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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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Advanced Algorithms and Techniques for Remote Sensing Image Processing
edited by Yuting Wan, Yang Chen and Junjue Wang
submission deadline 31 Oct 2025 | Viewed by 609 | Submission Open
Keywords: remote sensing; multi-modal; deep learning; semantic segmentation; object detection; change detection; real-time processing; disaster emergency assessment; urban management and sustainable development; ecological risk assessment
(This special issue belongs to the Section Environmental Remote Sensing)
Terrestrial‑Satellite Communication Networks
edited by , , Conghao Zhou and Yanpeng Dai
submission deadline 31 Oct 2025 | Viewed by 602 | Submission Open
Keywords: satellite-terrestrial networks; resource management; integrated sensing and communication; AI for network; remote sensing; security and privacy; digital twin; multi-tier collaborative computing
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Satellite Observations and Numerical Studies for Ionosphere, Plasma Dynamics, and Space Weather Prediction
edited by Dehe Yang and
submission deadline 31 Oct 2025 | 1 articles | Viewed by 470 | Submission Open
Keywords: ionosphere; geomagnetic activities; space plasma; space weather/numerical weather monitoring; satellite remote sensing; in situ measurements; radio occultation
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Advances in Remote Sensing in Glacial and Periglacial Geomorphology (Second Edition) submission deadline 31 Oct 2025 | Viewed by 398 | Submission Open
Keywords: cryosphere; glaciers; rock glaciers; ice caves; permafrost degradation; remote sensing techniques
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Advanced Geoinformatics and Remote Sensing Technologies for Early Warning and Disaster Management
edited by , Yao Sun and Nina Merkle
submission deadline 31 Oct 2025 | Viewed by 383 | Submission Open
Keywords: geoinformatics; remote sensing; disaster management; early warning; resilience and environment sustainability; GeoAI
(This special issue belongs to the Section Engineering Remote Sensing)
Applications of Multi-Scale Remote Sensing and GIS Technology to Study Terrestrial Ecosystems (Second Edition)
edited by and
submission deadline 31 Oct 2025 | Viewed by 379 | Submission Open
Keywords: multi-scale remote sensing; GIS; terrestrial ecosystems; environmental dynamics; evolution and degradation; carbon; water cycles; climate change; natural disasters; land-use change
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Remote Sensing of Agricultural Water Resources
edited by , and Jianwei Ma
submission deadline 31 Oct 2025 | 1 articles | Viewed by 349 | 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)
Remote Sensing in 3D Indoor Mapping and BIM Reconstruction
edited by
submission deadline 31 Oct 2025 | Viewed by 339 | Submission Open
Keywords: point cloud processing; 3D reconstruction; classification; meshing; spatial analysis; BIM; GIS
(This special issue belongs to the Section Urban Remote Sensing)
Conformal Vector Arrays in Radar Remote Sensing
edited by Xiaofeng Ma, Wei Liu and
submission deadline 31 Oct 2025 | Viewed by 309 | Submission Open
Keywords: conformal vector arrays; modeling and calibration; array signal processing; target detection and classification; other applications in radar remote sensing
(This special issue belongs to the Section Engineering Remote Sensing)
ERA5 Climate Application in Cold and Arid Regions
edited by , Giuseppe Longo-Minnolo, and
submission deadline 31 Oct 2025 | 1 articles | Viewed by 298 | Submission Open
Keywords: ERA5 application; cryospheric dynamics; climate changes in cold and arid regions; weather and climatic extremes; ERA5 downscaling techniques; global and regional climate models
(This special issue belongs to the Section Atmospheric Remote Sensing)
Ecologically Vulnerable Zones (EVZs) in Focus: Remote Sensing and AI for Sustainable Futures
edited by , Jianli Ding, Yuemin Yue and
submission deadline 31 Oct 2025 | Viewed by 275 | Submission Open
