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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. The journal’s Editor-in-Chief and/or designated EBM 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. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Remote Sensing in Engineering Geology (Third Edition) submission deadline 30 Nov 2024 | Viewed by 18 | Submission Open
Keywords: engineering geology; ground subsidence; landslides monitoring; hydrogeology; ground deformation analyses; coastal engineering; natural hazards; remote sensing technologies
(This special issue belongs to the Section Engineering Remote Sensing)
Mapping Essential Elements of Agricultural Land Using Remote Sensing
edited by , Jilin Yang, Fei Li, and Wenzhi Zhao
submission deadline 30 Nov 2024 | Viewed by 12 | Submission Open
Keywords: agricultural land mapping; agricultural land parameter retrieval; yield estimation or forecasts; biomass in agricultural land; water use efficiency in agricultural land; plant biodiversity in agricultural land; plant growth model; deep learning
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing of Floods: Progress, Challenges and Opportunities (Second Edition) submission deadline 30 Nov 2024 | Viewed by 10 | Submission Open
Keywords: floods; flood monitoring; flood impact; flood damage; remote Sensing; progress; challenges; and opportunities; inland flooding; urban flooding; flash flooding; coastal flooding; optical remote sensing; RADAR remote sensing; hyperspectral remote sensing; spatial resolution; high/moderate/low spatial resolution; temporal resolution; high/moderate/low temporal resolution; space-borne remote sensing; air-borne remote sensing; drone/UAV; synthetic aperture radar (SAR); light detection and ranging (LIDAR); unmanned aerial vehicle (UAV); rainfall and runoff; hydrology; geospatial technology; spatial analysis; numerical model; hydrodynamic model; spatial decision support systems (SDSS); watershed model
(This special issue belongs to the Section Environmental Remote Sensing)
Geospatial Foundation Model in Urban Environments: Challenges and New Technologies (Second Edition)
edited by
submission deadline 30 Nov 2024 | Viewed by 1 | Submission Open
Keywords: urban environments; urban human mobility; urban socioeconomic sustainability; urban crime; SDGs; carbon neutrality; deep learning; foundation models; CNN; transformer model; GNN
(This special issue belongs to the Section Urban Remote Sensing)
Study on Hydrological Hazards Based on Multi-source Remote Sensing
edited by Jun Zhang, Shaonan Zhu and
submission deadline 30 Nov 2024 | Viewed by 1 | Submission Open
Keywords: multi-source remote sensing; hydrological hazards; flood monitoring; drought assessment; landslide risk; remote sensing data fusion; machine learning; climate change
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing of Aquatic Ecosystem Monitoring
edited by
submission deadline 30 Nov 2024 | Submission Open
Keywords: aquatic ecosystem; algal blooms; aquatic vegetation; artificial intelligence; mechanism; extreme events
(This special issue belongs to the Section Ecological Remote Sensing)
Remote Sensing in Environmental Modelling submission deadline 1 Dec 2024 | 7 articles | Viewed by 15626 | Submission Open
Keywords: process modelling; environmental informatics; climate change; ecology; forest; sustainability; resilience; ecoinformatics
(This special issue belongs to the Section Environmental Remote Sensing)
Recent Advances on Oceanic Mesoscale Eddies II
edited by and
submission deadline 1 Dec 2024 | 3 articles | Viewed by 1977 | Submission Open
Keywords: mesoscale ocean dynamics; satellite remote sensing; ocean in situ monitoring; ocean circulation; eddy resolving ocean models; eddy detection and tracking algorithms; AI applied to oceanic remote sensing analysis; marine ecosystems; physical– biological interactions
(This special issue belongs to the Section Ocean Remote Sensing)
Application of Remote Sensing Approaches in Geohazard Risk submission deadline 15 Dec 2024 | 4 articles | Viewed by 2229 | Submission Open
