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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 5 of 6: papers 401 to 500 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.

• High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production
  25 Sep 2022 0 repositories listed
• Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks
  7 Sep 2022 0 repositories listed
• Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation
  1 Sep 2022 0 repositories listed
• Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery
  24 Aug 2022 0 repositories listed
• Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution
  23 Aug 2022 0 repositories listed
• Satellite Image Search in AgoraEO
  23 Aug 2022 0 repositories listed
• Noise-Adaptive Intelligent Programmable Meta-Imager
  22 Aug 2022 0 repositories listed
• A Multibranch Convolutional Neural Network for Hyperspectral Unmixing
  3 Aug 2022 0 repositories listed
• METER-ML: A Multi-Sensor Earth Observation Benchmark for Automated Methane Source Mapping
  22 Jul 2022 0 repositories listed
• Multi-strip observation scheduling problem for ac-tive-imaging agile earth observation satellites
  4 Jul 2022 0 repositories listed
• Three multi-objective memtic algorithms for observation scheduling problem of active-imaging AEOS
  4 Jul 2022 0 repositories listed
• Large region targets observation scheduling by multiple satellites using resampling particle swarm optimization
  21 Jun 2022 0 repositories listed
• Time Gated Convolutional Neural Networks for Crop Classification
  20 Jun 2022 0 repositories listed
• MultiEarth 2022 -- The Champion Solution for the Matrix Completion Challenge via Multimodal Regression and Generation
  17 Jun 2022 0 repositories listed
• Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation
  23 May 2022 0 repositories listed
• Pest presence prediction using interpretable machine learning
  16 May 2022 0 repositories listed
• Innovations in the field of on-board scheduling technologies
  4 May 2022 0 repositories listed
• Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites
  4 May 2022 0 repositories listed
• Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review
  3 May 2022 0 repositories listed
• On the semantics of big Earth observation data for land classification
  23 Apr 2022 0 repositories listed
• Automatic Census of Mussel Platforms Using Sentinel 2 Images
  8 Apr 2022 0 repositories listed
• Towards Sustainable Satellite Edge Computing
  10 Mar 2022 0 repositories listed
• CD-GAN: a robust fusion-based generative adversarial network for unsupervised remote sensing change detection with heterogeneous sensors
  2 Mar 2022 0 repositories listed
• Ensemble Learning techniques for object detection in high-resolution satellite images
  16 Feb 2022 0 repositories listed
• Improving performance of aircraft detection in satellite imagery while limiting the labelling effort: Hybrid active learning
  10 Feb 2022 0 repositories listed
• Classifying Turbulent Environments via Machine Learning
  3 Jan 2022 0 repositories listed
• A Novel Full-Polarization SAR Images Ship Detector Based on the Scattering Mechanisms and the Wave Polarization Anisotropy
  6 Dec 2021 0 repositories listed
• SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection
  6 Dec 2021 0 repositories listed
• A Recommender System-Inspired Cloud Data Filling Scheme for Satellite-based Coastal Observation
  27 Nov 2021 0 repositories listed
• GEOSCAN: Global Earth Observation using Swarm of Coordinated Autonomous Nanosats
  27 Nov 2021 0 repositories listed
• On-Board Federated Learning for Dense LEO Constellations
  24 Nov 2021 0 repositories listed
• Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery
  12 Nov 2021 0 repositories listed
• Deep Learning Methods for Daily Wildfire Danger Forecasting
  4 Nov 2021 0 repositories listed
• Multi-layer Space Information Networks: Access Design and Softwarization
  15 Oct 2021 0 repositories listed
• Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images
  5 Oct 2021 0 repositories listed
• Challenges and Solutions for Utilizing Earth Observations in the "Big Data" era
  19 Aug 2021 0 repositories listed
• Seeing poverty from space, how much can it be tuned?
