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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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Enhanced Satellite Perspectives of Sea Surface Temperature and Air-Sea Interaction submission deadline 30 Sep 2025 | 2 articles | Viewed by 2727 | Submission Open
Keywords: sea surface temperature; extreme events (e.g.; atmospheric and oceanic heatwaves; low chlorophyll-a); climate change; air-sea interaction; biogeochemical cycle; large-scale teleconnection pattern; coral bleaching; sea ice concentration
(This special issue belongs to the Section Ocean Remote Sensing)
Carbon Sink Pattern and Land Spatial Optimization in Coastal Areas
edited by , Feili Wei and
submission deadline 30 Sep 2025 | 2 articles | Viewed by 1563 | Submission Open
Keywords: land and sea coordination; carbon sink; land-use/land-cover change; urbanization; model simulation; policy development; spatial mapping; coastal zone; climate change
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing in Natural Hazard Exploration and Impact Assessment submission deadline 30 Sep 2025 | 2 articles | Viewed by 1452 | Submission Open
Keywords: forest fires and erosion; pollution; climate changes; floods; earthquakes and active faults; liquefaction; pandemic situations; urban and coastal areas
(This special issue belongs to the Section Urban Remote Sensing)
Progress in Estimating, Monitoring, and Modelling Wildfire Fuel Loads Using Remote Sensing
edited by , Paulo Jose Murillo-Sandoval, Li Zhao and Colleen Bryant
submission deadline 30 Sep 2025 | 1 articles | Viewed by 1374 | Submission Open
Keywords: fuel loads; bushfires; wildfires; fuel flammability; fuel moisture content (FMC); live/dead fuel biochemistry; hyperspectral imagery; fire monitoring
(This special issue belongs to the Section Environmental Remote Sensing)
Multi-Scale Remote Sensing and Machine Learning for Hydrological Modeling
edited by Jun Liu and
submission deadline 30 Sep 2025 | 1 articles | Viewed by 1174 | Submission Open
Keywords: spatial hydrology; large-scale modeling; inland water bodies; land– atmosphere interaction; data assimilation; remote sensing; machine learning; calibration
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing for Structural Monitoring and Assessment of Constructions
edited by
submission deadline 30 Sep 2025 | 1 articles | Viewed by 1049 | Submission Open
Keywords: structural health monitoring; satellite data; structural assessment; structural analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Enhancing Vegetation and Water Use Management through Earth Observation
edited by , Xiaoping Wang, and Xu Ma
submission deadline 30 Sep 2025 | 1 articles | Viewed by 996 | Submission Open
Keywords: remote sensing observation of land surface parameters; soil water content; vegetation parameters; water resources; evapotranspiration; ecological process model; hydrological model
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing Applications for Forest Ecosystem Monitoring and Spatial Modeling (2nd Edition)
edited by and
submission deadline 30 Sep 2025 | 1 articles | Viewed by 993 | Submission Open
Keywords: forest inventory; landscape modeling; feature and pattern detection; long-term monitoring; image analysis; point cloud analysis; data fusion
(This special issue belongs to the Section Forest Remote Sensing)
Unmanned Aerial Vehicle-Based Inspection in Infrastructure Maintenance
edited by , Wujiao Dai, Jiangpeng Shu and Qian Fan
submission deadline 30 Sep 2025 | 1 articles | Viewed by 857 | Submission Open
Keywords: unmanned aerial vehicle (UAV); infrastructure maintenance; remote sensing; inspection; LiDAR; thermal imaging; machine vision; structural health monitoring; multi-sensor technologies; deep learning
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Remote Sensing Monitoring of Post-Disturbance Forest Recovery submission deadline 30 Sep 2025 | 1 articles | Viewed by 448 | Submission Open
