Remote Sensing

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Period ending 2026-09-21

15 new papers

A weekly snapshot of new work published in Remote Sensing.

Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Remote Sensing.

Period ending 2026-09-07

8 new papers

A weekly snapshot of new work published in Remote Sensing.

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435 papers

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  1. HyperImageNet: A Large-Scale High-Spatial Resolution Hyperspectral Imagery Classification Benchmark

    Jul 23, 2026Chuguang Zeng, Jingtao Li, Yinhe Liu +1Hyperspectral Image ClassificationHyperspectral Imaging

  2. GeoThreat: Transferable Targeted Adversarial Attacks on Large Vision-Language Models for Remote Sensing Image Interpretation

    Jul 23, 2026Yimin Fu, Yuefeng Bai, Baicheng Pan +2Remote SensingLarge Vision Language Models

  3. Multimodal Large Language Models for Remote Sensing Image Understanding: Domain-Specific or General-Purpose?

    Jul 22, 2026Qiwei Ma, Chunping Qiu, Xinjun Cheng +5Remote SensingFine-Grained Perception

  4. RS-RIE-Bench: Benchmarking Reasoning-Guided Remote Sensing Image Editing

    Jul 22, 2026Zihan Qin, Boao Xu, Zhao Dong +4Remote SensingImage Editing

  5. Toward Seasonal Guidelines for Robust Deep-Learning Sentinel-2 Building Detection in Different Area Types

    Jul 22, 2026Michał Romaszewski, Kamil Drejer, Katarzyna Kołodziej +7Sentinel-2Building Information Modeling

  6. Global Building Area Estimation Products: How Accurate Are They?

    Jul 22, 2026Saad Lahrichi, Doa'a Allabadi, Kyle Bradbury +1Building Information ModelingRgb-Pointmap

  7. NGPS: GPS-Denied Aerial Geo-Localization and 2.5D Reconstruction via Deep Satellite Image Matching and Multi-Rate Sensor Fusion

    Jul 21, 2026Sanket SharmaDrone-View Geo-LocalizationCross-View Geo-Localization

  8. STS-NET: Spatio-Temporal Stress Network for Self-Supervised Crop Stress Detection using Satellite Image Time Series

    Jul 21, 2026Pradeep Dalal, Rajiv Ranjan, Sushil Ghildiyal +2Tomato DiseasesNormalized Difference Vegetation Index

  9. Early Yield Prediction for Sugar Beet Fields using Satellite Data -- Learnings from Specialized Vision Transformers

    Jul 20, 2026Philipp Vaeth, Bhumika Laxman Sadbhave, Denise Dejon +2Agricultural LandscapesSentinel-2

  10. SkyVLaM: Multimodal Large Language Model for UAV Video Understanding in Remote Sensing

    Jul 19, 2026Kaiwen Jing, Ruixu Jia, Bingyao Li +3Video Object SegmentationAerial Dataset

  11. C3DIR: A Deep Learning 3-Dimensional Cloud Property Retrieval Scheme for Passive Satellite Imagers

    Jul 18, 2026Charles H. White, Yoo-Jeong Noh, John M. Haynes +1Satellite ImageryAtmospheric Dynamics

  12. Spectral-Morphological Attention U-Net: An Efficient Network for Active Wildfire Detection

    Jul 17, 2026Yugong Zeng, Jonathan WuWildfire DetectionU-Net

  13. More with Less: a Large Scale Remote Sensing VLM with a Simple Recipe

    Jul 17, 2026Stefan Maria Ailuro, Mario Markov, Mohammad Mahdi +2Remote SensingLarge Vision Language Models

  14. GeoChrono: Benchmarking and Rethinking Long-Term Temporal Understanding in Remote Sensing

    Jul 17, 2026Yujie Li, Jiancheng Pan, Zhiwei Wei +3Remote SensingNormalized Difference Vegetation Index

  15. Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification

    Jul 16, 2026Alper Erten, Murilo Gustineli, Adrian CheungApple Tree Leaf Disease Segmentation DatasetNormalized Difference Vegetation Index

  16. The Cost and Network Limits of Space-Based AI Compute

    Jul 15, 2026Kees van BerkelArtificial Intelligence Data CentersSatellite

  17. RoughNet: Mapping Arctic Sea Ice Roughness Using Diffusion-Based Super-Resolution of Satellite Imagery

    Jul 15, 2026Tessa Cannon, Michel Tsamados, Petru Manescu +5Sea-Surface Temperature DataSatellite Imagery

  18. Weakly Supervised Spatio-Temporal Candidate Discovery of Dairy Farm Sites from Seasonal Satellite Imagery

    Jul 14, 2026Usman Haider, Fatima Khalid, Karl MasonSatellite Imagery

  19. Label-Decoupled Style Augmentation for Domain Generalization in Multi-Label Remote Sensing Scene Classification

    Jul 14, 2026Alaa Almouradi, Erchan AptoulaMultimodal Domain GeneralizationMulti-Label Classification

