Remote Sensing

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Period ending 2026-09-21

15 new papers

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Period ending 2026-09-14

5 new papers

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Period ending 2026-09-07

8 new papers

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435 papers

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  1. RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning

    Jun 26, 2026Yelin Wang, Zijia Song, Shuo Ye +6Remote Sensing Image Change CaptioningRemote Sensing

  2. Mind the Gap: Quantifying the Domain Gap in Cross-Sensor Diffusion Super-Resolution

    Jun 26, 2026Dawid Kopeć, Katarzyna Jabłońska, Wojciech Kozłowski +1ResolutionCross-Sensor Generalization

  3. On-board Remote-Sensing Foundation Models for Unsupervised Change Detection of Disaster Events

    Jun 25, 2026S. Ramírez-GallegoRemote SensingChange Detection

  4. DFM: Difference Feature Modeling with Text-Guided Gated Contrastive Loss for Remote Sensing Image Change Captioning

    Jun 25, 2026Yelin Wang, Zijia Song, Chuanguang Yang +4Remote Sensing Image Change CaptioningRemote Sensing

  5. RSGPNet: Geometric Prompting for Remote Sensing Open-Vocabulary Semantic Segmentation

    Jun 25, 2026Shanwen Wang, Xin Sun, Sirui Wang +1Remote Sensing Image SegmentationRemote Sensing

  6. SpaceRipple: Lightweight Semantic Delivery for Mission-Oriented LEO Earth Observation Satellite Networks

    Jun 25, 2026Ziyi Yang, Hao Yuan, Yunxiang Yi +2SatellitePixels

  7. Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery

    Jun 24, 2026Sophia Li, Max Zhao, Raghu G. Raj +1Flood DetectionSen1Floods11

  8. State Space Models Meet Remote Sensing: A Survey

    Jun 24, 2026Qinzhe Yang, Chenyang Liu, Jia Xu +2State Space ModelsRemote Sensing

  9. Efficient Remote Sensing Instance Segmentation with Linear-Time State Space Distilled Visual Foundation Models

    Jun 24, 2026Qinzhe Yang, Keyan Chen, Jia Xu +2Remote Sensing Image SegmentationRemote Sensing

  10. LEVIRDet: A Million-Scale 159-Category Dataset and Foundation Model for Universal Remote Sensing Object Detection

    Jun 24, 2026Qinzhe Yang, Dongyu Wang, Haohan Niu +3Remote SensingObject Detection

  11. An iterative energy-based multimodal transformer for joint retrieval of wheat soil moisture, leaf area index, and plant height from Sentinel-1 and Sentinel-2 time series

    Jun 23, 2026Shubham Kumar Singh, Peilei Fan, Suraj A. Yadav +2Soil Moisture EstimationSentinel-2

  12. Benchmarking the Alignment of Data-Quality Metrics, Human Judgment and Land-Cover Segmentation Performance for Earth Observation

    Jun 23, 2026Ümit Mert Çağlar, Alptekin TemizelSynthetic DatasetData Quality

  13. Counting Trees from Satellite Imagery with Noisy Supervision

    Jun 23, 2026Dimitri Gominski, Maurice Mugabowindekwe, Qiue Xu +6Boreal ForestsSatellite Imagery

  14. MotifGen: Spatiotemporal interpolation of misaligned satellite images via multi-source generative modeling, in an application to tropical cyclones

    Jun 23, 2026Clément Dauvilliers, Claire MonteleoniPrecipitationSatellite Data

  15. Sat2City v2: Native 3D City Asset Generation from a Single Satellite Image

    Jun 23, 2026Tongyan Hua, Dongli Wu, Jinjing Zhu +53D Environments3D Assets

  16. Hedgementation = Hedgerow Segmentation: A Remote Sensing Benchmark

    Jun 22, 2026Nathan Senyard, Salem Hamdani, Astrid Zhang +4Remote SensingGround Truth

  17. Changing Modalities: Adapting Remote Sensing Models to New Satellites and Sensors

    Jun 22, 2026Tim G. Zhou, Anthony Fuller, Geoff Pleiss +1Remote SensingSatellite

  18. VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation Simulation

    Jun 20, 2026Irene Iele, Elena Mulero Ayllón, Paolo Soda +1Global Climate ModelsNormalized Difference Vegetation Index

  19. AgroSense 2.0: Cross-Modal Transformer Fusion with Geospatial Raster Integration and Interpretable Multi-Task Learning for Precision Crop Recommendation

    Jun 20, 2026Vishal Pandey, Rishav Tewari, Ruzina Haque LaskarSoil Moisture EstimationNormalized Difference Vegetation Index

  20. Prompt-Calibrated SAM 3 for Open-Vocabulary Remote Sensing Semantic Segmentation

    Jun 20, 2026Yanghui Song, Nanqing Liu, Haonan Yin +3Remote Sensing Image SegmentationRemote Sensing

  21. RAPID: A Reproducible Multi-Agent Pipeline for Interpretable Disaster Damage Assessment from Satellite and Street-View Imagery

