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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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Advancements in Remote Sensing and Digital Twins for Bridge Infrastructure submission deadline 26 Oct 2024 | 1 articles | Viewed by 1860 | Submission Open
Keywords: digital twin; UAV-based photogrammetry; terrestrial laser scanning (TLS); bridge information model (BrIM); 3D reconstruction; computer vision; bridge inspection; structural assessment; bridge management; virtual reality (VR); augmented reality (AR)
(This special issue belongs to the Section Environmental Remote Sensing)
Technologies for Forecasting Volcanic Hazards: From Remote Sensing to Modeling
edited by , and Vito Zago
submission deadline 26 Oct 2024 | 1 articles | Viewed by 1380 | Submission Open
Keywords: data collection; spatial analysis; temporal analysis; mathematical modeling; sensitivity analysis; validation and calibration; uncertainty assessment; decision support
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in 3D Reconstruction with High-Resolution Satellite Data submission deadline 28 Oct 2024 | Viewed by 159 | Submission Open
Keywords: satellite photogrammetry; dense image matching; semantic 3D reconstruction; realistic 3D reconstruction; 3D scene understanding; multi-model 3D reconstruction
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Deep Learning and Multi-modal Data Processing for Geological Environment Remote Sensing Interpretation: Methods, Techniques and Applications
edited by Wei Han, Jining Yan, and
submission deadline 30 Oct 2024 | 4 articles | Viewed by 3271 | Submission Open
Keywords: novel data sources and deep learning methods for the geological environment; marine; and urban element interpretation; multi-source and multi-modal remote sensing data fusion; enhancing and denoising geological images using deep learning techniques; deep learning applications in monitoring geological disasters; surveys; mineral resources; and other elements; deep learning for land cover change analysis; cutting-edge techniques for efficient deep learning-based geological processing in distributed environment
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Nighttime Light Remote Sensing Products for Urban Applications
edited by and
submission deadline 30 Oct 2024 | 3 articles | Viewed by 1632 | Submission Open
Keywords: nighttime light remote sensing; urbanization; urban light pollution; ecological impacts of artificial lights; disaster assessments; DMSP-OLS; NPP-VIIRS; SDGSAT-1; ISS night photographs
(This special issue belongs to the Section Environmental Remote Sensing)
Dynamic Monitoring of Forest Resources Based on Multi-source Remote Sensing Data submission deadline 30 Oct 2024 | 1 articles | Viewed by 1108 | 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)
Advances in Remote Sensing and Digital Twin Technologies for Transportation Infrastructure
edited by and
submission deadline 30 Oct 2024 | 1 articles | Viewed by 1044 | 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)
Multi-platform and Multi-modal Remote Sensing Data Fusion with Advanced Deep Learning Techniques (Second Edition) submission deadline 30 Oct 2024 | 1 articles | Viewed by 954 | Submission Open
Keywords: multispectral and hyperspectral data fusion; hyperspectral and LiDAR data fusion; pansharpening or thermal sharpening; optical and SAR data fusion; optical and LiDAR data fusion; novel benchmark; multi-platform or multi-modal datasets; advanced deep learning algorithm/architectures/theory transfer; multitask; few-shot and meta learning; attention mechanism and transformer; convolutional neural networks/graph convolutional networks; scene/object classification and segmentation; target detection/tracking; geological mapping
Current Advances in Radar Technologies for Remote Sensing submission deadline 30 Oct 2024 | Viewed by 317 | Submission Open
Keywords: radar for remote sensing; bistatic/multi-static radar; passive radar; SAR/ISAR imaging; space surveillance; satellite applications; radar networks
Advances in Remote Sensing of Geophysical Surveys Based on UAV
edited by Alex Nikulin and
submission deadline 30 Oct 2024 | Viewed by 225 | Submission Open
Keywords: geophysical survey and mapping; automated geophysical surveying; unpiloted aircraft system (UAS); geophysical studies; magnetometers; gravimeters; GPR