Keywords: forest disturbance; forest recovery; forest resilience; forest regrowth; canopy structure; forest composition; forest service; productivity and biomass; recovery trajectory; disturbance regime; disturbance severity; big data and artificial intelligence; remote sensing application; forest management
(This special issue belongs to the Section Ecological Remote Sensing)
Advances in Cryosphere Monitoring: Integrating Multi-Source Remote Sensing and AI Technologies
edited by Puyu Wang, and Xuejiao Wu
submission deadline 30 Sep 2025 | Viewed by 430 | Submission Open
Keywords: cryosphere; remote sensing; AI technology; glacier monitoring; snow cover; permafrost observation; climate change impacts
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing Technologies in Precision Agriculture: From Ground Vehicles to Aerial and Handheld Platforms
edited by Renato Herrig Furlanetto, Xu 'Kevin' Wang, and
submission deadline 30 Sep 2025 | Viewed by 338 | Submission Open
Keywords: precision agriculture; crop monitoring; AI techniques
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Artificial Intelligence in Hyperspectral Remote Sensing Data Analysis
edited by , and
submission deadline 30 Sep 2025 | Viewed by 250 | Submission Open
Keywords: spectral-spatial representation learning; multimodal fusion & explainable  AI; hyperspectral unmixing & mixed pixel analysis; intelligent remote sensing applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Point Cloud Data Analysis and Applications submission deadline 30 Sep 2025 | Viewed by 147 | Submission Open
Keywords: point clouds processing; geospatial digital twin modeling; data fusion
(This special issue belongs to the Section Engineering Remote Sensing)
Advancements in Remote Sensing for Sustainable Agriculture (Second Edition)
edited by , Kun Wang and
submission deadline 30 Sep 2025 | Viewed by 143 | Submission Open
Keywords: remote sensing; sustainable agriculture; precision farming; crop monitoring; environmental impact; land use change; crop growth model; water resource management; machine learning; artificial intelligence; decision support systems
Advances in Sensor Design and Algorithm Development for Cloud Remote Sensing
edited by Zhonghui Tan, Weihua Ai and
submission deadline 30 Sep 2025 | Viewed by 135 | Submission Open
Keywords: clouds and precipitation; sensor design; algorithm; radar simulator; satellite simulator; extreme weather
(This special issue belongs to the Section Atmospheric Remote Sensing)
Advances in Forest Degradation and Deforestation Monitoring with AI and Multi-Source Remote Sensing Data submission deadline 30 Sep 2025 | Viewed by 101 | Submission Open
Keywords: vegetation dynamics; vegetation structure parameters; multi-source remote sensing; artificial intelligence; radiative transfer model; smart forestry
(This special issue belongs to the Section Forest Remote Sensing)
Advances in the Remote Sensing of Crop Phenology and Production Monitoring Under Environmental Constraints
edited by Xin Zhao, and Sanai Li
submission deadline 30 Sep 2025 | Viewed by 97 | Submission Open
Keywords: crop phenology; crop production; environmental constraints; agricultural remote sensing; algorithm development; time series analysis; precision agriculture; yield prediction; crop monitoring
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
AI-Driven Hyperspectral Remote Sensing of Atmosphere and Land
edited by Chunqiang Wu, , , Chunshan Li and
submission deadline 30 Sep 2025 | Viewed by 96 | Submission Open
Keywords: deep learning for remote sensing; hyperspectral remote sensing; retrieval of atmospheric parameter  ; land surface monitoring hyperspectral sounder and imager applications
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing and Smart Forestry (Third Edition) submission deadline 30 Sep 2025 | Viewed by 94 | 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)
Remote Sensing for Natural and Urban Scene Understanding and Applications
edited by , Jinhu Wang, Yueqian Shen, and
submission deadline 30 Sep 2025 | Viewed by 90 | Submission Open
Keywords: remote sensing; point clouds; 3D scene understanding; object extraction; classification; environmental monitoring; urban planning
