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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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Global Navigation Satellite System (GNSS) for Civil Aviation
edited by , Eugene Bang, Fuxin Yang and
submission deadline 31 May 2026 | Viewed by 354 | Submission Open
Keywords: multi-constellation global navigation satellite system; air navigation; integrity monitoring; global navigation satellite system jamming and spoofing; atmospheric delay; integrated positioning; fault detection and exclusion; precise positioning; machine learning; LEO navigation
(This special issue belongs to the Section Engineering Remote Sensing)
Aerosol–Cloud–Precipitation Interaction: Challenges and Advances
edited by , Lili Zhang and
submission deadline 31 May 2026 | Viewed by 314 | Submission Open
Keywords: aerosol; cloud; satellite remote sensing; machine learning; climate effects; cloud detection; atmospheric particulate matter; dust; air quality; environment and health
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Observation Methods for Leaf Area Index (LAI)
edited by Weiliang Fan, and Meihong Fang
submission deadline 31 May 2026 | Viewed by 222 | Submission Open
Keywords: leaf area index; canopy structure; ground-based observation; satellite-based remote sensing; remote sensing inversion; ground-based remote sensing platform; remote sensing modeling
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing Monitoring of Conservation Tillage submission deadline 31 May 2026 | Viewed by 139 | Submission Open
Keywords: conservation tillage; crop residue cover; remote sensing; tillage classification; spatiotemporal fusion; machine learning; sustainable agriculture; precision farming
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advanced Applications of Artificial Intelligence in Remote Sensing Image Recognition (2nd Edition)
edited by Dong Ren, Huiqin Ma, Hang Sun and Li Liu
submission deadline 31 May 2026 | Viewed by 24 | Submission Open
Keywords: remote sensing; deep learning; remote sensing image interpretation; object detection; change detection; data fusion; environmental monitoring; remote sensing image quality enhancement and restoration  
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing-Driven Advances from Mesoscale to Convective-Scale Predictions: Process Modelling, Observations, Data Assimilation and Machine Learning
edited by and
submission deadline 15 Jun 2026 | Submission Open
Keywords: mesoscale convective systems; data assimilation; numerical modelling; physical mechanisms; artificial intelligence
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing and Associated Artificial Intelligence in Agricultural Applications (2nd Edition) submission deadline 30 Jun 2026 | 4 articles | Viewed by 4606 | Submission Open
Keywords: remote sensing; agricultural application; common agricultural policy (CAP); precision agriculture; machine learning; service prototype development; crop monitoring; crop detection; deep learning; artificial intelligence; crop classification; yield prediction; GIS application; precision farming; remotely piloted aircraft systems (RPASs); image segmentation
(This special issue belongs to the Section AI Remote Sensing)
GNSS and Multi-Sensor Integrated Precise Positioning and Applications
edited by , , Peiyuan Zhou and
submission deadline 30 Jun 2026 | 3 articles | Viewed by 3220 | Submission Open
Keywords: GNSS; multi-sensors integration; integration algorithms; cooperative positioning; challenging environments; precise positioning; robust positioning
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing of Climate Change Influences on Urban Ecology submission deadline 30 Jun 2026 | 1 articles | Viewed by 1394 | Submission Open
Keywords: urban ecology; climate change; nature-based solutions; urban wetlands; green infrastructure; environmental justice; urban forestry; remote sensing; ecosystem services; urban sustainability; urban biodiversity
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in High-Resolution Crop Mapping at Large Spatial Scales
edited by and Pengliang Wei
submission deadline 30 Jun 2026 | Viewed by 436 | Submission Open
Keywords: high-resolution crop mapping; remote sensing for agriculture; large-scale crop monitoring; multi-source satellite data; crop classification; machine learning in agriculture; temporal dynamics of crops; agricultural change detection; precision agriculture; remote sensing applications in food security
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Remote Sensing for Burned Area Mapping submission deadline 30 Jun 2026 | Viewed by 187 | Submission Open
Keywords: burn areas’ detection and mapping; geo-informatics; fire severity; fire regime; biomass loss; wildland– urban interface (WUI) fires; three-dimensional modeling; image processing
(This special issue belongs to the Section Earth Observation for Emergency Management)
Applications of Remote Sensing in Hydrology and Ecology: Observations, Methods, and Innovations
edited by , and
submission deadline 30 Jun 2026 | Viewed by 77 | Submission Open
Keywords: remote sensing; hydrological modelling; data assimilation; machine learning; climate extremes monitoring; ground water storage; surface water dynamics
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing and In-Situ Characterization of Desert Dust Outbreaks: From Sources to Climate Impact submission deadline 30 Jun 2026 | Viewed by 52 | Submission Open
Keywords: remote sensing; desert dust; atmospheric aerosols; climate change; sensing techniques; dust outbreak; health effects; nutrient transport; trace elements transport
(This special issue belongs to the Section Environmental Remote Sensing)
Neural Networks and Deep Learning for Satellite Image Processing
edited by Jinsong Chen, , and Yue Xu
submission deadline 15 Jul 2026 | 1 articles | Viewed by 1163 | Submission Open
Keywords: forest canopy structure or parameter retrieval; deep learning; land cover and land use mapping; transfer learning; matric learning; transferability assessment; cloud removal; spatial-temporal image fusion; parameter efficient fine-tuning; change detection; object recognition; super resolution
(This special issue belongs to the Section Remote Sensing Image Processing)
Root-Zone Soil Moisture Retrieval and Applications from Remote Sensing Measurements
edited by , Bertrand Bonan and
submission deadline 31 Jul 2026 | 2 articles | Viewed by 5406 | Submission Open
Keywords: root-zone; soil moisture; data assimilation; machine learning; remote sensing; observations; vegetation
(This special issue belongs to the Section Environmental Remote Sensing)
Deep Learning Techniques and Applications of MIMO Radar Theory
edited by
submission deadline 31 Jul 2026 | 3 articles | Viewed by 3567 | Submission Open
Keywords: deep learning; MIMO radar; signal processing; target detection and classification; target tracking; parameter estimation; data fusion; multi-sensor collaboration; generative model and LLM; image reconstruction; super resolution
(This special issue belongs to the Section AI Remote Sensing)
Advances in Hyperspectral Remote Sensing Image Processing: 2nd Edition
edited by and
submission deadline 31 Aug 2026 | 4 articles | Viewed by 6323 | Submission Open
Keywords: remote sensing; hyperspectral image; feature extraction; image processing; image analysis; artificial intelligence; image classification; information fusion
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing Satellites Calibration and Validation: 2nd Edition
edited by Yonghua Jiang, and Litao Li
submission deadline 31 Aug 2026 | 1 articles | Viewed by 788 | Submission Open
Keywords: new calibration method; accuracy of satellite calibration; challenge of satellite calibration
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
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