Geography-Aware Energy-Adaptive IoT-WSN Monitoring for Sustainable Smart Irrigation in Precision Agriculture.
提出地理感知能量自适应IoT-WSN框架，用于精准农业可持续智能灌溉监测。
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AI-Driven Smart Agriculture: An Intelligent Farming System Using AI, IoT, ESP32, Edge AI, and Smart Solar Irrigation
综述八项研究并提出低成本ESP32+边缘AI+太阳能灌溉的智能农业概念平台。
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Integrating Fuzzy Rule Based Reasoning with Machine Learning for Intelligent and Scalable Irrigation Control
融合模糊规则与随机森林构建可解释的智能灌溉决策系统。
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SMART IRRIGATION SYSTEM USING ARDUINO AND SOIL MOISTURE SENSOR
基于Arduino与土壤湿度传感器，设计低成本自动灌溉系统，按阈值控制水泵启停。
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AI-IoT Enabled Smart Agriculture Using Sequential Hybrid Feature Selection for Intelligent Irrigation Management
提出AI-IoT智能灌溉系统，用序列混合特征选择提升灌溉预测精度。
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AI-Enabled IoT-Based Smart Irrigation Management System for Predictive and Efficient Water Usage
提出基于AI与物联网的智能灌溉系统设计，实现土壤湿度预测与高效用水。
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Smart AI-Based Agriculture Decision Support System (AgriSens)
构建AgriSens全栈智慧农业决策支持平台，集成作物推荐、病害诊断、施肥优化与灌溉模拟。
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Smart Agriculture using IoT
基于物联网传感器实现农田土壤湿度自动监测与灌溉控制。
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Development and Performance Evaluation of an IoT-Based Smart Irrigation System with Real-Time Data Monitoring for Beetroot (Beta vulgaris L.)
Development and Performance Evaluation of an IoT-Based Smart Irrigation System with Real-Time Data Monitoring for Beetroot (Beta vulgaris L.)。Research Square
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A Trust-Boundary Reference Architecture for Secure Cyber-Physical Agriculture: Design and Software-Based Proof-of-Concept for Smart Irrigation
提出面向智慧灌溉的安全参考架构，用软件验证可抵御重放与欺骗攻击。
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INCREASING REGIONAL ADDED VALUE THROUGH THE PROCESSING OF AGRICULTURAL PRODUCTS IN THE REPUBLIC OF KARAKALPAKSTAN
研究卡拉卡尔帕克斯坦通过农产品加工与数字创新提升区域附加值。
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A MATLAB-based AI-IoT simulation framework for LSTM-driven smart solar irrigation and renewable energy management
提出MATLAB中AI-IoT仿真框架，用LSTM预测灌溉需水并管理光伏与电池。
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Design and Controlled-Plot Validation of a Smart Dual-Mode Irrigation System for West African Riverbank Farms
为西非河岸农场设计并验证低成本太阳能物联网灌溉系统，自动灌溉黄麻叶。
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An embedded deep learning–fuzzy logic framework for intelligent and automated irrigation in smart farming
提出IrrigaDL-FL低成本物联网智能灌溉框架，融合深度学习与模糊逻辑优化路由和灌溉决策。
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Intelligent greenhouse irrigation control via multilayer perceptron neural network climate prediction integrated with fuzzy logic control
提出MLP-ANN预测温室微气候并驱动自适应模糊控制器，实现预测性智能灌溉。
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IoT -Based Smart Agriculture Using Machine Learning
提出物联网结合机器学习的智慧农业系统，实现环境监测与智能灌溉决策。
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Smart Irrigation System for Precision Farming
基于物联网与传感器构建智能灌溉系统，实时监测土壤与气象并自动控制灌溉。
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AI-Driven Smart Irrigation System Using Edge-Based Embedded Controllers
提出基于边缘嵌入式控制器的AI智能灌溉系统，实现实时自适应灌溉调度。
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SMART IRRIGATION STRATEGY RECOMMENDED SYSTEM USING ML
提出基于ESP32传感与两阶段机器学习的智能灌溉推荐系统，预测土壤湿度并推荐灌溉动作。
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Development of an Iot-Based Automated Plant Monitoring and Watering System Using Two-Input Sugeno Fuzzy Logic
开发基于ESP32与ESP32-CAM的物联网植物监测与自动灌溉系统，用Sugeno模糊逻辑决策浇水
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