Keywords: remote sensing; ecologically vulnerable zones; AI/ML applications; climate change; land degradation; biodiversity monitoring; disaster resilience; sustainable development; multi-source data fusion; environmental forecasting
(This special issue belongs to the Section Environmental Remote Sensing)
GRACE Observations for Global Groundwater Storage Analysis submission deadline 31 Oct 2025 | Viewed by 267 | Submission Open
Keywords: groundwater sustainability; GRACE; groundwater storage trends; groundwater management
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Laser Scanning in Environmental and Engineering Applications
edited by Maria Alessandra Tini and
submission deadline 31 Oct 2025 | Viewed by 251 | Submission Open
Keywords: TLS; ALS; SLAM; MMSs; LiDAR; UAV; BIM; mapping; monitoring
(This special issue belongs to the Section Engineering Remote Sensing)
Advances in UAV-Based Remote Sensing for Climate-Smart Agriculture
edited by Hongquan Wang, and
submission deadline 31 Oct 2025 | Viewed by 204 | Submission Open
Keywords: unmanned aerial vehicles; remote sensing; climate-smart agriculture; crop phenotyping; precision agriculture
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing Applications for Environmental Monitoring and Land Changes
edited by Krystyna Michałowska, , and
submission deadline 31 Oct 2025 | Viewed by 194 | Submission Open
Keywords: remote sensing and environmental monitoring; AI and machine learning for remote sensing; land use and land cover change analysis; hyperspectral; lidar; optical and radar applications; climate change impact and disaster risk management; big data; cloud-based geospatial processing; data fusion in geospatial analysis; sustainable land management and policy applications
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing of Inland Waters and Their Catchments (2nd Edition) submission deadline 31 Oct 2025 | Viewed by 175 | Submission Open
Keywords: inland waters; catchments; multispectral/hyperspectral sensors; data fusion; water body monitoring; water quality; flood disasters; AI algorithms; ecological balance; sustainable development
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Remote Sensing of Ecosystem Structure and Function Dynamics Due to Climate Change and Human Activities (2nd Edition)
edited by , and
submission deadline 31 Oct 2025 | Viewed by 165 | Submission Open
Keywords: ecosystem structure; ecosystem function; ecological protection; biodiversity; nature reserves; carbon sequestration; climate change
(This special issue belongs to the Section Ecological Remote Sensing)
Applications of Synthetic Aperture Radar (SAR) in Natural Hazard
edited by Mahdi Panahi, , and
submission deadline 31 Oct 2025 | Viewed by 143 | Submission Open
Keywords: synthetic aperture radar (SAR); natural hazard assessment; SAR interferometry (InSAR); SAR image segmentation; SAR change detection; SAR time-series analysis; deep learning in remote sensing; disaster risk reduction; ground deformation analysis; SAR data fusion; remote sensing for disaster management
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing and Non-Destructive Testing Solutions for Sustainable Development and Urban Resilience
edited by , Atiyeh Ardakanian and
submission deadline 31 Oct 2025 | Viewed by 142 | Submission Open
Keywords: remote sensing; non-destructive testing; urban resilience; sustainable development; environmental monitoring; disaster preparedness; urban infrastructure; climate adaptation; resource management; smart cities
(This special issue belongs to the Section Urban Remote Sensing)
Automated Mapping and Monitoring of Soil Key Components and Functions Using Satellite Imagery and Artificial Intelligence Learning
edited by Fubo Zhao, and
submission deadline 31 Oct 2025 | Viewed by 133 | Submission Open
Keywords: soil carbon and nitrogen mapping; soil moisture monitoring; soil moisture mapping; soil sustainable management; climate change; land use change; deep learning machine learning
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Remote Sensing for Burned Area Mapping submission deadline 31 Oct 2025 | Viewed by 113 | Submission Open
