SOTAVerified

Earth Observation

Earth Observation (EO) refers to the use of remote sensing technologies to monitor land, marine (seas, rivers, lakes) and atmosphere. Satellite-based EO relies on the use of satellite-mounted payloads to gather imaging data about the Earth’s characteristics. The images are then processed and analyzed in order to extract different types of information that can serve a very wide range of applications and industries.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 518 papers

TitleStatusHype
Event-based Star Tracking under Spacecraft Jitter: the e-STURT Dataset—0
Spiking Neural Networks for SAR Interferometric Phase Unwrapping: A Theoretical Framework for Energy-Efficient Processing—0
Explainable AI for Earth Observation: Current Methods, Open Challenges, and Opportunities—0
Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks—0
Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping—0
A Perspective on Gaussian Processes for Earth Observation—0
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery—0
Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation—0
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics—0
Advancements in Data Processing and Calibration for the Hyperspectral Imaging Satellite (HySIS)—0
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation—0
Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection—0
Feature Spectrum Learning for Remote Sensing Change Detection—0
Fewshot learning on global multimodal embeddings for earth observation tasks—0
First assessment of the plant phenology index (PPI) for estimating gross primary productivity in African semi-arid ecosystems—0
Adaptive and Robust Image Processing on CubeSats—0
FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping—0
FlexiMo: A Flexible Remote Sensing Foundation Model—0
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory—0
Forest aboveground biomass estimation using GEDI and earth observation data through attention-based deep learning—0
Foundation Models for Remote Sensing: An Analysis of MLLMs for Object Localization—0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation—0
Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones—0
Standardized Analysis Ready (STAR) data cube for high-resolution Flood mapping using Sentinel-1 data—0
Gaussian Anamorphosis for Ensemble Kalman Filter Analysis of SAR-Derived Wet Surface Ratio Observations—0
Gaussian Splatting for Efficient Satellite Image Photogrammetry—0
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing—0
A novel fusion of Sentinel-1 and Sentinel-2 with climate data for crop phenology estimation using Machine Learning—0
Statistical Learning for End-to-End Simulations—0
Generating Synthetic Oracle Datasets to Analyze Noise Impact: A Study on Building Function Classification Using Tweets—0
Generative Adversarial Training for Weakly Supervised Cloud Matting—0
Super-Resolution of PROBA-V Images Using Convolutional Neural Networks—0
Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation—0
GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots—0
Geometric Correction and Mosaic Generation of Geo High Resolution Camera Images—0
GEOSCAN: Global Earth Observation using Swarm of Coordinated Autonomous Nanosats—0
Geospatial Foundation Models to Enable Progress on Sustainable Development Goals—0
A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification—0
Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space—0
Global High Categorical Resolution Land Cover Mapping via Weak Supervision—0
Gradient-based Automatic Look-Up Table Generator for Atmospheric Radiative Transfer Models—0
A Novel Full-Polarization SAR Images Ship Detector Based on the Scattering Mechanisms and the Wave Polarization Anisotropy—0
SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection—0
Tensor Representation and Manifold Learning Methods for Remote Sensing Images—0
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data—0
High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production—0
Multitask Learning for Large-scale Semantic Change Detection—0
How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning—0
Show:102550
← PrevPage 6 of 11Next →

No leaderboard results yet.