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Methods and Technical Developments in Geohazard Early Warning
edited by , and Zhijie Zhang
submission deadline 30 Sep 2025 | Viewed by 83 | Submission Open
Keywords: remote sensing; satellite data; natural hazards; early warning; disaster risk reduction; SAR/InSAR; UAV; LiDAR; GNSS
(This special issue belongs to the Section Earth Observation for Emergency Management)
Machine Learning and GeoAI for Remote Sensing Environmental Monitoring (2nd Edition)
edited by Haomin Yu and
submission deadline 30 Sep 2025 | Viewed by 78 | Submission Open
Keywords: spatio-temporal analysis; multi-source data fusion; environmental monitoring; predictive analytics; air quality monitoring; cloud pattern recognition; atmospheric remote sensing; transportation impact assessment; traffic-related air pollution
(This special issue belongs to the Section Environmental Remote Sensing)
Artificial Intelligence for Ocean Remote Sensing (Second Edition) submission deadline 30 Sep 2025 | Viewed by 64 | Submission Open
Keywords: ocean remote sensing; artificial intelligence; machine learning and deep learning; big data mining; data-driven models; ocean processes; ocean color and environment; coastal environment and disasters
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing Advances in Urban Traffic Monitoring (Second Edition) submission deadline 30 Sep 2025 | Viewed by 61 | Submission Open
Keywords: urban traffic monitoring; traffic data fusion; road network congestion; UAVs; image processing; road infrastructure; deep learning
(This special issue belongs to the Section Urban Remote Sensing)
Advances in Multi-Frequency GNSS High-Precision Positioning and Navigation Technology
edited by , and
submission deadline 30 Sep 2025 | Viewed by 56 | Submission Open
Keywords: multi-frequency GNSS; high-precision positioning; ambiguity resolution; RTK/PPP/PPP-RTK; GNSS integrity; inter-frequency bias estimation/calibration; multi-frequency GNSS bias product estimation
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Spatiotemporal Variability in Hydrologic Systems from GRACE, Remote Sensing, and Climate Data
edited by Karem Abdelmohsen
submission deadline 30 Sep 2025 | Viewed by 45 | Submission Open
Keywords: GRACE/GRACE-FO; remote sensing in hydrology; terrestrial water storage (TWS); groundwater recharge; precipitation patterns; climate change impacts; wind regime shifts; hydrological modeling; data assimilation and downscaling; water resource management
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Oceans from Space V
edited by
submission deadline 1 Oct 2025 | 8 articles | Viewed by 23723 | Submission Open
Keywords: ocean observations; marine environment; oceanographic missions; satellite; and sensors; data cal-val; processing algorithms; and model assimilation; sea parameters and processes; bio-geo-chemical cycles; and ecological status.
(This special issue belongs to the Section Ocean Remote Sensing)
New Advances of Space Gravimetry in Climate and Hydrology Studies
edited by , and Lucia Seoane
submission deadline 1 Oct 2025 | Viewed by 81 | Submission Open
Keywords: GRACE; GRACE-FO; global hydrology; extreme hydro-climatic events; ocean circulation; coastal ocean model; groundwater; warning systems
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
BDS/GNSS for Earth Observation (Third Edition)
edited by and Chen Wang
submission deadline 1 Oct 2025 | Viewed by 73 | Submission Open
Keywords: GNSS; NRTK; PPP; geodesy; geohazards; GNSS meteorology; GNSS ionosphere; GNSS reflectometry; GNSS small satellite; GNSS for autonomous space navigation; GNSS in precision farming (PF); GNSS interference detection
(This special issue belongs to the Section Engineering Remote Sensing)
Synthetic Aperture Radar (SAR) Remote Sensing for Civil and Environmental Applications submission deadline 10 Oct 2025 | 1 articles | Viewed by 968 | Submission Open
Keywords: synthetic aperture radar; microwave remote sensing; PolSAR/PolInSAR; tomographic SAR; backscattering modeling; environmental monitoring