  30 Jul 2021 0 repositories listed
• Deep learning approaches to Earth Observation change detection
  13 Jul 2021 0 repositories listed
• Segmentation of VHR EO Images using Unsupervised Learning
  9 Jul 2021 0 repositories listed
• EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification
  14 Jun 2021 0 repositories listed
• Auction-based and Distributed Optimization Approaches for Scheduling Observations in Satellite Constellations with Exclusive Orbit Portions
  4 Jun 2021 0 repositories listed
• Deep Gaussian Processes for Biogeophysical Parameter Retrieval and Model Inversion
  16 Apr 2021 0 repositories listed
• Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions
  16 Apr 2021 0 repositories listed
• Big Plastic Masses Detection using Sentinel 2 Images
  17 Mar 2021 0 repositories listed
• A Two-stage Framework and Reinforcement Learning-based Optimization Algorithms for Complex Scheduling Problems
  10 Mar 2021 0 repositories listed
• Energy-based Models for Earth Observation Applications
  26 Feb 2021 0 repositories listed
• Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model
  11 Feb 2021 0 repositories listed
• ICEYE microsatellite SAR constellation status update: Evaluation of first commercial imaging modes
  8 Feb 2021 0 repositories listed
• Towards Natural Language Question Answering over Earth Observation Linked Data using Attention-based Neural Machine Translation
  23 Jan 2021 0 repositories listed
• Class Attention Network for Semantic Segmentation of Remote Sensing Images
  31 Dec 2020 0 repositories listed
• Learning Structures in Earth Observation Data with Gaussian Processes
  22 Dec 2020 0 repositories listed
• Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation
  11 Dec 2020 0 repositories listed
• Pattern Recognition Scheme for Large-Scale Cloud Detection over Landmarks
  8 Dec 2020 0 repositories listed
• Estimating Crop Primary Productivity with Sentinel-2 and Landsat 8 using Machine Learning Methods Trained with Radiative Transfer Simulations
  7 Dec 2020 0 repositories listed
• Gradient-based Automatic Look-Up Table Generator for Atmospheric Radiative Transfer Models
  7 Dec 2020 0 repositories listed
• Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources
  7 Dec 2020 0 repositories listed
• Physics-Aware Gaussian Processes in Remote Sensing
  7 Dec 2020 0 repositories listed
• Randomized kernels for large scale Earth observation applications
  7 Dec 2020 0 repositories listed
• Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
  7 Dec 2020 0 repositories listed
• Statistical Learning for End-to-End Simulations
  7 Dec 2020 0 repositories listed
• Living in the Physics and Machine Learning Interplay for Earth Observation
  18 Oct 2020 0 repositories listed
• Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study
  15 Oct 2020 0 repositories listed
• Unsupervised Self-training Algorithm Based on Deep Learning for Optical Aerial Images Change Detection
  15 Oct 2020 0 repositories listed
• Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping
  14 Sep 2020 0 repositories listed
• Deep Neural Networks for automatic extraction of features in time series satellite images
  17 Aug 2020 0 repositories listed
• Bottom-up mechanism and improved contract net protocol for the dynamic task planning of heterogeneous Earth observation resources
  13 Jul 2020 0 repositories listed
• OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing
  13 Jul 2020 0 repositories listed
• A Perspective on Gaussian Processes for Earth Observation
  2 Jul 2020 0 repositories listed
• X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data
  24 Jun 2020 0 repositories listed
• Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation
  30 Apr 2020 0 repositories listed
• A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification
  22 Apr 2020 0 repositories listed
• SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework
  16 Mar 2020 0 repositories listed
• Simulated annealing based heuristic for multiple agile satellites scheduling under cloud coverage uncertainty
  14 Mar 2020 0 repositories listed
• Agile Earth observation satellite scheduling over 20 years: formulations, methods and future directions
  13 Mar 2020 0 repositories listed
• Edge Preserving CNN SAR Despeckling Algorithm
  14 Jan 2020 0 repositories listed
• Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks
  5 Jan 2020 0 repositories listed
• Hyperspectral and multispectral image fusion under spectrally varying spatial blurs -- Application to high dimensional infrared astronomical imaging
  26 Dec 2019 0 repositories listed
• Schedule Earth Observation satellites with Deep Reinforcement Learning
  12 Nov 2019 0 repositories listed
• Machine Learning for Generalizable Prediction of Flood Susceptibility
  15 Oct 2019 0 repositories listed
• Spacecraft design optimisation for demise and survivability
  11 Oct 2019 0 repositories listed
• Generative Adversarial Training for Weakly Supervised Cloud Matting
  1 Oct 2019 0 repositories listed
• Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics
  8 Aug 2019 0 repositories listed
• Optimal Dynamic Multi-Resource Management in Earth Observation Oriented Space Information Networks
  30 Jul 2019 0 repositories listed
• Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning
  22 Jul 2019 0 repositories listed
• AI-based evaluation of the SDGs: The case of crop detection with earth observation data
  5 Jul 2019 0 repositories listed
• Super-Resolution of PROBA-V Images Using Convolutional Neural Networks
  3 Jul 2019 0 repositories listed
• Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images
  23 Jun 2019 0 repositories listed
• Providentia -- A Large-Scale Sensor System for the Assistance of Autonomous Vehicles and Its Evaluation
  16 Jun 2019 0 repositories listed
• Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones
  29 May 2019 0 repositories listed
• Robust Semantic Segmentation By Dense Fusion Network On Blurred VHR Remote Sensing Images
  7 Mar 2019 0 repositories listed
• First assessment of the plant phenology index (PPI) for estimating gross primary productivity in African semi-arid ecosystems
  21 Feb 2019 0 repositories listed
• Multitask Learning for Large-scale Semantic Change Detection
  19 Oct 2018 0 repositories listed
• DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn
  20 Sep 2018 0 repositories listed
• MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping
  29 Jun 2018 0 repositories listed
• Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning
  4 May 2018 0 repositories listed
• Automatic image annotation : the case of deforestation
  1 May 2018 0 repositories listed
• Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery
  7 Mar 2018 0 repositories listed
• Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders
  6 Feb 2018 0 repositories listed
• ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring
  15 Nov 2017 0 repositories listed
• Object Detection of Satellite Images Using Multi-Channel Higher-order Local Autocorrelation
  28 Jul 2017 0 repositories listed