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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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Remote Sensing for Mineral Exploration: Current Progress and Future Vision
edited by , Zhifang Zhao, and Deshuai Yuan
submission deadline 28 Jun 2025 | Viewed by 674 | Submission Open
Keywords: remote sensing; mineral exploration; multispectral and hyperspectral; lithology; mineralization; deep learning
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Measurements of Land Use and Land Cover
edited by
submission deadline 28 Jun 2025 | 1 articles | Viewed by 531 | Submission Open
Keywords: image classification; change detection; image processing; urban sprawl; environmental science
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Remote Sensing Used in Mineral Exploration
edited by Hai Li and
submission deadline 28 Jun 2025 | Viewed by 338 | Submission Open
Keywords: mineral exploration; geospatial analysis; data integration; geological mapping; machine learning; hyperspectral imaging
(This special issue belongs to the Section Environmental Remote Sensing)
Integrating Remote Sensing, Machine Learning, and Process-Based Modelling for Monitoring Environmental and Agricultural Landscapes Under Climate Change
edited by Michael Gbenga Ogungbuyi and
submission deadline 28 Jun 2025 | Viewed by 268 | Submission Open
Keywords: remote sensing; machine learning; artificial intelligence; deep learning; process-based models; biophysical modelling; climate change impacts; environmental monitoring; agricultural landscapes; adaptive management
(This special issue belongs to the Section Environmental Remote Sensing)
Satellite Remote Sensing for Meteorological Disaster Monitoring and Forecasting submission deadline 28 Jun 2025 | Viewed by 268 | Submission Open
Keywords: meteorological hazards; extreme Precipitation; flash floods; early warning systems; droughts; wildfires; heat waves; meteorological disaster management
(This special issue belongs to the Section Atmospheric Remote Sensing)
Hyperspectral Classification in Remote Sensing: State-of-the-Art Methods and Emerging Trends
edited by , Zhigang Tu, Le Dong and
submission deadline 28 Jun 2025 | Viewed by 241 | Submission Open
Keywords: hyperspectral image classification; remote sensing; spectral-spatial features; feature extraction; deep learning; machine learning
(This special issue belongs to the Section Remote Sensing Image Processing)
3D Modelling of Archaeoseismic Damage by Remote Sensing
edited by Yolanda Sánchez and
submission deadline 28 Jun 2025 | Viewed by 132 | Submission Open
Keywords: 3D modeling; geohazards; remote sensing; GIS; paleoseismology; archaeoseismology
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Ecological Environment Remote Sensing and Sustainable Development Evaluation in Coastal Zones submission deadline 29 Jun 2025 | 2 articles | Viewed by 1452 | Submission Open
Keywords: coastal zones; intelligent remote sensing interpretation; ecological environment remote sensing; ecological pro-cesses; landscape ecological security; land subsidence safety; sustainable development
(This special issue belongs to the Section Environmental Remote Sensing)
Artificial Intelligence for Natural Hazards (AI4NH) submission deadline 30 Jun 2025 | 9 articles | Viewed by 37034 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; optical data; SAR images; pixel-based image analysis; object-based image analysis (OBIA); time series analysis; spatial modeling; susceptibility mapping; risk assessment; landslides; submarine landslides; volcanoes; snow avalanche; glaciers; earthquakes; earthquakes and tsunamis; storms; land subsidence; droughts; extreme temperatures; floods; wildfires/bushfires; post-fire debris flow; deforestation; soil; gully; and piping erosion; multi-hazards
(This special issue belongs to the Section Environmental Remote Sensing)
Advances of Remote Sensing and GIS Technology in Surface Water Bodies submission deadline 30 Jun 2025 | 10 articles | Viewed by 27540 | Submission Open
Keywords: remote sensing; hydrology; surface water bodies; lakes; wetlands; classification accuracy; long-term monitoring
(This special issue belongs to the Section Environmental Remote Sensing)
Knowledge-Driven and/or Data-Driven Methods for Remote Sensing Image Processing
edited by , Xile Zhao, , Bin Zhao and
submission deadline 30 Jun 2025 | 8 articles | Viewed by 17741 | Submission Open
Keywords: image processing; remote sensing; knowledge-driven methods; data-driven methods
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing Applications to Ecology: Opportunities and Challenges II
edited by , , and Steven Longmore
submission deadline 30 Jun 2025 | 7 articles | Viewed by 17339 | Submission Open
Keywords: land-; sea-; air-; space-based monitoring; multi-spectral remote sensing; hyperspectral remote sensing; LiDAR; sensor fusion; time series analysis; data fusion and data assimilation; wireless (2/3/4/5G/WiFi/satellite) mesh networking in remote areas; machine learning (image processing and pattern recognition); high-performance inferencing; edge/IoT deployment and inferencing; robotics (rovers; drones); remote sensing applications; poaching; wildlife conservation; animal counting; environment monitoring; change detection