(This special issue belongs to the Section Environmental Remote Sensing)
Advanced AI Technology in Remote Sensing
edited by Jing Zhang
submission deadline 30 Oct 2024 | Viewed by 153 | Submission Open
Keywords: semantic segmentation; change detection; semantic change detection; earth observation; lidar and laser scanning; remote sensing applications
(This special issue belongs to the Section Environmental Remote Sensing)
Land Degradation Assessment with Earth Observation (Second Edition)
edited by
submission deadline 31 Oct 2024 | 9 articles | Viewed by 21064 | Submission Open
Keywords: Land degradation; Desertification; Deforestation; Drought; Soil erosion; Land use/cover change; Habitat degradation; Multitemporal analysis; Time-series analysis
(This special issue belongs to the Section Ecological Remote Sensing)
Remote Sensing in Mangroves III
edited by
submission deadline 31 Oct 2024 | 7 articles | Viewed by 20082 | Submission Open
Keywords: mangrove forests; mangrove change; mapping; monitoring; remote sensing; image processing
(This special issue belongs to the Section Ecological Remote Sensing)
Remote Sensing Applications in Land Use, Land-Use Change and Forestry (LULUCF) submission deadline 31 Oct 2024 | 5 articles | Viewed by 15329 | Submission Open
Keywords: land use; land-use change; and forestry (LULUCF); GHG inventories; state-of-the-art LULUCF monitoring and reporting and perspectives; remote sensing in LULUCF monitoring and reporting and verification; remote sensing-based applications and databases for LULUCF stakeholders; national land-use/land-cover monitoring; classification and detection of changing land use/land cover; data fusion and combination for LULUCF; synergy of remote sensing and modeling techniques of carbon stocks; copernicus program
(This special issue belongs to the Section Ecological Remote Sensing)
Laser and Optical Remote Sensing for Planetary Exploration
edited by Zhiping He, , Bin Xue and
submission deadline 31 Oct 2024 | 9 articles | Viewed by 13841 | Submission Open
Keywords: laser and optical remote sensing payload; key technique of remote sensing payload; spectrometer and imaging spectrometer; laser altimeter and LiDAR; optical camera; calibration technique; data processing technique; lunar/Martian/planetary/deep space exploration; laser/optical/multi-spectral/hyper-spectral remote sensing
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing Datasets and Techniques for Monitoring Geohazards and Anthropogenic Ground Deformation
edited by , Valentin O. Mikhailov, Wanpeng Feng, and Guifang Zhang
submission deadline 31 Oct 2024 | 8 articles | Viewed by 13641 | Submission Open
Keywords: geohazards; anthropogenic ground deformation; GNSS; SAR; InSAR; offset tracking; optical; GRACE; 2D/3D deformation retrievals; time series; error analysis; data fusion; modelling
(This special issue belongs to the Section AI Remote Sensing)
Artificial Intelligence and Big Data for Oceanography submission deadline 31 Oct 2024 | 12 articles | Viewed by 11904 | Submission Open
Keywords: artificial intelligence; oceanography; big data; remote sensing; information extraction; data mining
(This special issue belongs to the Section Ocean Remote Sensing)
3D Information Recovery and 2D Image Processing for Remotely Sensed Optical Images II
edited by , Wei Zhang, , and Claudia Zoppetti
submission deadline 31 Oct 2024 | 9 articles | Viewed by 11454 | Submission Open
Keywords: deep learning; remote sensing image processing; feature matching; dense matching; pose estimation; 3D reconstruction; semantic segmentation; object detection; image stitching; image enhancement; image denoising; image super-resolution; digital elevation model (DEM); digital orthophoto map (DOM)
(This special issue belongs to the Section Remote Sensing Image Processing)
Copernicus Sentinels Missions Calibration, Validation, FRM and Innovation Approaches in Satellite-Data Quality Assessment submission deadline 31 Oct 2024 | 5 articles | Viewed by 9248 | Submission Open
Keywords: remote sensing; calibration/validation; fiducial reference measurement; copernicus sentinel missions; altimetry; radiometry
(This special issue belongs to the Section Remote Sensing Image Processing)
Deep Learning for the Analysis of Multi-/Hyperspectral Images II submission deadline 31 Oct 2024 | 7 articles | Viewed by 9073 | Submission Open
Keywords: deep learning; neural network; image processing; image analysis; multispectral image; hyperspectral image
