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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 polices 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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Proximal and Remote Sensing for Precision Crop Management II submission deadline 31 Dec 2024 | 4 articles | Viewed by 6220 | Submission Open
Keywords: proximal sensing; airborne and satellite remote sensing; crop stress diagnosis; soil mapping; precision crop management; artificial intelligence; machine/deep learning; big data; integrated sensing; data fusion and analytics
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Remote Sensing and Applications in Geodesy and Gravity Field Modeling submission deadline 31 Dec 2024 | 4 articles | Viewed by 5736 | 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)
Understanding the Movement Ecology of Wildlife on the Changing Planet
edited by , and Eli S. Bridge
submission deadline 31 Dec 2024 | 3 articles | Viewed by 4860 | Submission Open
Keywords: biodiversity; migration; animal tracking; bio-logging; habitat monitoring; conservation; satellite sensors; drones; camera trapping; big data; Internet of Things; artificial intelligence; One Health
(This special issue belongs to the Section Ecological Remote Sensing)
Multi-Platform Remote Sensing for the Modeling and Analysis of Smart Cities submission deadline 31 Dec 2024 | 3 articles | Viewed by 4489 | Submission Open
(This special issue belongs to the Section Urban Remote Sensing)
Advancement in Undersea Remote Sensing II submission deadline 31 Dec 2024 | 4 articles | Viewed by 3456 | Submission Open
Keywords: underwater robotics; undersea remote sensing; underwater lidar; machine learning; aquaculture; marine species detection
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing Image Classification and Semantic Segmentation (Second Edition) submission deadline 31 Dec 2024 | 4 articles | Viewed by 3310 | 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)
Remote, Proximal Sensing and Geophysics for Cultural Heritage Knowledge and Conservation (Second Edition) submission deadline 31 Dec 2024 | 3 articles | Viewed by 2755 | Submission Open
Keywords: methods and techniques for cultural heritage knowledge and conservation; geophysical and micro-geophysical methods; ground penetrating radar; electrical resistivity methods; magnetic and electromagnetic methods; seismic and acoustic methods; wide area geophysics; archaeological surveys; optical and infrared photogrammetry; infrared thermography; terahertz and microwave imaging; geomatics for imaging (LiDAR; laser scanner; structure for motion; etc.); image and data processing; NDT and diagnostics methods; satellite and aerial remote sensing; vulnerability studies; satellite and terrestrial radar interferometry (RAR; SAR); radar polarimetry; multispectral and hyperspectral remote sensing; motion magnification technique; integrated methods; virtual restoration and musealization
(This special issue belongs to the Section Urban Remote Sensing)
Remote Sensing in 2024 submission deadline 31 Dec 2024 | Viewed by 2457 | Submission Open
Keywords: remote sensing; satellite; image analysis
Quantitative Remote Sensing of Vegetation and Its Applications
edited by and Linqing Yang
submission deadline 31 Dec 2024 | 4 articles | Viewed by 2445 | 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)
Advances in the Spatial and Spatio-Temporal Modeling of Environmental Data
edited by George Christakos, and Jiaping Wu
submission deadline 31 Dec 2024 | 2 articles | Viewed by 2323 | Submission Open
Keywords: multi-sourced data fusion; spatiotemporal geostatistics; artificial intelligence; remote sensing; high spatiotemporal resolution; uncertainty assessment
(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 | 2 articles | Viewed by 2223 | 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)
Ocean Remote Sensing Based on Radar, Sonar and Optical Techniques
edited by , Haiyong Xu, , Lei Zhang, Marc Pinto and Farman Ali
submission deadline 31 Dec 2024 | 4 articles | Viewed by 2084 | Submission Open
Keywords: ocean; remote sensing; image; radar; sonar; optical technology
(This special issue belongs to the Section Ocean Remote Sensing)
Synthetic Aperture Radar Interferometry Symposium 2024
edited by , Xinjian Shan, Liming Jiang, , and
submission deadline 31 Dec 2024 | 3 articles | Viewed by 1925 | 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)
Remote Sensing in Coastal Vegetation Monitoring
edited by and Molly Reif
submission deadline 31 Dec 2024 | 2 articles | Viewed by 1907 | Submission Open
Keywords: coastal wetlands; coastal dune vegetation; coastal vegetation change; coastal vegetation monitoring; coastal restoration monitoring; spectral and structure analysis of coastal vegetation
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Coastal Environment Monitoring Based on Remote Sensing and Artificial Intelligence
edited by and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1820 | Submission Open
Keywords: artificial intelligence; remote sensing; coastal monitoring; LiDAR; satellite imagery
(This special issue belongs to the Section AI Remote Sensing)
Editorial Board Members’ Collection Series: Recent Progress in Ocean Colour Remote Sensing submission deadline 31 Dec 2024 | 2 articles | Viewed by 1772 | 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)
Remote Sensing in Monitoring and Modelling the Patterns and Processes of Land System Change submission deadline 31 Dec 2024 | 1 articles | Viewed by 1346 | 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)