(This special issue belongs to the Section Ecological Remote Sensing)
Intelligent Processing, Mining and Application of Remote Sensing Information
edited by , , Xing Wang, and
submission deadline 30 Jun 2025 | 7 articles | Viewed by 16807 | Submission Open
Keywords: remote sensing image processing; artificial intelligence; fusion of multi-sensor remote sensing data; nighttime light remote sensing; sustainable development goals; disaster and natural resource monitoring; socioeconomic remote sensing
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing for Management of Invasive Species
edited by
submission deadline 30 Jun 2025 | 10 articles | Viewed by 16740 | Submission Open
Keywords: invasive species and pathogens; remote sensing; machine learning; mapping invasive species; monitoring environmental impact; species distribution modelling; invasive species management; biocontrol; pest and weed control
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Application of Photogrammetry and Remote Sensing in Urban Areas submission deadline 30 Jun 2025 | 5 articles | Viewed by 13911 | Submission Open
Keywords: remote sensing; photogrammetry; urban heterogeneous data fusion; urban planning; urban traffic mitigation; urban digital twins; urban pollution monitoring; global extreme event; machine learning; data mining
(This special issue belongs to the Section Urban Remote Sensing)
Advances in Near-Earth Space and Atmospheric Physics from Ground-Based and Satellite Observations
edited by Veronika Barta, Christina Arras and Jaroslav Urbar
submission deadline 30 Jun 2025 | 7 articles | Viewed by 12979 | Submission Open
Keywords: ground-based and satellite observations; GNSS/Lidar/SAR/Microwave radiometer; solar– terrestrial coupling processes; troposphere– ionosphere coupling; geospheric storms; ionospheric physics; space weather; model comparison with observations
(This special issue belongs to the Section Atmospheric Remote Sensing)
Mapping Essential Elements of Agricultural Land Using Remote Sensing
edited by , Jilin Yang, Fei Li, and Wenzhi Zhao
submission deadline 30 Jun 2025 | 7 articles | Viewed by 12828 | Submission Open
Keywords: agricultural land mapping; agricultural land parameter retrieval; yield estimation or forecasts; biomass in agricultural land; water use efficiency in agricultural land; plant biodiversity in agricultural land; plant growth model; deep learning
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Machine Learning and Image Processing for Object Detection submission deadline 30 Jun 2025 | 5 articles | Viewed by 12526 | Submission Open
Keywords: machine learning algorithm; image processing; deep learning; object detection; quality measurement; 3D objects; pre/post-processing; drone imagery
(This special issue belongs to the Section Environmental Remote Sensing)
Target Recognition and Detection Based on High Resolution Radar Images
edited by , , , Lixiang Ma and
submission deadline 30 Jun 2025 | 9 articles | Viewed by 10943 | 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)
Remote Sensing in Space Geodesy and Cartography Methods (Third Edition)
edited by , , , Tzu-pang Tseng and
submission deadline 30 Jun 2025 | 11 articles | Viewed by 10618 | Submission Open
Keywords: GNSS; LiDAR; satellite gravimetry; satellite altimetry; optical/multispectral/hyperspectral/SAR remote sensing; space geodetic technique; deep space detection
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Vegetation Mapping through Multiscale Remote Sensing submission deadline 30 Jun 2025 | 5 articles | Viewed by 10520 | Submission Open
Keywords: Vegetation distribution and dynamics; Environmental assessment and monitoring; Multiscale and multiplatform remote sensing; Spectral and structural data integration; Multispectral imagery; LiDAR/SAR; UAV; Field spectrometry; Upscaling; Downscaling
(This special issue belongs to the Section Environmental Remote Sensing)
Advanced Ground-Penetrating Radar (GPR) Technologies and Applications submission deadline 30 Jun 2025 | 10 articles | Viewed by 9900 | Submission Open
Keywords: GPR; signal processing; modeling; inversion; application
(This special issue belongs to the Section Engineering Remote Sensing)
Advances in Remote Sensing for Land Subsidence Monitoring
edited by Xiaoqiong Qin, Wei Tang, and
submission deadline 30 Jun 2025 | 6 articles | Viewed by 8910 | 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 for Geospatial Science)
Remote Sensing Applications in Land Cover Changes and Associated Environmental Effects: Progress, Challenges, and Opportunities
edited by , , , Haiyan Zhang and Shoubao Geng
submission deadline 30 Jun 2025 | 5 articles | Viewed by 8322 | Submission Open
Keywords: land cover change; remote sensing; climate change; human activities; human well-being
