AI-enabled UAV-based Soil Organic Carbon Mapping in Arid Environments: A Pilot Study Protocol
提出一套无人机高光谱结合AI的干旱区土壤有机碳制图标准化试点方案。
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
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Forecasting cocoa export volumes in Indonesia using remote sensing, climate variability, and economic indicators: A comparative modeling approach
融合遥感、气候与经济指标，比较多种模型预测印尼可可出口量，XGBoost表现最佳。
Assessing spatial suitability and climate resilience of agroforestry systems in the Indian Himalaya of Uttarakhand using remote sensing and artificial neural networks
结合遥感、GIS与人工神经网络评估印度喜马拉雅地区农林复合系统的空间适宜性与气候韧性。
SPATIO-TEMPORAL DYNAMICS OF LAND USE AND LAND COVER IN A GRANITE QUARRYING AREA IN MANÉAH, GUINEA: A REMOTE SENSING AND GIS-BASED ANALYSIS FROM 1980 TO 2024
基于遥感与GIS分析几内亚Manéah采石区1980-2024年土地利用与覆盖的时空变化。
Deep learning-driven multisource remote sensing image fusion: Advances, challenges, and future directions
综述深度学习多源遥感图像融合方法、挑战与未来方向。
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。
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。