Diag-STFN：全球收获前作物产量预测的诊断时空多模态融合网络——覆盖38国玉米29国小麦（Ecological Informatics 2026）
提出诊断式时空多模态融合网络Diag-STFN，实现全球收获前玉米小麦产量预测。
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基于空间分辨光谱的鲜食玉米含水率和硬度MaMoNet检测模型——融合Mamba状态空间模型与多门专家混合机制
提出MaMoNet网络，用空间分辨光谱检测鲜食玉米含水率和硬度。
Research on the optimal modeling path for inversion of Pb content in rice leaves based on hyperspectral data of ground objects and machine learning and cross-scale remote sensing monitoring
研究基于地面高光谱与机器学习反演水稻叶片铅含量，并探索跨尺度遥感监测的最优建模路径。
Integrating agrarian differentiation and labor mobility into TAPE-based assessments of agroecology. A methodological exploration in the Cambodian rice sector
将农业分化与劳动力流动纳入TAPE框架，在柬埔寨稻作区做方法学探索。
Identifying drought-responsive candidate genes in root and shoot tissues of wheat (Triticum aestivum L.) through RNA sequencing, cluster analysis, weighted gene co-expression network analysis, and machine learning models
通过RNA-seq、WGCNA和XGBoost-SHAP分析，鉴定小麦根和茎中响应干旱的候选基因。
End-edge-cloud collaborative group phenotype recognition and diagnosis for rice seedling in vertical rice seedling cultivation
提出端边云协同的水稻秧苗群体表型识别与诊断方法，用于垂直育秧场景。
Timing Matters: Optimising the Early Blight Spraying Strategy in Potatoes in the Netherlands
基于25年试验分析马铃薯早疫病发病时间与产量损失，提出可减少约50%杀菌剂用量的精准喷施策略。
Recommendation of Suitable Planting Locations for Hybrid Maize Varieties Based on Graph Collaborative Filtering
提出图协同过滤框架，将玉米品种适种区评估转化为排序任务，推荐适宜种植地点。
Cross-Regional Classification of Rice Cropping Systems Based on Within-Year Seasonal Composition Using Multimodal Remote-Sensing Time Series
提出多模态遥感时序框架，实现跨区域水稻种植制度八分类。
Multi-features and Fuzzy with Residual Lenet for Cotton Classification Using Remote Sensing Image
提出多特征与模糊结合残差LeNet的遥感影像棉花分类方法。
A comparative analysis on maize yield prediction using sentinel 2A and Landsat 8 satellite image in Sundarganj, Gaibandha, Bangladesh
用Sentinel 2A与Landsat 8的NDVI回归模型预测孟加拉国玉米产量并比较精度。
Climate change and the rising threat of Macrophomina phaseolina: implications for food security, food safety, and sustainable crop health management
综述气候变化下干旱高温盐胁迫加剧菜豆壳球孢菌病害的机制与可持续防控策略。
Spatial and Temporal Analysis of Rice Yield Using the DSSAT Model in the Kommamuru Canal Command Area, Guntur (Dist), Andhra Pradesh, India
用DSSAT-CERES水稻模型结合Sentinel-2遥感，分析印度Guntur灌区2022-20
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。
IIARD INTERNATIONAL JOURNAL OF GEOGRAPHY AND ENVIRONMENTAL MANAGEMENT·9月21日 · 周一76 分 论文单产提升与粮食安全智慧农业 / 农业物联网阅读 5
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。
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。
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
Underutilised indigenous crop adoption and household food security: evidence from a cross-sectional study of smallholder farmers in South Africa
研究南非小农户采用未充分利用本土作物与家庭食物安全的关系。
Communication channels for promoting regenerative agricultural practices among maize farmers: preferences and predictors in Ghana’s transitional belt
研究加纳玉米农获取再生农业信息的渠道偏好及其对采纳的影响。
Integrated water–carbon management reshapes trade-offs among greenhouse gas emissions, productivity, and economic returns in rice systems
Integrated water–carbon management reshapes trade-offs among greenhouse gas emissions, productivity, and economic returns in rice systems。Agricultural Systems