Keywords: satellite-; UAV-; and ground-based remote sensing approaches; landslides; debris flow; rockfall; subsidence; etc.; susceptibility and hazard mapping; geohazard detection; monitoring; and early warning; risk analysis and prediction; mechanisms of geohazard; Artificial Intelligence  
(This special issue belongs to the Section Earth Observation for Emergency Management)
Satellite Remote Sensing of Atmospheric Aerosols for Air Quality Applications (Second Edition)
edited by Seohui Park and
submission deadline 15 Dec 2024 | 1 articles | Viewed by 882 | Submission Open
Keywords: satellite remote sensing; atmospheric aerosols; air pollution; PM2.5; O3; NO2; methane; air quality monitoring and forecasting; atmospheric components; artificial intelligence; machine learning; deep learning; data assimilation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Machine Learning at the Edge and Optical Image Analysis and Classification in Remote Sensing
edited by , Zhong Xie, Sheng Hu and
submission deadline 15 Dec 2024 | Viewed by 114 | Submission Open
Keywords: deep learning; machine learning; remote sensing applications; classification segmentation; remote sensing interpretation; pattern recognition; height extraction; object detection; land use and land cover; vision transformer model; multi-source remote sensing data
(This special issue belongs to the Section Remote Sensing Image Processing)
Plant Disease Detection and Recognition Using Remotely Sensed Data
edited by and
submission deadline 15 Dec 2024 | Viewed by 91 | Submission Open
Keywords: remote sensing; plant disease detection; plant disease recognition; computer vision; machine learning; deep learning; image processing
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Applications and Opportunities of Remote Sensing in Fire Ecology submission deadline 15 Dec 2024 | Submission Open
Keywords: fire ecology; forest fire prevention; fire risk assessment and management; fire/smoke detection sensors and algorithms; fire/smoke modeling and prediction; burned area estimation; post-fire management and restoration
(This special issue belongs to the Section Ecological Remote Sensing)
Application of Remote Sensing in Coastline Monitoring
edited by Paolo Ciavola, Clara Armaroli and Juan Montes Pérez
submission deadline 16 Dec 2024 | Viewed by 163 | Submission Open
Keywords: coastal morphodynamics; coastal evolution; earth observation data; shoreline; coastal wetlands; dunes; rocky shores; satellite images; UAVs; video monitoring systems
(This special issue belongs to the Section Remote Sensing Image Processing)
Land Use Change Assessment Using Remote Sensing Technology submission deadline 20 Dec 2024 | Viewed by 413 | Submission Open
Keywords: land use; remote sensing image processing; satellite image; drone/UAV image
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing of Surface BRDF and Albedo submission deadline 24 Dec 2024 | 1 articles | Viewed by 1552 | Submission Open
Keywords: BRDF; albedo; multi-angle remote sensing; high resolution; estimation; radiative transfer simulation; UAV; measurement; application
(This special issue belongs to the Section Atmospheric Remote Sensing)
Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection II submission deadline 25 Dec 2024 | 9 articles | Viewed by 9183 | Submission Open
Keywords: remote sensing; target detection; artificial intelligence; machine learning; deep learning; object detection; new datasets
(This special issue belongs to the Section AI Remote Sensing)
Image Processing and Analysis: Trends in Registration, Data Fusion, 3D Reconstruction, and Change Detection (Third Edition)
edited by , and Luca Perfetti
submission deadline 30 Dec 2024 | Viewed by 67 | Submission Open
Keywords: image registration; change detection; 3D reconstruction; deep learning; hyperspectral; image matching; data/sensor fusion; object-based image analysis; pattern recognition; volume rendering
(This special issue belongs to the Section Remote Sensing Image Processing)
Innovative UAV and Satellite Technologies and Applications for Spatiotemporal Analysis submission deadline 30 Dec 2024 | Submission Open