Advances in Atmospheric Chemistry and Transportation of Aerosol by Remote Sensing and Modeling (Second Edition) submission deadline 31 Dec 2024 | 1 articles | Viewed by 1327 | 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)
Satellite Remote Sensing for Ocean and Coastal Environment Monitoring submission deadline 31 Dec 2024 | 2 articles | Viewed by 1278 | Submission Open
Keywords: sea level rise; ocean tides; model assimilation; sea surface temperature; sea surface salinity; chlorophyll; water transparency; sea waves; mesoscale eddy; ocean dynamics
(This special issue belongs to the Section Ocean Remote Sensing)
Estimating the Ecological Services of Urban Green Infrastructures Using Remote Sensing
edited by and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1176 | Submission Open
Keywords: urban sustainability; urban green infrastructures; urban ecological services; vegetation classification; carbon cycle; evapotranspiration; urban heat islands; shading
(This special issue belongs to the Section Urban 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 | 1 articles | Viewed by 1165 | 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)
Multi-platform and Multi-scale Forest Inventory from Remote Sensing Perspectives
edited by
submission deadline 31 Dec 2024 | 1 articles | Viewed by 1023 | Submission Open
Keywords: UAS; RPA; drone; satellite; photogrammetry; forest inventory; forest health; biomass; stand count
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing in Hazards Monitoring and Risk Assessment
edited by , , Hongquan Sun, and
submission deadline 31 Dec 2024 | 1 articles | Viewed by 978 | Submission Open
Keywords: remote sensing; hazard monitoring; risk mapping; disaster reduction strategies; hazard/risk models
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Applications of Remote Sensing in Monitoring Ionospheric and Atmospheric Physics (Third Edition) submission deadline 31 Dec 2024 | 2 articles | Viewed by 917 | Submission Open
Keywords: ionosphere; atmosphere; ionospheric irregularities; ionospheric/thermosphric modeling; data assimilation; geomagnetic storms; radars; radio occultations; GNSS TEC; airglow observations
(This special issue belongs to the Section Atmospheric 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 | 2 articles | Viewed by 878 | 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)
Intelligent Extraction of Phenotypic Traits in Agroforestry
edited by Xijian Fan, , , Cong (Vega) Xu and Sruti Das Choudhury
submission deadline 31 Dec 2024 | 1 articles | Viewed by 825 | Submission Open
Keywords: phenotypic parameter extraction; deep learning; computer vision; high-throughput phenotyping; UAV; agriculture and forestry monitoring; 3D point cloud; multispectral image; multi-sensor data fusion; genetic breeding programs
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing and Machine Learning Applications in Atmospheric Physics, Weather, and Air Quality submission deadline 31 Dec 2024 | Viewed by 636 | Submission Open
Keywords: Remote sensing; Machine learning; Air-quality; Aerosols; Weather; Cloud dynamics; Fires
Remote Sensing and Geoinformatics in Sustainable Development submission deadline 31 Dec 2024 | Viewed by 446 | 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)
Advances in Detection-Oriented Multi-sensor Fusion beyond the Visible Spectrum
edited by , , Yimian Dai, Fei Zhou and Xingchen Zhang
submission deadline 31 Dec 2024 | Viewed by 426 | Submission Open
Keywords: image fusion; target detection; anomaly detection; change detection; SAR
(This special issue belongs to the Section Remote Sensing Image Processing)
Monitoring, Assessment, and Prediction of Agroecosystem Dynamics for Sustainable Agriculture: Applications of Photogrammetry, Remote Sensing, and Geographic Information Systems submission deadline 31 Dec 2024 | Viewed by 424 | Submission Open
Keywords: sustainable agriculture; remote sensing; photogrammetry; GIS; agroecosystem dynamics
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing Applications in Hydrology and Water Resources Management
edited by Ning Liu, Yun Yang, and
submission deadline 31 Dec 2024 | Viewed by 413 | Submission Open
Keywords: water use; water supply; water availability; hydrologic modeling; remote sensing; water resource management
(This special issue belongs to the Section Environmental Remote Sensing)
Editorial Board Members’ Collection Series: Applications of Remote Sensing for Numerical Weather Prediction
edited by and
submission deadline 31 Dec 2024 | Viewed by 315 | 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)
Advances in Synthetic Aperture Radar (SAR) Data Processing and Applications
edited by Liang Guo, , Junli Liang, and Hongfei Yin
submission deadline 31 Dec 2024 | Viewed by 301 | Submission Open
Keywords: SAR data processing methods; SAR application; SAR image recognition and interpretation; SAR image quality evaluation; artificial intelligence in SAR data processing and applications; SAR image processing; polarimetric SAR; interferometric SAR; tomographic SAR
(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 192 | 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)
Application of UAV Images in Precision Agriculture
edited by and
submission deadline 31 Dec 2024 | Viewed by 183 | Submission Open
Keywords: UAV; precision agriculture; remote sensing; AI; image processing; geospatial data
(This special issue belongs to the Section Environmental Remote Sensing)
Sub-pixel Mapping, Spatio-Temporal Fusion of Multi-spectral and Hyperspectral Remote Sensing Data submission deadline 31 Dec 2024 | Viewed by 165 | 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; change detection method
(This special issue belongs to the Section Remote Sensing Image Processing)
