AI Framework Estimates Crop Water Stress from Satellite Data in Egypt's Nile Delta
用MODIS数据与机器学习框架估算埃及尼罗河三角洲农田水分胁迫。
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9月16日 · 周三
20 条Agricultural Visual Recognition: A Novel Privacy-Preserving Framework Based on 4D Chaos and Mamba Networks
提出结合四维混沌加密与Mamba网络的隐私保护作物病害识别框架。
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YOLO-Based Deep Learning Pipeline for Detecting Nutrient Deficiency Symptoms in Roselle (Hibiscus sabdariffa L.)
用YOLO系列模型检测玫瑰茄钙钾铁磷缺乏的视觉症状。
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Effects of Noise on the Accuracy of Estimating Rootzone Total Soil Moisture Using a Non‐Linear Autoregressive Exogenous Machine Learning Model for Precision Agriculture
该论文评估了测量噪声对NARX机器学习模型估算根区土壤水分动态精度的影响。
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Discrete Element Method-Based Modeling and Application of Agricultural Materials: A Review
综述农业物料离散元建模的粒子模型、接触模型与参数标定进展及应用。
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Evidence integrity and review utility in crop-image decision support: an audit-to-review framework for precision agriculture
提出审计到评审框架，先固定证据身份再比较作物图像分类器，并关联预测不确定性与评审工作量。
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Artificial Intelligence, Machine Learning, and Deep Learning Concepts, Methods, and Real-World Impact
系统综述AI、机器学习与深度学习的概念、方法、应用及伦理挑战。
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Sistem Informasi Manajemen Pertanian: Studi Kasus Lembang Agri Gapoktan
为农民合作社设计并测试一套覆盖注册到销售全流程的农业管理信息系统。
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Multitemporal UAV-Based Estimation of Kenaf (Hibiscus cannabinus L.) Plant Height Under Nitrogen and Compost Treatments
用多时相无人机影像估算氮肥与堆肥处理下红麻株高，构建高精度回归模型。
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A Counterfactual-Enabled Agricultural Decision Support Framework for Sustainability-Aware Groundnut Yield Prediction Using Bayesian-Optimized XGBoost
提出TSAFI-DT数字孪生框架，用贝叶斯优化XGBoost预测印度花生产量并做反事实情景分析。
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Mapping Native Grass Cover with Random Forest Models: Sentinel-2 Versus Sentinel-2 Combined with Sentinel-1 SAR-Derived GLCM Texture Metrics
用随机森林结合Sentinel-2与Sentinel-1纹理特征，绘制澳洲原生草地C3/C4草覆盖度
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Development of an ecological greenness index (EGI) for urban environmental monitoring: a remote sensing and multivariate analytical approach
构建融合八个遥感指标的生态绿度指数EGI，并在德黑兰验证其城市生态监测能力。
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Aerosol pollution and economic growth in Thailand with a machine learning analysis of the environmental Kuznets Curve
用机器学习验证泰国气溶胶污染与经济增长呈环境库兹涅茨曲线倒U型关系并预测至2050年。
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Quantifying the Environmental Impact of Artisanal and Small‐Scale Mining: An Integrated Approach for Sustainable Development Insights
用SDGSAT-1等多源遥感与实地采样量化尼日利亚手工采矿对土地与农田的环境退化。
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Remote Sensing-Based Spatiotemporal Assessment of Ecological Quality using RSEI from 2016 to 2025: Gala Lake Basin, Türkiye
基于RSEI评估土耳其Gala湖流域2016-2025年生态质量时空变化。
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Spatial Coupling of Greenhouse Gas Emissions, Vegetation Activity, Groundwater Nitrate Occurrence, and Soil Environments Across Denmark: A 5-km Spatial Association and Soil-Stratified Analysis
构建丹麦5公里网格，分析温室气体、植被、地下水硝酸盐与土壤的空间耦合关系。
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Seeing the Green from Above: A Review of Remote Sensing Techniques for Vegetation Cover Discrimination
综述卫星、无人机与高光谱遥感在植被覆盖判别中的区域应用与互补能力。
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Flood Risk Assessment and Environmental Change Analysis Using GIS and Remote Sensing
结合GIS与遥感评估土耳其Havza地区洪水风险，并分析近30年土地利用与植被变化。
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Assessment of Deforestation in Mbaav 1 Forest Reserve in Gwer East Local Government Area of Benue State, Nigeria
评估尼日利亚Mbaav1森林保护区1989-2019年森林砍伐，并分析其社会经济驱动因素。
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Extracting Summer-Harvested Crops in the Baojixia Irrigation District Using CycleGAN and Transfer Learning
用CycleGAN和迁移学习融合无人机与卫星影像，提取宝鸡峡灌区夏收作物。
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