Digital Decision Support for Smallholder Farmers using Explainable Multi Criteria Agricultural Intelligence
提出可解释多准则决策支持系统，为小农户地块排序推荐作物并给出理由与置信度。
关注点
该框架用AHP+TOPSIS结合蒙特卡洛气候价格冲击给出可解释作物排序，并量化推荐稳定性；但结论仅来自合成景观模拟，不能作为田间效果证据。
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Integrating Machine Learning, Deep Learning and Robotics for Intelligent Information Management and Decision Support
综述机器学习、深度学习与机器人融合的智能信息管理与决策支持系统。
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MACHINE LEARNING DRIVEN CROP YIELD PREDICTION AND AGRICULTURE DECISION SUPPORT SYSTEM USING HISTORICAL WEATHER, SOIL AND SATELLITE DATA FOR INDIAN FARMERS
构建县级多源数据融合的作物产量预测与决策支持系统，服务印度农民。
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AI-Powered Forest Monitoring and Impact Assessment System
构建AI地理空间监测平台，实现森林变化检测、碳损失估算与风险评估。
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Applications of Neutrosophic Topology in the Indian Context: A Review and Emerging Research Directions
综述中智拓扑在印度多领域的应用潜力，并指出理论与实证数据脱节的局限。
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Realising the potential of ecological digital twins as decision support tools
论文主张生态数字孪生应转向决策支持，通过共创整合终端用户与社会政治背景。
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A Human-Centered Machine Learning Dashboard for Real-Time Smart Farming Decision Support
提出以人为中心的机器学习仪表盘，融合物联网与预测模型，为农户提供实时可解释的决策支持。
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Reliability Auditing and Capacity-Constrained Review for Wheat-Yield Decision Support under Temporal and Spatial Shift
Reliability Auditing and Capacity-Constrained Review for Wheat-Yield Decision Support under Temporal and Spatial Shift。Research Square
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From Phenotyping to Supervised Agentic Decision Support: A Review of Sensing and Artificial Intelligence for Greenhouse Strawberry Cultivation（从表型到监督智能体决策支持：温室草莓栽培的传感与人工智能综述）
综述温室草莓从表型感知到监督智能体决策支持的传感与AI技术，提出表型到行动框架。
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Geospatial Artificial Intelligence in Precision Agriculture: A Systematic Review（精准农业中的地理空间人工智能：系统综述）
系统综述2019-2026年地理空间AI在精准农业的应用、多模态数据集成与决策支持。
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Trustworthy AutoML indicators for climate-smart agriculture: A sustainability-governance framework for decision support
提出面向气候智慧型农业的可信AutoML指标体系与可持续治理框架，用于决策支持。
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Integrating a pesticide risk indicator into a multi-criteria assessment tool for comparing crop protection scenarios
开发了IPM自评估工具ISAT，集成新的农药风险指标PL EU，比较作物保护情景的环境、健康和经济影
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