GRSL Special Streams

This is a list of all the special streams that have been published in GRSL.
A “Special Stream”, as opposed to a “Special Issue” where all the papers referring to a topic are published at once, is an ongoing stream of papers published on-line as soon as they are accepted, and appearing in multiple printed issues according to their acceptance date, with a common link across the issues.

Papers published in Special Streams are accessible via the Topics tab in IEEExplore.

Click on a link to see the overview page for the given issue.

Current and Upcoming Special Streams

• Intelligent Methods for Water-related Optics Imaging and Remote Sensing (Nov 10, 2024 – Feb 10, 2025)
• Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS) (Oct 1, 2024 – Jan 31, 2025)
• Restricted Label Learning for Remote Sensing Image Interpretation (Oct 1, 2024 – March 31, 2025)
• Foundation Models for Remote Sensing Applications (Dec 1, 2024 – Feb 28, 2025)

Closed Special Streams

• GRSS Special Stream on Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2024 – 37th Conference on Graphics, Patterns and Images
• Uncertainty-Aware and Robust Machine Learning for Remote Sensing 2023
• Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2023 – Conference on Graphics, Patterns and Images 2023
• Machine Learning in Remote Sensing towards the Sustainable Development Goals
• Explainable Machine Learning for Remote Sensing 2022
• Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2021 – Conference on Graphics, Patterns and Images 2021
• Fusion of Multimodal Remote Sensing Data for Analysis and Interpretation 2021
• IEEE 2020 International India Geoscience and Remote sensing Symposium (InGARSS2020) 2021
• Explainable AI4EO Training and Benchmarks: data sets, methodologies and tools 2021
• Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2020 – Conference on Graphics, Patterns and Images 2020
• Recent Advances in Geoscience and Remote Sensing: Technologies, Standards, and Applications 2020
• Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2019 – Conference on Graphics, Patterns, and Images 2019
• Intelligent and Cognitive Computing for Remote Sensing Image Acquisition and Interpretation 2019
• Advanced Processing for Multimodal Optical Remote Sensing Imagery 2018
• Transfer Learning in Remote Sensing 2018
• Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2018 – Conference on Graphics, Patterns and Images 2018
• Advanced Statistical Techniques in SAR Image Processing and Analysis 2018
• Advances in image processing for very high resolution optical remote sensing images 2017
• Deep Learning as Applied in Remote Sensing Imagery Interpretation (selected papers from the 2017 International Workshop on Remote Sensing with Intelligent Processing) 2017
• Pattern Recognition and Image Processing for Geoscience and Remote Sensing of the SIBGRAPI 2017 – Conference on Graphics, Patterns and Images 2017
• Remote Sensing: Learning and Computing 2017
• Mapping biophysical variables in relation to vegetation activity: A focus on agricultural landscapes with spatial heterogeneities. 2013
• Geographic Object-Based Image Analysis (GEOBIA). 2012
• Earth Observation and Remote Sensing Applications (EORSA). 2012
• Understanding the Heterogeneity of Soil Moisture and Evapotranspiration. 2014
• Analysis and applications of full-waveform lidar data. 2012
• Earth Observation and Remote Sensing Applications (EORSA). 2014
• Recent Advances in Synthetic Aperture Radar Remote Sensing – Systems, Data Processing, and Applications (APSAR), 2015