Sea-Surface Temperature Data

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9 papers in the last four weeks, up 29% on the four weeks before. 0.1% of all new papers.

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  1. 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

  2. Taking a Second Look: Correcting Sea Ice Forecasts with Sparse Observations

    Sep 21, 2026Tianshuo Zhang, Xianglei Xing, Aowen Yang +4Sea-Surface Temperature DataForecast

    College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China

  3. Recovering Governing Dynamics from Distributed Observations via Exact Spline Merging

    Sep 15, 2026Naveen MysoreSpatiotemporal FieldsSplines

    University of California, Santa Barbara · Dyssonance AI

  4. Multi-Label Proportion Learning for Sea-Ice Type Prediction

    Sep 14, 2026Samira Alkaee Taleghan, Younghyun Koo, Andrew P. Barrett +1Sea-Surface Temperature DataMulti-Label Classification

    University of Colorado Denver Denver, Colorado, USA · National Snow and Ice Data Center (NSIDC), CIRES, University of Colorado Boulder Boulder, Colorado, USA

  5. Data-driven Prediction of Satellite-observed Avalanche Activity from Snowpack Simulations

    Sep 14, 2026Jakob Grahn, Filippo Maria Bianchi, Bert Kruyt +1Sea-Surface Temperature DataEarth Observation

    NORCE Research, Tromsø, Norway · UiT The Arctic University of Norway, Tromsø, Norway · Norwegian Water Resources and Energy Directorate, Oslo, Norway

  6. Optimizing Geoengineering Interventions Using Differentiable Climate Models

    Sep 14, 2026Pulkit Dubey, Dorian S. Abbot, Ashesh ChattopadhyayGlobal Climate ModelsClimate

    Department of Applied Mathematics, University of California, Santa Cruz, CA 95064 · Department of the Geophysical Sciences, University of Chicago, Chicago, IL 60637

  7. Physics-enriched neural solvers for transient ice-flow simulation

    Sep 14, 2026Thomas Gregov, Sebastian Rosier, Brandon Finley +2Neural SolversParametric Physics-Informed Neural Network

    Institute of Earth Surface Dynamics, Universit´e de Lausanne, Lausanne, Switzerland · Department of Geography, Universität Zürich, Zürich, Switzerland

  8. Uncertainty-Aware Sea-Ice Type Mapping with Multiple Ice Charts

    Sep 8, 2026Samira Alkaee Taleghan, Younghyun Koo, Andrew P. Barrett +1Sea-Surface Temperature DataDevelopmental Trajectories

    University of Colorado Denver Denver, Colorado, USA · National Snow and Ice Data Center (NSIDC), CIRES, University of Colorado Boulder Boulder, Colorado, USA

  9. Neptune: An AI model for Global Ocean Subseasonal Prediction

    Sep 8, 2026Davide Donno, Italo Epicoco, Massimo Cafaro +8OceanSea-Surface Temperature Data

    Department of Engineering for Innovation, University of Salento, Via per Monteroni, Lecce, Italy · CMCC Foundation - Euro-Mediterranean Center on Climate Change, Italy · Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA +2

  10. ArcticSwarm: Deferring Early Consensus in Long-Horizon Multi-Agent Research

    Sep 1, 2026Soyoung Yoon, Boyi Liu, Yite Wang +6Long-Horizon Task PlanningSea-Surface Temperature Data

    Seoul National University · Snowflake AI Research

  11. Seasonality-Aware Hybrid Convolutional Transformer for Antarctic Sea Ice Concentration Forecasting

    Aug 31, 2026Danyang Li, John Taylor, Thang Bui +1Forecasting BackboneHybrid Transformer

    School of Computer Science, Australian National University, Canberra, ACT 2601, Australia · Yau Mathematical Sciences Center, Tsinghua University, Beijing, China

  12. Arctic Dispersion Interruption Phenomenon and Sound Source Depth Estimation

    Aug 31, 2026Weng Jinbao, Yang Yanming, Chen Benqing +2Forward-Looking SonarSea-Surface Temperature Data

    Laboratory of ocean acoustic and remote sensing, Third Institute of Oceanography, Ministry of Natural Resources, Xiamen, China

  13. Supraglacial Lake Fate Is Knowable Long Before the Season Ends

    Aug 31, 2026Emam Hossain, Md Osman GaniSea-Surface Temperature DataSeason

    University of Maryland, Baltimore County Baltimore, Maryland, USA

  14. Warping Earth Observations for better ice labeling in the Marginal Marginal Ice Zone

    Aug 12, 2026Tom Kelly, Martin S. J. RogersSea-Surface Temperature DataPixel-Level Annotation

    British Antarctic Survey, Cambridge

  15. Which Site, and When: A Free-Satellite-Data Test of Himalayan Glacial Lake Bursts, Landslides, and Ice Floods

    Aug 12, 2026Matthew Kahn, Milan Arjel, Nirmala Adhikari +2LandslidesSen1Floods11

    Applied Economics and Management, Cornell University, New York, United States of America · Department of Electronics and Computer Engineering, Purwanchal Campus, Institute of Engineering, Tribhuvan University, Dharan, Nepal · Department of Physics, University of Alabama at Birmingham, Alabama, United States of America +2

