A knowledge-guided machine learning framework for cross-scale wheat harvest monitoring via sample augmentation
提出知识引导机器学习框架，用样本增强实现田块到区域尺度的冬小麦收获监测。
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9月17日 · 周四
20 条Assessment of Fire Distribution across Elevation Zones Using GIS and Remote Sensing On Mount Mulanje, Malawi
Assessment of Fire Distribution across Elevation Zones Using GIS and Remote Sensing On Mount Mulanje, Malawi。Research Square
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Assessment of the Current Sanitary and Technical Condition of Irrigation Reservoirs in Azerbaijan
综合评估阿塞拜疆灌溉水库的卫生与技术状况，分析老化风险并提出数字化监测建议。
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A systematic review of remote sensing applications for agricultural water management in a water-stressed South Africa
系统综述遥感在南非农业水资源管理中的应用进展与挑战。
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Automated Machine Learning-Driven UAV Remote Sensing for Accurate Winter Wheat Water Content Prediction
用无人机多光谱、RGB和热红外遥感结合AutoML预测冬小麦含水量。
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Assessing historical climatic impacts on wetland change using satellite imagery: a transferable framework demonstrated on the Texas coast
开发可迁移框架，用卫星影像评估历史气候对湿地变化的影响。
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Soil Salinity Mapping from UAV-Borne Hyperspectral Imagery with Soil Moisture Correction
用无人机高光谱结合水分校正与Stacking集成模型反演土壤盐分。
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Research on an automated mapping method for rice aboveground biomass based on low-altitude remote sensing
基于无人机RGB与多光谱影像，结合株高与Stacking集成算法，实现水稻地上生物量高精度自动制图。
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Annual Gridded Anthropogenic CH4 Emissions Estimation in China (2019–2025) Integrating Multisource Data: SHAP-Based Driver Attribution and Spatio-Temporal Patterns
融合多源数据与机器学习构建中国2019-2025年0.1°人为甲烷排放网格，并用SHAP解析驱动机制
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Toxicological risks of industrial waste in agricultural soils for food safety and environmental sustainability
综述工业废弃物污染农田土壤的来源、迁移及食物链传递风险，并提出综合缓解策略。
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Red-Edge Information in Agricultural Remote Sensing: From Spectral Theory to Explainable Machine Learning
综述红边遥感在农业中的物理基础、条件依赖性与可解释机器学习中的新角色。
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Application of Remote Sensing and Machine Learning in Sustainable Agriculture
综述遥感与机器学习在可持续农业中的应用现状与前景。
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A remote sensing–based approach to the regionalization of socioeconomic indicators in an agricultural headwater catchment in Northern Benin
结合遥感与采样方法，将地块级社会经济指标区域化到贝宁北部农业流域。
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Retrieval of Optically Active and Inactive Water Quality Parameters Using Remote Sensing and Machine Learning: Evidence from Water Hyacinth-Infested Lake Tana, Ethiopia
用Sentinel-2与机器学习反演埃塞俄比亚塔纳湖四类水质参数并分析时空变化。
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DeepPhenoTree-Apple Edition: a multi-site apple phenology RGB annotated dataset with deep learning baseline models
发布多站点多品种苹果物候RGB图像数据集，并给出深度学习基线检测模型。
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Response of Wheat Crop to The Application of Different Micronutrients and Their Influence on Growth and Development
综述小麦对锌铁锰铜硼等微量元素的响应及其对生长、产量和品质的影响。
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Design and Implementation of a Low-Cost GNSSBased Precision Agricultural Monitoring System with Real-Time IoT Visualization
设计并实现了一套低成本GNSS精准农业监测系统，集成ESP32与物联网实时可视化。
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Artificial intelligence and food insecurity: opportunities, risks, and equity pathways for the Global South
系统综述64项研究，分析AI在全球南方粮食安全中的机遇、风险与公平路径。
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ARTIFICIAL INTELLIGENCE IN HIGHER EDUCATION: TRANSFORMING TEACHING, LEARNING, AND STUDENT ENGAGEMENT
提出融合物联网传感与随机森林的智能灌溉系统，实现数据驱动的自动灌溉控制。
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Development and Web-Based Visualization of a Domain-Specific Semantic Model for Coffee Culture and Production Processes
构建咖啡文化与生产过程的OWL本体，并开发浏览器端可视化工具。
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