Automated Machine Learning-Driven UAV Remote Sensing for Accurate Winter Wheat Water Content Prediction
用无人机多光谱、RGB和热红外遥感结合AutoML预测冬小麦含水量。
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Soil Salinity Mapping from UAV-Borne Hyperspectral Imagery with Soil Moisture Correction
用无人机高光谱结合水分校正与Stacking集成模型反演土壤盐分。
Research on an automated mapping method for rice aboveground biomass based on low-altitude remote sensing
基于无人机RGB与多光谱影像，结合株高与Stacking集成算法，实现水稻地上生物量高精度自动制图。
Annual Gridded Anthropogenic CH4 Emissions Estimation in China (2019–2025) Integrating Multisource Data: SHAP-Based Driver Attribution and Spatio-Temporal Patterns
融合多源数据与机器学习构建中国2019-2025年0.1°人为甲烷排放网格，并用SHAP解析驱动机制
Red-Edge Information in Agricultural Remote Sensing: From Spectral Theory to Explainable Machine Learning
综述红边遥感在农业中的物理基础、条件依赖性与可解释机器学习中的新角色。
Application of Remote Sensing and Machine Learning in Sustainable Agriculture
综述遥感与机器学习在可持续农业中的应用现状与前景。
Proceedings of the International Association of Hydrological Sciences·9月16日 · 周三68 分 论文遥感与农情监测农业遥感与作物表型阅读 1
A remote sensing–based approach to the regionalization of socioeconomic indicators in an agricultural headwater catchment in Northern Benin
结合遥感与采样方法，将地块级社会经济指标区域化到贝宁北部农业流域。
Retrieval of Optically Active and Inactive Water Quality Parameters Using Remote Sensing and Machine Learning: Evidence from Water Hyacinth-Infested Lake Tana, Ethiopia
用Sentinel-2与机器学习反演埃塞俄比亚塔纳湖四类水质参数并分析时空变化。
DeepPhenoTree-Apple Edition: a multi-site apple phenology RGB annotated dataset with deep learning baseline models
发布多站点多品种苹果物候RGB图像数据集，并给出深度学习基线检测模型。
International Journal of Innovative Science and Research Technology (IJISRT)·9月14日 · 周一52 分 论文物联网传感与边缘计算智慧农业 / 农业物联网阅读 5
Design and Implementation of a Low-Cost GNSSBased Precision Agricultural Monitoring System with Real-Time IoT Visualization
设计并实现了一套低成本GNSS精准农业监测系统，集成ESP32与物联网实时可视化。
Artificial intelligence and food insecurity: opportunities, risks, and equity pathways for the Global South
系统综述64项研究，分析AI在全球南方粮食安全中的机遇、风险与公平路径。
INTERNATIONAL JOURNAL OF HUMANITIES AND LEARNING TECHNOLOGY INNOVATION (IJHLT)·9月15日 · 周二72 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 2
ARTIFICIAL INTELLIGENCE IN HIGHER EDUCATION: TRANSFORMING TEACHING, LEARNING, AND STUDENT ENGAGEMENT
提出融合物联网传感与随机森林的智能灌溉系统，实现数据驱动的自动灌溉控制。
International Journal of Electrical and Electronics Engineering·9月14日 · 周一77 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 2
Automated Cocoa Bean Classification and Defect Detection Based on ASEAN Standard Using Image Processing and Feature-Based Analysis
基于图像处理与特征分析，按东盟标准自动分类可可豆并检测缺陷。
An Embedded Multi-Sensor IoT Platform for Agricultural Monitoring Using Meshtastic-Based LoRa Communication and Cloud Microservices
提出基于Meshtastic LoRa网状网络与云微服务的低成本农业多传感器监测平台。
IoT-RiceMobileNet: An improved lightweight MobileNetV2 Model for real-time multi-class rice disease detection using IoT
提出轻量级IoT-RiceMobileNet模型，实现水稻病害实时多类检测。
RCHUB JOURNAL OF COMPUTATIONAL INTELLIGENCE SCIENCE AND ENGINEERING (JCISE)·9月15日 · 周二74 分 论文水资源与灌溉智慧农业 / 农业物联网阅读 3
IOT AND WEATHER DATA-DRIVEN SMART IRRIGATION FOR WATER-EFFICIENT CROP PRODUCTION
提出物联网与天气数据驱动的智能灌溉系统，按实时土壤与气象条件自动决策灌溉。
Zenodo (CERN European Organization for Nuclear Research)·9月15日 · 周二59 分 论文智慧农业总论智慧农业 / 农业物联网2 个信源同时报道 阅读 1
Digital Competence as a Predictor of Smart Agricultural Technology Utilization among Agricultural Education Lecturers in Colleges of Education in South-South Nigeria
研究尼日利亚农业教育讲师数字能力对智慧农业技术使用的影响。
Artificial Intelligence for Environmental Resilience and Sustainable Innovation
系统综述AI在环境韧性与可持续创新中的应用、趋势与挑战。
Multi-omics and artificial intelligence for climate-resilient and nutrient-enriched food crops: advances, applications and future perspectives
综述AI赋能多组学、基因编辑与精准农业，培育气候韧性与营养强化作物。
A deep learning-enhanced vision system for precision target spraying in chinese cabbage cultivation
A deep learning-enhanced vision system for precision target spraying in chinese cabbage cultivation。Precision Agriculture