  16. Stochastic Emulation of a Fully Coupled Preindustrial E3SMv3 Simulation

    Aug 10, 2026Elynn Wu, James P. C. Duncan, Troy Arcomano +11Global Climate ModelsAtmospheric Dynamics

    Allen Institute for Artificial Intelligence (Ai2), Seattle, WA, USA · Pacific Northwest National Laboratory, Richland, WA, USA · Los Alamos National Laboratory, Los Alamos, NM, USA +2

  17. Deep Learning-Based Statistical Downscaling of Sea Surface Temperature Using a Residual Corrective Neural Network

    Aug 9, 2026Onkar Jadhav, Tim French, Ivica Janekovic +2Dynamical DownscalingSea-Surface Temperature Data

    School of Earth and Oceans, UWA Oceans Institute, University of Western Australia, Crawley, WA, Australia. · School of Physics, Maths and Computing, Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia. · School of Engineering, UWA Oceans Institute, University of Western Australia, Crawley, WA, Australia.

  18. IceHorizon: A Dataset for Horizon Detection in Ice-Covered Maritime Environments and Comparative Evaluation of Detection Methods

    Aug 7, 2026Alisa Pesotskaia, Emin ZermanShip DetectionAerial Imagery

    Department of Computer and Electrical Engineering Mid Sweden University, Sundsvall, Sweden

  19. Transferable Dual-Stream Representations for Mesoscale-Preserving Sea Surface Temperature Downscaling

    Aug 4, 2026Parth Doshi, Priyanka Aravindan, Vaishnav Vaidheeswaran +2Dynamical DownscalingSea-Surface Temperature Data

    Dalhousie University, Halifax, NS, Canada

  20. Multi-Source Dynamic Graph Learning for Compound-Flood Forecasting in Managed Coastal Systems

    Aug 3, 2026Liangjun You, Min Wu, Orlando Woods +1Accurate Flood PredictionSpatio-Temporal Forecasting

    City University of Hong Kong (Dongguan) China · A*STAR Singapore · Singapore Management University Singapore

  21. Origins and mitigation of double descent in reduced order modeling

    Jul 29, 2026Andrei A. Klishin, J. Nathan Kutz, Krithika ManoharReconstruction ErrorDescent

    Department of Mechanical Engineering, University of Hawai‘ i at M¯anoa, Honolulu, HI · AI Institute in Dynamic Systems, University of Washington, Seattle, WA 98195, USA · Departments of Applied Mathematics and Electrical and Computer Engineering, University of Washington, Seattle, WA 98195, USA +1

  22. A Spatial Persistence Gradient in European Warming Consistent with North Atlantic Cold-Blob Influence

    Jul 28, 2026Mauricio Herrera-Marín, Alex Godoy-Faúndez, Diego RiveraEra5 Reanalysis DataSea-Surface Temperature Data

    Research Center on Sustainability and Strategic Resource Management (CISGER), Faculty of Engineering, Universidad del Desarrollo, Avda. Plaza 700, Santiago, Chile.

  23. Multi-Domain Physics-Based MDO of Multirotor UAVs: A Deterministic Framework for Discrete COTS Sizing

    Jul 24, 2026Akshay Gupta Burela, P. B. SujitQuadrotorUnmanned Aerial Vehicles

    Department of Electronics and Communication Engineering, International Institute of Information Technology, Hyderabad, India · Department of Electrical Engineering and Computer Science, Indian Institute of Science Education and Research, Bhopal, India

  24. 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

    Department of Computer Science, University College London · Department of Earth Sciences, University College London · Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany +1

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

    Jul 5, 2026Arunkumar RamachandranSea-Surface Temperature DataClimate

    Independent Researcher

  26. A harmonised dataset for Earth system foundation models

    Jul 3, 2026Carlos Rodriguez-Pardo, Massimo TavoniGeospatial Foundation ModelsMultimodal Foundation Model

    1Politecnico di Milano, Department of Management, Economics and Industrial Engineering, Milan, Italy · 2RFF-CMCC European Institute on Economics and the Environment, Milan, Italy · 3CMCC Foundation - Euro-Mediterranean Center on Climate Change, Lecce, Italy

  27. GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem

    Jun 28, 2026Rui-Xi Wang, Runzhong Wang, Connor W. ColeyTandem Mass SpectraDetection Transformer

    Massachusetts Institute of Technology Cambridge, MA 02139

  28. Residual-Guided Dictionary Learning for Spectrally Accurate Koopman Approximation

    Jun 27, 2026George Coote, Matthew J. ColbrookKoopman OperatorUnsupervised Dictionary Learning

    Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Wilberforce Road, CB3 0WA, United Kingdom

  29. Hybrid NARX-LLM for Greenland Iceberg Discharge: Prompt-Driven Residual Correction

    Jun 13, 2026Yiquan Gao, Duohui XuSea-Surface Temperature DataAutoregressive Model

    1Heriot-Watt University. · 2StudioYG. · This work was completed before the first author’s affiliation with Heriot-Watt University and was conducted entirely independently of the institution.

