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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431 papers

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  1. Tropical Cyclone Forecasting via Latent Rectified Flow using Satellite Imagery and Atmospheric Fields

    Aug 8, 2026Meheru Zannat, Sk. Md. Masudul AhsanNumerical Weather PredictionPrecipitation

  2. Spatial Heterogeneity-Aware Multi-Hazard Susceptibility and Risk Mapping at Regional Scale

    Aug 8, 2026Aswathi Mundayatt, Siddharth Anil, Hitanshu Seth +1LandslidesNormalized Difference Vegetation Index

  3. AdaDINO: Pair-Aware In-Backbone Adaptation of Frozen DINO for Efficient Remote Sensing Change Detection

    Aug 8, 2026Xu Zhang, Xinqing Li, Jianpeng Xie +3Change DetectionDinov3

  4. HeatCast: A Benchmark for Neighborhood-Scale LST Forecasting across 124 U.S. Cities

    Aug 7, 2026Jesus Guerrero, Isaac Corley, Leon Najafirad +2Remote Sensing

  5. PHOENIX: Fine-Tuned SLM-Powered Autonomous Satellite Lifetime Extension via Predictive Self-Healing and Multi-Agent AI Recovery

    Aug 7, 2026Sumaiya Islam, Harsha Kumara MoraliyageSatelliteHeterogeneous Edge Devices

  6. DARAD: Dual Adapters and Ranking-Aware Distillation for Continual Remote Sensing Image-Text Retrieval

    Aug 6, 2026Xi Chen, Xu Chen, Xiangyang Jia +3Remote SensingCross-Modal Distillation

  7. Shape-Aware Oriented Bounding Box (OBB) to Horizontal Bounding Box (HBB) Conversion

    Aug 6, 2026Badha Rathna Sabhapathy, Gotam Dahiya, Vishesh VatsalBounding BoxObject Detection

  8. Nonvisual Classification of Ground-Condition by Artificial Proprioception in an Amoeba-Inspired Autonomous Walking Robot

    Aug 6, 2026Hyoto Yamaguchi, Zenji Yatabe, Seiya KasaiProprioceptionRobot Systems

  9. Towards a satellite image manipulation and deepfake localization benchmark dataset

    Aug 5, 2026Jacob Arndt, Debvrat Varshney, Philipe Dias +1Deepfake DetectionRemote Sensing

  10. On the Effectiveness of Adaptation Strategies for VLM-Based Federated Learning in Remote Sensing

    Aug 5, 2026Simon Lösche, Barış Büyüktaş, Mathis Adler +3Federated LearningVision-Language Model Adaptation

  11. Benchmarking Deep Learning Models for Dense Event Classification of Offshore Wind Infrastructure in Sentinel-1 Time Series

    Aug 5, 2026Thorsten Hoeser, Felix Bachofer, Claudia KuenzerOffshore Wind TurbineSentinel-2

  12. Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification

    Aug 5, 2026Maryam Gholami Shiri, Eva Tuba, Sašo Džeroski +2Multi-Label ClassificationRemote Sensing

  13. LoRetta: A Foundation Model and Extensive Dataset for Global-Scale Remote Sensing Dense Image Matching

    Aug 4, 2026Siwei Yu, Han Guo, Zhenwei Shi +1Feature MatchingRemote Sensing

  14. UniEvo-RS: Omni-Prompt Unified Remote Sensing Segmentation with Representative Exemplar-Driven Prototype Evolution

    Aug 4, 2026Kunquan Zhang, Peilang Li, Xikun Hu +4Remote Sensing Image SegmentationRemote Sensing

  15. FlowForm: Synergizing Fluid Physics with Topological Consistency for Satellite Flood Synthesis

    Aug 4, 2026Zhang Weihui, Wang Ruizhi, Xu Hongye +3Flood DetectionSatellite Imagery

  16. SAT-Edge-Agent: Hardware-in-the-Loop Edge-Agent Orchestration for Onboard Satellite Intelligence

    Aug 4, 2026Longji He, Jeto XuSatelliteAgent Framework

  17. Geospatial-Prior Guidance for 3D Semantic Scene Completion

    Aug 4, 2026Meng Wang, Shougao Zhang, Wenzhe He +4Geometric PriorsSatellite Imagery

  18. FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations

    Aug 4, 2026Ziwu Liu, Inês Pinto Gouveia, Rehana Yasmin +2Federated LearningSatellite

  19. Earth Embeddings

    Aug 4, 2026Adam J. Stewart, Heng Fang, Isaac A. Corley +1Cloud-Aware Earth Observation SequencesEarth Observation

  20. Distilled Roads: Generalisable Road Network Extraction Across Sensors, Resolutions, and Region

    Aug 4, 2026Sanayya, Rakshith Sathish, Ashwathi NambiarLane GeometrySatellite Imagery

