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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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Impacts of Climate Change on Water Cycle and Terrestrial Ecosystems by Remote Sensing
edited by Chun-Yu Dong, and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 6041 | Submission Open
Keywords: climate change; environmental monitoring; hydrological processes; vegetation dynamics; phenology; flood; biodiversity; water cycle; drought; water resources; carbon cycle; biomass
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing in Mangroves IV
edited by
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5886 | Submission Open
Keywords: mangrove distribution; mangrove expansion and squeeze; deforestation and afforestation; species discrimination; stand density; forest health; forest disturbance; multi-platform; multi-spectral; and multi-resolution data; image processing; image classification; results validation; change detection; cloud computing
(This special issue belongs to the Section Ecological Remote Sensing)
Advances in Remote Sensing of Atmospheric Aerosols and Their Radiative Effects
edited by and Hiren Jethva
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5855 | Submission Open
Keywords: radiative effects; aerosol properties; polarization; retrieval algorithm; long-term record; satellite; cloud screening; surface reflectance
(This special issue belongs to the Section Atmospheric Remote Sensing)
Satellite Observations for Particulate Matter and Gaseous Pollutants Research
edited by , Jintai Lin, and Yan Yu
submission deadline 31 Dec 2025 | 4 articles | Viewed by 5797 | Submission Open
Keywords: particulate matters; gaseous pollutants; such as SO2; NO2; O3; etc.; aerosol and chemical compositions; satellite observation; interaction; PM2.5; PM10; PM1; and dust
(This special issue belongs to the Section Atmospheric Remote Sensing)
Intelligent Processing of 3D Point Clouds for Scene Understanding and Modelling
edited by , Rong Huang, Shuhang Zhang and Linfu Xie
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5699 | Submission Open
Keywords: LiDAR; point cloud processing; deep learning; artificial intelligence; 3D mapping and modelling
(This special issue belongs to the Section Remote Sensing Image Processing)
Supporting Earth Observation and Human–Environment Interaction with Global Geospatial Information
edited by and
submission deadline 31 Dec 2025 | 4 articles | Viewed by 5688 | Submission Open
Keywords: muti-platform earth observations; AI; big data; remote sensing; image fusion; hazards; human health; anthropogenic influences; climate resilience; global change; climate change
(This special issue belongs to the Section Engineering Remote Sensing)
Application of Remote Sensing Technology in Wetland Ecology
edited by , , and Jingwei Li
submission deadline 31 Dec 2025 | 3 articles | Viewed by 5342 | Submission Open
Keywords: remotely sensed big data; wetland landscape patterns or processes; wetland functions and services; wetland resilience and sustainability; wetland biodiversity
(This special issue belongs to the Section Environmental Remote Sensing)
Data-Driven City and Society – A Remote Sensing Perspective
edited by
submission deadline 31 Dec 2025 | 1 articles | Viewed by 5248 | Submission Open
Keywords: data utilization; data-driven; AI
(This special issue belongs to the Section Engineering Remote Sensing)
Radar Data Processing and Analysis
edited by Xingpeng Mao, , Zhenhua Zhang, Yongzhen Li and Yun Zhang
submission deadline 31 Dec 2025 | 5 articles | Viewed by 4914 | Submission Open
Keywords: radar signal processing; synthetic aperture radar (SAR); distributed radar; passive radar; machine learning in radar; polarimetric radar; radar interference and anti-jamming; target detection and tracking; MIMO radar
(This special issue belongs to the Section Remote Sensing Image Processing)
3D City Modelling and Remote Sensing: Advances, Challenges, and New Technologies (Second Edition) submission deadline 31 Dec 2025 | 2 articles | Viewed by 4901 | Submission Open
Keywords: three-dimensional city models; BIM-GIS integration; urbanization; smart cities; crisis management; artificial intelligence
(This special issue belongs to the Section Urban Remote Sensing)
Real-Time Agricultural Monitoring from Remotely Sensed Data (Second Edition)
edited by , and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 4156 | Submission Open
Keywords: agricultural remote sensing; crop types; crop phenotype; crop yield; in-season; phenotyping; plant stress; precision agriculture; time-series data; within-season
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Technologies for Forecasting Volcanic Hazards: From Remote Sensing to Modeling
edited by , and Vito Zago
submission deadline 31 Dec 2025 | 1 articles | Viewed by 4143 | 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)
Recent Progress in Monitoring the Troposphere with GNSS Techniques
edited by , Hong Liang, Cuixian Lu and Jungang Wang
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3924 | Submission Open
