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Remote Sensing publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Multi-Modal Deep Learning for Remote Sensing Image Classification
edited by , and Cong Zhang
submission deadline 31 Jan 2027 | Viewed by 3 | Submission Open
Keywords: remote sensing image processing; computer vision; deep learning; image fusion; multi-modal learning
(This special issue belongs to the Section Remote Sensing Image Processing)
Advancing Synthetic Aperture Radar: Imaging, Processing, and Applications in Remote Sensing (Second Edition)
edited by Shiqi Xing and Penghui Ji
submission deadline 31 Jan 2027 | Submission Open
Keywords: Synthetic Aperture Radar (SAR); SAR imaging; SAR information processing; SAR signal processing; SAR image processing; digital beamforming
(This special issue belongs to the Section Remote Sensing Image Processing)
Vision–Language and Multimodal Foundation Models for Intelligent Remote Sensing Interpretation
edited by Yuxiang Xie, and
submission deadline 25 Feb 2027 | Viewed by 23 | Submission Open
Keywords: remote sensing intelligent interpretation; vision– language model; multimodal foundation model; open-world perception; geospatial artificial intelligence; multi-source remote sensing data; large model adaptation
(This special issue belongs to the Section Remote Sensing Image Processing)
Advances in Synthetic Aperture Radar (SAR) Imaging and Time-Varying Scattering Target Interaction: Innovation, Theory, and Applications
edited by , Junjie Wang, , and
submission deadline 28 Feb 2027 | 4 articles | Viewed by 2501 | Submission Open
Keywords: Synthetic Aperture Radar (SAR); Polarized Synthetic Aperture Radar (PolSAR); SAR imaging; SAR target feature extraction; SAR countermeasure; SAR target feature transformation; SAR target recognition
(This special issue belongs to the Section Engineering Remote Sensing)
Advances in Forest Aboveground Biomass Mapping Using Multi-Source Remote Sensing and Machine Learning
edited by , , Songyan Zhu and
submission deadline 28 Feb 2027 | 1 articles | Viewed by 795 | Submission Open
Keywords: forest aboveground biomass; optical; SAR; LiDAR; biomass mapping; machine learning; deep learning; forest carbon; data fusion
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing Spatiotemporal Fusion with Deep and Generative Models
edited by and
submission deadline 28 Feb 2027 | Viewed by 161 | Submission Open
Keywords: spatiotemporal fusion; remote sensing; deep learning; generative model; diffusion model; generative adversarial network (GAN); transformer architecture; time‑series reconstruction; multi‑source data fusion; high-spatiotemporal resolution monitoring
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing with LiDAR Point Clouds: From Semantic Segmentation to 3D Scene Understanding
edited by Kaiqi Liu, Wenshuai Hu and
submission deadline 28 Feb 2027 | Viewed by 154 | Submission Open
Keywords: point clouds; semantic segmentation; environment perception; deep learning; datasets; three-dimensional understanding
(This special issue belongs to the Section Remote Sensing Image Processing)
Multi-Source Remote Sensing Data Fusion for Hydrological Modelling submission deadline 28 Feb 2027 | Viewed by 86 | Submission Open
Keywords: hydrological modelling; multisource remote sensing; data fusion; machine learning and deep learning; data assimilation; uncertainty; flood inundation; drought
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Efficient Multimodal AI for Remote Sensing: From Observation Enhancement to Target-Aware Spatiotemporal Intelligence
edited by Xizhe Xue, Jiang He and
submission deadline 28 Feb 2027 | Viewed by 75 | Submission Open
Keywords: heterogeneous remote sensing observation enhancement; multimodal remote sensing image fusion; hyperspectral image restoration and super-resolution; spectral– spatial anomaly detection; target-aware remote sensing interpretation; prompt-guided target localization; vision-language remote sensing interpretation; lightweight remote sensing image understanding; moving target tracking and trajectory prediction; robust hyperspectral image classification
(This special issue belongs to the Section Remote Sensing Image Processing)
Earth Observation for Sustainable Development Goals (SDGs): From Environmental Monitoring to Social Indicators submission deadline 28 Feb 2027 | Viewed by 56 | Submission Open
Keywords: Earth observation; Sustainable Development Goals (SDGs); post-2030 sustainability frameworks; satellite missions; greenhouse gas monitoring; biodiversity and ecosystem monitoring; hyperspectral remote sensing; radar remote sensing; geospatial indicators; environmental and social indicators; post-2030 sustainability
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing for Global Wetland Mapping: Toward the Sustainable Development Goals
edited by
submission deadline 31 Mar 2027 | Viewed by 60 | Submission Open
Keywords: coastal wetland vulnerability; habitat quality; biodiversity modelling; multi-sensor data fusion; blue carbon; ecosystem services
(This special issue belongs to the Section Environmental Remote Sensing)
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