  21. CROSS: Cascaded Distillation and Dual-Constraint Grounding for Remote Sensing Referring Segmentation

    Aug 4, 2026Tingzhang Luo, Ruizhong Liu, Yichao Liu +3Remote Sensing Image SegmentationPrecise Localization

  22. Standalone DINOv3 for Training-Free Open-Vocabulary Semantic Segmentation in Remote Sensing

    Aug 4, 2026Changhao Zhao, Haoxiang Li, Yuke Li +2Remote Sensing Image SegmentationDinov3

  23. ISRS-DETR: Detection-Guided Click Propagation for Remote Sensing Interactive Segmentation

    Aug 3, 2026Thanh Duc Pham, Anh Nguyen, Duong Duc Hieu +1Remote Sensing Image SegmentationRemote Sensing

  24. Global-Scale Self-Supervised Spatiotemporal Learning for NDVI Time-Series Reconstruction

    Aug 3, 2026Ang Li, Menghui Jiang, Xiaobin Guan +2Normalized Difference Vegetation IndexSpatiotemporal Representations

  25. RSVideo: Are Your Vision-Language Models Ready for Remote Sensing Videos?

    Aug 3, 2026Hongjie Zhou, Shiqin Wang, Haoyang Chen +5Remote SensingLarge Vision Language Models

  26. Deep Evidential Regression for Sparse Forest Height Estimation from Multimodal Satellite Imagery

    Aug 3, 2026Laura Bader, Muhammad Ammar Ahmed, Xiao Xiang Zhu +1CanopySatellite Data

  27. EchoChange: A Diffusion Language Model with Dual Pass Remasking for Factual Remote Sensing Disaster Change Captioning

    Aug 3, 2026Dongwei Sun, Bowen Yao, Yujie Zhang +3Remote Sensing Image Change CaptioningRemote Sensing

  28. Clear-Weighted Bit Allocation for Satellite Downlinks

    Aug 2, 2026Alireza Furutanpey, Qiyang Zhang, Yujie Huang +2SatelliteWireless Resource Allocation

  29. From Forest to Future Capital: Tracking Land Cover Change in Ibu Kota Nusantara (IKN) from 2021 to 2026 with PlanetScope Imagery

    Aug 2, 2026Clarissa Rui Min Ong, Elizabeth Tee Inn Loo, Kenneth Woon Hao Soh +3Normalized Difference Vegetation IndexRemote Sensing

  30. Breaking Diversity Collapse in Spiking Pseudo-Ensembles for Efficient OOD Detection in Remote Sensing

    Aug 2, 2026Srinivas Anumasa, Rushi Shah, Qiran Zou +1Spiking Neural NetworksOut-Of-Distribution Detection

  31. One Query, Many Scales: Sparse Mixture-of-Experts for Efficient Hierarchical Cross-View Geo-Localization

    Aug 2, 2026Ruijie Fan, Junyan Ye, Qi Zhu +1Cross-View Geo-LocalizationCross-View

  32. A Sequence-to-Sequence ConvLSTM Approach for Leaf Area Index Forecasting over the South-Central United States

    Aug 1, 2026Zhixing Ruan, Lixin LuNormalized Difference Vegetation IndexLlm-Based Forecasting Methods

  33. GeoArbiter: Verifiability-Guided Grounding for Remote-Sensing Multimodal LLMs

    Aug 1, 2026Xuechen LiRemote SensingVerification-Triggered Multimodal

  34. PhenoStitch: Training-Free Panoptic Crop Mapping from Satellite Image Time Series

    Aug 1, 2026Xuechen LiPanoptic SegmentationSatellite Imagery

  35. SatEdit: Mask-Conditioned Image Editing via VLM-Guided Segment Annotation

    Jul 31, 2026Muhammad Talha, Muhammad Ahmed AmerRemote SensingSegmentation Model

  36. Training-Free Entity-Level Few-Shot Segmentation of Remote Sensing Images with Advection Refinement

    Jul 31, 2026Xueting Bai, Huan NiFew-Shot SegmentationRemote Sensing

  37. Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification

    Jul 31, 2026Karim El Khoury, Benoît Gérin, Benoît Macq +1Remote SensingTransductive Active Labeling

  38. Finding Change in Satellite Archives from Text: How to Combine Before-and-After Images Efficiently

    Jul 30, 2026Simon Roy, Mark Bong, Giovanni BeltrameSatellite ImagerySatellite Data

  39. Towards Autonomous Aircraft Surveillance from Nanosatellites through On-Board Inference and Generative Data Augmentation

    Jul 30, 2026Antonio Delgado-Rosa, David Muñoz-Valero, Enrique Adrian Villarrubia-Martin +1SatelliteUnmanned Aerial Vehicle Tracking

  40. Large scale cross-regional remote sensing flood monitoring framework for operative mapping and impact analysis

    Jul 30, 2026Ilya Novikov, Svetlana Illarionova, Ruslan Dzharkinov +6Flood DetectionSen1Floods11