Keywords: GNSS meteorology; zenith total delay estimation; precipitable water vapor; water vapor tomography; severe weather monitoring; data assimilation; numerical weather forecast
(This special issue belongs to the Section Atmospheric Remote Sensing)
Recent Advances in Nonlinear Processing Technique for Radar Sensing
edited by , and Hao Wu
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3821 | Submission Open
Keywords: information geometry; Riemannian manifold; nonlinear processing technique; deep learning; radar sensing; SAR image processing
(This special issue belongs to the Section Engineering Remote Sensing)
Enhancing Geological Remote Sensing with Cutting-Edge Sensor Technologies submission deadline 31 Dec 2025 | 2 articles | Viewed by 3778 | Submission Open
Keywords: remote sensing; geological applications; hyperspectral imaging; synthetic aperture radar; cutting-edge sensor innovations
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Recent Advances in Sea Ice Research Using Satellite Data (Second Edition)
edited by , Xinwei Chen, and
submission deadline 31 Dec 2025 | 3 articles | Viewed by 3547 | Submission Open
Keywords: sea ice cover; satellite observations; AI-based Methods; sea ice parameters; remote sensing techniques; computer vision; deep learning; SAR; image segmentation/classification
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing for Monitoring Water and Carbon Cycles
edited by , Fang Cao and Shujie Yu
submission deadline 31 Dec 2025 | 2 articles | Viewed by 3518 | Submission Open
Keywords: remote sensing; water quality; water volume; carbon cycle; total suspended matter; Chlorophyll; dissolved organic carbon; particulate organic carbon; water color; global change
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing in Monitoring and Modelling the Patterns and Processes of Land System Change submission deadline 31 Dec 2025 | 1 articles | Viewed by 3517 | 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)
Remote Sensing Applications for Trace Gases and Air Quality
edited by Songyan Zhu, and Haolin Wang
submission deadline 31 Dec 2025 | 2 articles | Viewed by 2951 | Submission Open
Keywords: trace gases; air quality; remote sensing; public well-being; pollution exposure; ecosystem responses
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Technologies for the Conservation and Preservation of Cultural Heritage Sites submission deadline 31 Dec 2025 | 2 articles | Viewed by 2890 | Submission Open
Keywords: cultural heritage conservation; remote sensing applications; digital twins; ground-penetrating radar (GPR); hyperspectral and multi-spectral imaging; LiDAR and laser scanning; environmental impact monitoring; change detection techniques; data fusion and assimilation; sustainable conservation management
(This special issue belongs to the Section Environmental Remote Sensing)
Road Detection, Monitoring and Maintenance Using Remotely Sensed Data (2nd Edition) submission deadline 31 Dec 2025 | 2 articles | Viewed by 2843 | Submission Open
Keywords: road monitoring and maintenance; remote sensing of infrastructures; non-destructive techniques (NDTs); synthetic aperture radar interferometry (InSAR); falling weight deflectometer (FWD); ground-penetrating radar (GPR); unmanned aerial vehicle (UAV) imagery; pavement management systems (PMSs); artificial intelligence (AI); decision support systems (DSS); data integration and data fusion
(This special issue belongs to the Section Engineering Remote Sensing)
Understanding Snow Hydrology Through Remote Sensing Technologies submission deadline 31 Dec 2025 | 2 articles | Viewed by 2628 | Submission Open
Keywords: snow remote sensing; SAR/SAR interferometry; microwave radiometers (AMSR2; SSM/I; … ); snow cover area; snow water equivalent; snow depth; machine learning
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Aerosol and Cloud Properties Observation in the Middle and Upper Layers Based on Remote Sensing (Second Edition)
edited by Ian Y. Chang, and
submission deadline 31 Dec 2025 | 2 articles | Viewed by 2567 | Submission Open
Keywords: aerosol optical; chemical and physical properties; middle and upper troposphere; aerosol– cloud interactions; atmospheric composition; aerosol and cloud remote sensing; radiative transfer
(This special issue belongs to the Section Atmospheric Remote Sensing)
Advances in Imaging Radar Signal Processing, Target Feature Extraction and Recognition
edited by , , Zhiming Xu and Siyuan He
submission deadline 31 Dec 2025 | 3 articles | Viewed by 2387 | Submission Open
Keywords: synthetic aperture radar (SAR); inverse synthetic aperture radar (ISAR); radar imaging; radar waveform design; radar anti-jamming; target feature extraction; target recognition
(This special issue belongs to the Section Engineering Remote Sensing)
High-Resolution Soil Moisture Products for Hydrology, Agriculture, and Hazard Applications
edited by Yuchuan Luo, Juan Cao and Peng Zhu
submission deadline 31 Dec 2025 | 1 articles | Viewed by 2333 | Submission Open
Keywords: high-resolution soil moisture; remote sensing; data assimilation; soil moisture retrieval; hydrological modeling; agricultural productivity; hazard risk assessment