Keywords: UAV and satellite mapping; spatiotemporal phenomena; geospatial technologies; geospatial artificial intelligence (GeoAI); aerial and satellite remote sensing; environmental change detection; multi-source data integration; high-resolution imagery; machine learning in geodata; natural disaster assessment
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing for Eco-Hydro-Environment
edited by , and Lei Wang
submission deadline 31 Dec 2024 | 6 articles | Viewed by 14525 | Submission Open
Keywords: multi-source remote sensing; eco-hydrological processes; landscape patterns; ecological processes; spatial and temporal variability; arid and semi-arid zones
(This special issue belongs to the Section Ecological Remote Sensing)
Remote Sensing and GIS in Freshwater Environments submission deadline 31 Dec 2024 | 8 articles | Viewed by 13443 | Submission Open
Keywords: GIS in water management; hydro-morpho-biodynamics of freshwater systems; data assimilation and big data; uncrewed aerial vehicles for monitoring freshwater systems; water quality; monitoring of natural and non-natural matter from above
(This special issue belongs to the Section Engineering Remote Sensing)
State-of-the-Art and Future Developments: Short-Range Radar
edited by , , Shunqiao Sun and Pu Wang
submission deadline 31 Dec 2024 | 7 articles | Viewed by 6142 | Submission Open
Keywords: short-range radar; object detection; recognition and tracking; radar imaging; sensor integration and data fusion; signal processing
(This special issue belongs to the Section AI Remote Sensing)
Multi-Modal and Multi-Task Learning in Photogrammetry and Remote Sensing submission deadline 31 Dec 2024 | 3 articles | Viewed by 5488 | Submission Open
Keywords: remote sensing data; neural networks; image fusion; image segmentation; object detection; classification; photogrammetry
(This special issue belongs to the Section Remote Sensing Image Processing)
Vegetation Mapping through Multiscale Remote Sensing submission deadline 31 Dec 2024 | 4 articles | Viewed by 5419 | Submission Open
Keywords: Vegetation distribution and dynamics; Environmental assessment and monitoring; Multiscale and multiplatform remote sensing; Spectral and structural data integration; Multispectral imagery; LiDAR/SAR; UAV; Field spectrometry; Upscaling; Downscaling
(This special issue belongs to the Section Environmental Remote Sensing)
Intelligent Processing, Mining and Application of Remote Sensing Information
edited by , , Xing Wang, and
submission deadline 31 Dec 2024 | 4 articles | Viewed by 5360 | Submission Open
Keywords: remote sensing image processing; artificial intelligence; fusion of multi-sensor remote sensing data; nighttime light remote sensing; sustainable development goals; disaster and natural resource monitoring; socioeconomic remote sensing
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing Approaches for the Detection and Analysis of Global Climate Change, Extreme Events and Local Ground Subsidence Effects in Coastal and River Delta Regions submission deadline 31 Dec 2024 | 3 articles | Viewed by 4973 | Submission Open
Keywords: earth observation; remote sensing; river delta; coastal regions; disaster risk assessment
(This special issue belongs to the Section Ocean Remote Sensing)
Land Use/Cover Mapping and Trend Analysis Using Google Earth Engine
edited by Yuanheng Sun, Huazhong Ren and
submission deadline 31 Dec 2024 | 5 articles | Viewed by 3833 | Submission Open
Keywords: Google Earth Engine (GEE); land use/cover mapping; classification; change detection; vegetation dynamics; urban expansion; thermal environment monitoring; change detection; time series and trends analysis; ecological impact evaluation; deep learning and machine learning
(This special issue belongs to the Section Remote Sensing Image Processing)
Multi-Platform Remote Sensing for the Modeling and Analysis of Smart Cities submission deadline 31 Dec 2024 | 2 articles | Viewed by 3241 | Submission Open
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing in 2024 submission deadline 31 Dec 2024 | Viewed by 1774 | Submission Open
Keywords: remote sensing; satellite; image analysis
Advances in Remote Sensing and Applications in Geodesy and Gravity Field Modeling submission deadline 31 Dec 2024 | 1 articles | Viewed by 1261 | Submission Open