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing of Land Surface Temperature: Retrieval, Modeling, and Applications
edited by Zihan Liu, , Kangning Li and Lluís Pérez-Planells
submission deadline 13 Oct 2025 | 5 articles | Viewed by 5400 | Submission Open
Keywords: thermal infrared remote sensing; land surface temperature (LST); urban thermal environment; climate change; urbanization; agriculture application
(This special issue belongs to the Section Atmospheric Remote Sensing)
Photogrammetry Meets AI submission deadline 15 Oct 2025 | 6 articles | Viewed by 43548 | Submission Open
Keywords: photogrammetry; machine/deep learning; structure from motion; 3D reconstruction; NeRF; data integration and fusion; quantitative analyses and comparisons
(This special issue belongs to the Section AI Remote Sensing)
Big Earth Data and Sustainable Development Goals (SDGs) Multi-Objectives Comprehensive Evaluation
edited by Lanwei Zhu, , and
submission deadline 15 Oct 2025 | 10 articles | Viewed by 25252 | Submission Open
Keywords: big earth data; SDGs; multi-objective comprehensive evaluation; remote sensing; geospatial analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Applications of Remote Sensing in Landscape Archaeology submission deadline 15 Oct 2025 | 7 articles | Viewed by 14830 | Submission Open
Keywords: landscape archaeology; remote sensing big data; settlement ecology; environmental archaeology; land use land cover; GIS
(This special issue belongs to the Section Environmental Remote Sensing)
Technologies for Heritage Knowledge and Preservation: 3D Point Cloud Modelling, GIS, HBIM, Simulation, Immersive Experiences submission deadline 15 Oct 2025 | 3 articles | Viewed by 11981 | Submission Open
Keywords: 3D point cloud modelling; historic building information modelling; geographic information system; terrestrial laser scanning; unmanned aerial vehicle; structure-from-motion; semantic segmentation; data fusion; simulation and non-destructive testing; game engine
Remote Sensing and GIS-Based Innovative Techniques for Confronting Land Subsidence and Landslides submission deadline 15 Oct 2025 | 3 articles | Viewed by 9484 | Submission Open
Keywords: remote sensing; GIS; land subsidence; landslides; modeling; machine learning; VGI
(This special issue belongs to the Section Environmental Remote Sensing)
Recent Progress in Understanding Global Sea Level Rise Using Space and Earth Observations
edited by , , , , , Jean Philippe Montillet and
submission deadline 15 Oct 2025 | 5 articles | Viewed by 9247 | Submission Open
Keywords: sea level change; tide gauge; satellite altimetry; GNSS; GRACE; satellite gravity; global geodetic observing system; big data; artificial intelligence; environmental loading model
(This special issue belongs to the Section Environmental Remote Sensing)
Stereoscopic Remote Sensing of Air Pollutants: Emission, Formation, and Transport submission deadline 15 Oct 2025 | 4 articles | Viewed by 7981 | Submission Open
Keywords: satellite remote sensing; ground-based remote sensing; atmospheric pollutants; source analysis; greenhouse gases
(This special issue belongs to the Section Atmospheric Remote Sensing)
Geospatial Artificial Intelligence (GeoAI) in Remote Sensing
edited by , Wanxuan Lu, Lingqiao Liu and Shucheng You
submission deadline 15 Oct 2025 | 5 articles | Viewed by 7821 | Submission Open
Keywords: remote sensing foundation models with GeoAI; deep neural networks combining RS properties or geospatial knowledge; robust architectures for multiple geospatial tasks; GeoAI for remote sensing forecasting tasks; high-quality and large-scale datasets for remote sensing foundation models; applications such as smart cities; land-cover and ocean observation; environmental monitoring; and sustainable development
(This special issue belongs to the Section Engineering Remote Sensing)
Application of Remote Sensing to Flood and Drought Analysis, Monitoring and Risk Management
edited by
submission deadline 15 Oct 2025 | 5 articles | Viewed by 7376 | Submission Open
