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应急管理部部署卫星遥感加强吉隆泥石流灾害监测
IT之家 8 月 30 日消息，据央视新闻 8 月 29 日报道，卫星遥感具有全天候、全天时、高动态等观测优势。根据西藏日喀则市吉隆县泥石流灾害救援需要，应急管理部部署国家减灾中心启动卫星应急数据获取机制， 综合利用应急减灾、资源、高分等系列卫星数据资源 ，对灾害过程开展监测。 利用应急减灾二号卫星…
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Leveraging Remote Traffic Data for Local Air Pollutant Estimation: A Scenario-Based Machine Learning Study Across London Monitoring Sites
用远程交通数据估算伦敦本地空气污染物，多场景机器学习对比，城市监测缺口下的实用解法。
arXiv:2608.23219v1 Announce Type: new Abstract: Vehicular traffic is a major source of air pollution; however, the contribution of remotely acquired t…
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Remote-Sensing City Layout Extraction with MLLM
用多模态大模型把遥感影像直接变成可执行的程序化城市布局，打通识别到重建的闭环。
arXiv:2608.16484v1 Announce Type: new Abstract: Remote-sensing systems usually describe urban content with detection boxes, semantic masks, or vector …
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LiDAR-based 3D Change Detection at City Scale
城市级LiDAR点云变化检测新方案，助力高精度三维城市动态监测
arXiv:2510.21112v3 Announce Type: replace-cross Abstract: High-definition 3D city maps enable city planning and change detection, which is essential f…
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我国成功发射东方慧眼高光谱 01、02 星，搭载“绿水青山大模型”
天地一体智能遥感星座再突破，轻量卫星搭载大模型，实时看地球。
IT之家 8 月 5 日消息，据央视新闻报道，北京时间 2026 年 8 月 5 日 10 时 38 分，我国太原卫星发射中心在山东海阳附近海域使用捷龙三号运载火箭， 成功将东方慧眼高光谱 01、02 星发射升空 ，卫星顺利进入预定轨道，发射任务取得圆满成功。 IT之家注意到，此次任务是捷龙三号运载…
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最前线｜武汉建成全国首个超大城市全域低空遥感监测网络，146座无人机机场构建“城市智眼”
文｜张子怡 编辑｜袁斯来 低空经济正从飞行器制造走向城市治理。 7月29日，武汉市测绘研究院联合大疆行业应用发布“城市智眼”低空无人机遥感监测体系建设成果。目前，武汉已建成146座无人值守机场，基本实现除禁飞区外全市5分钟无人机响应，成为全国首个实现超大城市全域覆盖的低空无人机遥感监测网络。 据了解…
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SARATR-X-v2: Scale-Aware Structural Pre-Training for SAR Foundation Models
SAR基础模型新突破，尺度感知结构预训练，提升目标识别与多尺度泛化能力。
arXiv:2607.23238v1 Announce Type: new Abstract: Masked image modeling has become a dominant paradigm for SAR pre-training, yet the design of the recon…
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RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent
遥感遇上智能体，大模型自动完成复杂遥感任务，效率飞跃新范式。
arXiv:2406.07089v4 Announce Type: replace Abstract: Recent advances in Multimodal Large Language Models (MLLMs) have shown promise for remote sensing …
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EcoVision: AI-Powered Drone Imaging for Salt Marsh Vegetation Monitoring and Dominance Mapping
AI无人机遥感技术精准监测盐沼植被分布与优势物种，为生态保护提供新方案。
arXiv:2607.06105v1 Announce Type: cross Abstract: High-resolution RGB imagery acquired from low-altitude UAV surveys was processed through a modular p…
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Signal from Space: Detecting Schools and Towers to Bridge the Digital Divide
用卫星信号检测学校和通信塔，AI遥感技术助力补齐数字鸿沟的拼图，工程价值与社会意义兼备。
arXiv:2607.02724v1 Announce Type: cross Abstract: Reliable internet access is essential for modern education, yet millions of school-aged children esp…
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Fields of the Planet: Field Boundary Mapping Beyond 10m
突破10米分辨率限制，用深度学习绘制全球农田边界，精准农业与气候变化研究必备参考。
arXiv:2607.04449v1 Announce Type: cross Abstract: Field-boundary maps support crop monitoring, irrigation planning, and yield estimation, but many sma…
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Uncertainty-aware tree height change regression
用不确定性量化提升树高变化回归精度，森林遥感监测的新视角。
arXiv:2607.00638v1 Announce Type: new Abstract: Monitoring canopy height change is essential for understanding carbon sinks and forest dynamics. Remot…
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Benchmarking Geospatial Foundation Models for Agriculture Applications
为农业遥感领域的基础模型建立统一评测基准，帮助找准各家模型在真实农情任务上的真实水平与短板。
arXiv:2606.29664v1 Announce Type: cross Abstract: Geospatial foundation models pretrained on satellite imagery promise broad generalization across rem…
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ExACT: Exemplar-Driven Calibrated Refinement for Training-Free Visual Grounding in Remote Sensing Images
免训练也能精准定位遥感目标？ExACT用样例驱动校准机制，让视觉定位无需训练即可高效运行！
arXiv:2606.28920v1 Announce Type: new Abstract: Remote sensing visual grounding (RSVG) aims to locate specific objects in high-resolution RS imagery u…
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RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning
遥感图像变化描述迎来多模态大模型，ECCV 2026论文详解RSICCLLM方案
arXiv:2606.28266v1 Announce Type: new Abstract: Remote Sensing Image Change Captioning (RSICC) aims to describe changes between bi-temporal remote sen…
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Beyond Templates: Revisiting Zero-Shot Remote Sensing through Meta-Prompting
用元提示替代模板，零样本遥感识别迎来新突破，值得AI研究者关注。
arXiv:2606.20702v1 Announce Type: cross Abstract: Vision-language models (VLMs) have sparked growing interest in zero-shot Earth Observation (EO) down…
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Evaluating and Enhancing Negation Comprehension in Remote Sensing MLLMs
远程感知MLLM在否定句理解上存在显著短板，新研究首次系统评估并提出增强策略，精准提升多模态模型语义层次。
arXiv:2606.20177v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) have demonstrated remarkable success in various Remote Sens…
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HLS-GPT: A Generative Pretrained Transformer (GPT) for Continental-Scale NASA Harmonized Landsat and Sentinel-2 (HLS) Reflectance Reconstruction Across All Bands on Arbitrary Dates
用GPT模型实现NASA卫星数据全波段反射率重建，覆盖任意日期与大陆尺度，遥感与AI的硬核交叉。
arXiv:2606.18115v1 Announce Type: new Abstract: Recent deep learning methods for Landsat and Sentinel-2 reflectance time series reconstruction remain …
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Clay-CNN Hybrids: Leveraging Geo-Foundational Models as Auxiliary Context for Landslide Detection
地理基础模型与CNN混合架构，为滑坡检测提供全新辅助上下文，精度提升显著。
arXiv:2606.14081v1 Announce Type: cross Abstract: Rapid post-event landslide mapping is essential for disaster response but remains difficult to autom…
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Multi-Angular Reflectance Anisotropy Observed from UAV Multispectral Imagery
无人机多光谱遥感揭示地表反射各向异性，为BRDF建模和环境监测提供高精度数据支持。
arXiv:2606.10350v1 Announce Type: new Abstract: UAV multispectral imagery naturally contains multi-angular observations due to low flight altitude and…