Keywords: gravity field modeling; geoid modeling; satellite geodesy; height system; forward modeling; satellite altimetry; water storage; inverse modeling; global geopotential model; gravity network
(This special issue belongs to the Section Earth Observation Data)
Application of Microwave Remote Sensing in Earth’s Surface Observation
edited by Paolo Pampaloni and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 958 | Submission Open
Keywords: microwave radiometry; radar; earth observation; soil moisture; vegetation; snow; ocean; sea ice
(This special issue belongs to the Section Environmental Remote Sensing)
Editorial Board Members’ Collection Series: Recent Progress in Ocean Colour Remote Sensing submission deadline 31 Dec 2024 | 2 articles | Viewed by 924 | Submission Open
Keywords: ocean colour and optics; phytoplankton; harmful algal blooms; water quality; assimilation and modeling
(This special issue belongs to the Section Ocean Remote Sensing)
Advances in Atmospheric Chemistry and Transportation of Aerosol by Remote Sensing and Modeling II submission deadline 31 Dec 2024 | 1 articles | Viewed by 877 | Submission Open
Keywords: aerosol; aerosols species; optical properties; vertical profile; long-range transport; radiative forcing; light-absorbing aerosol; snow; aerosol cloud; extreme weather
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing and Machine Learning Applications in Atmospheric Physics, Weather, and Air Quality submission deadline 31 Dec 2024 | Viewed by 543 | Submission Open
Keywords: Remote sensing; Machine learning; Air-quality; Aerosols; Weather; Cloud dynamics; Fires
Coastal Environment Monitoring Based on Remote Sensing and Artificial Intelligence
edited by and
submission deadline 31 Dec 2024 | Viewed by 490 | Submission Open
Keywords: artificial intelligence; remote sensing; coastal monitoring; LiDAR; satellite imagery
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing in Monitoring and Modelling the Patterns and Processes of Land System Change submission deadline 31 Dec 2024 | Viewed by 488 | Submission Open
Keywords: land system science; human– environment interactions; ecosystem; ecological process; land degradation; land use function; land configuration; environmental performance; change detection; time series analysis; ecological restoration; social-ecological systems; human well-being
(This special issue belongs to the Section Environmental Remote Sensing)
Quantitative Remote Sensing of Vegetation and Its Applications
edited by and Linqing Yang
submission deadline 31 Dec 2024 | 1 articles | Viewed by 442 | Submission Open
Keywords: remote sensing; biochemical/biophysical parameters; vegetation dynamics; multi-sensor data fusion; algorithm development; artificial intelligence; accuracy validation; inter-comparison and evaluation; products and applications
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing and Geoinformatics in Sustainable Development submission deadline 31 Dec 2024 | Viewed by 295 | Submission Open
Keywords: remote sensing; geospatial analysis; sustainable development goals; earth observation; resilience
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Remote Sensing Image Classification and Semantic Segmentation (Second Edition) submission deadline 31 Dec 2024 | Viewed by 275 | Submission Open
Keywords: remote sensing; deep learning; semantic segmentation; classification; cross-domain; earth observation
(This special issue belongs to the Section Remote Sensing Image Processing)
Synthetic Aperture Radar Interferometry Symposium 2024
edited by , Xinjian Shan, Liming Jiang, , and
submission deadline 31 Dec 2024 | Viewed by 262 | Submission Open
Keywords: synthetic aperture radar; interferometric synthetic aperture radar; surface deformation; earth observation; SAR interferometry symposium
(This special issue belongs to the Section Remote Sensing Image Processing)
Editorial Board Members’ Collection Series: Applications of Remote Sensing for Numerical Weather Prediction
edited by and
submission deadline 31 Dec 2024 | Viewed by 247 | Submission Open
Keywords: numerical weather prediction (NWP); data assimilation; weather forecasting; climatology; surface characterization; forecast verification; NWP-driven applications
