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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利用中子探针标定数据与机器学习提升5TE土壤含水量传感器精度
用9年4站1221组配对数据，机器学习校正5TE土壤含水量传感器。
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灌溉优化中的数字孪生：优势、机遇与挑战
综述23项灌溉数字孪生研究，梳理物联网、遥感与仿真三类方法及成效。
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Dynamic thermal imaging for crop water stress detection across phenological stages: Enhancing irrigation scheduling precision
综述物候期对热成像CWSI阈值的影响，提出物候感知灌溉调度框架。
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Real-World Impact: Transforming Agriculture with Technology A Multi-Stakeholder Review of Smart Monitoring, Precision Irrigation, and Digital Value-Chain Integration
综述六大农业数字技术集群对农场决策的变革及实际效益与采纳差异。
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Nanobubble-Driven Precision Aeration: Deciphering Abiotic Hypoxia Responses via Multi-Omics for Next-Generation Smart Agriculture
综述纳米气泡灌溉缓解盐旱根区缺氧的机制，并展望多组学与智能农业应用。
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Smart water management in agriculture: convergence of sensors, imaging, AI, precision irrigation, and robotics systems
综述AI传感、成像、物联网精准灌溉、数字孪生与机器人集成用于作物水分管理。
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RESULT ON RENEWABLE ENERGY-BASED SMART FERTIGATION CONTROLLER USING NPK SENSOR
综述基于NPK传感器、物联网与太阳能的智能水肥一体化控制器，实现精准施肥与远程监控。
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A COMPREHENSIVE REVIEW ON IOT AND EDGE AI-BASED PRECISION AGRICULTURE SYSTEM FOR WATER OPTIMIZATION
综述基于物联网与边缘AI的精准农业系统，实现实时灌溉优化与节水。
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AI-Enabled Sustainable Precision Farming Using Raspberry Pi and Coral Edge TPU with Cloud-Based Model Training
提出基于树莓派与Coral Edge TPU的边缘AI精准农业系统，实现作物状态分类与实时决策。
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Intelligent Sprinkler: Design and Evaluation of a Low-Cost Mobile Agricultural Robot for Sensor-Driven Irrigation and Vision-Guided Targeted Spraying
设计并评估一款低成本履带式农业机器人，实现传感驱动灌溉与视觉引导靶向喷洒。
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Dynamic regulation of grid-scale high-efficiency precision irrigation for rice under climate variability（基于气候变化的网格尺度水稻精准灌溉动态调控）
提出模拟-优化协同的网格尺度水稻精准灌溉调度框架，实现动态调控。
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Automated System for Plant Health Monitoring and Stress Diagnosis Using IoT and Machine Learning
设计并验证了基于ESP32与随机森林的物联网闭环灌溉系统，实现植物胁迫自动诊断。
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INTELIGÊNCIA ARTIFICIAL NA AGRICULTURA 4.0: DESAFIOS, POTENCIALIDADES E APLICAÇÕES NO MONITORAMENTO E MANEJO DAS CULTURAS
综述人工智能在农业4.0作物监测与管理中的应用、潜力与挑战。
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From sensing to modeling: machine learning-driven wearable humidity sensors for plant water status monitoring
将可穿戴湿度传感器与机器学习结合，实现植物水分状态监测。
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3D-architectured self-powered thermoelectric plant e-skins for high-precision early-stage water stress detection
提出3D结构自供电热电植物电子皮肤，用于高精度早期水分胁迫检测。
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A multi-scale remote sensing approach for assessing drought impacts on rainfed and irrigated cereal yields in Lleida, Spain
评估多尺度遥感干旱指数对西班牙Lleida地区雨养与灌溉谷物产量的解释能力。
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Comparative Scrutiny of Okra Lines for Water Stress by Plant Leaf Temperature Using Thermal Imaging
用热成像测叶片温度，比较10个秋葵品系在四种水分亏缺下的响应差异。
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[预印本] 智慧农业平台AI模块的边际绿色贡献模拟——两项蒙特卡洛实验证据
通过两项蒙特卡洛实验模拟智慧农业平台AI模块对农药化肥减量和灌溉节水减碳的边际绿色贡献。
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Analysis of drought carry-over effect on apple trees using the Leafiness-LiDAR index
用LiDAR叶量指数追踪苹果园干旱遗留效应与冠层恢复。
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