(This special issue belongs to the Section Environmental Remote Sensing)
Feature Papers of Section “Atmospheric Remote Sensing” (Second Edition) submission deadline 30 Jun 2025 | 5 articles | Viewed by 8280 | Submission Open
Keywords: terrestrial atmosphere; remote sensing; atmospheric aerosol; trace gases; clouds; precipitation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Monitoring and Managing Environmental Sustainability Using Remote Sensing
edited by and
submission deadline 30 Jun 2025 | 6 articles | Viewed by 7483 | Submission Open
Keywords: remote sensing; environmental sustainability; land use/cover change; habitat health; climate change monitoring; satellite imagery; environmental monitoring; ecosystem assessment
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Deep Learning Applications of 3D Reconstruction and Visualization from Remote Sensing Imagery submission deadline 30 Jun 2025 | 5 articles | Viewed by 6883 | Submission Open
Keywords: deep learning; 3D reconstruction; visualization; disaster management; enhanced spatial understanding; algorithms
(This special issue belongs to the Section AI Remote Sensing)
Advances in Earth Observation to Improve Flood Disaster Monitoring and Management (Second Edition)
edited by , and Sandro Martinis
submission deadline 30 Jun 2025 | 4 articles | Viewed by 6883 | Submission Open
Keywords: flood disaster; flood monitoring and management; remote sensing; modelling; machine learning
(This special issue belongs to the Section Earth Observation for Emergency Management)
Land Surface Temperature Estimation Using Remote Sensing II
edited by
submission deadline 30 Jun 2025 | 3 articles | Viewed by 6260 | Submission Open
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Applications of Remote Sensing in Monitoring Ionospheric and Atmospheric Physics (Third Edition) submission deadline 30 Jun 2025 | 6 articles | Viewed by 5433 | Submission Open
Keywords: ionosphere; atmosphere; ionospheric irregularities; ionospheric/thermosphric modeling; data assimilation; geomagnetic storms; radars; radio occultations; GNSS TEC; airglow observations
(This special issue belongs to the Section Atmospheric Remote Sensing)
Advances in 3D Reconstruction Based on Remote Sensing Imagery and Lidar Point Cloud
edited by , Shuang Song and Bing Wang
submission deadline 30 Jun 2025 | 3 articles | Viewed by 5121 | Submission Open
Keywords: three-dimensional reconstruction; remote sensing image; LiDAR point cloud; multi-modality fusion; semantic segmentation; deep learning; neural radiation field (NeRF); 3D Gaussian splatting (3DGS); generative modeling; large models; ubiquitous point cloud interpretation; 3D scene modeling; building reconstruction; indoor modeling; natural scene reconstruction; digital twins
(This special issue belongs to the Section Engineering Remote Sensing)
Imagery Classification and Feature Extraction Based on Hyperspectral Remote Sensing
edited by , Sen Lei, Yuanchao Su and
submission deadline 30 Jun 2025 | 4 articles | Viewed by 5062 | Submission Open
Keywords: remote sensing; hyperspectral image; image classification; feature extraction; artificial intelligence; image processing
(This special issue belongs to the Section Remote Sensing Image Processing)
Advanced SAR/InSAR Techniques in Understanding and Monitoring Geohazards
edited by Zhangfeng Ma, Haipeng Luo, Jihong Liu, and Yosuke Aoki
submission deadline 30 Jun 2025 | 5 articles | Viewed by 4770 | Submission Open
Keywords: SAR/InSAR; space geodesy; earthquake; landslides; volcano; multiple source data integration; natural hazards; geological disasters; risk assessment
(This special issue belongs to the Section Earth Observation for Emergency Management)
Antarctic Remote Sensing Applications (Second Edition) submission deadline 30 Jun 2025 | 3 articles | Viewed by 4217 | Submission Open
Keywords: antarctica; ice sheets change; permafrost state; landform dynamics; biota occupation; human presence; multi-sensor and multiplatform analysis; remote sensing applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Advances in Remote Sensing of Atmospheric Aerosols and Their Radiative Effects
edited by and Hiren Jethva
submission deadline 30 Jun 2025 | 3 articles | Viewed by 3809 | 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)
Big Geo-Spatial Data and Advanced 3D Modelling in GIS and Satellite submission deadline 30 Jun 2025 | 1 articles | Viewed by 3566 | Submission Open
Keywords: remote sensing from satellite and UAV (unmanned aerial vehicles) sources; massive dataset processing; spatiotemporal information systems; data analysis including data mining and machine and deep learning; imagery and 3D point cloud fusion; ecology and precision agriculture
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Ecosystem Protection in Arid and Semi-Arid Regions Supported by Multi-Source Remote Sensing Data
edited by , Junran Li, and
submission deadline 30 Jun 2025 | 5 articles | Viewed by 3427 | Submission Open