(This special issue belongs to the Section Environmental Remote Sensing)
Advanced Applications of Artificial Intelligence in Remote Sensing Image Recognition
edited by Dong Ren, Huiqin Ma, Hang Sun and Li Liu
submission deadline 31 Dec 2024 | Viewed by 59 | 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)
Advanced Techniques in Remote Sensing for Object Detection: From Few-Shot Learning to Open Vocabulary Applications
edited by , , Boya Zhao, Yue Zhang and Wenjia Xu
submission deadline 31 Dec 2024 | Viewed by 50 | Submission Open
Keywords: object detection; few-shot learning; open vocabulary; model pretraining; domain adaptation; representation learning; change detection
(This special issue belongs to the Section Remote Sensing Image Processing)
Machine Vision and Advanced Image Processing in Remote Sensing (Third Edition)
edited by , and Xiangyong Cao
submission deadline 31 Dec 2024 | Viewed by 32 | Submission Open
Keywords: machine vision in remote sensing; image processing in remote sensing; multispectral and hyperspectral images and their processing; algorithms and modelling in remote sensing; data fusion; image restoration; multispectral and hyperspectral image denoising; hyperspectral image classification; diffusion based remote sensing image processing; other vision and image tasks in remote sensing
(This special issue belongs to the Section Remote Sensing Image Processing)
Latest Advances and Application in the GNSS-R Field
edited by , Xavier Bosch-Lluis and
submission deadline 31 Dec 2024 | Submission Open
Keywords: GNSS-R; polarimetric GNSS-R; near-surface ocean wind vector; ocean surfactant detection; soil moisture; wetlands; lakes and rivers; biomass; freeze/thaw; sea ice concentration and thickness; ice sheet characterization
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Sub-pixel Mapping, Spatio-Temporal Fusion of Multi-spectral and Hyperspectral Remote Sensing Data submission deadline 31 Dec 2024 | Submission Open
Keywords: sub-pixel mapping; spatiotemporal fusion method; optical/multispectral/hyperspectral image analysis; mixed pixel problem; urban land use mapping; time-series analysis; multitemporal remote sensing data processing; chang detection method
(This special issue belongs to the Section Remote Sensing Image Processing)
Processes and Effects of Atmospheric and Ionospheric Dynamics Based on Remote Sensing Observations
edited by , and Maosheng He
submission deadline 15 Jan 2025 | Viewed by 58 | Submission Open
Keywords: gravity/tidal/planetary waves; ionospheric irregularities; solar activity; geomagnetic storms; atmosphere– ionosphere coupling; remote sensing techniques
(This special issue belongs to the Section Atmospheric Remote Sensing)
Deep Learning on the Landsat Archive submission deadline 30 Jan 2025 | 1 articles | Viewed by 1181 | Submission Open
Keywords: Landsat classification; deep learning; time series analysis; image fusion; image preprocessing; classification sampling; image segmentation
(This special issue belongs to the Section Environmental Remote Sensing)
Multiplatform Remote Sensing Techniques for Active Tectonics, Seismotectonics, and Volcanic Hazard Assessment
edited by , and Francesco Brozzetti
submission deadline 31 Jan 2025 | 3 articles | Viewed by 4070 | Submission Open
Keywords: tectonic processes; earthquakes; seismogenic faults and seismic source; ground deformation modelling; geophysical application; seismic hazard; volcanic hazard; volcano deformation; optical IR volcano analysis; 3D modelling; GNSS; InSAR; GIS and geomatic approaches; DEM; UAV DEMs; LiDAR; GPR; geological survey; digital field survey
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Advances in Oceanic Dynamics by SAR and Numeric Model in Tropical Cyclone
edited by Maurizio Migliaccio, Jian Shi, and Xianbin Zhao
submission deadline 31 Jan 2025 | 3 articles | Viewed by 1838 | Submission Open
Keywords: tropical cyclone; ocean dynamic; target detection; SAR; remote sensing; ocean modeling
(This special issue belongs to the Section Ocean Remote Sensing)
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