  41. Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery

    Jul 30, 2026Iason Tsardanidis, Alkiviadis Koukos, George Choumos +2Satellite ImagerySatellite Data

  42. Think with Extra-Image: A Farmland Segmentation Agent Driven by Spatio-Temporal Information Gain

    Jul 30, 2026Haiyang Wu, Weiliang Mu, Zhuofei Du +4Remote Sensing Image SegmentationAgricultural Landscapes

  43. Meteosat Third Generation imagery improves CNN-based SSI retrieval

    Jul 30, 2026Gordei Pribõtkin, Piia Post, Velle TollSolarSatellite Imagery

  44. FootprintNet: State-Transition-Guided Dynamic Footprint Learning for Multi-temporal Remote Sensing Change Detection

    Jul 30, 2026Haotian Zhang, Hao Chen, Han Guo +2Change DetectionNormalized Difference Vegetation Index

  45. CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration

    Jul 30, 2026Zaiyan Zhang, Qiangqiang Yuan, Jie Li +5Image RestorationRemote Sensing

  46. Beyond Edge Maps: Wavelet-Domain Conditioning for Multi-Adapter Map-to-Satellite Diffusion

    Jul 29, 2026Arisha PrasainSatellite ImageryDiscrete Wavelet Transform

  47. SeasonStereo: Robust Dense Stereo Matching for Multi-Date Satellite Imagery via Generative AI

    Jul 29, 2026Álvaro Díaz-Laureano, Roger Marí, Elías Masquil +23D ReconstructionStereo Matching

  48. Robust RPC Bundle Adjustment for Multi-Date Satellite Imagery with Season-Invariant Correspondences

    Jul 29, 2026Roger Marí, Elías Masquil, Xavier Bou +2Feature MatchingSatellite Imagery

  49. Volcanic Clouds Detection through QCNN and Geostationary Satellite Multispectral Imagery

    Jul 29, 2026Federica Torrisi, Claudia Corradino, Alessandro Grilli +5Satellite ImageryOrogenic Au

  50. Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing

    Jul 28, 2026Fengxiang Wang, Jiangnan Huang, Mingshuo Chen +8Remote SensingVisual Reasoning

  51. Freq-RemoteVAR: Next-Frequency Autoregressive Modeling for Remote Sensing Change Detection

    Jul 28, 2026Luqi Gong, Rui Xu, Yue Chen +3Change DetectionRemote Sensing

  52. Few-Shot Open-Vocabulary Remote Sensing Segmentation via Textual Inversion

    Jul 28, 2026Junhyuk Heo, Junghwan ParkRemote Sensing Image SegmentationOpen-Vocabulary

  53. Distributed Coordination for Resilient Multi-UAV Remote Sensing: A Photovoltaic Inspection Case Study

    Jul 27, 2026Guillermo GP-Lenza, Miguel Fernandez-Cortizas, Martin Molina +1Multi-Uav SystemsUncrewed Aerial Vehicles

  54. Calibrated Tree-Neural Fusion for Fine-Grained Vegetation Community Classification

    Jul 27, 2026Dristi Datta, Md Khalid Hasan Sakib, Manoranjan PaulNormalized Difference Vegetation Index

  55. Contrastive Parameter Disentanglement for Multi-modal Remote Sensing Image Generation

    Jul 26, 2026Yu Zhang, Wenda Zhao, Haojun Tang +1Multimodal Contrastive LearningRemote Sensing

  56. Inverse Bayesian Inference for Extracting Lesion Dynamics from Longitudinal Spectral CT

    Jul 25, 2026Lukas Förner, Melina Wördehoff, Julian Steffens +6TomographyBayesian

  57. When Less Is More: A Controlled Benchmark of Lightweight CNNs for Satellite Land-Cover Segmentation on DeepGlobe

    Jul 25, 2026Atiq Ur Rehman, Joseph Michael DonovanRemote Sensing Image SegmentationNormalized Difference Vegetation Index

  58. Beyond Binary Rooftop Mapping: A Four-Class Deep Learning Framework for Green Roof Potential Assessment from Open Swiss Geospatial Data

    Jul 24, 2026Htet Yamin Ko KoUrban EnvironmentsNormalized Difference Vegetation Index

  59. Filling Before Advancing: Capability-Gap-Driven Post-Training for Scenario-Specialized Remote Sensing MLLMs

    Jul 24, 2026Yuheng Zong, Minghua Wang, Xin Zhao +3Remote SensingMultimodal Pretraining

  60. T-STAR: A Large-Scale Benchmark for Spatio-Temporal Panoptic Scene Graph Generation in Satellite Video

    Jul 23, 2026Linlin Wang, Xue Yang, Zhihuang Zhou +3Satellite DataHierarchical 3D Scene Graphs