Monitoring Carbon Hotspots in Patchy Landscapes from Sparse Lidar and Dense Satellite Time Series
融合稀疏激光雷达与密集卫星时序，绘制半干旱河岸带地上生物量年度图。
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#生态监测
Predicting Wetland Nitrogen Levels Through Microbial Signatures: A Taxonomy-Based Approach Validated by Machine Learning
利用湿地微生物群落特征结合机器学习预测土壤总氮水平。
Fixed-ground multisensor monitoring resolves longitudinal vegetation condition and fuel-state structure in Southern California chaparral and oak scenes
固定地面多传感器长期监测南加州灌丛与橡树林，揭示植被与可燃物状态变化。
IIARD INTERNATIONAL JOURNAL OF GEOGRAPHY AND ENVIRONMENTAL MANAGEMENT·9月25日 · 周五63 分 论文遥感与农情监测智慧农业 / 农业物联网阅读 8
Multi-Target Remote Sensing Segmentation with Cross-Scale Attention for Urban-Ecological Intelligence
评估UNet、SegNet和TransU-Net在多目标遥感语义分割中的性能，用于城市与生态监测。
OCO‐3 Meets ECOSTRESS: Insights Into Ecosystem Diurnal Water‐Use Efficiency From Co‐Located Solar‐Induced Fluorescence and Thermal Observations
融合OCO-3与ECOSTRESS观测评估生态系统日间水分利用效率动态。
Artificial Intelligence-Enabled Mangrove Ecosystem Monitoring Using Remote Sensing and Environmental Data
融合遥感影像与环境数据，用深度学习构建红树林生态系统健康监测框架。
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。
The PSInet Plant Water Potential Database: advancing new perspectives on plant water status, traits, and hydraulic processes
构建全球植物水势时间序列数据库PSInet，整合285个数据集523个物种。
Forest encroachment prediction using multi-temporal satellite data and machine learning: a case study of Bandipur National Park, India
用多时相Sentinel-2影像和机器学习预测印度Bandipur国家公园的森林侵占。
Assessment of water use efficiency in arid ecosystems of the coastal land of Egypt using MODIS dataset
利用MODIS数据评估埃及沿海干旱生态系统水分利用效率的时空格局及土地利用影响。
CAFF-Net for coupled eco-health prediction of urban green space and water body with multi-source remote sensing
提出CAFF-Net，用多源遥感数据耦合预测城市绿地和水体生态健康。
Remote sensing for monitoring and managing Eichhornia crassipes: a review of methods, applications, and decision-support frameworks
综述遥感监测水葫芦的方法、应用及决策支持框架，涵盖2004-2025年56项研究。