Integrating indigenous knowledge systems into regenerative agriculture for sustainable crop production in southern Africa
综述37篇文献，论证南部非洲本土知识可支撑再生农业与可持续作物生产。
全部动态 · 论文 · 农业人工智能与决策模型
10月10日 · 周六
3 条Socio‐Economic Impact of Sustainable Development of Water Resources in the Semi‐Arid Regions of Village Raleras, Maharashtra: A Case Study Using Machine Learning Techniques
用机器学习评估印度半干旱村庄水资源可持续开发对农村生计的社会经济影响。
Explainable machine learning for spatial modelling of groundwater nitrate contamination: a multi-year analysis in the Duero basin
用可解释机器学习预测西班牙杜埃罗盆地地下水硝酸盐超标概率并绘制多年风险图。
10月9日 · 周五
3 条Machine Learning for Ripeness Classification of Nendra Bale Banana: A Classical Approach Using SVM, kNN, and Random Forest
用HOG特征和经典机器学习对Nendra Bale香蕉四个成熟阶段进行图像分类。
Microbiomes of soils and leafy vegetables in urban agriculture systems reflect crop management and local environmental conditions
研究城市农业中土壤与叶菜微生物组如何受管理措施和局地环境影响。
Planting subsidies or brand building? Policy thresholds and goal conflict in agribusiness-led contract farming
构建政府、农企与农户序贯博弈，比较种植补贴与品牌建设政策并识别目标冲突阈值。
10月8日 · 周四
8 条Afyon Kocatepe University Journal of Sciences and Engineering·10月6日 · 周二61 分 论文农业AI与大模型农业人工智能与决策模型阅读 1
Exploratory Explainable Machine Learning for Crop-Yield Interpretation: A Comparative Analysis of XGBoost, LightGBM, and CatBoost
比较XGBoost、LightGBM和CatBoost在作物产量可解释建模中的表现，强调评估协议与数
AI-Driven Crop Recommendation and Growth Prediction System Using Soil Fertility and Climate Intelligence
构建集成作物推荐、产量预测、肥料建议与多语言问答的AI农业决策Web平台。
APPLICATION POTENTIAL OF UNMANNED AERIAL VEHICLES AND TRENDS IN THEIR DEVELOPMENT
综述无人机应用潜力与发展趋势，强调其向自主化、网络化、数据驱动系统演进。
Camouflaged Object Segmentation Using a U-Net Based Deep Learning Approach
该论文用U-Net深度学习模型对伪装目标进行分割，在MCSIK数据集上平均准确率达70.14%。
Intelligent greenhouse irrigation control via multilayer perceptron neural network climate prediction integrated with fuzzy logic control
提出MLP-ANN预测温室微气候并驱动自适应模糊控制器，实现预测性智能灌溉。
Effects of different nesting materials on crushing risk and sow posture changes in a farrowing system with temporary confinement
比较三种垫料对母猪压仔风险和姿势变化的影响
AI-generated menus versus the Türkiye Dietary Guidelines: nutrient adequacy, ultra-processed food burden, cost, and carbon footprint
比较ChatGPT与Gemini生成的每日菜单与土耳其膳食指南在营养充足性、超加工食品、成本和碳足迹
Agricultural water-land optimization for multiple cropping under crop growth stages and farmer budget constraints
提出分层框架，在作物生长阶段和农户预算约束下优化多熟制水与土地资源配置。
10月7日 · 周三
6 条Holistic Modeling Approaches for Supporting Sustainability Transitions
综合32项研究，用整体建模方法支持农业生态系统的可持续转型决策。
Zenodo (CERN European Organization for Nuclear Research)·10月5日 · 周一52 分 论文水资源与灌溉农业人工智能与决策模型2 个信源同时报道 阅读 1
Intelligent Sprinkler: Design and Evaluation of a Low-Cost Mobile Agricultural Robot for Sensor-Driven Irrigation and Vision-Guided Targeted Spraying
设计并评估一款低成本履带式农业机器人，实现传感驱动灌溉与视觉引导靶向喷洒。
Ensemble Machine Learning for Farm-Level Rainfall Forecasting Based on Satellite Observations
基于卫星观测，用集成机器学习为农场尺度做降雨预报。
Improving early season crop type mapping using machine learning algorithms with combined SAR and optical time series
融合Sentinel-1 SAR与Sentinel-2光学时序，用集成机器学习实现印度早季作物类型高
Design and stability analysis of an underactuated hand with passively rotating fingers
设计并分析了一种欠驱动空间旋转手指的机械手，实现多种抓取并验证稳定性。
The role of artificial intelligence in food systems transformation: a review of opportunities, challenges, and future directions
系统综述2020-2026年AI在食品系统转型中的作用，提出社会技术整合框架。