    Jun 20, 2026Yifan Yang, Wenjing Gong, Kaili Zhang +5Post-Disaster Damage AssessmentDisasters

  22. Deep Learning for Soil Moisture Estimation: Fusing Satellite Data with Optimally-Lagged Meteorological Features

    Jun 19, 2026Adrian Canovas-Rodriguez, Aurora González Vidal, Antonio F. SkarmetaSoil Moisture EstimationWeather Models

  23. Detecting Satellites in Radio-Frequency Data via Semi-Supervised Learning

    Jun 18, 2026Cade W. Trotter, Maksim E. Eren, Justin C. Holmes +4Radio FrequencySatellite

  24. BELDE: Building a Large-scale Earth-observation Land-cover Dataset for Europe

    Jun 18, 2026Ümit Mert Çağlar, Alptekin TemizelNormalized Difference Vegetation IndexSentinel-2

  25. Integrating national forest inventory, airborne lidar, and satellite imagery for wall-to-wall mapping of forest structure with computer vision

    Jun 18, 2026Luke J. Zachmann, David D. Diaz, Vincent A. Landau +8Forest InventoryCanopy

  26. Evaluating and Enhancing Negation Comprehension in Remote Sensing MLLMs

    Jun 18, 2026Haochen Han, Jue Wang, Alex Jinpeng Wang +1Remote SensingNegation

  27. Exploring the potential of AlphaEarth and TESSERA embeddings for Fine-scale Local Climate Zone Mapping: A case study across five cities in Switzerland

    Jun 18, 2026Htet Yamin Ko Ko, Clement AtzbergerNormalized Difference Vegetation IndexCities

  28. ReA-OVCD: Training-Free Open-Vocabulary Change Detection via Semantic-Spatial Reliability Assessment

    Jun 18, 2026Hongming Zhu, Huaji Chen, Bowen Du +2Change DetectionNormalized Difference Vegetation Index

  29. A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

    Jun 17, 2026Timothy Agboada, Shikha Chandel, Yadav Raj Ghimire +1Remote SensingVision-Language Model Adaptation

  30. ROSA-TFormer: A Radar-Optical Sensor-Aware Temporal Transformer for Pinus sylvestris Plantation Classification in Northern Shaanxi Using GEE-Derived Sentinel-1/2 Time Series

    Jun 17, 2026Nengbo Zhang, Chang shengSentinel-2Spatio-Temporal Transformers

  31. FPGA-Accelerated Neuromorphic Vision System for Real-Time Orbital Object Detection

    Jun 17, 2026Diego Hernández, Sebastián Valdivia, Vicente Westerhout +2SatelliteField-Programmable Gate Arrays

  32. GeoISF: Instance Semantic Forest Inspired Large-Scale Cross-View Geo-Localization via Ground LiDAR-to-Satellite Image

    Jun 17, 2026Di Hu, Xia Yuan, Chunxia ZhaoCross-View Geo-LocalizationLidar

  33. 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

    Jun 16, 2026Junjie Li, Hankui K. Zhang, David P. RoySentinel-2Remote Sensing

  34. Heterogeneous SAR-optical fusion for near-real-time land use and land cover mapping under cloud contamination: A novel framework and global benchmark dataset

    Jun 16, 2026Jiangong Xu, Weibao Xue, Xiaoyu Yu +3Sentinel-2Normalized Difference Vegetation Index

  35. Geometric Consistency Protocol for Foundation Model Features in Multi-View Satellite Imagery

    Jun 16, 2026Qiyan Luo, Jie Yang, Yingdong Pi +2Epipolar Structures3D Foundation Models

  36. Landsat-Sentinel-2 Algal Bloom Mapping Using Vision Transformers: Model Description, Implementation, and Examples

    Jun 15, 2026Thainara Lima, Vitor MartinsSentinel-2In-Situ Plankton Classifiers

  37. FusionRS: A Large-Scale RGB-Infrared Remote Sensing Dataset for Dual-Modal Vision-Language Foundation Models

    Jun 15, 2026Jiaju Han, Ben Zhang, Xuemeng Sun +6InfraredRemote Sensing

  38. Beyond Templates: Revisiting Zero-Shot Remote Sensing through Meta-Prompting

    Jun 15, 2026Eirini Baltzi, Dionysis Christopoulos, Sotiris Spanos +2Remote SensingZero-Shot Inference

  39. AEF-Econ: Toward Plug-and-Play Socioeconomic Foundation Embeddings from AlphaEarth for Urban Remote Sensing

    Jun 15, 2026Shuyang Hou, Ziqi Liu, Haoyue Jiao +7Remote SensingUrban Environments

  40. Explainable Flood Segmentation on Sentinel-1 SAR1 Imagery Using CNN and Transformer Architectures

    Jun 15, 2026Arundhuti Banerjee, David DaouFlood DetectionSen1Floods11

  41. Spatio-Temporal Wildfire Spread Prediction in Canada using a Video Swin-Hybrid-U-Net and Satellite Imagery

    Jun 15, 2026Maulik Srivastava, Esha Saha, Hao WangWildfire PredictionSatellite Imagery

