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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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Trend, Progress and Application of Remote Sensing for Atmospheric Environment and Climate Change
edited by , Xingying Zhang, Wei Xiong, , , and
submission deadline 30 Jun 2026 | 6 articles | Viewed by 9242 | Submission Open
Keywords: atmospheric monitoring; satellite observations; air quality; aerosols and clouds; greenhouse gas; climate change; data fusion; machine learning
(This special issue belongs to the Section Atmospheric Remote Sensing)
PAZ Ciencia: Review of the Scientific Results from Radar PAZ Mission Data
edited by , , María José González Bonilla, Juan Manuel Cuerda Muñoz and Nuria Casal Vázquez
submission deadline 30 Jun 2026 | 3 articles | Viewed by 8418 | Submission Open
Keywords: synthetic aperture radar; SAR interferometry; SAR polarimetry; ground deformation; land cover; geo-hazards; hidrology
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Advancement of Multi-Source Remote Sensing Data Fusion in Environmental Monitoring
edited by Junjue Wang, Jiaqi Yang, Yinhe Liu, Zhuo Zheng and
submission deadline 30 Jun 2026 | 4 articles | Viewed by 8047 | Submission Open
Keywords: multi-source remote sensing data fusion; multi-source transferable or domain adaptation models; multi-modal models for remote sensing tasks; ecosystem monitoring; urban analysis; crop monitoring and yield forecasting; glacier and sea ice monitoring; atmospheric monitoring; greenhouse gas emission monitoring; vegetation dynamics and carbon cycle
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing of Ecosystem Structure and Function Dynamics Due to Climate Change and Human Activities (2nd Edition)
edited by , and
submission deadline 30 Jun 2026 | 5 articles | Viewed by 8047 | 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)
Remote Sensing and Associated Artificial Intelligence in Agricultural Applications (2nd Edition) submission deadline 30 Jun 2026 | 4 articles | Viewed by 7512 | Submission Open
Keywords: remote sensing; agricultural application; common agricultural policy (CAP); precision agriculture; machine learning; service prototype development; crop monitoring; crop detection; deep learning; artificial intelligence; crop classification; yield prediction; GIS application; precision farming; remotely piloted aircraft systems (RPASs); image segmentation
(This special issue belongs to the Section AI Remote Sensing)
GNSS and Multi-Sensor Integrated Precise Positioning and Applications
edited by , , Peiyuan Zhou and
submission deadline 30 Jun 2026 | 5 articles | Viewed by 6365 | Submission Open
Keywords: GNSS; multi-sensors integration; integration algorithms; cooperative positioning; challenging environments; precise positioning; robust positioning
(This special issue belongs to the Section Engineering Remote Sensing)
Ground Penetrating Radar (GPR) Applications in Earth, Moon and Planetary Exploration (Second Edition)
edited by
submission deadline 30 Jun 2026 | 4 articles | Viewed by 5936 | Submission Open
Keywords: ground-penetrating radar (GPR); planetary radar; subsurface structure; earth; moon; mars; system; simulation; signal processing; imaging; interpretation; etc.
(This special issue belongs to the Section Engineering Remote Sensing)
Application of Remote Sensing in Landscape Ecology
edited by and
submission deadline 30 Jun 2026 | 3 articles | Viewed by 4281 | 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)
Point Cloud Data Analysis and Applications submission deadline 30 Jun 2026 | 3 articles | Viewed by 4154 | Submission Open
Keywords: point clouds processing; geospatial digital twin modeling; data fusion
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing for Digital Twins in Forestry: Applications and Future Perspectives
edited by Juan Suarez-Minguez and Jacqueline Rosette
submission deadline 30 Jun 2026 | 2 articles | Viewed by 3941 | Submission Open
Keywords: digital twins; earth observation; forestry; AI; tree growth models; high-resolution remote sensing
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing for Monitoring Water and Carbon Cycles
edited by , Fang Cao and Shujie Yu
submission deadline 30 Jun 2026 | 2 articles | Viewed by 3769 | 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 30 Jun 2026 | 1 articles | Viewed by 3651 | 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 and GIS for Monitoring Urbanization and Urban Health (Second Edition) submission deadline 30 Jun 2026 | 1 articles | Viewed by 2517 | Submission Open
Keywords: urbanization and health both regionally and globally; urban landscape; urban ecological system; and health; territorial spatial planning and health city; urbanization speed and acceleration; spatial– temporal analysis of urbanization; green space/blue space/gray space remote sensing monitoring; map of urban development and evolution; urban environment changes and health effects; remote sensing GIS big data and urban health; remote sensing and GIS monitoring; simulating; and predicting of infectious diseases; such as COVID-19
