Browse State-of-the-Art › Earth Observation › Papers, page 3
Earth Observation
Papers archive 2025-07-28
archive papers tagged: 518 · with a code link: 216 · where Syntology ran a sample: 45 (38 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (45 of 518 tagged: 38 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)
Page 3 of 6: papers 201 to 300 of 518, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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23 Sep 2020 1 repository listed
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28 Jul 2020 1 repository listed
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Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion2 Jul 2020 1 repository listed
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1 Jul 2020 1 repository listed
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1 Jul 2020 1 repository listed
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22 Jun 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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10 Jun 2020 1 repository listed
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Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery5 Jun 2020 1 repository listed
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20 May 2020 1 repository listed
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1 Jan 2020 1 repository listed
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25 Nov 2019 1 repository listed
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31 Aug 2019 1 repository listed
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10 Jun 2019 1 repository listed
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28 Oct 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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19 Oct 2018 1 repository listed
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5 Mar 2018 1 repository listed
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Spiking Neural Networks for SAR Interferometric Phase Unwrapping: A Theoretical Framework for Energy-Efficient Processing25 Jun 2025 0 repositories listed
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TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis25 Jun 2025 0 repositories listed
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Towards Scalable and Generalizable Earth Observation Data Mining via Foundation Model Composition25 Jun 2025 0 repositories listed
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Multi-Agent Reinforcement Learning for Autonomous Multi-Satellite Earth Observation: A Realistic Case Study18 Jun 2025 0 repositories listed
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Atomizer: Generalizing to new modalities by breaking satellite images down to a set of scalars16 Jun 2025 0 repositories listed
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Deep Diffusion Models and Unsupervised Hyperspectral Unmixing for Realistic Abundance Map Synthesis16 Jun 2025 0 repositories listed
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CanadaFireSat: Toward high-resolution wildfire forecasting with multiple modalities10 Jun 2025 0 repositories listed
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FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping8 Jun 2025 0 repositories listed
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Short-Term Power Demand Forecasting for Diverse Consumer Types to Enhance Grid Planning and Synchronisation4 Jun 2025 0 repositories listed
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Training-free AI for Earth Observation Change Detection using Physics Aware Neuromorphic Networks4 Jun 2025 0 repositories listed
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Beyond Pretty Pictures: Combined Single- and Multi-Image Super-resolution for Sentinel-2 Images30 May 2025 0 repositories listed
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Geospatial Foundation Models to Enable Progress on Sustainable Development Goals30 May 2025 0 repositories listed
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DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding27 May 2025 0 repositories listed
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Event-based Star Tracking under Spacecraft Jitter: the e-STURT Dataset19 May 2025 0 repositories listed
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EarthSynth: Generating Informative Earth Observation with Diffusion Models17 May 2025 0 repositories listed
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Adaptive and Robust Image Processing on CubeSats16 May 2025 0 repositories listed
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Covariance Symmetries Classification in Multitemporal/Multipass PolSAR Images16 May 2025 0 repositories listed
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Integrating earth observation data into the tri-environmental evaluation of the economic cost of natural disasters: a case study of 2025 LA wildfire3 May 2025 0 repositories listed
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Assimilation of SWOT Altimetry Data for Riverine Flood Reanalysis: From Synthetic to Real Data30 Apr 2025 0 repositories listed
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Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation19 Apr 2025 0 repositories listed
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A Complex-valued SAR Foundation Model Based on Physically Inspired Representation Learning16 Apr 2025 0 repositories listed
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Towards LLM Agents for Earth Observation16 Apr 2025 0 repositories listed
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SAR-to-RGB Translation with Latent Diffusion for Earth Observation15 Apr 2025 0 repositories listed
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TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data15 Apr 2025 0 repositories listed
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TerraMind: Large-Scale Generative Multimodality for Earth Observation15 Apr 2025 0 repositories listed
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Foundation Models for Remote Sensing: An Analysis of MLLMs for Object Localization14 Apr 2025 0 repositories listed
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A Self-Supervised Framework for Space Object Behaviour Characterisation8 Apr 2025 0 repositories listed
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A metrological framework for uncertainty evaluation in machine learning classification models4 Apr 2025 0 repositories listed
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Probabilistic Machine Learning for Noisy Labels in Earth Observation4 Apr 2025 0 repositories listed
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RingMoE: Mixture-of-Modality-Experts Multi-Modal Foundation Models for Universal Remote Sensing Image Interpretation4 Apr 2025 0 repositories listed
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Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection2 Apr 2025 0 repositories listed
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FlexiMo: A Flexible Remote Sensing Foundation Model31 Mar 2025 0 repositories listed
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Generating Synthetic Oracle Datasets to Analyze Noise Impact: A Study on Building Function Classification Using Tweets28 Mar 2025 0 repositories listed
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HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery27 Mar 2025 0 repositories listed