(This special issue belongs to the Section Remote Sensing Image Processing)
GIS and Remote Sensing in Ocean and Coastal Ecology
edited by Gang Yang, , , and
submission deadline 31 Oct 2024 | 5 articles | Viewed by 9006 | Submission Open
Keywords: coastal ocean modeling; coastal ocean remote sensing; coastal and ocean environment monitoring; coastal ocean forecasting; biodiversity; ecological process and risk assessment
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Remote Sensing Target Recognition and Detection: Theory and Applications
edited by , Mingyang Zhang and
submission deadline 31 Oct 2024 | 10 articles | Viewed by 8888 | Submission Open
Keywords: target recognition; target detection; deep learning; neural networks; image classification; image processing
(This special issue belongs to the Section AI Remote Sensing)
Earth Observation in Support of Sustainable Water Resources Management submission deadline 31 Oct 2024 | 5 articles | Viewed by 8657 | Submission Open
Keywords: active and passive remote sensing; coastal erosion; desertification; droughts; forest fires; heat waves; integrated water resources management; machine and deep learning; multisensory analysis; water; water adaptation to climate change; water management; water quality modelling; water– energy nexus; water footprint; water stress; water-use efficiency
(This special issue belongs to the Section Environmental Remote Sensing)
Deep Learning and Computer Vision in Remote Sensing-III submission deadline 31 Oct 2024 | 7 articles | Viewed by 7839 | Submission Open
Keywords: Computer vision; Deep learning; Machine learning; Remote sensing; Sensor fusion; Autonomous systems
(This special issue belongs to the Section AI Remote Sensing)
Technical Developments in Radar—Processing and Application
edited by , Shuwen Xu and
submission deadline 31 Oct 2024 | 11 articles | Viewed by 7730 | Submission Open
Keywords: radar detection; radar tracking; radar target recognition; radar signal processing; radar remote sensing; deep learning for radar
(This special issue belongs to the Section Ocean Remote Sensing)
Integration of Remote Sensing and GIS to Forest and Grassland Ecosystem Monitoring
edited by Xiuchun Yang, , Cong (Vega) Xu and Yungang Cao
submission deadline 31 Oct 2024 | 7 articles | Viewed by 6785 | Submission Open
Keywords: remote sensing; geographic information systems (GIS); forest ecosystem; grassland ecosystem; vegetation change; biodiversity assessment; land cover change; carbon sequestration; ecosystem degradation; ecosystem resilience; wildfire monitoring; environmental conservation
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing and Lidar Data for Forest Monitoring submission deadline 31 Oct 2024 | 4 articles | Viewed by 5368 | Submission Open
Keywords: forest management; forest remote sensing; forest biomass; forest ecosystems; forest inventory; LiDAR; data fusion
(This special issue belongs to the Section Forest Remote Sensing)
SAR in Big Data Era III
edited by Chao Wang, , Mihai P. Datcu, and
submission deadline 31 Oct 2024 | 4 articles | Viewed by 4573 | Submission Open
Keywords: SAR/InSAR; big data; sustainable development goals (SDGs); high performance computing; artificial intelligence; PolSAR processing; TomoSAR processing; SAR applications; geohazards; global change
(This special issue belongs to the Section Remote Sensing Image Processing)
Advancements in Remote Sensing and Artificial Intelligence for Geohazards
edited by Xianmin Wang, Omid Ghorbanzadeh and
submission deadline 31 Oct 2024 | 4 articles | Viewed by 4149 | Submission Open
Keywords: remote sensing; artificial intelligence; geohazards; deep/machine learning; evolutionary computation; slope failure; geohazard chain; floods; dam breach; surface collapse
(This special issue belongs to the Section Earth Observation for Emergency Management)
Application of GNSS Remote Sensing in Ionosphere Monitoring
edited by Lei Liu, , Jun Wang and
submission deadline 31 Oct 2024 | 2 articles | Viewed by 3669 | Submission Open
Keywords: GNSS ionosphere; data assimilation; ionospheric irregularities and scintillation; machine learning
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Novel Interpretations of Solar-Induced Chlorophyll Fluorescence and Photochemical Reflectance Using Remote Sensing
edited by Genghong Wu, and
submission deadline 31 Oct 2024 | 3 articles | Viewed by 3628 | Submission Open
