From pixels to runoff: integrating high-resolution remote sensing and deep learning for hydrologically meaningful urban land-use classification
比较高分辨率遥感分类精度与水文模拟效果，发现像素精度不足以判断土地利用图的水文适用性。
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10月4日 · 周日
20 条AI-Driven Computer Vision for Pavement Distress Classification and Structural Degradation Mapping in Urban Highway Networks
提出YOLO车载视觉框架，实现路面病害实时检测、PCI估算与GIS退化制图。
智慧农业 / 农业物联网论文
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A new vegetation–thermal integrated approach (NNL-SM) for high-resolution soil moisture estimation
提出NNL-SM模型，融合NDMI、NDVI和LST将SMAP土壤水分从9km降尺度至1km。
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A Hybrid Single-Shot Vision-AI and Geospatial Framework for Multimodal Infrastructure Degradation Mapping in Urban Networks
提出融合YOLO、边缘计算与数字孪生的框架，实现城市交通基础设施缺陷实时检测与可视化。
智慧农业 / 农业物联网论文
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An Intelligent LLM–Fuzzy Decision Support and Digital Twin Framework for Adaptive Agricultural Robotics Systems
提出LLM-模糊决策与数字孪生框架，用于自适应农业机器人协同决策。
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Development and Field Validation of a Solar-Powered Smart Buoy for Saltwater Intrusion Monitoring
开发并田间验证太阳能智能浮标，实时监测农业运河盐水入侵并手机报警。
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Being Granular, Becoming Sustainable:
从瑞士智慧农业行动者视角，探讨数字化与可持续性如何通过颗粒化数据实践结合。
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A multilevel living lab using a digital-twin-based modelling environment for sustainability education and decision support
研究将区域供热数字孪生模型环境融入多层级生活实验室，用于可持续教育并支持决策。
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Smart Agriculture Technology: A Review of Robotic Platforms, Sensing Modalities, Artificial Intelligence, Datasets, Evaluation Metrics, and Future Research Directions
系统综述智慧农业机器人、传感、AI、数据集与评估指标，指出落地瓶颈并展望方向。
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Sustainability intelligence: Integrating Artificial Intelligence, the Internet of Things, and Digital Twins for resource-efficient and climate-resilient systems
综述AI、物联网与数字孪生融合的可持续性智能，提出七层SIF框架。
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Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystems
综述联邦学习、TinyML与可解释AI在IoT/IIoT入侵检测中的进展，并提出统一框架。
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Adoption of Improved Pigeonpea (Cajanus cajan) Production Technologies in India-Status, Constraints and Opportunities: A Review
综述印度木豆改良技术采用现状、制约因素与机遇，指出推广不均导致产量差距。
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A collaborative perception framework for green jujube: from lightweight key point detection to posture-aware harvest analysis
提出RDA-YOLO与SAM2协同感知框架，实现青枣采摘点定位与姿态分析。
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Part-time farming, planting decisions and farmland operational performance
基于新疆507户调查，分析兼业化对农地经营绩效的影响及传导机制。
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The parent effect and patriarchal gatekeeping: familial dynamics shaping youth sustainable agriculture entrepreneurship pathways in Zimbabwe
研究津巴布韦青年视角下父母态度与父权把关如何制约其可持续农业创业路径。
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International research partnerships and cross-cultural project management: a Vietnamese beef cattle agribusiness autoethnographic case study
通过自民族志案例研究，分析越南肉牛供应链国际合作研究项目的成功因素与障碍。
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Maturity-aware credit governance in digital agricultural finance: leakage-free selective fusion for agri-food SME risk assessment
提出成熟度感知的选择性融合框架DAF-XCredit，用于农业食品中小企业信贷风险评估。
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From survival to development: asymmetric effects of poverty alleviation relocation on household multidimensional poverty—evidence from mountainous western China
评估中国西部山区易地扶贫搬迁对农户生存型与发展型多维贫困的非对称影响。
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Transient prosperity or durable resilience: how place-based specialty agricultural policy shapes rural household welfare in China
评估中国特色农产品优势区政策对农户收入质量与发展韧性的双重影响及机制。
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Bioaccessibility and health risk evaluation of heavy metals in commercial fruit juices of Pakistan using an in vitro simulated digestion model
评估巴基斯坦市售果汁重金属含量及体外消化生物可及性与健康风险。
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