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing of Clouds and Aerosols: Techniques and Applications
edited by , and Yasmin Aboel Fetouh
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1960 | Submission Open
Keywords: clouds; precipitation; cloud pollution; remote sensing; radiative transfer; light scattering; atmospheric ice crystals; aerosol remote sensing; air quality; climate change
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing of Climate Change Influences on Urban Ecology submission deadline 30 Jun 2026 | 1 articles | Viewed by 1906 | Submission Open
Keywords: urban ecology; climate change; nature-based solutions; urban wetlands; green infrastructure; environmental justice; urban forestry; remote sensing; ecosystem services; urban sustainability; urban biodiversity
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Calibration, Validation, and Quality Assurance for Optical Remote Sensors submission deadline 30 Jun 2026 | 2 articles | Viewed by 1437 | 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)
Environmental Monitoring with Sentinel Satellites: Applications and Future Perspectives
edited by Silvia Scifoni, and
submission deadline 30 Jun 2026 | Viewed by 1207 | 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)
Advances in Remote Sensing for Burned Area Mapping submission deadline 30 Jun 2026 | 2 articles | Viewed by 1031 | 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)
Microwave Remote Sensing on Ocean Observation
edited by and
submission deadline 30 Jun 2026 | 1 articles | Viewed by 938 | 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)
Multi-Sensor Remote Sensing Synergies for Flood Hazard Monitoring and Geomorphic Analysis submission deadline 30 Jun 2026 | Viewed by 828 | Submission Open
Keywords: multi-sensor remote sensing; flood hazard; geomorphology; flood geomorphic dynamics monitoring; process coupling; data fusion; risk assessment
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing Applications for Environmental Monitoring and Land Changes submission deadline 30 Jun 2026 | Viewed by 649 | 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)
Advances in High-Resolution Crop Mapping at Large Spatial Scales
edited by and Pengliang Wei
submission deadline 30 Jun 2026 | Viewed by 541 | Submission Open
Keywords: high-resolution crop mapping; remote sensing for agriculture; large-scale crop monitoring; multi-source satellite data; crop classification; machine learning in agriculture; temporal dynamics of crops; agricultural change detection; precision agriculture; remote sensing applications in food security
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
New Trends on Remote Sensing Applications to Mineral Deposits (Third Edition) submission deadline 30 Jun 2026 | Viewed by 468 | Submission Open
Keywords: mineral exploration; multispectral and hyperspectral data; sar data; machine learning; deep learning; satellite data; raw materials
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Deep Learning Techniques for Pixel Classification and Image Retrieval in Remote Sensing submission deadline 30 Jun 2026 | Viewed by 323 | Submission Open
Keywords: high-resolution remote sensing; satellite imagery; pixel-wise classification; time-series image analysis; machine learning applications; deep learning applications; multi-source feature fusion; domain adaptation
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing and GIS for Environmental Analysis and Cultural Heritage (2nd Edition) submission deadline 30 Jun 2026 | Viewed by 282 | Submission Open
Keywords: climate change and CH site preservation; advanced change detection techniques for CH; monitoring of CH sites; 3D mapping and M Modeling for CH preservation; mapping hazards; risk mapping; geospatial standards; GIS-BIM integration
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Remote Sensing of Lithosphere–Atmosphere–Ionosphere Coupling Prior to Earthquakes and Other Natural Hazards: Second Edition
edited by , and Cristiano Fidani
submission deadline 30 Jun 2026 | Viewed by 220 | Submission Open
Keywords: earthquake; precursors; LAIC; ground-based observations; satellite observations; ionospheric disturbances; volcano eruptions; extreme weather; geomagnetic storms/substorms; natural hazards
(This special issue belongs to the Section Atmospheric Remote Sensing)
Applications of Remote Sensing in Hydrology and Ecology: Observations, Methods, and Innovations
edited by , and
submission deadline 30 Jun 2026 | Viewed by 186 | Submission Open
Keywords: remote sensing; hydrological modelling; data assimilation; machine learning; climate extremes monitoring; ground water storage; surface water dynamics
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Multimodal Learning and Explainable AI for Remote Sensing Image Interpretation
edited by Le Yang, , Lei Shi, and
submission deadline 30 Jun 2026 | Viewed by 163 | Submission Open
Keywords: remote sensing; multimodal machine learning; explainable AI; image interpretation; data fusion; heterogeneous data; image registration; earth observation; environmental monitoring; model interpretability