Keywords: precipitation; floods; droughts; extreme precipitation events; natural hazards; hydrology
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing of Atmospheric Vertical Profile—Air Quality, Pollution and Aerosol Optical Properties
edited by Min Xie, and Bingliang Zhuang
submission deadline 15 Oct 2025 | 6 articles | Viewed by 5687 | Submission Open
Keywords: atmospheric vertical profile; aerosol optical properties; aerosol transportation; aerosol radiative effect; aerosol-cloud microphysics effects; boundary layer pollution; remote sensing retrieval algorithms; machine learning applications in remote sensing
(This special issue belongs to the Section Atmospheric Remote Sensing)
Dynamic Monitoring of Forest Resources Based on Multi-Source Remote Sensing Data submission deadline 15 Oct 2025 | 3 articles | Viewed by 5256 | Submission Open
Keywords: multi-source remote sensing data; dynamic monitoring of forest resources; data fusion; machine learning; deep learning; OBIA; precision forestry; multi-temporal remote sensing data; aboveground biomass and carbon stock; near real-time (NRT) forest monitoring
(This special issue belongs to the Section Environmental Remote Sensing)
Advanced HRWS Spaceborne SAR: System Design and Signal Processing
edited by , Daiyin Zhu, Xinhua Mao, , and Yashi Zhou
submission deadline 15 Oct 2025 | 4 articles | Viewed by 4257 | Submission Open
Keywords: spaceborne synthetic aperture radar; HRWS SAR system design; high-resolution SAR imaging method; ambiguity suppression; SAR waveform design; beamforming
(This special issue belongs to the Section Remote Sensing Image Processing)
Applications of Remote Sensing in the Monitoring of the Mountain Cryosphere
edited by Pedro Fidel Espín-López, Massimiliano Barbolini and
submission deadline 15 Oct 2025 | 3 articles | Viewed by 3625 | Submission Open
Keywords: snow cover; glaciers; remote sensing; permafrost; snow avalanches; climate change; water management; hyperspectral; black carbon
(This special issue belongs to the Section Environmental Remote Sensing)
Applications of AI and Remote Sensing in Urban Systems II submission deadline 15 Oct 2025 | 2 articles | Viewed by 3343 | Submission Open
Keywords: land use/cover change; urban systems; image processing; google earth engine; thermal remote sensing; open data; big data; artificial intelligence
(This special issue belongs to the Section Urban Remote Sensing)
Innovative Geospatial Information and Earth Observation (GEO) Techniques for Sustainable Development
edited by Chao Yang, Jie Chen, , Liang Hong and
submission deadline 15 Oct 2025 | 3 articles | Viewed by 2974 | Submission Open
Keywords: earth observation; geospatial sensor web; citizen sensing; sustainable transport; land use change; urban resilience; nature-based solutions
(This special issue belongs to the Section Engineering Remote Sensing)
Image Fusion and Object Detection Using Multi-Modal Remote Sensing Data
edited by Bin Yang, Xin Ye and Jing Li
submission deadline 15 Oct 2025 | 2 articles | Viewed by 2953 | Submission Open
Keywords: image fusion; object detection; multi-modal data; deep learning; benchmark dataset; remote sensing data analysis
(This special issue belongs to the Section Remote Sensing Image Processing)
Problem-Driven Geospatial Data Acquisition, Tools and Applications in Earth Observation submission deadline 15 Oct 2025 | 2 articles | Viewed by 2714 | Submission Open
Keywords: geospatial technology; geospatial data acquisition; geographic information system (GIS); spatial analysis; earth observation; geospatial AI; big data analysis
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Advances in Remote Sensing and Digital Twin Technologies for Transportation Infrastructure
edited by and
submission deadline 15 Oct 2025 | 1 articles | Viewed by 2605 | Submission Open
Keywords: transportation infrastructure; road extraction; traffic network; transportation infrastructure; remote sensing; InSAR; AI; digital twin
(This special issue belongs to the Section Engineering Remote Sensing)
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