Keywords: burn areas’ detection and mapping; geo-informatics; fire severity; fire regime; biomass loss; wildland– urban interface (WUI) fires; three-dimensional modeling; image processing
(This special issue belongs to the Section Earth Observation for Emergency Management)
Application of Remote Sensing in Landscape Ecology
edited by and
submission deadline 31 Oct 2025 | Viewed by 110 | Submission Open
Keywords: remote sensing; landscape ecology; image analysis; environmental indicators; lidar; radar; ecosystem services; spatial analysis; machine learning; drones; multispectral; digital elevation model; UAV; satellite imagery; radiotracking; digital sound recording; landscape fragmentation
(This special issue belongs to the Section Ecological Remote Sensing)
Computer Vision, Neural Networks and Deep Learning for SAR Image Processing
edited by Changcheng Wang, and Alin Achim
submission deadline 31 Oct 2025 | Viewed by 108 | Submission Open
Keywords: SAR image processing; computer vision; deep learning; object detection with SAR; SAR image classification; PolSAR classification; optical and SAR data fusion; agricultural monitoring with SAR; forest monitoring with SAR; soil moisture inversion with SAR; geohazard monitoring with SAR
(This special issue belongs to the Section Remote Sensing Image Processing)
Deep Neural Networks for Hyperspectral Remote Sensing Image Processing (Second Edition)
edited by , Enyu Zhao, and
submission deadline 31 Oct 2025 | Viewed by 103 | Submission Open
Keywords: deep neural networks; deep feature extraction; lightweight model; hyperspectral remote sensing images; thermal infrared; quantitative remote sensing; multi-sensor and multi-platform analyses; remote sensing applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Advanced Applications of Radar Remote Sensing and Artificial Intelligence in Meteorology and Hydrology
edited by and
submission deadline 31 Oct 2025 | Viewed by 91 | Submission Open
Keywords: AI and deep learning models for radar-based rainfall estimation; global case studies of radar-aided flood and storm forecasting; machine learning for hydrometeor classification using dual-pol radar; variational wind retrieval using radar networks; AI-driven analysis of tropical cyclones; hurricanes; and typhoons; orographic precipitation modeling across diverse terrains; integration of radar data with satellite or reanalysis products; cross-continental comparison of precipitation microphysics using disdrometers; radar and AI applications for snow; hail; and mixed-phase precipitation systems
(This special issue belongs to the Section Atmospheric Remote Sensing)
Quantifying Greenhouse Gases Emissions from Remote Sensing Perspective
edited by
submission deadline 31 Oct 2025 | Viewed by 89 | Submission Open
Keywords: greenhouse gas emissions; satellite remote sensing; atmospheric inversion; data assimilation; climate change monitoring; GHG retrieval algorithms; environmental policy
(This special issue belongs to the Section Atmospheric Remote Sensing)
Observation of Optical and Radiative Properties of Atmospheric Aerosols by Ground-Based Remote Sensing Measurements
edited by , Kai Wu, Hongrong Shi and
submission deadline 31 Oct 2025 | Viewed by 81 | Submission Open
Keywords: atmospheric aerosols; ground-based remote sensing; aerosol optical properties; radiative transfer modeling; lidar measurements; radiative forcing; sun photometry; long-term monitoring; data validation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Observation and Simulation of Aerosol, Cloud and Their Interactions
edited by Zengxin Pan, Yawen Liu and
submission deadline 31 Oct 2025 | Viewed by 71 | Submission Open
Keywords: aerosol; cloud; aerosol– cloud interaction; satellite observation; simulation; deep learning
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Modelling and Measuring Snow Cover and Snow Albedo
edited by , , and
submission deadline 1 Nov 2025 | Viewed by 232 | Submission Open
Keywords: snow cover; snow albedo; light-absorbing particles; radiative forcing; Earth radiation budget
(This special issue belongs to the Section Atmospheric Remote Sensing)