(This special issue belongs to the Section AI Remote Sensing)
3D Computer Vision for Remote Sensing: Point Clouds, Reconstruction and Scene Understanding
edited by , Li Li, Qi Dong and
submission deadline 30 Jun 2026 | Viewed by 157 | Submission Open
Keywords: remote sensing; computer vision; LiDAR; point clouds; 3D synthesis and reconstruction; scene understanding; multimodal data fusion; deep generative models; large vision– language models; 3D remote sensing applications
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
High-Precision Calibration and Polarimetric and Interferometric Image Processing Technology
edited by , Kun Li and Chang Liu
submission deadline 30 Jun 2026 | Viewed by 146 | Submission Open
Keywords: novel calibration algorithms; polarimetric and interferometric calibration models; application of big data and artificial intelligence for SAR calibration; calibration strategies for ongoing and upcoming SAR missions; multi-source data processing with physical modeling and deep learning techniques; quantitative applications of calibrated SAR data
(This special issue belongs to the Section Engineering Remote Sensing)
Artificial Intelligence and Satellite Remote Sensing for Environmental Monitoring submission deadline 30 Jun 2026 | Viewed by 116 | Submission Open
Keywords: artificial intelligence; deep learning; environmental monitoring; ocean remote sensing; marine pollution; water quality monitoring; phytoplankton phenology monitoring; land use/land cover; coastline changes mapping; maritime target detection; hazards; floating material detection
(This special issue belongs to the Section Environmental Remote Sensing)
Multimodal GeoAI for Spatial Fusion: Multi-Source Geotagged Images, Video and Sound submission deadline 30 Jun 2026 | Viewed by 101 | Submission Open
Keywords: multimodal geospatial data; street-view imagery; UAV-perspective data; cross-domain learning and transfer; vision language models for geospatial data fusion; urban built environment; urban governance and smart cities; urban health and wellbeing; disaster response
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Remote Sensing with Radar or Lidar for Multi-Scale Atmospheric Observation
edited by and
submission deadline 30 Jun 2026 | Viewed by 96 | Submission Open
Keywords: radar remote sensing; lidar atmospheric sensing; multi-scale atmospheric observation; atmospheric boundary layer observation; atmospheric parameter retrieval; energy meteorology observation; wind field detection; cloud and precipitation detection; radar/lidar data assimilation; machine learning
(This special issue belongs to the Section Atmospheric Remote Sensing)
Image Processing and Analysis: Trends in Registration, Data Fusion, 3D Reconstruction, and Change Detection (Fourth Edition)
edited by , and Luca Perfetti
submission deadline 30 Jun 2026 | Viewed by 93 | Submission Open
Keywords: image registration; change detection; 3D reconstruction; deep learning; hyperspectral; image matching; data/sensor fusion; object-based image analysis; pattern recognition; volume rendering
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing and In-Situ Characterization of Desert Dust Outbreaks: From Sources to Climate Impact submission deadline 30 Jun 2026 | Viewed by 90 | Submission Open
Keywords: remote sensing; desert dust; atmospheric aerosols; climate change; sensing techniques; dust outbreak; health effects; nutrient transport; trace elements transport
(This special issue belongs to the Section Environmental Remote Sensing)
Urban Sprawl and Urban Sustainability: High-Resolution Remote-Sensing Image Analytics
edited by , and Yan Zhang
submission deadline 30 Jun 2026 | Viewed by 89 | Submission Open
Keywords: remote sensing; deep learning; multi-sensor/ multi-modal data fusion; image classification; change detection; time-series image analysis; semantic segmentation; urban sustainability
(This special issue belongs to the Section Remote Sensing Image Processing)
Deep Learning for Maritime Target Interpretation in Satellite Synthetic Aperture Radar Imagery
edited by Nan Xu, and Shijin Li
submission deadline 30 Jun 2026 | Viewed by 74 | Submission Open
Keywords: Synthetic Aperture Radar (SAR); deep learning; maritime monitoring; small target detection; anchor-free detection; multimodal data fusion
(This special issue belongs to the Section Ocean Remote Sensing)
Advances in Video Satellite Remote Sensing and Moving Target Monitoring
edited by and Shengyang Li
submission deadline 30 Jun 2026 | Viewed by 57 | Submission Open
Keywords: satellite video; dynamic target detection; dynamic target tracking; dynamic scene understanding; video enhancement and super-resolution; dim-small target; video intrinsic decomposition; deep leaning; video satellite design
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Geohazard Mapping, Monitoring and Prediction with Advanced Remote Sensing Techniques submission deadline 30 Jun 2026 | Viewed by 49 | Submission Open
Keywords: geohazards; remote sensing; InSAR; unmanned aerial vehicles; machine learning; deep learning
