架，实现复杂水下遮挡环境中的鱼类个体识别。
Multimodal spatiotemporal perception fusion: An intelligent classification system for fish stress using iterated dilated convolutional graph temporal neural network
提出多模态时空感知融合系统，用迭代膨胀卷积图时序网络分类鱼类应激状态。
Interpretable machine learning reveals threshold effects of blue mussel (Mytilus edulis) fouling on the hydrodynamic response of the marine aquaculture netting
用可解释机器学习揭示蓝贻贝污损对海水养殖网箱水动力响应的阈值效应。
Exploring aquaponics systems and greenhouse gas emissions: an agent-based model case study
开发鱼菜共生系统智能体模型，模拟不同鱼、植物、气候和季节下的温室气体排放，用于教学。
An NB-IoT-Based Architecture with Spatial-Statistical Analytics for Cross-Domain Air and Water Quality Monitoring in Aquaculture and Aquatic Environments
提出NB-IoT边缘云架构，同步监测空气与水质并做跨域空间统计分析。
A quantum-inspired multi-objective learning framework for real-time sustainable aquaculture water quality prediction
提出量子启发多目标优化网络Q-AQUAOptNet，实现水产养殖水质实时预测。
Optimization of fish feed formulation and pH regulation in on-demand coupled aquaponic systems: A model-based framework for sustainable nutrient and water management
构建模型框架优化按需耦合鱼菜共生系统的鱼饲料配方与pH调控，实现养分和水可持续管理。
Artificial intelligence-enabled aquacultural engineering systems: A design-oriented review of sensing, modelling, and deployment architectures
综述AI赋能水产养殖工程系统，从感知、建模到部署架构的设计视角。
Decision support in recirculating aquaculture systems (RAS): A case study of a human–AI interface in prawn hatchery operation
用大语言模型辅助人类专家，解决罗氏沼虾RAS育苗中幼体高死亡率问题。
A multi-objective bi-level path planning method for a feeding robot in land-based intensive aquaculture facilities
提出陆基集约化养殖投喂机器人的多目标双层路径规划方法。
Numerical simulation of water dynamics and wastewater treatment effect in spiral substrate for recirculating aquaculture systems of Apostichopus japonicus
模拟循环水养殖系统中螺旋基质的流场与净水效果，优化刺参养殖。
From behavioural monitoring to decision support in aquaculture: an interpretable analytical framework
From behavioural monitoring to decision support in aquaculture: an interpretable analytical framework。Biosystems Engineering
Organically enriched water from an integrated agri-aquaculture system enhances antioxidant defense and secondary metabolism in blackberry (Rubus ulmifolius cv. Tupy)
研究罗非鱼-黑莓综合养殖系统中有机富集水对黑莓生长和生理的影响。
Artificial Intelligence-Based Smart Farming with Internet of Things and Drone Technologies for Integrated Crop and Aquatic Health Monitoring
构建集成物联网、无人机与深度学习的农业AI系统，实现作物与水产健康监测。
Assessing social stress in Nile tilapia through AI behavioral analysis and biosensor integration
结合AI行为分析与生物传感器评估尼罗罗非鱼的社会应激。
Acoustic species-incremental learning with uncertainty-guided dual distillation for fish feeding intensity recognition in aquaculture
提出不确定性引导的双重蒸馏方法，实现鱼类摄食强度声学识别中的物种增量学习。