International Journal of Computer Applications Technology and Research·9月7日 · 周一57 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 1
Usage of Vermicompost Farming Enhanced Machine Learning
提出基于物联网和机器学习的蚯蚓粪种植智能灌溉系统，优化灌溉调度。
资源环境与气候变化
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Integrating Geospatial Information and Artificial Intelligence for Irrigation Planning in Kwali Area Council, Federal Capital Territory, Nigeria
结合地理空间与AI评估尼日利亚Wako灌区适宜性，划分灌溉分区。
Machine-Learning Surrogate Modeling of SOC and N2O Responses to Diversified Crop Rotations in the Texas High Plains
用机器学习代理模型预测多样化轮作对SOC和N2O的影响，识别气候智能管理区域。
International Journal of Computer Information Systems and Industrial Management Applications·8月30日 · 周日73 分 论文农业AI与大模型农业人工智能与决策模型阅读 2
Explainable Machine Learning for Simultaneous Prediction of Soil Texture and Gravimetric Water Content: A SHAP-Driven Multi-Model Framework
提出可解释机器学习框架，同时预测土壤质地和含水量，提升模型透明度和可信度。
Application and prospect of artificial intelligence in biochar for acidic soil amelioration
综述AI在生物炭改良酸性土壤中的应用，指出数据缺口并提出改进方向。
International Journal of Innovative Science and Research Technology (IJISRT)·8月29日 · 周六67 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 2
Artificial Intelligence for Climate-Smart Agriculture: A Review of Applications in Yield Prediction, Weather Forecasting, Irrigation Management and Pest and Disease Detection
综述AI在气候智慧农业中的应用，涵盖产量预测、天气预报、灌溉管理和病虫害检测。
Cognitive UAV-driven agro-surveillance framework for predicting crop stress–induced yield loss using spatio-temporal learning and adaptive irrigation control
提出认知无人机农业监测框架，用时空学习和强化学习预测作物胁迫并优化灌溉。
Enhancing water management with intelligent irrigation systems using edge computing, machine learning and IoT
提出结合IoT、机器学习和边缘计算的智能灌溉系统，优化用水并提高作物产量。
Artificial intelligence and digital sensing for multiscale soil structure: from observation to decision-making
综述AI与数字传感在土壤结构多尺度观测到决策中的应用。