Explainable growth stage classification of cacao (Theobroma cacao L.) leaves and key feature visualization using vision transformer and transfer learning
用ViT和迁移学习对可可叶D、E期进行可解释分类，准确率达97%。
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9月23日 · 周三
20 条Spatiotemporal Deep Learning for Rice Plant Height Estimation from Multi-Temporal UAV RGB Imagery
提出Rice-STNet时空深度学习框架，用多时相无人机RGB影像估算水稻株高。
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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。
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A Systematic Review of Deforestation Challenges in Kebbi State, Nigeria, and their Implications for the Sustainable Development Goals
系统综述尼日利亚凯比州森林砍伐的驱动因素、影响及其对可持续发展目标的阻碍。
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Artificial Intelligence in Plant Disease Detection: An Introduction to Intelligent and Automated Crop Health Monitoring
综述AI在植物病害检测中的应用，涵盖图像采集到模型评估全流程及未来趋势。
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Determination of Water Stress in Okra Plants Using Canopy Temperature Measurement by Infrared Thermometer
用红外测温仪测秋葵冠层温度并结合随机森林，实现水分胁迫的早期无损分类。
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A multi-agent multi-modal LLM with Monte Carlo tree search for interpretable plant disease classification
提出多智能体多模态LLM结合蒙特卡洛树搜索，实现可解释的植物病害分类。
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Internet of things-based smart irrigation system using soil moisture and weather data
基于物联网与土壤湿度及天气数据，实现低成本自动灌溉决策系统。
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Influence of Sound Frequencies on Plant Growth and Physiological Development
构建声频刺激植物生长实验框架，分析不同频率对生理指标的影响并推荐最优频率。
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Climate Adaptation and Sustainable Agriculture in Africa: Strategies for Food Security
综述气候智慧型农业与生态农业在非洲提升农业韧性与粮食安全的成效及障碍。
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Time Series Extrinsic Regression for Smart Agriculture: Field‐Level Crop Yield Prediction From Multisource Agricultural Time Series
将田块级作物产量预测建模为时间序列外回归，比较多源农业时间序列上的神经与非神经方法。
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The Role of Agricultural Extension Services in Promoting Climate-Smart Agriculture Adoption among Smallholder Farmers in Mwingi West sub-county Kitui County, Kenya
研究肯尼亚小农户中农业推广服务对气候智慧型农业采纳的促进作用。
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Explainable optimized deep learning and generative AI based framework for finger millet disease detection in smart agriculture
提出融合深度学习、可解释AI与生成式AI的指状粟病害检测框架，实现高精度识别与决策支持。
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An integrated IoT and machine learning framework for maize yield prediction and smart agriculture in Tanzania
An integrated IoT and machine learning framework for maize yield prediction and smart agriculture in Tanzania。Cogent Food & Agriculture
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From economic rationality to ecological rationality: how does non-pastoral labor allocation affect grazing substitution behavior?
基于内蒙古863户牧户调查，研究非牧劳动力配置如何影响放牧替代行为。
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Climate extremes and grain green productivity in China: buffering effects of agricultural insurance and high-standard farmland
研究极端气候风险对中国粮食绿色全要素生产率的影响及农业保险与高标准农田的缓冲作用。
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Measurement of interest linkage level between land trusteeship enterprises and farmers in China: based on TOPSIS method with comprehensive weighting
构建指标体系并用组合赋权TOPSIS测度中国土地托管企业与农户的利益联结水平。
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Factors influencing the adoption of climate-smart agriculture practices among smallholder farmers in Melani and Msobomvu villages, Eastern Cape Province
研究南非东开普省小农户对气候智慧型农业的认知、障碍及影响因素。
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Cascading failure mechanisms in the fresh agricultural product supply chain of China’s Yangtze River Delta
构建长三角生鲜农产品供应链网络，模拟级联失效并识别核心风险节点与恢复策略。
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Exploring gender dynamics in the yam value chain in yam growing communities of Osun State, Nigeria
研究尼日利亚Osun州山药价值链中男女对捣山药品质偏好的差异及其消费影响因素。
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