Sentinel-2

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6 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Extending Dynamic World Surface Water Mapping to Sentinel-1 with AlphaEarth Embeddings

    Oct 5, 2026Rohit Mukherjee, Frederick Policelli, Beth Tellman +4Sentinel-2

    Pacific Northwest National Laboratory, Richland, WA 99354 USA

  2. Learning Regional Snow Water Equivalent and Snow Height Variations from Sentinel-1 InSAR Acquisitions

    Sep 28, 2026Luca Barco, Lorenzo Innocenti, Bianca Bartoli +3Sentinel-2Sea-Surface Temperature Data

    Politecnico di Torino, Dipartimento di Automatica e Informatica, Torino, Italy · Fondazione LINKS, AI Data and Space, Italy

  3. When local gains fail to transfer: Frozen Earth-observation embeddings across wildfires

    Sep 28, 2026Philipp Stark, Alexandros Sopasakis, Ola HallWildfire PredictionWildfire

    Department of Human Geography Lund University Sölvegatan 10, SE-223 62 Lund, Sweden · Centre for Mathematical Sciences Lund University Sölvegatan 18, SE-221 00 Lund, Sweden

  4. Temporal Modelling for Burn Scars on Sentinel-3

    Sep 28, 2026Luca Barco, Edoardo Arnaudo, Andrea Bragagnolo +2WildfireSentinel-2

    Politecnico di Torino, Torino, Italy · Fondazione LINKS, Torino, Italy

  5. A Systematic Evaluation of the COTQ Provincial Land Cover Product: Structural Consistency, Spectral Separability, and Relative Positioning Against ESA, ESRI, and Google Products

    Sep 15, 2026Étienne Clabaut, Samuel Foucher, Yacine BouroubiLand CoverSentinel-2

    Département de Géomatique Appliquée, Université de Sherbrooke, Sherbrooke, QC J1K 2R1, Canada

  6. A Sentinel-2 benchmark dataset for deep-learning active-fire segmentation across 25 California wildfires

    Sep 14, 2026Shreyan Mitra, Mohammadreza Narimani, Parastoo FarajpoorWildfireSentinel-2

    California High School, San Ramon, CA, 94583, USA · Department of Biological and Agricultural Engineering, University of California, Davis, Davis, CA, 95616, USA

  7. Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation

    Sep 10, 2026Jintao Zhang, Kai Jiang, Jintao Chen +32Real-Time SystemsSentinel-2

    Tsinghua University, Shengshu Technology

  8. Tree species mapping in Denmark: A comparison of spectral-temporal features with geospatial foundation model embeddings

    Sep 3, 2026Alkiviadis Koukos, Spyros Kondylatos, Thomas Nord-Larsen +3Forest BiomassGeospatial Foundation Models

    EO Centre of Excellence, DHI, Agern Alle 5, Hørsholm, 2970, Denmark · Department of Geoscience and Natural Resource Management, University of Copenhagen, Øster Voldgade 10, Copenhagen, 1350, Denmark · ceometrics, Strandvejen 273C, Charlottenlund, 2920, Denmark

  9. 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

    Earth Observation Center (EOC), German Aerospace Center (DLR), Oberpfaffenhofen, 82234 Wessling, Germany · Institute for Geography and Geology, University of Wuerzburg, 97074 Wuerzburg, Germany

  10. GEOID-Flood: A Large-Scale Multi-Modal Benchmark Dataset for Flood Segmentation

    Aug 3, 2026Gaetano Chiriaco, Luca Barco, Andrea Bragagnolo +2Flood DetectionGeospatial Foundation Models

    Fondazione LINKS, Via Pier Carlo Boggio, 61, 10138 Torino, Italy · Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy

  11. 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

    Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Bałtycka 5, 44-100 Gliwice, Poland · Space Research Centre, Polish Academy of Sciences Bartycka 18a, 00-716 Warszawa, Poland

  12. 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 PredictionAgricultural Monitoring