Keywords: photosynthesis; vegetation dynamics; vegetation stress; solar-induced chlorophyll fluorescence; photochemical reflectance index; radiative transfer models; multiscale measurements; retrieval algorithms
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Hydrometeorological Modelling Based on Remotely Sensed Data submission deadline 31 Oct 2024 | 3 articles | Viewed by 3409 | Submission Open
Keywords: warming climate; warming world; hydrological cycle; hydrological hazards; water cycle; hydro-meteorology; climatic and hydrological extremes
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Deep Learning for Remote Sensing Image Enhancement submission deadline 31 Oct 2024 | 3 articles | Viewed by 3094 | Submission Open
Keywords: image enhancement; deep learning; underwater images; image restoration; Image database
(This special issue belongs to the Section Remote Sensing Image Processing)
Array and Signal Processing for Radar
edited by Junpeng Shi, Yuan Liu, Weijian Liu, and Haowei Zhang
submission deadline 31 Oct 2024 | 4 articles | Viewed by 2395 | Submission Open
Keywords: radar array and signal processing; waveform and frequency diversity; interference; clutter and noise suppression; radar imaging; radar resource management; machine learning; space-based radar (SBR) system
(This special issue belongs to the Section Engineering Remote Sensing)
Validation and Evaluation of Global Ocean Satellite Products (Second Edition)
edited by , , , and
submission deadline 31 Oct 2024 | 2 articles | Viewed by 2389 | Submission Open
Keywords: sea surface current; temperature; and salinity; ocean color and chlorophyll-a concentration; oceanic front; new approaches; methods and algorithms; climatic variables; ocean– typhoon interaction; multiscale ocean dynamics
(This special issue belongs to the Section Ocean Remote Sensing)
Target Recognition and Detection Based on High Resolution Radar Images
edited by , , , Lixiang Ma and
submission deadline 31 Oct 2024 | 4 articles | Viewed by 2377 | Submission Open
Keywords: high-resolution radar images; synthetic aperture radar (SAR); target detection; target recognition; deep learning; machine learning; image processing
(This special issue belongs to the Section Remote Sensing Image Processing)
Advances in Remote Sensing for Land Subsidence Monitoring
edited by Xiaoqiong Qin, Wei Tang, and
submission deadline 31 Oct 2024 | 2 articles | Viewed by 2084 | Submission Open
Keywords: land subsidence; remote sensing; deformation monitoring; InSAR; GNSS; monitoring and prediction; damage mapping; deep learning
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Remote Sensing Applications for Infrastructures
edited by Maria Libera Battagliere and
submission deadline 31 Oct 2024 | 1 articles | Viewed by 2048 | Submission Open
Keywords: remote sensing technology and data-driven applications; infrastructures and environmental engineering; risk reduction; environmental monitoring; integrated applications; risk mitigation; predictive monitoring; engineering applications; cultural heritage; downstream applications based on new satellite missions
(This special issue belongs to the Section Environmental Remote Sensing)
Big Data and Remote Sensing for Smart Forestry
edited by , , Giandomenico De Luca and
submission deadline 31 Oct 2024 | 1 articles | Viewed by 2041 | Submission Open
Keywords: forestry technology; remote sensing data; big data analytics; sustainable forest management; ecosystem modeling; climate change mitigation; time-series monitoring of forest ecosystems; multiscale and multi temporal analysis of forest landscapes
(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 31 Oct 2024 | 2 articles | Viewed by 1806 | 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)
Intelligent Processing and Analysis of Multi-modal Remote Sensing Data
edited by and Giorgio Antonino Licciardi
submission deadline 31 Oct 2024 | 1 articles | Viewed by 1297 | Submission Open
Keywords: remote sensing; image processing; image analysis; artificial intelligence; deep learning; data fusion; multispectral and hyperspectral data; synthetic aperture radar; LiDAR
(This special issue belongs to the Section Remote Sensing Image Processing)
Advanced Pattern Recognition and Image Processing Technology for Agricultural Engineering
edited by , Shan Zeng, , and
submission deadline 31 Oct 2024 | 2 articles | Viewed by 1268 | Submission Open
