UAV remote sensing for crop lodging monitoring: A comprehensive review
综述无人机遥感在作物倒伏监测中的技术流程、传感器与分析模型。
遥感与农情监测
卫星与无人机遥感、长势监测与产量估测
技术筛选
314 篇内容清除全部筛选
Laboratory Evaluation of Multispectral Grape Quality Grade Prediction with Compensation for Controlled Illumination Variation
在暗箱中评估多光谱葡萄品质分级预测，并比较三种光照补偿方法。
面向冬小麦水分含量的无人机遥感自动机器学习预测——MDPI Remote Sensing
用无人机多传感器遥感结合AutoML预测冬小麦水分含量。
Synergistic effects of spectral preprocessing and machine learning algorithms for nitrogen estimation in tomato using hyperspectral spectral data
用高光谱成像结合预处理与机器学习，对番茄叶片氮素水平进行分类。
Multi-Temporal Assessment of Bimodal Monsoon Flood Dynamics and Agricultural Exposure Using Integrated Sentinel-1 SAR and Sentinel-2 Optical Data in Punjab, Pakistan
基于GEE融合Sentinel-1/2监测2025年巴基斯坦旁遮普季风洪水双峰动态及农田暴露。
Generation of representative datasets of future Copernicus Sentinel Expansion Mission Data (hyperspectral, thermal and L-band) as basis for innovative agricultural products
生成CHIME高光谱、LSTM热红外和ROSE-L L波段模拟数据集，为未来Sentinel扩展任务
Bioremediation of mining waste and tailings in Sub-Saharan Africa: a PRISMA-2020 evidence synthesis from bench to field
系统综述撒哈拉以南非洲采矿废弃物生物修复证据，揭示实验室高效但田间效果衰减的鸿沟。
SAF-CropNet: Spatially adaptive fusion of SAR and optical imagery for semantic segmentation in operational cropland mapping across regions
提出SAF-CropNet，用空间自适应融合SAR与光学影像做跨区域耕地语义分割。
Remote Sensing-Based Assessment of Interannual Change of the Ecological Sustainability of Agricultural Landscapes in Northern Benin
基于遥感与景观生态可持续性指数评估贝宁北部农业景观2023-2024年际生态可持续性变化。
Monitoring & Evaluating of Urban Expansion and Its Impact on Land use Land Cover Change of Sargodha, Pakistan (2000-2025)
用遥感与GIS分析巴基斯坦萨戈达2000-2025年城市扩张及土地利用变化。
Evaluating Mesh Reconstruction Methods for Crop Phenotyping
评估7种网格重建流程在作物表型三维数字化中的保真度与一致性。
Bi-decadal drought assessment in Northwestern Algeria: Integrating meteorological and remote sensing indices
整合气象与遥感指数评估阿尔及利亚西北部2003–2023年干旱演变。
Flood Hazard Zone Mapping of Vashishti River Basin by Using Remote Sensing and GIS Techniques
用遥感与GIS结合AHP方法，对Vashishti河流域进行洪水灾害分区制图。
Estimating Small Farming Plots’ Key Crop Production at a Regional Level Utilizing Sentinel Imagery in Southern Europe
利用Sentinel影像估算南欧小农地块关键作物面积与产量，并与官方统计对比验证。
A systematic review of remote sensing applications for agricultural water management in a water-stressed South Africa
系统综述遥感在南非农业水资源管理中的应用进展与挑战。
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。
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。
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。