  20. TerraLogic: A Benchmark for Hierarchical Geospatial Reasoning in Earth Observation

    Jul 14, 2026Yuhang Yan, Linchao Mou, Bokang Yang +1GeospatialEarth Observation

  21. Robust Design of Integrated Sensing and Communication in LEO Satellite Systems

    Jul 14, 2026Hezhen Yang, Xiaoming Chen, Qi WangIntegrated Sensing And CommunicationSatellite

  22. HASTE: A Platform for Rapid Post-Disaster Building Damage Assessment

    Jul 13, 2026Caleb Robinson, Anthony Ortiz, Simone Fobi Nsutezo +8Post-Disaster Damage AssessmentSatellite Imagery

  23. Compound Interference Recognition for LR-FHSS Satellite IoT Uplinks via Multi-Domain Instance Fusion

    Jul 13, 2026H. Xu, B. He, S. Wang +1SatelliteUltra-Wideband

  24. Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing

    Jul 10, 2026Mohammad Dabaja, Turgay CelikFew-Shot SegmentationSegment Anything Model

  25. Enhancing the KidSat Model: Integrating Geographical Encoding and Data Quality Assessment for Childhood Poverty Prediction

    Jul 9, 2026Hou Hin Ip, Ka Nam Lam, Joshua Man Yu Ng +4Satellite ImageryImage Quality Assessment

  26. Context-Aware Slum Mapping in Sub-Saharan Africa Using Sentinel-1 Texture and Local Climate Zones

    Jul 8, 2026Peterson Chepkilot, Babak Memar, Paolo GambaSentinel-2Urban Environments

  27. CarbonCLIP: Enhance Carbon Prediction from Satellite Imagery via Integrated Street-View Semantics and Temporal Context Training

    Jul 8, 2026Zeru Yang, Fang-Ying Gong, Steve H. L. Yim +1Satellite DataSatellite Imagery

  28. Prior-matched evaluation of operational Earth-observation classifiers: a three-number reporting method demonstrated on Sentinel-1 internal-wave detection

    Jul 8, 2026João Pinelo, João Gonçalves, Arun Shukla +1Sentinel-2Observation

  29. MonoIR-RS: Infrared Remote Sensing Vision-Language Learning with CLIP and VLM Adaptation

    Jul 7, 2026Jiaju Han, Ma Yaqi, Yahui Chai +8InfraredRemote Sensing

  30. AirflowAttack: Thermal-Airflow Adversarial Perturbations against Infrared Remote-Sensing Vision-Language Models

    Jul 7, 2026Cong Su, Jiaju Han, Xuemeng Sun +5Adversarial ExamplesLarge Vision Language Models

  31. Probing Geospatial SSL Representations with Environmental Signals

    Jul 6, 2026Rohita Mocharla, Vishal M. PatelSpatial RepresentationSelf-Supervised Representations

  32. Fields of the Planet: Field Boundary Mapping Beyond 10m

    Jul 5, 2026Isaac Corley, Caleb Robinson, Jennifer Marcus +1Sentinel-2Delineation

  33. MambaRefine-CD: MambaVision with Region-Boundary Temporal Refinement

    Jul 5, 2026Dineth Perera, Thaariq Firdous, Oshadha Samarakoon +3Change DetectionSharp Boundary Delineation

  34. GlacierCastAI: Predicting Glacier Retreat from Multi-Modal Satellite Imagery and Climate Signals

    Jul 5, 2026Arunkumar RamachandranSea-Surface Temperature DataClimate

  35. A Large-Scale Dataset and a New Method for RemoteSensing Traffic Object Segmentation

    Jul 4, 2026Zhigang Yang, Huiguang Yao, Linmao Tian +2Remote Sensing Image Segmentation

  36. GeoSelect: Spatial-Program Execution for Training-Free Referring Remote Sensing Image Segmentation

    Jul 4, 2026Yuhang Jiang, Guohui Deng, Miaozhong Xu +3Remote Sensing Image SegmentationSpatial Question Answering

  37. GeoSAM-Lite: A Lightweight Foundation Model for Onboard Remote Sensing Segmentation

    Jul 4, 2026Yongcong Wang, Jie Zhang, Rui Jiang +3Remote Sensing Image SegmentationCloud-Aware Earth Observation Sequences

  38. IPDiff: Diffusion-driven ORSI Salient Object Detection with Information Reconstruction and Multi-Prior Guidance

    Jul 4, 2026Gongyang Li, Zhen Bai, Runmin Cong +3SaliencyDiffusion Refinement

  39. Moonstone: A Multimodal Foundation Model and Benchmark for Lunar Remote Sensing

    Jul 3, 2026Ayush Prasad, Swarnalee MazumderRemote SensingMultimodal Foundation Model

  40. LBTCap: A Lightweight Bilateral Transformer for Real-Time Remote Sensing Image Change Captioning

    Jul 3, 2026Licheng Zhang, Siew-Kei Lam, Naveed AkhtarRemote Sensing Image Change CaptioningRemote Sensing

