A comprehensive survey on machine vision applications in precision agriculture: current trends and future perspectives
综述机器视觉在精准农业中的应用现状与未来趋势。
全部动态 · 论文 · 农业人工智能与决策模型
9月18日 · 周五
4 条Food-supply resilience under policy, market, and biosecurity shocks: a diagnostic of import vulnerability, supplier substitution, and short-run callable capacity in RCEP agri-food networks
基于RCEP农食贸易网络，诊断进口脆弱性、供应商替代与短期可调用产能。
Modeling cascading drought effects in a national food supply network using minimum cost flow
构建瑞典全国食品供应网络最小成本流模型，模拟干旱下农业损失沿供应链级联传播。
A tomato maturity detection method against occlusion and variable illumination
提出一种抗遮挡和光照变化的番茄成熟度检测方法。
9月17日 · 周四
7 条Predictors of economic performance of sheep meat farms
分析西班牙绵羊场结构、技术与经济变量，找出预测经济绩效的关键指标。
Efficient Monocular Depth Estimation on Embedded Systems with Neural Cellular Automata
提出基于神经细胞自动机的轻量单目深度估计模型，在嵌入式系统上实现实时推理。
Machine Learning-Based Decision Support System for Greenhouse Crop Management Under Mite Infestation Conditions
为斯里兰卡温室农户开发基于机器学习的决策支持系统，预测螨害并优化作物管理。
Forest encroachment prediction using multi-temporal satellite data and machine learning: a case study of Bandipur National Park, India
用多时相Sentinel-2影像和机器学习预测印度Bandipur国家公园的森林侵占。
AquaCrop modelling with frost risk in Southern Africa for bambara groundnut suitability and optimal planting dates
用AquaCrop结合霜冻算法评估南部非洲班巴拉花生适宜性与最佳播期。
Mastitis detection in dairy cows with varying postures using infrared thermography based on YOLOv8n-improved and random forest models
用改进YOLOv8n与随机森林，通过红外热成像实现奶牛不同姿态下的乳腺炎自动检测。
Multi-agent cooperative control for unmanned distributed-drive electric agricultural vehicle in paddy fields: tracking, stability, and energy-aware torque allocation
提出多智能体协同控制框架，实现水田分布式驱动电动农机路径跟踪、稳定性与能耗统一优化。
9月16日 · 周三
9 条AgroVisNet: A lightweight Convolutional Network and the BD-PlantDX Expert-Validated Benchmark for Radish, Potato and Pointed Gourd Disease Classification
提出轻量卷积网络AgroVisNet及专家验证的萝卜、马铃薯和尖瓜病害图像基准BD-PlantDX。
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。
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。
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。
Bulletin of the National Research Centre/Bulletin of the National Research Center·9月14日 · 周一77 分 论文农业AI与大模型农业人工智能与决策模型阅读 2
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。
International Journal of Computer Science and Artificial Intelligence·9月14日 · 周一0 分 论文农业AI与大模型农业人工智能与决策模型阅读 3
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。
LitchiInst: Instance segmentation of the main fruit-bearing branch via fruit-branch association for robotic litchi harvesting
提出LitchiInst实例分割框架，通过果实-枝条关联实现荔枝主结果枝实时分割与采摘点定位。
A continually evolving knowledge-guided deep learning framework for daily maize yield formation
提出知识引导的深度学习框架AgroEvoDeep-Yield，实现玉米逐日产量形成的可解释模拟与持续
CBAM-LeafGAN: A selective attention-guided StyleGAN framework for mango leaf disease image synthesis and explainable recognition
提出CBAM-LeafGAN，用选择性注意力增强StyleGAN3合成芒果叶病图像并提升识别可解释性