    Center for Artificial Intelligence and Robotics, Technical University of Applied Sciences Wuerzburg-Schweinfurt, Franz-Horn-Strasse 2, Wuerzburg, Germany · Bielefeld University, Universitaetsstrasse 25, Bielefeld, Germany · green spin GmbH, Magdalene-Schoch-Strasse 5, Wuerzburg, Germany

  13. 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

    Department of Civil, Building and Environmental Engineering, Sapienza University of Rome, 00184 Rome, Italy · Department of Electrical, Computer and Biomedical Engineering, University of Pavia, 27100 Pavia, Italy

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

    Jul 5, 2026Isaac Corley, Caleb Robinson, Jennifer Marcus +1Agricultural MonitoringSentinel-2

    Taylor Geospatial · Microsoft AI for Good Research Lab · Arizona State University

  15. 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

    Argonne National Laboratory, Lemont, IL 60439 USA · Ohlone College, Fremont, CA 94539 USA

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

    Jun 26, 2026Dawid Kopeć, Katarzyna Jabłońska, Wojciech Kozłowski +1Generative Super-ResolutionResidual Conditional Diffusion Model

    WUST, Wybrzeże Stanisława Wyspiańskiego 27, 50-370 Wrocław, Poland · Tooploox, Tęczowa 7, 53-601 Wrocław, Poland

  17. 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 +2SoilNormalized Difference Vegetation Index

    Department of Urban and Environmental Policy and Program, Tufts University, 503 Boston Ave., Medford, MA 02155 · Electrical and Computer Engineering Department, Mississippi State University, Mississippi, USA, 39762 · Department of Physics, Indian Institute of Technology (BHU), Varanasi, India 221005 +1

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

    Jun 18, 2026Ümit Mert Çağlar, Alptekin TemizelLand CoverSentinel-2

    Graduate School of Informatics, Middle East Technical University, Ankara, Turkey

  19. 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

    Key Laboratory of Remote Sensing and Digital Earth, Aerospace Information Research Institute, Chinese Academy of Sciences (AIRCAS), Beijing 100101, China

  20. 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

    Geospatial Sciences Center of Excellence, Department of Geography and Geospatial Sciences, South Dakota State University, Brookings, SD 57007, USA · Department of Geography, Environment, and Spatial Sciences, & Center for Global Change and Earth Observations, Michigan State University, MI 48824, USA

  21. 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-2Land Cover

    State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China · Oriental Space Port Research Institute, Yantai, 265100, China · Hubei Luojia Laboratory, Wuhan, 430079, China +3

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

    Jun 15, 2026Thainara Lima, Vitor MartinsSentinel-2Coral

    a Department of Agricultural & Biological Engineering, Mississippi State University (MSU), Starkville, MS 39762, USA.

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

    Jun 15, 2026Arundhuti Banerjee, David DaouFlood DetectionAccurate Flood Prediction

    United Nations University’s Institute for Environment and Human Security (UNU-EHS) · Bonn, Germany 53113 · United Nations University’s InstituteBonn,forGermanyEnvironment53113and Human Security (UNU-EHS)

  24. Feasibility to detect rapid change and disappearance of seagrass: Lessons from nearly 80 years of vegetation change in the Ako, Seto Inland Sea, Japan

    Jun 6, 2026Takehisa Yamakita, Yoji Igarashi, Akira Eto +2CoralSentinel-2

    Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Application Laboratory (APL), 3173-25, Showa-machi, Kanazawa-ku, Yokohama, Kanagawa, Japan · Tokyo University of Marine Science and Technology, 4-5-7 Kohnan, Minato-ku, Tokyo, Japan · Shiga University, Faculty of Data Science, 1-1-1 Banba, Hikone City, Shiga, Japan

  25. Beyond Backscatter: InSAR coherence from detected SAR images

    Jun 5, 2026Francescopaolo Sica, Andrea Pulella, Michael SchmittSynthetic Aperture RadarSentinel-2

