Browse State-of-the-Art › Earth Observation › Papers, page 4
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 4 of 6: papers 301 to 400 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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Rapid Adaptation of Earth Observation Foundation Models for Segmentation16 Sep 2024 0 repositories listed
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Interactive Masked Image Modeling for Multimodal Object Detection in Remote Sensing13 Sep 2024 0 repositories listed
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Uncertainty and Generalizability in Foundation Models for Earth Observation13 Sep 2024 0 repositories listed
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The Mismeasure of Weather: Using Remotely Sensed Earth Observation Data in Economic Context11 Sep 2024 0 repositories listed
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Impact Evaluations in Data Poor Settings: The Case of Stress-Tolerant Rice Varieties in Bangladesh3 Sep 2024 0 repositories listed
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Earth Observation Satellite Scheduling with Graph Neural Networks27 Aug 2024 0 repositories listed
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Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping26 Aug 2024 0 repositories listed
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Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features21 Aug 2024 0 repositories listed
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A novel fusion of Sentinel-1 and Sentinel-2 with climate data for crop phenology estimation using Machine Learning16 Aug 2024 0 repositories listed
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Segment Using Just One Example14 Aug 2024 0 repositories listed
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Specialized Change Detection using Segment Anything13 Aug 2024 0 repositories listed
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Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task11 Aug 2024 0 repositories listed
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Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking25 Jul 2024 0 repositories listed
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Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks24 Jul 2024 0 repositories listed
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Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI26 Jun 2024 0 repositories listed
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Low-power Ship Detection in Satellite Images Using Neuromorphic Hardware17 Jun 2024 0 repositories listed
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Data Augmentation in Earth Observation: A Diffusion Model Approach10 Jun 2024 0 repositories listed
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Global High Categorical Resolution Land Cover Mapping via Weak Supervision2 Jun 2024 0 repositories listed
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Responsible AI for Earth Observation31 May 2024 0 repositories listed
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Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning28 May 2024 0 repositories listed
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Serving economic prosperity: economic impact assessments (EIA) on Earth observation-based services and tools by SERVIR24 May 2024 0 repositories listed
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Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds23 May 2024 0 repositories listed
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Confidence Estimation in Unsupervised Deep Change Vector Analysis16 May 2024 0 repositories listed
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Cross-sensor self-supervised training and alignment for remote sensing16 May 2024 0 repositories listed
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Knowledge-aware Text-Image Retrieval for Remote Sensing Images6 May 2024 0 repositories listed
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SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery3 May 2024 0 repositories listed
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GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots23 Apr 2024 0 repositories listed
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Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models19 Apr 2024 0 repositories listed
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Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting19 Apr 2024 0 repositories listed
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Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation14 Apr 2024 0 repositories listed
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Automated National Urban Map Extraction9 Apr 2024 0 repositories listed
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Onboard Processing of Hyperspectral Imagery: Deep Learning Advancements, Methodologies, Challenges, and Emerging Trends9 Apr 2024 0 repositories listed
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Deep Learning for Satellite Image Time Series Analysis: A Review5 Apr 2024 0 repositories listed
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SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation25 Mar 2024 0 repositories listed
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Assimilation of SWOT Altimetry and Sentinel-1 Flood Extent Observations for Flood Reanalysis -- A Proof-of-Concept21 Mar 2024 0 repositories listed
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Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data -- A Retrospective Case Study of Central Vietnam21 Mar 2024 0 repositories listed
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A Geospatial Approach to Predicting Desert Locust Breeding Grounds in Africa11 Mar 2024 0 repositories listed
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Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning7 Mar 2024 0 repositories listed
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Portraying the Need for Temporal Data in Flood Detection via Sentinel-16 Mar 2024 0 repositories listed
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Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks1 Mar 2024 0 repositories listed
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Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison26 Feb 2024 0 repositories listed
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Solid Waste Detection, Monitoring and Mapping in Remote Sensing Images: A Survey14 Feb 2024 0 repositories listed
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Large Language Models for Captioning and Retrieving Remote Sensing Images9 Feb 2024 0 repositories listed
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Ai4Fapar: How artificial intelligence can help to forecast the seasonal earth observation signal8 Feb 2024 0 repositories listed
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QSpeckleFilter: a Quantum Machine Learning approach for SAR speckle filtering2 Feb 2024 0 repositories listed
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A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data30 Jan 2024 0 repositories listed
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RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation29 Dec 2023 0 repositories listed
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MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images20 Dec 2023 0 repositories listed
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Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean16 Dec 2023 0 repositories listed
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Better, Not Just More: Data-Centric Machine Learning for Earth Observation8 Dec 2023 0 repositories listed