Keywords: multi scale remote sensing data; remote sensing technology; arid and semi-arid regions; climate change; dryland ecosystems; structure and function farmland protection forest
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Deep Learning for Very-High Resolution Land-Cover Mapping (Second Edition)
edited by and
submission deadline 30 Jun 2025 | 1 articles | Viewed by 2332 | Submission Open
Keywords: deep learning; explainable deep learning; land-cover mapping; geo-information extraction; very high-resolution images; data augmentation; data fusion; semantic segmentation; instance segmentation; change detection; weak and semi-supervision
(This special issue belongs to the Section Urban Remote Sensing)
Geospatial Intelligence in Remote Sensing
edited by Samsung Lim and Badal Pokharel
submission deadline 30 Jun 2025 | 2 articles | Viewed by 2219 | Submission Open
Keywords: geospatial intelligence; remote sensing; machine learning; spatial analysis; GeoAI; 3D point cloud processing; environmental monitoring; satellite image classification
(This special issue belongs to the Section Remote Sensing for Geospatial Science)
Remote Sensing and Associated Artificial Intelligence in Agricultural Applications (2nd Edition) submission deadline 30 Jun 2025 | 2 articles | Viewed by 1526 | 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)
Observations of Atmospheric and Oceanic Processes by Remote Sensing
edited by , , Xiaofeng Zhao and
submission deadline 30 Jun 2025 | 3 articles | Viewed by 1376 | Submission Open
Keywords: ocean– atmosphere interaction; atmospheric processes; oceanic monitoring; climate change monitoring; microwave remote sensing; satellite observations; observation methods; observation instruments; artificial intelligence in remote sensing; emerging remote sensing technologies
(This special issue belongs to the Section Ocean Remote Sensing)
Intelligent Perception and Robust Positioning Methods in GNSS-Denied Environments
edited by , Zhaoliang Liu, and
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1318 | Submission Open
Keywords: spatiotemporal intelligence; ubiquitous positioning; global navigation satellite system; indoor positioning; intelligent perception; multi-source fusion; deep learning; location-based services
(This special issue belongs to the Section Engineering Remote Sensing)
Artificial Intelligence and Big Data for Oceanography (2nd Edition) submission deadline 30 Jun 2025 | 1 articles | Viewed by 1213 | Submission Open
Keywords: artificial intelligence; oceanography; big data; remote sensing; information extraction; data mining
(This special issue belongs to the Section Ocean Remote Sensing)
Artificial Intelligence and Machine Learning with Applications in Remote Sensing (Third Edition) submission deadline 30 Jun 2025 | 2 articles | Viewed by 1202 | Submission Open
Keywords: remote sensing data; artificial intelligence; machine learning; deep learning; hyperspectral images
(This special issue belongs to the Section Engineering Remote Sensing)
Advanced Techniques of Spaceborne Surveillance Radar
edited by , Weiwei Wang, Yanhong Xu and Yuhong Zhang
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1181 | Submission Open
Keywords: spaceborne radar system; spaceborne antenna technique; array signal processing; moving target detection; non-homogeneity clutter suppression; jamming suppression; multi-target tracking
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Application of Remote Sensing Technology in Wetland Ecology
edited by , , and Jingwei Li
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1152 | 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)
Spaceborne Global Navigation Satellite System Reflectometry (GNSS-R): Techniques, Applications, and Challenges
edited by , Wei Wan and
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1080 | Submission Open
Keywords: GNSS-R; satellite mission; small satellite; ocean surface; soil moisture; sea ice; biomass; target detection
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Recent Advances in Microwave and Millimeter-Wave Imaging Sensing
edited by , , Hailiang Lu, Guoping Hu and
submission deadline 30 Jun 2025 | 1 articles | Viewed by 1043 | Submission Open
Keywords: microwave; millimeter wave; radiometer; radar; imaging systems; polarization; aperture synthesis; antenna design; detection and recognition; information extraction
(This special issue belongs to the Section Remote Sensing Image Processing)
Deep Learning and Foundation Models: Advancing Remote Sensing Applications submission deadline 30 Jun 2025 | 1 articles | Viewed by 945 | Submission Open
Keywords: remote sensing; deep learning; data analysis; modeling; machine vision; artificial intelligence
(This special issue belongs to the Section Engineering Remote Sensing)
Supporting Earth Observation and Human–Environment Interaction with Global Geospatial Information
edited by and
submission deadline 30 Jun 2025 | 1 articles | Viewed by 926 | 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)
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