Applications of Unmanned Aerial Remote Sensing in Precision Agriculture
edited by Erica Isabella Parisi and
submission deadline 10 Nov 2025 | 3 articles | Viewed by 1892 | Submission Open
Keywords: precision agriculture; unmanned aerial systems (UASs); remote sensing; crop monitoring; soil analysis; irrigation management; multi-spectral imaging; hyper-spectral imaging; thermal imaging; machine learning; environmental impact; data fusion
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Recent Advances in Remote Sensing of Soil Moisture
edited by , Natthachet Tangdamrongsub and
submission deadline 14 Nov 2025 | 3 articles | Viewed by 13566 | Submission Open
Keywords: soil moisture; remote sensing; retrieval algorithms; downscaling; microwave remote sensing; SMAP; SMOS; hydrology
(This special issue belongs to the Section Environmental Remote Sensing)
Applications and Analysis of Satellite Cloud Imagery Using Deep Learning Techniques submission deadline 14 Nov 2025 | 5 articles | Viewed by 10356 | Submission Open
Keywords: satellite cloud image; deep learning; object detection; classification; prediction; restoration; tropical cyclone
(This special issue belongs to the Section Atmospheric Remote Sensing)
Planetary Remote Sensing and Applications to Mars and Chang’E-6/7
edited by , , Zongcheng Ling and
submission deadline 14 Nov 2025 | 6 articles | Viewed by 8923 | Submission Open
Keywords: Mars; the Moon; regolith and other surface materials; in situ and orbital imaging spectroscopy; secondary alteration; endogenic and exogenic processes; geologic mapping
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Objective Mapping of Terrestrial and Planetary Surface Features: Remote Sensing in Geosciences
edited by Alberto González-Díez
submission deadline 14 Nov 2025 | 5 articles | Viewed by 7673 | Submission Open
Keywords: precise DTM or DSM; image filtering techniques; modelling in GIS and remote sensing environments; interferometric measurements; LiDAR cloud of points; digital photogrammetric models; precise measurements of surface deformation; inventories of planetary geoforms; landmark extraction; physics of the earth; tectonics; engineering geology; geomorphology; paleontology; archaeology
(This special issue belongs to the Section Remote Sensing Image Processing)
Exploring Innovative Ionospheric Applications Using Ground and Spaceborne Observations
edited by , , Weijia Zhan and
submission deadline 14 Nov 2025 | 4 articles | Viewed by 4574 | Submission Open
Keywords: ionosphere; machine learning; global navigation satellite system (GNSS); space weather; data assimilation; ionospheric disturbances
(This special issue belongs to the Section Atmospheric Remote Sensing)
Geodata Science and Spatial Analysis with Remote Sensing submission deadline 14 Nov 2025 | 3 articles | Viewed by 4012 | Submission Open
Keywords: air pollutants; heavy metals; nighttime light; data-driven models; hyperspectral remote sensing; coupled CFD-GIS
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Advances in the Study of Intelligent Aerospace submission deadline 14 Nov 2025 | 1 articles | Viewed by 3006 | Submission Open
Keywords: intelligent perception; space missions; remote sensing; intelligent control; machine learning; space object detection; planetary exploration; optical images
(This special issue belongs to the Section AI Remote Sensing)
Monitoring Urban Environment and Temperature Change Using Remote Sensing
edited by , Peter Ibsen and
submission deadline 14 Nov 2025 | 2 articles | Viewed by 2527 | Submission Open
Keywords: urban; land cover; surface temperature; urban thermal environment; urban heat island; urban climate
(This special issue belongs to the Section Urban Remote Sensing)
Precision Agriculture and Crop Monitoring Based on Remote Sensing Methods
edited by , Renato Herrig Furlanetto and
submission deadline 14 Nov 2025 | 4 articles | Viewed by 1926 | Submission Open
Keywords: precision agriculture; remote sensing; crop monitoring; satellite imagery; UAVs (drones); multispectral sensing; hyperspectral imaging; LiDAR in agriculture; AI in agriculture; sustainable farming.
