Optimizing canopy nitrogen retrieval in wheat from high-resolution UAV hyperspectral data using RTM-based Gaussian process regression
用PROSAIL-PRO与高斯过程回归从无人机高光谱数据反演小麦冠层氮含量。
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#遥感
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。
Diag-STFN：全球收获前作物产量预测的诊断时空多模态融合网络——覆盖38国玉米29国小麦（Ecological Informatics 2026）
提出诊断式时空多模态融合网络Diag-STFN，实现全球收获前玉米小麦产量预测。
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。
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。
Journal of Environmental Engineering and Landscape Management·9月21日 · 周一62 分 论文农业AI与大模型农业人工智能与决策模型阅读 2
Geospatial and machine learning techniques for spatiotemporal analyses of urban dynamics in the Coimbatore city, South India
基于Landsat影像与机器学习分析印度哥印拜陀市2001-2023年城市扩张及其环境效应。
Spatial prediction of soil organic carbon stocks in Sudanese clay soils using regression kriging
用回归克里金结合多源环境协变量预测苏丹青尼罗河粘土区土壤有机碳储量。
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。
Generating Annual 10 m Land Cover Maps for 37 Chinese Metropolises Using Google Satellite Embeddings
利用谷歌卫星嵌入生成中国37个大都市2017-2024年10米年度土地覆盖图。
Multi-features and Fuzzy with Residual Lenet for Cotton Classification Using Remote Sensing Image
提出多特征与模糊结合残差LeNet的遥感影像棉花分类方法。
A comparative analysis on maize yield prediction using sentinel 2A and Landsat 8 satellite image in Sundarganj, Gaibandha, Bangladesh
用Sentinel 2A与Landsat 8的NDVI回归模型预测孟加拉国玉米产量并比较精度。
International Journal of Applied Earth Observation and Geoinformation·9月21日 · 周一80 分 论文遥感与农情监测农业遥感与作物表型阅读 6
Relaxing the clear-sky assumption: Cloud-tolerant spatiotemporal fusion via mask-guided feature modulation and temporal-memory collaboration
提出CloudSTF框架，利用含云影像实现高保真时空融合，突破晴空假设。
Assessing the reliability of remote sensing-based evapotranspiration models for enhanced water management under center-pivot irrigation system in arid region. Case study: East Oweinat, Egypt
Assessing the reliability of remote sensing-based evapotranspiration models for enhanced water management under center-pivot irrigation system in arid region. Case study: East Oweinat, Egypt。Sustainable Water Resources Management
Spatial and Temporal Analysis of Rice Yield Using the DSSAT Model in the Kommamuru Canal Command Area, Guntur (Dist), Andhra Pradesh, India
用DSSAT-CERES水稻模型结合Sentinel-2遥感，分析印度Guntur灌区2022-20
Case Studies of Environmental Monitoring Based on the Integrated Use of Bioindicators and Remote Sensing
综述植物生物指示与遥感结合用于土壤污染初步筛查的七个案例，提出污染-植被-遥感逻辑。
Spatiotemporal Deep Learning for Rice Plant Height Estimation from Multi-Temporal UAV RGB Imagery
提出Rice-STNet时空深度学习框架，用多时相无人机RGB影像估算水稻株高。
Time Series Extrinsic Regression for Smart Agriculture: Field‐Level Crop Yield Prediction From Multisource Agricultural Time Series
将田块级作物产量预测建模为时间序列外回归，比较多源农业时间序列上的神经与非神经方法。
Optimization of Farmland Management Zoning in the Black Soil Region: A Climate Adaptability Assessment Considering Crop Growth Response and Topographic Characteristics（黑土区农田管理分区优化：考虑作物生长响应与地形特征的气候适应性评估）
评估黑土区多源遥感特征组合在干旱湿润场景下的农田管理分区气候适应性。
UAV photogrammetry and remote sensing for coastal biodiversity and habitat conservation
综述无人机摄影测量与遥感在海岸生物多样性和栖息地保护中的应用与局限。