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Multi-Source Remote Sensing and Foundation Models for Advanced Vegetation Mapping and Ecosystem Service Assessment
edited by Jianhong Liu, Clement Atzberger, Peijun Sun, Xianfeng Liu and Donghai Zhang
submission deadline 30 Jun 2026 | Viewed by 49 | Submission Open
Keywords: multi-source remote sensing; foundation model; vegetation mapping and monitoring; sensor fusion; lidar– optical– sar integration; ecosystem service assessment; shallow to deep machine learning; time-series analysis; multi-sensor uav-based vegetation monitoring; land surface phenology and phenology-driven mapping; cross-scale modeling and uncertainty assessment
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advanced Remote Sensing for Hydro-Climatic Extremes: Modeling, Characterization, and Risk Analysis
edited by , and Dimitrios Stampoulis
submission deadline 30 Jun 2026 | Viewed by 46 | Submission Open
Keywords: hydrological modeling; earth observation (EO); machine learning (ML); GeoAI; hydro-climatic extremes; water resources management
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Emulation and Surrogate Modeling in Remote Sensing: Advances, Challenges and Applications submission deadline 30 Jun 2026 | Viewed by 43 | Submission Open
Keywords: emulation; surrogate modeling; radiative transfer models; machine learning/deep learning; uncertainty quantification; atmosphere; vegetation; and land surface retrievals; hyperspectral and multispectral data; data assimilation; cloud computing and HPC
(This special issue belongs to the Section Remote Sensing Image Processing)
Advanced Remote Sensing Technologies for Soil Erosion Mapping and Modeling
edited by , Xihua Yang and
submission deadline 30 Jun 2026 | Viewed by 43 | Submission Open
Keywords: soil erosion; remote sensing; RUSLE; gully erosion; land degradation; machine learning; GIS; UAV; sediment yield; conservation practices
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Technologies and Methods for Ocean Monitoring and Surveillance
edited by , Gianmarco Lunghi and José Carlos Nieto-Borge
submission deadline 30 Jun 2026 | Viewed by 30 | Submission Open
Keywords: radar data analysis; ocean wave; bathymetry reconstruction; numerical modeling; river discharge; oil spill
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing of Solar Radiation Absorbed by Land Surfaces (Second Edition) submission deadline 30 Jun 2026 | Viewed by 28 | Submission Open
Keywords: land surface albedo; incoming solar radiation; aerosols; clouds; BRDF; photovoltaic; radiative forcing; validation; climate change/mitigation; earth radiation budget; applications of radiation products
(This special issue belongs to the Section Environmental Remote Sensing)
Progress in Remote Sensing and Scalable Computing for Natural Hazard Detection and Emergency Response submission deadline 30 Jun 2026 | Viewed by 25 | Submission Open
Keywords: remote sensing; scalable computing; data integration; natural hazard; early warning; emergency response
(This special issue belongs to the Section Earth Observation for Emergency Management)
Global Monitoring of Inland Water Using Remote Sensing and Artificial Intelligence (Second Edition)
edited by Nan Xu, , and
submission deadline 30 Jun 2026 | Viewed by 15 | Submission Open
Keywords: remote sensing; inland water; artificial intelligence; water resource; hydrology; machine learning; global change and regional response
(This special issue belongs to the Section AI Remote Sensing)
Application of Multi-Sensor Remote Sensing to Investigate Water Energy Balance Process
edited by Linan Guo, Yanhong Wu and
submission deadline 30 Jun 2026 | Viewed by 7 | Submission Open
Keywords: water energy balance; thermodynamic processes; climate change; data assimilation; remote sensing in water environments; water resources
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Supporting the Inventorying and Analysis of Ground Instabilities Scenarios Induced by Earthquakes
edited by , Gian Marco Marmoni and
submission deadline 15 Jul 2026 | 2 articles | Viewed by 6809 | Submission Open
Keywords: earthquake-induced landslides; landslide distribution; landslide scenarios; co/post-seismic landslides surveying and monitoring; remote sensing applied to landslides; SAR; DInSAR; GBInSAR interferometry; photointerpretation; environmental monitoring
(This special issue belongs to the Section Environmental Remote Sensing)
Neural Networks and Deep Learning for Satellite Image Processing
edited by Jinsong Chen, , and Yue Xu
submission deadline 15 Jul 2026 | 2 articles | Viewed by 2427 | Submission Open
Keywords: forest canopy structure or parameter retrieval; deep learning; land cover and land use mapping; transfer learning; matric learning; transferability assessment; cloud removal; spatial-temporal image fusion; parameter efficient fine-tuning; change detection; object recognition; super resolution
(This special issue belongs to the Section Remote Sensing Image Processing)
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