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Satellite Observations for Hydrological Modelling submission deadline 31 Dec 2025 | 1 articles | Viewed by 2056 | Submission Open
Keywords: hydrological modelling; satellite remote sensing; earth observations; data assimilation; earth’ s water cycle; global hydrology; hydrometeorological variables; hydrological extremes; climate change assessment; machine learning applications
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
State-of-the-Art Remote Sensing Technologies for Environmental Monitoring (Second Edition) submission deadline 31 Dec 2025 | 1 articles | Viewed by 1964 | Submission Open
Keywords: emerging technologies; robots; autonomous systems; environmental assessment; advanced statistics; data analysis; unmanned aerial systems; autonomous underwater vehicles; remotely operated vehicles
(This special issue belongs to the Section Engineering Remote Sensing)
Close-Range LiDAR for Forest Structure and Dynamics Monitoring
edited by Panagiotidis Dimitrios
submission deadline 31 Dec 2025 | 2 articles | Viewed by 1962 | Submission Open
Keywords: • Forest Growth & Dynamics • Airborne Laser Scanning • Terrestrial Laser Scanning • 3D Point Clouds • Unmanned Aerial Systems • Forest Inventory • Forest Monitoring & Mapping • UAV
(This special issue belongs to the Section Forest Remote Sensing)
Exploring the Variations and Interplay of Drought and Heatwaves: Uncovering the Associated Mechanisms and Impacts (2nd Edition) submission deadline 31 Dec 2025 | 2 articles | Viewed by 1945 | Submission Open
Keywords: heatwave and drought; spatio-temporal variations; mechanisms; potential impacts; compound events; interplay; projection; adaptation strategies
(This special issue belongs to the Section Ecological Remote Sensing)
Advancing Water System with Satellite Observations and Deep Learning
edited by , Peng Dou and
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1941 | Submission Open
Keywords: water system; hydrological modeling; satellite observations; deep learning; water resource
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Lidar Monitoring of Aerosols and Clouds
edited by Carmen Córdoba-Jabonero and
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1736 | Submission Open
Keywords: active remote sensing techniques and methods; aerosol– cloud interactions; atmospheric aerosols and clouds; cirrus clouds; lidar observations; radiative transfer
(This special issue belongs to the Section Atmospheric Remote Sensing)
Environmental Monitoring with Sentinel Satellites: Applications and Future Perspectives
edited by Silvia Scifoni, and
submission deadline 31 Dec 2025 | Viewed by 1184 | Submission Open
Keywords: Sentinel-1; Sentinel-2; Sentinel-3; Sentinel-5P; Sentinel-6; environmental monitoring; copernicus programme
(This special issue belongs to the Section Environmental Remote Sensing)
Radiometric Calibration of Satellite Sensors Used in Remote Sensing
edited by , , Boyang Chen and Juyang Hu
submission deadline 31 Dec 2025 | 1 articles | Viewed by 1098 | Submission Open
Keywords: calibration; radiometer; SNO; SCO; vicarious calibration; lunar calibration; pre-launch calibration
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Advances in Calibration, Validation, and Quality Assurance for Optical Remote Sensors submission deadline 31 Dec 2025 | 2 articles | Viewed by 1059 | Submission Open
Keywords: optical remote sensing; radiometric calibration; polarimetric calibration; spectral calibration; geometric calibration; vicarious calibration; cross-calibration; uncertainty analysis; validation; data quality assurance
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Multi-Scale Remote Sensing for Wetland Landscape Change Monitoring and Ecological Resilience submission deadline 31 Dec 2025 | 1 articles | Viewed by 961 | Submission Open
Keywords: multi-scale analysis; wetland ecological resilience; wetland structure and function; multi-sensor applications; ecosystem dynamics; remote sensing indicators; time-series remote sensing
(This special issue belongs to the Section Ecological Remote Sensing)
Expanding Horizons: Testing and Evaluating Non-Conventional Mobile Devices for Remote Sensing in Built and Natural Environment submission deadline 31 Dec 2025 | Viewed by 939 | Submission Open
Keywords: mobile devices; LiDAR; metric survey; low-cost sensors; mobile apps
(This special issue belongs to the Section Engineering Remote Sensing)
Microwave Remote Sensing on Ocean Observation
edited by and
submission deadline 31 Dec 2025 | 1 articles | Viewed by 648 | Submission Open
Keywords: ocean dynamic parameter retrieval; detection of marine dynamic phenomena and artificial targets; advanced forward modeling of ocean scattering and emission; data fusion and reconstruction of multi-source ocean products; deep learning/artificial intelligence in ocean remote sensing; scatterometer/radiometer/SAR/GNSS-reflectometry; scale effect analysis; Polarization theory and Polarimetric SAR applications in ocean remote sensing
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing of Extreme Heat Events, Urban Heat Islands, and Public Health Impacts: Integrating Hydrological and Atmospheric Dynamics submission deadline 31 Dec 2025 | Viewed by 599 | Submission Open