Object Detection and Information Extraction Based on Remote Sensing Imagery (Second Edition)
edited by , , , Gong Cheng and Lichao Mou
submission deadline 31 Dec 2024 | Viewed by 164 | Submission Open
Keywords: object detection of remote sensing images; object detection and tracking of remote sensing videos; few/zero-shot learning; multi-source data fusion; weakly supervised learning; semantic segmentation; remote sensing image classification
(This special issue belongs to the Section Remote Sensing Image Processing)
New Perspectives on 3D Point Cloud (Third Edition) submission deadline 31 Dec 2024 | Viewed by 161 | Submission Open
Keywords: point cloud acquisition (laser scanner; mono/stereo vision; panoramas; phone cameras; aerial and satellite images; indoor and narrow spaces); deep learning for segmentation/semantic representation and processing; AI/ML/DL for point cloud processing and pattern recognition; NErF; monocular depth estimation for 3D point cloud reconstruction; voxel creation; denoising point clouds; data extraction/data analysis/point cloud registration/multi-temporal point clouds; change detection; from 2D images to 3D Point Clouds with GANs and LLMs
(This special issue belongs to the Section Remote Sensing Image Processing)
Spatial Analysis and Modeling in Urban Remote Sensing
edited by and
submission deadline 31 Dec 2024 | Viewed by 154 | Submission Open
Keywords: remote sensing; urban environment monitoring and modeling; unmanned aerial vehicles; lidar; hyperspectral sensor; imaging spectroscopy; social sensing; GeoAI; image processing algorithm; land use/land cover mapping and change analysis; socio-economic applications; public health applications; urban planning practices; environmental modeling; environmental impacts
(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 31 Dec 2024 | Viewed by 148 | 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)
New Advances in SmallSat and Landsat Algorithms and Applications for Earth Observation submission deadline 31 Dec 2024 | Viewed by 131 | Submission Open
Keywords: Landsat; smallsats; small satellite constellations; analysis-ready data; time series analysis; scientific application; earth observation; calibration and validation
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Hyperspectral Image Processing: Anomaly Detection and Classification
edited by , and Xu Tang
submission deadline 31 Dec 2024 | Viewed by 122 | Submission Open
Keywords: machine learning; deep learning; remote sensing; hyperspectral image; signal processing; image classification; anomaly detection
(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 | Viewed by 122 | 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)
Assessing Natural Hazards through Advanced Machine Learning Methods and Remote Sensing Technology: 3rd Edition submission deadline 31 Dec 2024 | Viewed by 97 | Submission Open
Keywords: earth observation data— remote sensing technology; geographic information systems; machine learning and soft computing; explainable AI in natural hazard prediction; landslide susceptibility; hazardous; and risk mapping; flood susceptibility mapping and disaster management; wildfire susceptibility mapping; soil erosion/degradation; earthquakes/tsunamis
(This special issue belongs to the Section Environmental Remote Sensing)
Utilization of Remote Sensing in Evaluating Crop Production Constraints
edited by
submission deadline 31 Dec 2024 | Viewed by 89 | Submission Open
Keywords: crops; production constraints; drought; floods; pests; disease; weeds
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Processing Methods and Techniques of Spaceborne SAR with Ultra-High Resolution submission deadline 31 Dec 2024 | Viewed by 79 | Submission Open
Keywords: spaceborne SAR; ultra-high-resolution (UHR); focusing algorithm; interferometry; stereo SAR imaging; multi-view-angle image fusion; 3D deformation monitoring
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing of Agricultural Water Resources
edited by , and Jianwei Ma
submission deadline 31 Dec 2024 | Viewed by 77 | Submission Open
Keywords: agricultural water resources (soil moisture/evapotranspiration/precipitation… ); crop water consumption; water use efficiency; detection of irrigation events; agricultural drought; crop monitoring and vegetation parameters retrieval; remote sensing experiments; thermal/SAR remote sensing
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
New Advances in Hyperspectral–Multispectral Image Classification and Fusion Applications (Second Edition)
edited by Sen Jia and
submission deadline 31 Dec 2024 | Viewed by 64 | Submission Open
Keywords: multispectral/hyperspectral remote sensing; image classification; information fusion; feature extraction; machine learning/deep learning; applications in remote sensing
(This special issue belongs to the Section Remote Sensing Image Processing)
Recent Progress on Remote Sensing Change Detection and Application Driven by AI submission deadline 10 Jan 2025 | 4 articles | Viewed by 7809 | Submission Open
Keywords: remote sensing; change detection; artificial intelligence; deep learning; neural network; image processing
(This special issue belongs to the Section AI Remote Sensing)
Applications of Remote Sensing in Ecosystem Functioning and Biodiversity Monitoring submission deadline 10 Jan 2025 | 2 articles | Viewed by 5689 | Submission Open
Keywords: primary productivity; surface energy balance; water and nutrient cycle; seasonal dynamics and abrupt changes; intra- and interannual changes in species distributions; ecosystem functional characterization at different spatial scales
(This special issue belongs to the Section Environmental Remote Sensing)
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