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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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Advanced Remote Sensing Technologies for Soil Erosion Mapping and Modeling
edited by , Xihua Yang and
submission deadline 30 Jun 2026 | Viewed by 5 | Submission Open
Keywords: soil erosion; remote sensing; RUSLE; gully erosion; land degradation; machine learning; GIS; UAV; sediment yield; conservation practices
(This special issue belongs to the Section Environmental Remote Sensing)
Multi-Source Remote Sensing and Foundation Models for Advanced Vegetation Mapping and Ecosystem Service Assessment
edited by Jianhong Liu, Clement Atzberger, Peijun Sun, Xianfeng Liu and Donghai Zhang
submission deadline 30 Jun 2026 | Viewed by 3 | Submission Open
Keywords: multi-source remote sensing; foundation model; vegetation mapping and monitoring; sensor fusion; lidar– optical– sar integration; ecosystem service assessment; shallow to deep machine learning; time-series analysis; multi-sensor uav-based vegetation monitoring; land surface phenology and phenology-driven mapping; cross-scale modeling and uncertainty assessment
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Neural Networks and Deep Learning for Satellite Image Processing
edited by Jinsong Chen, , and Yue Xu
submission deadline 15 Jul 2026 | 2 articles | Viewed by 2305 | 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)
Remote Sensing Applications in Urban Environment and Climate
edited by , , Ying-Bao Yang and Zhengyuan Zhu
submission deadline 31 Jul 2026 | 5 articles | Viewed by 8031 | Submission Open
Keywords: land use/cover change; urban climate; urban sustainability; urban extreme events; environmental inequality; human– environmental interactions; urban ecology; building energy use
(This special issue belongs to the Section Urban Remote Sensing)
Deep Learning Techniques and Applications of MIMO Radar Theory
edited by
submission deadline 31 Jul 2026 | 3 articles | Viewed by 7086 | 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)
Root-Zone Soil Moisture Retrieval and Applications from Remote Sensing Measurements
edited by , Bertrand Bonan and
submission deadline 31 Jul 2026 | 3 articles | Viewed by 6965 | 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)
Applications of Unmanned Aerial Remote Sensing in Precision Agriculture
edited by Erica Isabella Parisi and
submission deadline 31 Jul 2026 | 4 articles | Viewed by 5193 | Submission Open
Keywords: precision agriculture; unmanned aerial systems (UASs); remote sensing; crop monitoring; soil analysis; irrigation management; multi-spectral imaging; hyper-spectral imaging; thermal imaging; machine learning; environmental impact; data fusion
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing and Non-Destructive Testing Solutions for Sustainable Development and Urban Resilience
edited by , Atiyeh Ardakanian and
submission deadline 31 Jul 2026 | 1 articles | Viewed by 1617 | Submission Open
Keywords: remote sensing; non-destructive testing; urban resilience; sustainable development; environmental monitoring; disaster preparedness; urban infrastructure; climate adaptation; resource management; smart cities
(This special issue belongs to the Section Urban Remote Sensing)
Observation of Optical and Radiative Properties of Atmospheric Aerosols by Ground-Based Remote Sensing Measurements
edited by , Kai Wu, Hongrong Shi and
submission deadline 31 Jul 2026 | 1 articles | Viewed by 835 | Submission Open
Keywords: atmospheric aerosols; ground-based remote sensing; aerosol optical properties; radiative transfer modeling; lidar measurements; radiative forcing; sun photometry; long-term monitoring; data validation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Modelling and Measuring Snow Cover and Snow Albedo submission deadline 31 Jul 2026 | 2 articles | Viewed by 684 | Submission Open
Keywords: snow cover; snow albedo; light-absorbing particles; radiative forcing; Earth radiation budget
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing and Smart Forestry (Third Edition) submission deadline 31 Jul 2026 | Viewed by 431 | Submission Open
Keywords: remote sensing; smart forestry; intelligent forestry; forestry technology; virtual reality; artificial intelligence; image processing; remote sensing classification; LiDAR application in forestry
(This special issue belongs to the Section Ecological Remote Sensing)
Atmospheric Environmental Remote Sensing, Data Assimilation and Numerical Simulation submission deadline 15 Aug 2026 | Viewed by 40 | Submission Open
Keywords: atmospheric remote sensing; data assimilation; numerical simulation; air quality; aerosol– cloud– radiation interaction; emission estimation; data fusion; machine learning
(This special issue belongs to the Section Atmospheric Remote Sensing)