    Department of Aerospace Engineering, University of the Bundeswehr Munich, Neubiberg, Germany · Microwaves and Radar Institute, German Aerospace Center (DLR), Weßling, Germany

  26. A Modelling and Evaluation Framework for EuroCrops-Driven Sentinel-2 Crop Segmentation

    May 30, 2026Alexandra Nicoleta Scarlat, Ioana Cristina Plajer, Alexandra BaicoianuSentinel-2Land Cover

    Transilvania University of Braşov, Faculty of Mathematics and Computer Science, Braşov, Romania

  27. Asynchronous Remote Sensing Time-Series Fusion for Cloud Removal and Anytime Reconstruction

    May 26, 2026Forouzan Fallah, Chia Yu Hsu, Wenwen Li +2Sentinel-2Remote Sensing

    School of Computing and Augmented Intelligence, Arizona State University · School of Geographical Sciences and Urban Planning, Arizona State University · Woodwell Climate Research Center

  28. Lake Detection and Water Quality Estimation in Sentinel-2 Data

    May 23, 2026Iulia Pleşu, Alexandra Băicoianu, Ioana Cristina PlajerSentinel-2Adaptive Thresholding

    Transilvania University of Braşov, Faculty of Mathematics and Computer Science, Romania

  29. OlmoEarth v1.2: A more efficient family of OlmoEarth models

    May 20, 2026Gabriel Tseng, Yawen Zhang, Favyen Bastani +8Trustworthy Earth Observation DecisionsModel Training

    Allen Institute for AI

  30. CryoNet: A Deep Learning Framework for Multi-Modal Debris-Covered Glacier Mapping. A Case Study of the Poiqu Basin, Central Himalaya

    May 19, 2026Farzaneh Barzegar, Tobias Bolch, Norbert Kuehtreiber +1Sea-Surface Temperature DataSentinel-2

    Institute of Geodesy, Graz University of Technology, Graz, Austria · Engineering Department, University of Sannio, Benevento, Italy

  31. TERRA-CD: Multi-Temporal Framework for Multi-class and Semantic Change Detection

    May 14, 2026Omkar Oak, Rukmini Nazre, Rujuta Budke +1Land CoverRemote Sensing

    COEP Technological University, Pune, India · University of Massachusetts, Amherst, USA · North Carolina State University, USA

  32. Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence

    May 13, 2026Mashrekur RahmanGeospatial Foundation ModelsProbabilistic Basin-Scale Runoff Lstms

    Dartmouth Libraries, Dartmouth College, 6025 Baker-Berry Library, Hanover, 03755, NH, USA

  33. Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language Model

    May 11, 2026David F. Ramirez, Tim Overman, Kristen Jaskie +1Sentinel-2Textvqa

    SenSIP Center, School of ECEE, Arizona State University, Tempe, Arizona, USA · Prime Solutions Group Inc, Goodyear, Arizona, USA

  34. Low-Rank Adaptation of Geospatial Foundation Models for Wildfire Mapping Using Sentinel-2 Data

    May 6, 2026Ali Shibli, Andrea Nascetti, Yifang BanGeospatial Foundation ModelsWildfire Prediction

    KTH Royal Institute of Technology Stockholm, Sweden

  35. Morphology-Guided Cross-Task Coupling for Joint Building Height and Footprint Estimation

    May 6, 2026Jinzhen Han, JinByeong Lee, Jisung Kim +1FootprintUrban Environments

    Department of Civil, Architectural and Environmental System Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, 16419, Republic of Korea · School of Geography, University of Leeds, Leeds, LS2 9JT, United Kingdom

  36. Densification and forecasting of Sentinel-2 time series from multimodal SAR and Optical satellite data using deep generative models

    May 5, 2026Véronique Defonte, Dawa Derksen, Alexandre Constantin +1Sentinel-2Satellite Data