Keywords: advanced pattern recognition technology in agricultural engineering; image processing networks in agricultural applications; soil spectral data in agricultural engineering; multispectral image processing in agricultural engineering; satellite remote sensing technology in agriculture; neural networks applications in agriculture engineering; human– machine intelligent algorithm in agriculture; detection and location of agricultural robotics; near-infrared image processing in agricultural engineering; hyperspectral technology in crop monitoring; integrating perception; sensor fusion; and control in agricultural applications; fault detection and diagnosis in agricultural engineering
(This special issue belongs to the Section Remote Sensing Image Processing)
Urban Resilience with Remote Sensing—Observation, Measurement, Evaluation and Applications II submission deadline 31 Oct 2024 | 1 articles | Viewed by 1161 | Submission Open
Keywords: urban resilience; global change; change detection; multisource data fusion; signal processing and data mining; artificial intelligence; urban science; sustainability; resilient cities
(This special issue belongs to the Section Urban Remote Sensing)
Application of Remote Sensing and Spatial Analysis for Environmental Management in the Global South
edited by Harry West, Nevil Quinn, , , and Michael Horswell
submission deadline 31 Oct 2024 | 1 articles | Viewed by 1086 | Submission Open
Keywords: Global South; natural resources management; environmental management; conservation; hazards and disasters; applied remote sensing; spatial analysis; sustainable development; environmental change; geospatial modelling
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Monitoring Terrestrial Water Resources Using Multiple Satellite Sensors (Second Edition)
edited by Yao Li, , and Yi Ma
submission deadline 31 Oct 2024 | 1 articles | Viewed by 1073 | Submission Open
Keywords: satellite sensors; terrestrial water resources; lake/reservoir/river/wetland; coast and ocean; hydrology; drought/flooding risk; water environment and security; sustainable development goals
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing in Earth Surface Changes and Deformations Caused by Earthquake and Landslide (Third Edition)
edited by , and
submission deadline 31 Oct 2024 | 1 articles | Viewed by 951 | Submission Open
Keywords: remote sensing; earth surface change; surface deformation; earthquakes; landslides; hazard detection; hazard mapping; hazard evaluation
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Microwave Passive Remote Sensing of Sea Surface Temperature, Salinity and Wind Vector (Second Edition)
edited by Wu Zhou, Yinan Li, Shubo Liu, Yili Zhao and
submission deadline 31 Oct 2024 | 1 articles | Viewed by 795 | Submission Open
Keywords: sea surface salinity; temperature; wind; sea ice; snow depth; ice sheet; coastal monitoring; microwave radiometer; retrieval algorithm; microwave remote sensing
(This special issue belongs to the Section Ocean Remote Sensing)
Advances in Exploring the Moon, Mars, and Asteroids Based on In-Situ and Remote Sensing Measurements
edited by Simone Pirrotta, , Alice Lucchetti and
submission deadline 31 Oct 2024 | Viewed by 573 | Submission Open
Keywords: geological features; study of the environment; resources; robotic and human exploration; innovative strategies; remote sensing dataset analyses; new instrumentation concepts; smallsat concepts
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Linking Upper Ocean Dynamics with Extreme Weather and Climate Events over the Ocean (Second Edition)
edited by Hailun He and
submission deadline 31 Oct 2024 | 1 articles | Viewed by 493 | Submission Open
Keywords: extreme weather and climate; air– sea interaction; tropical cyclone; extratropical cyclone; ocean dynamics; biological response; in situ observation; remote sensing observation; ocean modelling; operational forecast
(This special issue belongs to the Section Ocean Remote Sensing)
Perspectives of Remote Sensing for Precision Agriculture
edited by , Spiros Mourelatos and
submission deadline 31 Oct 2024 | Viewed by 420 | Submission Open
Keywords: precision agriculture; site-specific management; machine learning; computer vision; object-based image analysis; fractal geometry; drones
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
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