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Artificial Neural Network for Estimation of Physical Parameters of Sea Water using LiDAR Waveforms5 Dec 2023 0 repositories listed
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Multimodal deep learning for mapping forest dominant height by fusing GEDI with earth observation data20 Nov 2023 0 repositories listed
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Challenges in data-based geospatial modeling for environmental research and practice18 Nov 2023 0 repositories listed
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Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing18 Nov 2023 0 repositories listed
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Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection10 Nov 2023 0 repositories listed
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Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities8 Nov 2023 0 repositories listed
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Supervised domain adaptation for building extraction from off-nadir aerial images7 Nov 2023 0 repositories listed
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Standardized Analysis Ready (STAR) data cube for high-resolution Flood mapping using Sentinel-1 data7 Nov 2023 0 repositories listed
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Forest aboveground biomass estimation using GEDI and earth observation data through attention-based deep learning6 Nov 2023 0 repositories listed
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There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation30 Oct 2023 0 repositories listed
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Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery5 Oct 2023 0 repositories listed
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Fewshot learning on global multimodal embeddings for earth observation tasks29 Sep 2023 0 repositories listed
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Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection5 Sep 2023 0 repositories listed
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MS-Net: A Multi-modal Self-supervised Network for Fine-Grained Classification of Aircraft in SAR Images28 Aug 2023 0 repositories listed
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SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images28 Aug 2023 0 repositories listed
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A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery18 Aug 2023 0 repositories listed
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Deep Learning Model Transfer in Forest Mapping using Multi-source Satellite SAR and Optical Images9 Aug 2023 0 repositories listed
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GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing27 Jul 2023 0 repositories listed
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Poverty rate prediction using multi-modal survey and earth observation data21 Jul 2023 0 repositories listed
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Understanding the impacts of crop diversification in the context of climate change: a machine learning approach17 Jul 2023 0 repositories listed
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SepHRNet: Generating High-Resolution Crop Maps from Remote Sensing imagery using HRNet with Separable Convolution11 Jul 2023 0 repositories listed
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Sparse Graphical Linear Dynamical Systems6 Jul 2023 0 repositories listed
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A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery27 Jun 2023 0 repositories listed
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Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification16 Jun 2023 0 repositories listed
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Context-Aware Change Detection With Semi-Supervised Learning15 Jun 2023 0 repositories listed
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Reducing Uncertainties of a Chained Hydrologic-hydraulic Model to Improve Flood Forecasting Using Multi-source Earth Observation Data14 Jun 2023 0 repositories listed
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Over-the-Air Federated Learning in Satellite systems5 Jun 2023 0 repositories listed
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Improve State-Level Wheat Yield Forecasts in Kazakhstan on GEOGLAM's EO Data by Leveraging A Simple Spatial-Aware Technique1 Jun 2023 0 repositories listed
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31 May 2023 0 repositories listed
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On-board Change Detection for Resource-efficient Earth Observation with LEO Satellites17 May 2023 0 repositories listed
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Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward15 May 2023 0 repositories listed
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Pre-processing training data improves accuracy and generalisability of convolutional neural network based landscape semantic segmentation28 Apr 2023 0 repositories listed
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Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction19 Apr 2023 0 repositories listed
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Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping5 Apr 2023 0 repositories listed
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Gaussian Anamorphosis for Ensemble Kalman Filter Analysis of SAR-Derived Wet Surface Ratio Observations3 Apr 2023 0 repositories listed
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Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation25 Mar 2023 0 repositories listed
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Quantum algorithms applied to satellite mission planning for Earth observation14 Feb 2023 0 repositories listed
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Reaching the Edge of the Edge: Image Analysis in Space12 Jan 2023 0 repositories listed
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AI Security for Geoscience and Remote Sensing: Challenges and Future Trends19 Dec 2022 0 repositories listed
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Unsupervised Flood Detection on SAR Time Series7 Dec 2022 0 repositories listed
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A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data1 Dec 2022 0 repositories listed
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Learning Neural Optimal Interpolation Models and Solvers14 Nov 2022 0 repositories listed
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A General Purpose Neural Architecture for Geospatial Systems4 Nov 2022 0 repositories listed
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An Interpretable Deep Semantic Segmentation Method for Earth Observation23 Oct 2022 0 repositories listed
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Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery13 Oct 2022 0 repositories listed
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On Advances, Challenges and Potentials of Remote Sensing Image Analysis in Marine Debris and Suspected Plastics Monitoring12 Oct 2022 0 repositories listed
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EarthNets: Empowering AI in Earth Observation10 Oct 2022 0 repositories listed
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Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images4 Oct 2022 0 repositories listed
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Advances in Fine Line-Of-Sight Control for Large Space Flexible Structures27 Sep 2022 0 repositories listed
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EOD: The IEEE GRSS Earth Observation Database26 Sep 2022 0 repositories listed