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。
土壤健康与改良
土壤理化生物性状、盐碱地治理与固碳
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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。
Artificial Intelligence-Based Crop Recommendation Using Soil and Climate Data: A Comprehensive Review of Machine Learning, Deep Learning, and Smart Agriculture Approaches
综述AI作物推荐研究，指出高准确率多源于数据与验证缺陷。
Carbon Farming in the Digital Era: Soil Carbon Sequestration, Permanence, Measurement, Reporting and Verification
综述数字时代碳农业的土壤固碳、持久性与MRV，强调混合验证与保守核算。
Zenodo (CERN European Organization for Nuclear Research)·9月11日 · 周五65 分 论文遥感与农情监测农业遥感与作物表型2 个信源同时报道 阅读 1
ASSESSMENT OF SOIL SALINITY USING THE NDVI VEGETATION INDEX BASED ON REMOTE SENSING DATA
利用Sentinel-2遥感数据计算NDVI，评估灌溉草甸灰钙土的土壤盐渍化程度。
Vision Transformers Enable Advanced Plant Phenotyping in Controlled Environments
比较阈值法、U-Net和预训练ViT在植物分割中的跨物种泛化能力。
Coffee phytobiome dynamics: integrating multitrophic interactions and plant physiology for climate-resilient production
综述咖啡植物微生物组与多营养级互作，提出整合植物生理与微生物组提升气候韧性生产。
Smart Agriculture Optimization in Off-Grid Terrains via Satellite- Coupled Soil Sensing Framework
Smart Agriculture Optimization in Off-Grid Terrains via Satellite- Coupled Soil Sensing Framework。Research Square
Optimizing biochar application strategies to improve soil properties and crop productivity in salt-affected croplands: Evidence from a global meta-analysis and machine learning approach
Optimizing biochar application strategies to improve soil properties and crop productivity in salt-affected croplands: Evidence from a global meta-analysis and machine learning approach。Agricultural Systems
Zenodo (CERN European Organization for Nuclear Research)·9月10日 · 周四84 分 论文设施园艺与植物工厂农业遥感与作物表型2 个信源同时报道 阅读 1
National Carbon Stock and Greenhouse Gas Baseline Assessment for Liberia: Integrating Forest, Blue Carbon, Soil Carbon, and Sectoral Emissions
整合森林、蓝碳、土壤碳与部门排放，完成利比里亚国家碳储量与温室气体基线评估。
International Journal for Research in Applied Science and Engineering Technology·9月10日 · 周四75 分 论文水资源与灌溉智慧农业 / 农业物联网阅读 5
AIOT in Predictive Agriculture - IoT and AI Integration for Real-Time Soil Monitoring and Smart Irrigation in Predictive Agriculture
提出AIoT框架，用LSTM预测土壤湿度实现智能灌溉，节水并延长节点续航。
Orthogonal delineation of site-specific management zones using soil data: A multi-property optimization approach
提出多属性优化方法，利用土壤数据正交划分特定地点管理分区。
Nanomaterial-enabled Sensors for Soil and Crop Analysis in Agriculture: A Focused Review
综述纳米材料传感器在土壤养分、作物生理和病害检测中的分析可行性及田间应用瓶颈。
Sustainable soil governance pathways toward zero food gap
综述土壤科学、地球观测、AI与决策支持，提出可持续土壤治理实现零食物缺口的整合框架。
An ensemble deep learning approach for soil pH classification leveraging GLCM-based texture features and neural networks
提出融合GLCM纹理特征与CNN的集成深度学习框架，实现土壤pH等级图像分类。
Regenerative benefits of legume–wheat intercropping systems on soil quality and resource-use efficiency under deficit irrigation in Egypt
埃及两年试验表明，豆科-小麦间作在亏缺灌溉下仍能提升土壤质量与资源利用效率。
Effects of multi human disturbance on soil organic carbon: mediation by landscape patterns and forest community attributes in forest villages of the Henan section, Yellow River Basin
研究黄河流域河南段国家森林村庄中多种人为干扰对土壤有机碳的影响及其景观和群落中介机制。
Estimation of Soil Total Nitrogen in Hemerocallis citrina Across Multiple Phenological Stages Using Partitioned Feature Bands
研究利用多传感器模拟光谱和三维指数，结合GA-BPNN，分物候期估算黄花菜土壤全氮，提高精度。
APPLICATION OF ARTIFICIAL INTELLIGENCE IN SOIL FERTILITY ASSESSMENT AND CROP YIELD PREDICTION IN SOUTHWEST NIGERIA: A STATISTICAL APPROACH
研究AI在尼日利亚西南部土壤肥力评估和作物产量预测中的应用，发现随机森林模型表现最佳。
Remote Sensing and GIS-Based Spatial Planning of Soil and Water Conservation Measures in a Semi-Arid Watershed Maliwadgaon of Maharashtra, India
利用遥感和GIS对半干旱流域进行水土保持措施的空间规划与选址。