  42. Training-Free Open-Vocabulary Visual Grounding for Remote Sensing Images and Videos

    Jun 15, 2026Ke Li, Di Wang, Yongshan Zhu +5Explicit Visual GroundingVisual Grounding

  43. Post-Launch Capability Expansion of Vision-Language Models via Prompting for On-Orbit Spacecraft Inspection

    Jun 13, 2026Nicholas A. Welsh, Lennon J. Shikhman, Monty Nehru Attazs +3Large Vision Language ModelsSatellite

  44. DYNA-PRUNER: Input-Adaptive Data-Model Co-Pruning for Efficient and Scalable Spatio-Temporal Media Prediction

    Jun 13, 2026Fuyan Zhang, Yuqi Li, Qing Xu +2Spatiotemporal PredictionHeterogeneous Pruning Scores

  45. Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning

    Jun 12, 2026Tewodros Syum Gebre, Jagrati Talreja, Leila Hashemi-BeniPost-Disaster Damage AssessmentRemote Sensing

  46. Improved Knowledge Distillation for Land-Use Image Classification

    Jun 12, 2026Arundhuti Sur, Abhiroop Chatterjee, Susmita Ghosh +1Knowledge DistillationNormalized Difference Vegetation Index

  47. ShearFuse-UNet: Hadamard, DCT, and Shearlet Transform Fusion for Next-Day Wildfire Spread Prediction

    Jun 12, 2026Ene Meco, Yingyi Luo, Emadeldeen Hamdan +2Wildfire PredictionU-Net

  48. How do Self-Supervised Remote Sensing Vision Models Transfer to Downstream Tasks?

    Jun 11, 2026Julia Romero, Qin Lv, Morteza KarimzadehGeospatial Foundation ModelsVision Foundation Models

  49. GeoNatureAgent Benchmark: Benchmarking LLM Agents for Environmental Geospatial Analysis Across Frontier and Open-Weight Foundation Models

    Jun 11, 2026Gabriel Diaz-Ireland, Diego Prieto-Herráez, Mario García Peces +2GeospatialLarge Language Model Agents

  50. Free-Placement Optimization of Ground Station Locations for Low-Earth Orbit Satellites

    Jun 10, 2026Grace Ra Kim, Duncan Eddy, Vedant Srinivas +1SatelliteOptimal Sensor Placement

  51. Scalable Deep Learning Framework for Global High-Resolution Land Use Reconstruction

    Jun 10, 2026Amirpasha Mozaffari, Marina Castaño, Stefano Materia +7Global Climate ModelsNormalized Difference Vegetation Index

  52. Earth-OneVision: Extending Remote Sensing Multimodal Large Language Models to More Sensor Modalities and Tasks

    Jun 9, 2026Miaoxin Cai, Guanqun Wang, Wei Zhang +6Remote SensingSynthetic Aperture Radar

  53. ZODS-RS -- Zero-training Oriented Detection & Segmentation for Remote Sensing

    Jun 9, 2026Zuan Gu, Tianhan Gao, Langxu ZhaoAerial DatasetRemote Sensing

  54. Vector Map as Language: Toward Unified Remote Sensing Vector Mapping

    Jun 9, 2026Yinglong Yan, Yunkai Yang, Haoyi Wang +7Semantic MappingMapping

  55. PF-Trans: Physics-Embedded Frequency-Aware Transformer for Spectral Reconstruction

    Jun 9, 2026Yuzhe Gui, Tianzhu Liu, Yanfeng Gu +1Spectral ReconstructionFourier

  56. Content-Induced Spatial-Spectral Aggregation Network for Change Detection in Remote Sensing Images

    Jun 9, 2026Yunlong Liu, Zekai ZhangFrequency-Spatial Fusion ModuleChange Detection

  57. Fusing Satellite Imagery and Planimetric Maps for Cross-View Localization

    Jun 8, 2026Quang Long Ho Ngo, Zimin Xia, Alexandre AlahiSatellite ImageryCross-View

  58. iSAGE: A Human-in-the-Loop Framework for Remote Sensing Semantic Segmentation via Sparse Point Supervision

    Jun 8, 2026Osmar Luiz Ferreira de Carvalho, Osmar Abilio de Carvalho Junior, Anesmar Olino de Albuquerque +1Remote Sensing Image SegmentationRemote Sensing

  59. SemDINO: A DINOv3-Driven Network for Cross-Temporal Semantic Alignment in Change Detection

    Jun 8, 2026Xinyu Tong, Meihua Zhou, Jinxiao Sun +2Change DetectionNormalized Difference Vegetation Index

  60. GeoRoPE: Ground-Aware Rotary Adaptation for Remote Sensing Foundation Models

    Jun 8, 2026Yu Luo, Kun Hu, Mengwei He +7Geospatial Foundation ModelsRemote Sensing