ADA 2025：甜菜水分亏缺胁迫检测多模态数据集
发布超500GB甜菜水分亏缺多模态公开数据集，含热红外、高光谱、彩色与深度影像及两类真值。
全部动态 · 论文 · 农业遥感与作物表型
10月23日 · 周五
6 条MultiAltitudeSR：基于物理地面采样距离条件化的多航高农业无人机图像超分辨率
提出按源与目标地面采样距离条件化的超分框架，实现多航高农业无人机图像免微调放大。
Structural Reorganization of Water Use Efficiency Drivers in the Hanjiang River Basin Under the South-to-North Water Diversion: Spatiotemporal Deep Learning and Pixel-Level Attribution
用ConvGRU与积分梯度量化南水北调后汉江流域WUE驱动因子的像素级重组。
Object Detection in Computer Vision: A Comprehensive Review of Algorithms, Datasets, and Evaluation Techniques
系统综述目标检测三十年演进，从传统方法到深度学习、Transformer与大模型。
Spatio-temporal monitoring of agricultural drought in China based on downscaled soil moisture data
构建降尺度土壤水分数据集并监测2003-2023年中国农业干旱时空演变。
Trends in soil organic carbon prediction research using geospatial technologies and artificial intelligence: an exploratory bibliometric analysis (2005-2025)
用文献计量分析2005-2025年地理空间技术与AI预测土壤有机碳的研究趋势。
10月22日 · 周四
14 条Assessing Land Use and Land Cover Change in the Jamanxim River Region (Brazilian Amazon) from 2015 to 2025 Using CBERS-4/PAN Imagery
用CBERS-4/PAN影像分析亚马逊Jamanxim河流域2015-2025年土地利用变化。
Land cover change and soil salinization in Mozambique: A counterfactual analysis over two decades (2001−2022)
量化莫桑比克2001-2022年土地覆盖变化对土壤盐渍化的贡献。
Wetland vegetation dynamics and its linkage with climatic, hydrological, and land-use/ land cover changes in the Foket floodplain of the Fetam River Watershed, Northwestern Ethiopia
分析埃塞俄比亚Foket洪泛湿地植被动态及其气候、水文与土地利用驱动因素。
Aggregation of results of automatic classification of remote sensing data of natural objects
提出聚合多维光谱遥感自动分类结果的方法，合并相似类别为宏类。
Improving alfalfa nitrogen estimation with canopy structural priors from DSSAT–PROSAIL and UAV hyperspectral data
构建MALENet融合DSSAT-PROSAIL结构先验与无人机高光谱，提升苜蓿氮浓度估算精度。
Potential erosion risk assessment of Kanak stream basin (Sivas, Sarkisla) with the ICONA model
用ICONA模型评估土耳其Kanak流域潜在侵蚀风险并列出防治措施。
Temporal Multi-Scale Spatio-Temporal Network (TMST): Polarization–Temporal Feature Selection and Multi-Scale Spatiotemporal Fusion for Crop Mapping
提出TMST网络，融合SAR与多光谱时序数据实现作物制图。
Evaluation of Counterfactual Explanation Robustness for Computer Vision Agriculture Yield-Forecast Models Under Satellite Cloud-Mask Gaps: An Interpretability Reliability Bound for Cooperative Storage Decisions
推导卫星云掩膜缺口下反事实解释可靠性的理论界，并评估其对合作社储粮决策的影响。
A four-decadal (1981–2024) quality-assured ground-based soybean phenology dataset from Northeast China: a FAIR-compliant resource for climate impact and agricultural adaptation studies
发布东北大豆1981–2024年44年地面物候数据集，含8个物候期与6个间隔期。
AeroReformer2: Spoken-query referring segmentation for aerial images
提出AeroReformer2模型，实现基于语音查询的航空图像指代分割。
Capturing Spatial Heterogeneity Using UAV-Derived Multispectral Phenotypes and Random Regression Models Improves Genetic Evaluation in Alfalfa Breeding Trials
用无人机多光谱时序表型和随机回归模型校正田间空间异质性，提升苜蓿育种遗传评估精度。
Zenodo (CERN European Organization for Nuclear Research)·10月21日 · 周三71 分 论文设施园艺与植物工厂农业遥感与作物表型2 个信源同时报道 阅读 0
Accelerated Precision Cultivation of Coffea arabica in a Vertical Hybrid Greenhouse Unit Integrated with Non-Thermal Dielectric Barrier Discharge Plasma Seed Priming
提出并优化等离子体种子预处理+四阶段垂直混合温室单元，加速咖啡室内栽培。
A Unified Survival-Based Energy Framework Linking Plant Color, Stress, and Productivity
提出基于生存的能量框架，用能量存活因子解释植物颜色生成与稳定性。
Year-round modeling of soil water-heat-salt transport and crop growth under film-mulched drip irrigation with freeze-thaw cycles
构建全年耦合模型CAWM-S，模拟覆膜滴灌棉田水热盐运移与作物生长。