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing for High Impact Weather and Extremes (2nd Edition)
edited by and
submission deadline 14 Nov 2025 | 2 articles | Viewed by 1086 | Submission Open
Keywords: remote sensing; high-impact weather; extreme events; satellite; weather forecasting; natural hazards
(This special issue belongs to the Section Atmospheric Remote Sensing)
SAR Imaging and Deep Learning for Sea Target Detection and Maritime Surveillance
edited by , and Hui Chen
submission deadline 14 Nov 2025 | 1 articles | Viewed by 287 | Submission Open
Keywords: SAR imaging; maritime target detection; deep learning; electromagnetic scattering; multi-source data fusion; marine situational awareness
(This special issue belongs to the Section Ocean Remote Sensing)
Advances in Atmospheric Aerosol Monitoring Based on Lidar and Satellites
edited by
submission deadline 14 Nov 2025 | Viewed by 246 | Submission Open
Keywords: atmospheric aerosols; LiDAR and remote sensing satellites; machine learning in aerosol detection; climate regulation; aerosol– cloud interactions; aerosol transport modeling
(This special issue belongs to the Section Atmospheric Remote Sensing)
Multi-Dimensional Radar Sensing: Systems, Algorithms, and Applications (Second Edition)
edited by , , Xianxiang Yu, and Jiahui Chen
submission deadline 14 Nov 2025 | Viewed by 128 | Submission Open
Keywords: multi-dimensional radar sensing; imaging and sensing algorithms; object detection and recognition; 3-D image and point cloud processing; simultaneous localization and mapping; high-dimensional data visualization; multi-sensors image fusion
Multi-Platform Hydrometeorological Monitoring and Analysis Using Remote Sensing submission deadline 15 Nov 2025 | 9 articles | Viewed by 17493 | Submission Open
Keywords: remote sensing of hydrology; weather radar; multi-platform analysis; soil moisture; precipitation; evapotranspiration; meteorology; weather reanalysis; flood and drought
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing in Forest Fire Monitoring and Post-fire Damage Analysis II submission deadline 15 Nov 2025 | 6 articles | Viewed by 14928 | Submission Open
Keywords: fire damage; post-fire; soil; vegetation; landsat; sentinel; MODIS; multispectral; LiDAR; radar
(This special issue belongs to the Section Forest Remote Sensing)
Evapotranspiration Model Based on Remote Sensing and Ground Station Observation Data and Its Application in Agriculture
edited by , Yun Yang and
submission deadline 15 Nov 2025 | 6 articles | Viewed by 13274 | Submission Open
Keywords: evapotranspiration (ET); water resource management; environmental monitoring; crop growth; irrigation management; drought monitoring; precision agriculture; crop yield prediction
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Remote Sensing Data Application for Early Warning System submission deadline 15 Nov 2025 | 5 articles | Viewed by 12409 | Submission Open
Keywords: natural hazards monitoring; earthquake precursors; flood; drought; fire; tsunami; air and oil spill pollution; landslide; subsidence; volcano eruption; wetland; deforestation; heat islands; cryosphere; geomagnetic storms; etc. modelling and forecasting; thermal anomalies; underground water management; medical diagnostic; time series analysis and data fusion in AI systems
(This special issue belongs to the Section Earth Observation Data)
Remote Sensing Applications for Infrastructures
edited by Maria Libera Battagliere and
submission deadline 15 Nov 2025 | 3 articles | Viewed by 11573 | 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)
Applications of GIS and 3D City Modelling for Sustainable Urban Planning—from Remote Sensing Perspective submission deadline 15 Nov 2025 | 3 articles | Viewed by 9404 | Submission Open
Keywords: GIS; sustainability; 3D city models; sensor data integration; urban planning; geospatial analysis
(This special issue belongs to the Section Urban Remote Sensing)
Novel Interpretations of Solar-Induced Chlorophyll Fluorescence and Photochemical Reflectance Using Remote Sensing
edited by Genghong Wu, and
submission deadline 15 Nov 2025 | 3 articles | Viewed by 7410 | 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)
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