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On What Depends the Robustness of Multi-source Models to Missing Data in Earth Observation?25 Mar 2025 0 repositories listed
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Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation20 Mar 2025 0 repositories listed
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Lossy Neural Compression for Geospatial Analytics: A Review3 Mar 2025 0 repositories listed
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An energy-efficient learning solution for the Agile Earth Observation Satellite Scheduling Problem3 Mar 2025 0 repositories listed
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DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications24 Feb 2025 0 repositories listed
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CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models19 Feb 2025 0 repositories listed
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Regression in EO: Are VLMs Up to the Challenge?19 Feb 2025 0 repositories listed
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Leveraging band diversity for feature selection in EO data7 Feb 2025 0 repositories listed
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TerraQ: Spatiotemporal Question-Answering on Satellite Image Archives6 Feb 2025 0 repositories listed
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Advancing Earth Observation: A Survey on AI-Powered Image Processing in Satellites21 Jan 2025 0 repositories listed
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How Does the Spatial Distribution of Pre-training Data Affect Geospatial Foundation Models?21 Jan 2025 0 repositories listed
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Joint Communications and Sensing for 6G Satellite Networks: Use Cases and Challenges9 Jan 2025 0 repositories listed
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Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning8 Jan 2025 0 repositories listed
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TS-SatMVSNet: Slope Aware Height Estimation for Large-Scale Earth Terrain Multi-view Stereo2 Jan 2025 0 repositories listed
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Feature Spectrum Learning for Remote Sensing Change Detection1 Jan 2025 0 repositories listed
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Gaussian Splatting for Efficient Satellite Image Photogrammetry1 Jan 2025 0 repositories listed
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The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf1 Jan 2025 0 repositories listed
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Low-Thrust Under-Actuated Satellite Formation Guidance and Control Strategies29 Dec 2024 0 repositories listed
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SeaMo: A Season-Aware Multimodal Foundation Model for Remote Sensing26 Dec 2024 0 repositories listed
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Uncertainties of Satellite-based Essential Climate Variables from Deep Learning23 Dec 2024 0 repositories listed
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REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation21 Dec 2024 0 repositories listed
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EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues19 Dec 2024 0 repositories listed
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EOGS: Gaussian Splatting for Earth Observation17 Dec 2024 0 repositories listed
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Scalable Data Transmission Framework for Earth Observation Satellites with Channel Adaptation16 Dec 2024 0 repositories listed
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Practical IMT and EESS Spectrum Sharing in the 7 to 8 GHz Band15 Dec 2024 0 repositories listed
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Predicting Internet Connectivity in Schools: A Feasibility Study Leveraging Multi-modal Data and Location Encoders in Low-Resource Settings13 Dec 2024 0 repositories listed
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How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning9 Dec 2024 0 repositories listed
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Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space7 Dec 2024 0 repositories listed
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Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps1 Dec 2024 0 repositories listed
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Tomographic SAR Reconstruction for Forest Height Estimation1 Dec 2024 0 repositories listed
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Benchmarking Agility and Reconfigurability in Satellite Systems for Tropical Cyclone Monitoring27 Nov 2024 0 repositories listed
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Artificial Intelligence Mangrove Monitoring System Based on Deep Learning and Sentinel-2 Satellite Data in the UAE (2017-2024)18 Nov 2024 0 repositories listed
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Analyzing Poverty through Intra-Annual Time-Series: A Wavelet Transform Approach5 Nov 2024 0 repositories listed
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Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation5 Nov 2024 0 repositories listed
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Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs4 Nov 2024 0 repositories listed
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Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)1 Nov 2024 0 repositories listed
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Geometric Correction and Mosaic Generation of Geo High Resolution Camera Images25 Oct 2024 0 repositories listed
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Spatioformer: A Geo-encoded Transformer for Large-Scale Plant Species Richness Prediction25 Oct 2024 0 repositories listed
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Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data24 Oct 2024 0 repositories listed
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Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach17 Oct 2024 0 repositories listed
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On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation11 Oct 2024 0 repositories listed
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Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery8 Oct 2024 0 repositories listed
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SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-24 Oct 2024 0 repositories listed
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1 Oct 2024 0 repositories listed
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Satellite image classification with neural quantum kernels30 Sep 2024 0 repositories listed
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How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks?27 Sep 2024 0 repositories listed
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On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks23 Sep 2024 0 repositories listed
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Data-Driven Approach to assess and identify gaps in healthcare set up in South Asia21 Sep 2024 0 repositories listed
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Multi-Sensor Deep Learning for Glacier Mapping18 Sep 2024 0 repositories listed
Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.