Integrated Assessment of Soil Erosion Drivers Using RUSLE, Remote Sensing, and Scenario-Based Machine Learning in a Data-Scarce Watershed of the Chota Nagpur Plateau, Eastern India
结合RUSLE、遥感与情景机器学习，评估印度Chota Nagpur高原缺数据流域的土壤侵蚀驱动因素
全部动态 · 论文 · 农业遥感与作物表型
9月25日 · 周五
7 条Satellite-Based Delineation of the Urban–Rural Interface Using Landscape Heterogeneity Metrics: Evidence from Three Argentine Cities
提出基于遥感与景观异质性指标划定城乡结合部的方法，并在三座阿根廷城市验证。
Spatiotemporal Patterns and Associations of Ecological Quality and Carbon Storage Across Three Major Agricultural Provinces in Central China
评估中部三大农业省生态质量、植被生产力与碳储量的时空格局及空间关联。
Quantum Machine Learning for Hyperspectral Soil Nutrient Estimation in Precision Agriculture: A Review and Roadmap
综述量子机器学习用于高光谱土壤养分估算，指出其尚处早期并给出研究路线图。
Zenodo (CERN European Organization for Nuclear Research)·9月23日 · 周三精选87 分 论文遥感与农情监测农业遥感与作物表型2 个信源同时报道 阅读 5
Agroforestry Policies in 16 European Countries: Current Limitations and a Blueprint for the Future. DigitAF Project - Deliverable 1.6.
分析14个欧盟成员国农林业政策局限，提出2028-2040年改革蓝图。
Nonlinear threshold effects of waterlogging stress on crop productivity across China: A remote sensing-based macro-assessment
Nonlinear threshold effects of waterlogging stress on crop productivity across China: A remote sensing-based macro-assessment。Agricultural Systems
Yield ranking of spring wheat breeding lines absent from model training within two contrasting seasons in northern Kazakhstan
评估春小麦育种品系产量模型在未参与训练品系上的跨季预测能力。
9月24日 · 周四
6 条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。
Zenodo (CERN European Organization for Nuclear Research)·9月22日 · 周二66 分 论文GIS与空间分析农业遥感与作物表型2 个信源同时报道 阅读 4
ASSESSMENT OF SOIL SALINIZATION IN IRRIGATED LANDS BASED ON REMOTE SENSING AND GIS TECHNOLOGIES
综述遥感与GIS评估乌兹别克斯坦及中亚灌溉土壤盐渍化的方法。
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。
Downscaling of SMAP Soil Moisture Based on the Transformer Algorithm in Anhui Province
基于Transformer及变体融合多源卫星与地下水数据，将SMAP土壤湿度降尺度至1km日尺度。
Grape yield estimation using on-the-fly MIMO millimeter-wave radar at operational field speed: A variety-dependent proof of concept
用双77GHz MIMO雷达在1m/s车速下重建葡萄藤行并估算产量，验证品种依赖性。
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。
9月23日 · 周三
7 条农机化研究2026(11)：基于多源感知与语义分割的果树行识别与路径跟踪控制——郑州工业应用技术学院许洋洋等 DeepLabv3+ F1达0.94
提出融合无人机多光谱与语义分割的果树行识别与路径跟踪方法，实现植保机自主导航。
Geospatial Artificial Intelligence in Precision Agriculture: A Systematic Review（精准农业中的地理空间人工智能：系统综述）
系统综述2019-2026年地理空间AI在精准农业的应用、多模态数据集成与决策支持。
Comparing Irrigation Identification Methods in Colorado: Limitations of Downscaled SMAP Soil Moisture
比较五种灌溉识别方法，发现降尺度SMAP土壤湿度在科罗拉多田间尺度无法准确识别灌溉。
Influence of Drought Events on Vegetation and Land Use Dynamics Utilising Orbital Data: A Case Study in the Pajeú River Basin, Pernambuco
利用遥感指数分析巴西Pajeú河流域2002-2022年干旱对植被与土地利用的影响。
Identification of granitic pegmatites based on GF-5 hyperspectral data and LSTM-Transformer model
提出数据增强驱动的LSTM-Transformer框架，用GF-5高光谱数据识别花岗伟晶岩。
Spatio-temporal analysis of Land Use and Land Cover (LULC) change using high resolution satellite data: A case study of Nagaon, Assam
利用高分辨率卫星影像分析印度阿萨姆邦纳冈地区2015-2024年土地利用/覆盖变化。
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。