  30. PCA-Enhanced Adaptive NVAR Framework for High-Resolution Sea Surface Temperature Forecasting in the East Sea

    Jun 10, 2026Sherkhon Azimov, Susana López-Moreno, Eric Dolores-Cuenca +2Sea-Surface Temperature DataOcean

    Department of Mathematics, Pusan National University, Republic of Korea · Humanoid Olfactory Display Center, Pusan National University, Republic of Korea · Industrial Mathematics Center, Pusan National University, Republic of Korea +3

  31. Learned Response-Field Inertia Operator for HEC-RAS 2D Water-Surface Elevation Prediction

    Jun 4, 2026Edward Holmberg, Elias Ioup, Md Meftahul Ferdaus +2Surrogate ModelsSea-Surface Temperature Data

    Canizaro Livingston Gulf States Center for Environmental Informatics, Department of Computer Science, The University of New Orleans, New Orleans, LA 70148, USA · Center for Geospatial Sciences, Naval Research Laboratory, Mississippi, USA · Ocean Sciences Division, Naval Research Laboratory, Mississippi, USA

  32. Structure-Aware Consistency Priors for Shape from Polarization in Complex Media

    May 30, 2026Kaimin Yu, Puyun Wang, Huayang He +1Sea-Surface Temperature DataSurface Representation

  33. Probabilistic bias adjustment of seasonal forecasts using generative machine learning: A case study of Arctic sea ice predictions

    May 27, 2026Parsa Gooya, Reinel Sospedra-AlfonsoSea-Surface Temperature DataConditional Variational Autoencoder

    Canadian Centre for Climate Modelling and Analysis, Environment and Climate Change Canada, Victoria, British Columbia, Canada

  34. A Non-Reference Diffusion-Based Restoration Framework for Landsat 7 ETM+ SLC-off Imagery in Antarctica

    May 20, 2026Leyue Tang, Jonathan Louis Bamber, Gang Qiao +1Remote SensingRestoration

    Center for Spatial Information Science and Sustainable Development Applications, College of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China · Bristol Glaciology Centre, School of Geographical Sciences, University of Bristol, Bristol, UK · Institute for Advanced Study, Technical University of Munich, Germany +1

  35. 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

  36. Vision-Based Water Level and Flow Estimation

    May 14, 2026ZhiXin SunOptical FlowComputer Vision

    PowerChina Zhongnan Engineering Corporation Limited

  37. Geometric Flood Depth Estimation: Fusing Transformer-Based Segmentation with Digital Elevation Models

    May 8, 2026Nhut Le, Ehsan Karimi, Maryam RahnemoonfarFlood DetectionDigital Elevation Models

    Lehigh University

  38. Physics-Conditioned Synthesis of Internal Ice-Layer Thickness for Incomplete Layer Traces

    Apr 22, 2026Zesheng Liu, Maryam RahnemoonfarSea-Surface Temperature DataSynthetic Aperture Radar

    Department of Computer Science and Engineering Lehigh University Bethlehem, USA

  39. Radar Odometry Subject to High Tilt Dynamics of Subarctic Environments

    Apr 21, 2026Matěj Boxan, William Larrivée-Hardy, François PomerleauInertial Navigation SystemsOdometry

    Northern Robotics Laboratory, Université Laval, Quebec, Canada. · Université Laval, Quebec, Canada.

  40. An Adaptive Spatiotemporal Clustering Framework for 3D Ocean Subsurface Temperature Reconstruction

    Apr 21, 2026Ming Shan Loo, Wengen Li, Xudong Jiang +4Land Surface TemperatureSea-Surface Temperature Data

    School of Computer Science and Technology, Tongji University, Shanghai, China · The Key Laboratory of Road and Traffic Engineering, Ministry of Education, College of Transportation, Tongji University, Shanghai, China · Project Management Office of China National Scientific Seafloor Observatory, Tongji University, Shanghai, China

  41. Cryo-Bench: Benchmarking Foundation Models for Cryosphere Mapping

    Mar 2, 2026Saurabh Kaushik, Lalit Maurya, Beth Tellman +4Geospatial Foundation ModelsTrustworthy Earth Observation Decisions

    Center for Sustainability and the Global Environment (SAGE), University of Wisconsin–Madison USA · Portsmouth AI and Data Science Centre (PAIDS), School of Computing, University of Portsmouth Portsmouth, UK · ESA, ESRIN, 𝜑-lab, Frascati Italy

  42. KAMERA: Enhancing Aerial Surveys of Ice-associated Seals in Arctic Environments

    Sep 23, 2025Adam Romlein, Benjamin X. Hou, Yuval Boss +5Aerial ImageryCamera

    Kitware, Inc., USA · NOAA NMFS AFSC MML, USA · CICOES, University of Washington, USA

  43. Adversarial dynamical systems characterize when data-driven learning succeeds or fails

    Jul 8, 2024Matthew J. Colbrook, Igor Mezić, Alexei StepanenkoKoopman OperatorSpectral Representation Method

    DAMTP, University of Cambridge, Cambridge, CB3 0WA, UK. · University of California, Santa Barbara, CA 93106, USA.