  41. Signal from Space: Detecting Schools and Towers to Bridge the Digital Divide

    Jul 2, 2026Zakarya Elmimouni, Sandor Farkas, Fares Fourati +3Satellite ImageryObject Detection

  42. Aircraft Detection in Satellite Imagery using Deep Learning Object Detectors

    Jul 2, 2026Mujahir Hussain Abbasi, S. Beghin, A. T. R. Krishna Priya +3Object DetectionSatellite Imagery

  43. Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment

    Jul 2, 2026Ziyao Wang, Maonan Wang, Yucheng He +5Remote SensingRemoval

  44. GeoSearcher: Anchor-Guided Progressive Reasoning for Remote Sensing Visual Grounding with Process Supervision

    Jul 1, 2026Dianyu Wang, Peirong Zhang, Xuyang Li +2Remote SensingSequential Visual Localization

  45. Geometry-Aware Cross-Height Channel Knowledge Map Prediction for UAV-Assisted Communications With Uncertainty-Guided 3D Sensing

    Jul 1, 2026Zhihan Zeng, Amir Hussain, Yue Xiu +4High-Fidelity Radio Map ConstructionSatellite Data

  46. How Environment and Urbanization Shape Bird Diversity in Sri Lanka

    Jul 1, 2026Dilusha Chandrasiri, Maneesha Herath, Yasith Hewarathna +6Normalized Difference Vegetation IndexSri Lanka

  47. EO-VGGT: Orbital Ray-Conditioned 3D Foundation Models for Satellite Multi-View Reconstruction

    Jul 1, 2026Qiyan Luo, Yingdong Pi, Lekang Wen +4Feed-Forward 3D Reconstruction3D Foundation Models

  48. JL1-CC&QA: Extending the JL1-CD Benchmark with Change Captioning and Question Answering

    Jun 30, 2026Ziyuan Liu, Ruifei Zhu, Ouqiao Ma +1Remote SensingNormalized Difference Vegetation Index

  49. AeroVerse-SatAgent: UAV-Satellite Collaborative Spatial Reasoning Inspired by the Dual Visual Pathway Theory of Cognitive Neuroscience

    Jun 30, 2026Wenyi Zhang, Fanglong Yao, Youzhi Liu +5Multi-Uav SystemsAerial Vision-Language Navigation

  50. FROST: Training-Free Few-Shot Segmentation with Frozen Features and Nonparametric Statistics

    Jun 30, 2026Junghwan ParkFew-Shot SegmentationRemote Sensing

  51. TerraDiT-ΩΩ: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive

    Jun 30, 2026Brian Wei, Srikumar Sastry, Daniel Cher +2Satellite ImageryGeospatial

  52. A Role-Based Multi-Agent Model for Climate Adaptation Deliberation Across Living Labs

    Jun 29, 2026Önder Gürcan, David Eric John Herbert, F. LeRon Shultz +2Agent-Based ModelMulti-Agent Systems

  53. High-Resolution Flood Mapping With Sentinel-1 and Sentinel-2 via Misalignment-Robust Cross-Sensor Learning and Generative Despeckling

    Jun 29, 2026David Ma, Jeremy Feinstein, Shreya Pandit +2Flood DetectionSentinel-2

  54. SA-Homo: Scale Adaptive Homography Estimation for Scale Variation Scenarios

    Jun 29, 2026Shangxuan Xie, Haifeng Wu, Yuhang Wang +2Feature MatchingFeature Pyramid Networks

  55. Semantic-Driven Scale and Spatial Selection for Efficient Cross-Modal Alignment in Referring Remote Sensing Image Segmentation

    Jun 29, 2026Kun Li, Shengxi Gui, Francesco Nex +1Remote Sensing Image SegmentationCross-Modal Alignment

  56. Benchmarking Geospatial Foundation Models for Agriculture Applications

    Jun 29, 2026Zhuocheng Shang, Sanmay Das, Ahmed EldawyGeospatial Foundation ModelsSatellite Imagery

  57. Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet

    Jun 28, 2026Xiang Shi, Yifei Zhang, Peng HuSatelliteLow-Latency Systems

  58. Beyond Backscatter: AlphaEarth Land-Cover Priors for Rapid SAR Flood Segmentation Across Foundation Backbones

    Jun 28, 2026Sanjay Thasma, Yu-Hsuan Ho, Ali MostafaviFlood DetectionNormalized Difference Vegetation Index

  59. ExACT: Exemplar-Driven Calibrated Refinement for Training-Free Visual Grounding in Remote Sensing Images

    Jun 27, 2026Zixiao Zhang, Lingling Li, Pei He +2Remote SensingExplicit Visual Grounding

  60. SatSplat: Geometrically-Accurate Gaussian Splatting for Satellite Imagery

    Jun 26, 2026Shuang Song, Jiyong Kim, Rongjun QinGaussian SplattingSatellite Imagery