    Thales Services Num´eriques 31670 Lab`ege, France · Centre National d’Etudes Spatiales 31400 Toulouse, France

  37. Sentinel2Cap: A Human-Annotated Benchmark Dataset for Multimodal Remote Sensing Image Captioning

    May 4, 2026Lucrezia Tosato, Gianluca Lombardi, Ronny HanschRemote SensingSentinel-2

    LIPADE, Université Paris Cité, 75006 Paris, France. · SAPIA, ONERA, Palaiseau, France. · LCQB, Sorbonne Université, CNRS, IBPS, 75005 Paris, France. +1

  38. Flow matching for Sentinel-2 super-resolution: implementation, application, and implications

    May 1, 2026Dakota Hester, Vitor S. Martins, Lucas B. Ferreira +2Hyperspectral Image Super-ResolutionGenerative Super-Resolution

    Department of Agricultural and Biological Engineering, Mississippi State University · North Mississippi Research and Extension Center, Mississippi State University

  39. Continuous Flood Nowcasting in South Asia: A Multi-Sensor Ensemble Remote Sensing Framework for Flood Extent

    Apr 29, 2026Usman Nazir, Disha Gomathinayagam, Muhammad Kamran +1Flood DetectionAccurate Flood Prediction

    Planetary Health Informatics (PHI) Lab, University of Oxford · Blavatnik School of Government, University of Oxford · PMIU Secretariat, Irrigation Department, Pakistan

  40. From Noisy Historical Maps to Time-Series Oil Palm Mapping Without Annotation in Malaysia and Indonesia (2020-2024)

    Apr 26, 2026Nuttaset Kuapanich, Juepeng Zheng, Bohan Shi +6Agricultural MonitoringSentinel-2

    School of Artificial Intelligence, Sun Yat-Sen University, Zhuhai, China. · National Supercomputing Center in Shenzhen, Shenzhen, China. · Khoury College of Computer Sciences, Northeastern University, Boston, United States of America. +1

  41. Urban Flood Observations: A hand-labeled training and validation dataset of post-flood inundation

    Apr 24, 2026Rohit Mukherjee, Hannah K. Friedrich, Beth Tellman +5Flood DetectionSen1Floods11

    1Pacific Northwest National Laboratory, Richland, WA, USA · University of Arizona, Tucson, USA · University of Wisconsin–Madison, Madison, WI, USA +4

  42. SERA-H: Super-Resolution of Sentinel Time Series for Fine-Scale Canopy Height Mapping

    Dec 19, 2025Thomas Boudras, Martin Schwartz, Rasmus Fensholt +6CanopySentinel-2

    Laboratoire des Sciences du Climat et de l’Environnement (LSCE), CEA, CNRS, UVSQ, Université Paris-Saclay, Gif-sur-Yvette, France · Department of Geography and Geology, University of Copenhagen, Øster Voldgade 10, Copenhagen, DK-1350, Denmark · Kayros SAS, Paris, 75009, France +2

  43. Post-Disaster Affected Area Segmentation with a Vision Transformer (ViT)-based EVAP Model using Sentinel-2 and Formosat-5 Imagery

    Jul 21, 2025Yi-Shan Chu, Hsuan-Cheng WeiSentinel-2Self-Supervised Vision Transformers

    Department of Mathematical Science, National Chengchi University, Taipei, Taiwan · Division of Satellite Data Application, Taiwan Space Agency, Hsinchu, Taiwan · Institute of Statistical Science, Academia Sinica, Taipei, Taiwan

  44. Tackling fluffy clouds: robust agricultural field boundary delineation from Sentinel-1 and Sentinel-2 satellite image time series

    Sep 20, 2024Foivos I. Diakogiannis, Zheng-Shu Zhou, Jeff Wang +13Agricultural MonitoringSentinel-2

    Data61, CSIRO, Kensington WA, Australia · A&F, CSIRO, Floreat WA, Australia · A&F, CSIRO, Melbourne, VIC 3030, Australia +4