Explainable growth stage classification of cacao (Theobroma cacao L.) leaves and key feature visualization using vision transformer and transfer learning
用ViT和迁移学习对可可叶D、E期进行可解释分类，准确率达97%。
全部动态 · 论文 · 农业遥感与作物表型
9月23日 · 周三
5 条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。
Water stress detection from plant electrophysiology: A machine learning framework for irrigation management
利用番茄电生理信号与机器学习实现水分胁迫早期在线检测。
Vis/NIR spectroscopy coupled with wavelength-optimized Monte Carlo simulation for non-destructive SSC detection of apples of different sizes
结合可见/近红外光谱与波长优化蒙特卡洛模拟，实现不同大小苹果可溶性固形物无损检测。
Poplar-Studio: skeleton-guided reconstruction of editable 3D poplar seedling models from multi-view point clouds
提出Poplar-Studio框架，从多视角点云重建可编辑的杨树幼苗三维结构模型。
9月22日 · 周二
15 条Advances in Information Sensing and Intelligent Monitoring of Field Crops Throughout the Full Growth Cycle（大田作物全生育期信息感知与智能监测研究进展）
综述大田作物全生育期信息感知与智能监测，按生育阶段梳理技术并指出转化不足。
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。
CropRowSeg: A Lightweight Model for Seedling Crop Row Image Segmentation Combining Multi-scale CNN and Transformer（融合多尺度 CNN 与 Transformer 的苗期作物行图像轻量化分割模型）
提出轻量级作物行分割模型CropRowSeg，并设计中心线引导的条带标注方法。
Multi-index analysis reveals complexity of tundra greening and shrubification on Yamal Peninsula
用四种植被指数分析亚马尔半岛苔原绿化，揭示灌木扩张与光谱绿化的复杂关系。
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。
Evaluating vegetation indices for monitoring drought and post-drought declines in European forest productivity
评估12种MODIS植被指数监测欧洲森林干旱及灾后生产力下降的能力。
Analysis of Habitat Quality Changes and Their Driving Factors in Rock Desertification Control Areas of Guizhou Province
基于多源遥感与InVEST模型，分析贵州石漠化治理区生境质量时空演变及驱动因素。
Drought and Productivity Trends in Freshwater Flooded Forest Swamps in the North American Coastal Plain
用MODIS遥感追踪北美沿海平原500个沼泽林2000-2024年生产力与干旱关系。
Carbon in the Canopy: An Aboveground Carbon Stock Assessment Using Remote Sensing and Forest Inventory Data of Reforested Sites in The City of Koronadal
结合森林清查与遥感评估Koronadal市再造林地地上碳储量。
A Computer Vision Survey of the Northern San Juan
用迭代图像分类模型识别祖先普韦布洛居住遗址，半自动调查超1.6万平方公里区域。
Research on the Inversion Method of Total Phosphorus Concentration in Water Bodies Based on PSO-Adam-BP Neural Network Model
用PSO-Adam-BP神经网络结合Sentinel-2影像反演白洋淀总磷浓度。
Mapping and monitoring land usage changes of gum Arabic belt in armed conflict-disturbed areas to support sustainable management of the belt
结合遥感与实地调查，评估苏丹武装冲突干扰下阿拉伯胶带土地覆被变化及胶产量。
Temporal Distribution of Drought Indices Using Remote Sensing in the Desertification Nuclei of Brazil
基于MODIS遥感指数分析巴西四个荒漠化核心区2001-2024年干旱时空变化。
Evolution of soil erosion and sediment delivery modelling over six decades: paradigms, limitations and new solutions
分析1075篇文献，梳理六十年土壤侵蚀与泥沙输移模型从集总到分布式的演变。
APPLICATION OF SENTINEL-2 DATA TO ASSESS SEASONAL VEGETATION DYNAMICS IN THE IALPUG RIVER BASIN, SOUTHERN PART OF THE REPUBLIC OF MOLDOVA
用Sentinel-2影像分析摩尔多瓦Ialpug河流域2025年3-10月植被季节动态。