Keywords: adaptation strategies; atmospheric dynamics; climate resilience; earth observation data; extreme heat events; heatwaves; heat vulnerability; human health and heat exposure; hydrological processes; hydrological dynamics; mitigation measures; thermal remote sensing; urban heat islands; water– energy– climate nexus; public health impacts
Applications of Advanced Computational Technologies and Algorithms for Spatiotemporal Analysis in the Artificial Intelligence Era
edited by Wenwu Tang, and
submission deadline 31 Dec 2025 | Viewed by 353 | 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)
Remote Sensing of the Cryosphere (Third Edition) submission deadline 31 Dec 2025 | 1 articles | Viewed by 350 | Submission Open
Keywords: cryosphere; GIS; glacier; ice; frozen ground; remote sensing; snow
(This special issue belongs to the Section Environmental Remote Sensing)
Geodesy for Geohazards with AI Techniques submission deadline 31 Dec 2025 | Viewed by 255 | 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)
Advances in Scene Understanding with Hyperspectral Remote Sensing: From Data Benchmarks to Applications
edited by , , Shou Feng, and Zhiyong Lv
submission deadline 31 Dec 2025 | Viewed by 251 | Submission Open
Keywords: remote sensing; hyperspectral image processing; benchmarking datasets; spectral unmixing; target detection; classification/segmentation; hyperspectral applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Earth Observation Using Satellite Global Images of Remote Sensing (2nd Edition) submission deadline 31 Dec 2025 | Viewed by 248 | Submission Open
Keywords: image analysis applications to remote sensing; image segmentation; image classification; image edge detection; change detection; image processing and pattern recognition; mathematical morphology; object based image analysis; feature extraction; remote sensing applications; microwave remote sensing; SAR
(This special issue belongs to the Section Environmental Remote Sensing)
Applications and New Trends in Metrology for Radar/LiDAR-Based Systems (Third Edition) submission deadline 31 Dec 2025 | Viewed by 246 | Submission Open
Keywords: radar and LiDAR systems; radar and LiDAR data measurements and processing; remote sensing applications; land-based; shipborne; and onboard drones; aircraft; and satellites; cognitive radars; human-in-the-loop aspects in radar systems; dual-function radar communications; waveform diversity and design; adaptive radar waveform design; radar detection theory; radar signal processing: theory; algorithms; and applications (RTAA)
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing for Monitoring Harmful Algal Blooms (Second Edition)
edited by , , Chen Wang and
submission deadline 31 Dec 2025 | Viewed by 225 | Submission Open
Keywords: remote sensing; UAVs; citizen science; harmful algal blooms; eutrophication; water quality; bio-optical properties; natural and anthropogenic factors
(This special issue belongs to the Section Ocean Remote Sensing)
Wave Propagation and Scattering in Complex Ground/Marine Environment
edited by Lixin Guo, , and
submission deadline 31 Dec 2025 | Viewed by 177 | Submission Open
Keywords: electromagnetic modeling; wave propagation; SAR imaging; active/passive interference; ground/marine environment; artificial intelligence
(This special issue belongs to the Section Engineering Remote Sensing)
Satellite and Ground Monitoring and Measurements of Ionospheric and Geo Magnetic Disturbances and Space Weather Events
edited by Si Chen and
submission deadline 31 Dec 2025 | Viewed by 167 | Submission Open
Keywords: extreme space weather; ionosphere (observation and modelling); GNSS radio occultation; LEO satellite measurements; ionospheric irregularities; geomagnetic storms
(This special issue belongs to the Section Atmospheric Remote Sensing)
Application of Remote Sensing in Antarctic Ice Sheet Monitoring
edited by Ian Brown and
submission deadline 31 Dec 2025 | Viewed by 133 | Submission Open
Keywords: antarctica; ice shelves; altimetry; synthetic aperture radar; climate change; sea ice
(This special issue belongs to the Section Environmental Remote Sensing)
New Advances in High-Resolution Remote Sensing Applied for Land Use/Land Cover and Forest Succession Monitoring
edited by and
submission deadline 1 Jan 2026 | 1 articles | Viewed by 3118 | Submission Open
Keywords: high-resolution remote sensing; land use/land cover (LULC); forest evolution; image classification; artificial intelligence; spatiotemporal analysis; environmental impact assessment; data fusion and integration
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Recent Advances in Object Detection with Hyperspectral Remote Sensing Data
edited by and Xuesong Li
submission deadline 10 Jan 2026 | 1 articles | Viewed by 1818 | Submission Open
Keywords: hyperspectral data; object detection; dimensionality reduction; feature fusion; machine learning; deep learning; real-time detection
(This special issue belongs to the Section Remote Sensing Image Processing)
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