Monitoring of Volcanoes and Earthquakes with SAR and Satellite submission deadline 30 Aug 2026 | Viewed by 232 | Submission Open
Keywords: volcano monitoring; earthquake monitoring; thermal anomalies; ground deformation; geohazards; machine learning for geohazards
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Advances in Hyperspectral Remote Sensing Image Processing: 2nd Edition
edited by and
submission deadline 31 Aug 2026 | 5 articles | Viewed by 9656 | 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)
Precipitation Estimations Based on Satellite Observations submission deadline 31 Aug 2026 | 2 articles | Viewed by 4269 | Submission Open
Keywords: precipitation estimation; satellite observations; remote sensing; algorithm development; validation and calibration; climate applications
(This special issue belongs to the Section Environmental Remote Sensing)
Multi-Source Atmospheric Remote Sensing: Enabling High-Precision Meteorological Monitoring and Forecasting
edited by , Donglian Sun, Yonghong Zhang, and
submission deadline 31 Aug 2026 | 5 articles | Viewed by 3818 | Submission Open
Keywords: multi-source atmospheric remote sensing; meteorological monitoring; high-resolution vertical sounding; data fusion and assimilation; AI-driven analytics; extreme weather prediction; low-altitude economy meteorology; air quality monitoring; numerical weather prediction
(This special issue belongs to the Section Atmospheric Remote Sensing)
Advanced Remote Sensing Approaches for Multi-Scale Atmospheric Components Monitoring and Impact Assessment
edited by , Bing Chen, , and
submission deadline 31 Aug 2026 | 4 articles | Viewed by 3538 | Submission Open
Keywords: aerosols; clouds; trace gases; multi-scale remote sensing; lidar; satellite; radiative transfer; atmospheric inversion; multi-source data fusion
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Satellites Calibration and Validation: 2nd Edition
edited by Yonghua Jiang, and Litao Li
submission deadline 31 Aug 2026 | 2 articles | Viewed by 1647 | 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)
Applications of Advanced Computational Technologies and Algorithms for Spatiotemporal Analysis in the Artificial Intelligence Era
edited by Wenwu Tang, and
submission deadline 31 Aug 2026 | Viewed by 366 | Submission Open
Keywords: big spatiotemporal data; advanced computational technologies and algorithms; spatial analysis and modeling; artificial intelligence applications; land systems
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Geodesy for Geohazards with AI Techniques submission deadline 31 Aug 2026 | Viewed by 272 | Submission Open
Keywords: GNSS; gravity; InSAR; geodetic observations; geohazards; extreme events; artificial intelligence
(This special issue belongs to the Section Earth Observation for Emergency Management)
Application of Satellite Data for Lightning Mapping submission deadline 31 Aug 2026 | Viewed by 258 | Submission Open
Keywords: lightning; lightning climatology; spaceborne sensors; forecasting; nowcasting; GLM; LMI; LI; lightning mapping
(This special issue belongs to the Section Atmospheric Remote Sensing)
State-of-the-Art Remote Sensing in Precipitation and Thunderstorm
edited by and
submission deadline 31 Aug 2026 | Submission Open
Keywords: severe convective weather; thunderstorm gale; hail; short term heavy precipitation; nowcasting; artificial intelligence
(This special issue belongs to the Section Atmospheric Remote Sensing)
Advances in Far-to-Near-Infrared Quantitative Spectroscopy and Application to Remote Sensing, in Honor of Prof. Carmine Serio
edited by , Tiziano Maestri and
submission deadline 20 Nov 2026 | Viewed by 78 | Submission Open
Keywords: radiative transfer of Earth and planetary atmospheres; far and thermal infrared spectroscopy and applications; remote sensing of surface and atmospheric parameters (including clouds and aerosols); greenhouse gases assessment from satellite; air quality; forward models; inverse problems; instrument characterization
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Application of Advanced Remote Sensing Techniques in Mining Areas submission deadline 31 Dec 2026 | 5 articles | Viewed by 8697 | Submission Open
Keywords: high-resolution remote sensing; optical data; SAR images; surface/open-pit mining; disturbances; coal waste dumps; mining subsidence area; land degradation; land reclamation and ecological restoration; active/abandoned mining; deep learning; change detection; Google Earth Engine
Emerging Remote Sensing Technologies in Coastal Observation submission deadline 31 Dec 2026 | 1 articles | Viewed by 842 | Submission Open
Keywords: AI foundation model; deep learning; machine learning; shoreline; coastal erosion; coastline; earth observation; satellite-derived shoreline; marine science; coastal vulnerability; sea level rise; tidal modeling
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
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