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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. The journal’s Editor-in-Chief and/or designated EBM 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. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Remote Sensing for Geo-Hydrological Hazard Monitoring and Assessment
edited by Diandong Ren
submission deadline 15 Nov 2024 | Viewed by 13 | Submission Open
Keywords: geo-hydrological hazards; disaster prediction; extreme precipitation; flash floods; mudslides/landslides; earthquakes
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing of Post-fire Environmental Damage and Forest Recovery: New Challenges and Approaches submission deadline 20 Nov 2024 | 5 articles | Viewed by 11851 | Submission Open
Keywords: Wildfire severity evaluation and land monitoring; Big data and artificial intelligence; 3D mapping post-fire Studies; Hyperspectral sensors post fire Studies; Ultra-high spatial resolution; Modeling image time-series for fire disturbance recovery; Wildland– urban interface (WUI); Climate change on forest fire severity
(This special issue belongs to the Section Forest Remote Sensing)
Rock Slope Hazard, Vulnerability and Risk Modelling Using Remotely Sensed Data and Data-Driven Techniques submission deadline 25 Nov 2024 | 5 articles | Viewed by 9560 | Submission Open
Keywords: remote sensing; photogrammetry; LiDAR; UAV; rock mass characterisation; rock mass stability assessment; rock slope stability; hazard; mapping; rockfall; machine learning
(This special issue belongs to the Section Engineering Remote Sensing)
Recent Advances in Remote Sensing Image Processing Technology
edited by , Xueqian Wang, , and
submission deadline 25 Nov 2024 | 4 articles | Viewed by 4062 | Submission Open
Keywords: remote sensing; image fusion; feature extraction; image classification; change detection; object detection
(This special issue belongs to the Section Environmental Remote Sensing)
Point Cloud Processing with Machine Learning
edited by Abdul Awal Md Nurunnabi, , Yan Xia and
submission deadline 25 Nov 2024 | 4 articles | Viewed by 3146 | Submission Open
Keywords: classification; deep learning; feature extraction; machine learning; pattern recognition; point cloud; remote sensing; object detection; segmentation; visualization; scene understanding; SLAM systems
(This special issue belongs to the Section AI Remote Sensing)
Data Fusion Methods and AI Technologies for Resilient PNT in Challenging Observation Areas
edited by Xiaoguo Zhang, , , and Yujia Zhang
submission deadline 25 Nov 2024 | Viewed by 1096 | Submission Open
Keywords: continuous positioning; GNSS; SLAM; tight integration; Kalman filter; factor graph; artificial intelligence; non-linear optimization; map aided positioning; multi-sensor integration; machine learning
(This special issue belongs to the Section Remote Sensing Image Processing)
Advances in Remote Sensing of Vegetation Structure Analysis and Forest Ecosystems Monitoring submission deadline 25 Nov 2024 | Viewed by 172 | Submission Open
Keywords: LiDAR remote sensing; forest monitoring; aerial photogrammetry; vegetation structure; time series vegetation index; land cover change
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Advancements in Microwave Radiometry for Atmospheric Remote Sensing
edited by Ada Vittoria Bosisio and
submission deadline 26 Nov 2024 | 2 articles | Viewed by 1522 | Submission Open
Keywords: microwave radiometry; atmospheric remote sensing; weather forecasting; climate modeling; air quality monitoring
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Satellites Calibration and Validation
edited by Yonghua Jiang, , and Litao Li
submission deadline 27 Nov 2024 | 10 articles | Viewed by 9386 | Submission Open
Keywords: new calibration method; accuracy of satellite calibration; challenge of satellite calibration
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Satellite Observations for Hydrology Modelling submission deadline 28 Nov 2024 | Viewed by 314 | 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)
Multi-source Remote Sensing Data in Hydrology and Geophysical Processes
edited by , , Qiudong Zhao and
submission deadline 28 Nov 2024 | Viewed by 112 | Submission Open
Keywords: hydrologic variables; data fusion; surface water; glaciers; snow cover; hydrological process; flood monitoring
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Remote Sensing of Soil Moisture Retrieval With Radar, Radiometer, and GNSS-R submission deadline 28 Nov 2024 | Viewed by 76 | Submission Open
Keywords: surface soil moisture; root zone soil moisture; synthetic-aperture radar; radiometers; GNSS-R; microwave; field experiments
(This special issue belongs to the Section Environmental Remote Sensing)
Advanced Ground-Penetrating Radar (GPR) Technologies and Applications submission deadline 28 Nov 2024 | Viewed by 29 | Submission Open
Keywords: GPR; signal processing; modeling; inversion; application
(This special issue belongs to the Section Engineering Remote Sensing)
Digital Twins of the Earth: Contribution to a More Sustainable Society submission deadline 28 Nov 2024 | Viewed by 25 | Submission Open
Keywords: digital twin; earth observation; sustainability; cyber-physical world (virtual worlds); Web 4.0 (intelligent web); AI
(This special issue belongs to the Section AI Remote Sensing)
Monitoring and Managing Environmental Sustainability Using Remote Sensing
edited by and
submission deadline 28 Nov 2024 | Viewed by 20 | 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)
Advancements in LiDAR Technology and Applications in Remote Sensing
edited by Luis Miguel González de Santos
submission deadline 28 Nov 2024 | Viewed by 8 | Submission Open
Keywords: LiDAR; point cloud processing; UAV; infrastructure monitoring; machine learning; power lines inspection
(This special issue belongs to the Section Environmental Remote Sensing)
Application of Remote Sensing in Arctic Ecosystem Monitoring
edited by and Olga Tutubalina
submission deadline 28 Nov 2024 | Submission Open
Keywords: Arctic; ecosystem; terrestrial; marine; sea ice; coastal; freshwater; satellite; UAV; ecology; ecosystem
(This special issue belongs to the Section Ecological Remote Sensing)
Advances in Synthetic Aperture Radar (SAR) Signal and Image Processing
edited by , Hongyang An, Yan Wang, and
submission deadline 29 Nov 2024 | 5 articles | Viewed by 3544 | Submission Open
Keywords: SAR image processing; error estimation and compensation; 3-D SAR imaging; video SAR imaging; information extraction; information fusion; artificial intelligence
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing in Natural Resource and Water Environment II submission deadline 30 Nov 2024 | 13 articles | Viewed by 13767 | Submission Open
Keywords: hyperspectral remote sensing in the environment; retrieving air pollutant concentrations through remote sensing; machine learning algorithms for modeling based on remote sensing data; ecological indicators mapping by remote sensing; urban stormwater models; hydrologic models; flood disaster; water pollution; wastewater treatment; water resource management; urban-rural management; urban planning
(This special issue belongs to the Section Environmental Remote Sensing)
Artificial Intelligence and Remote Sensing for Natural Hazard and Disaster Management submission deadline 30 Nov 2024 | 4 articles | Viewed by 12090 | Submission Open
Keywords: artificial intelligence; machine learning; remote sensing; earth observation; natural hazard
(This special issue belongs to the Section AI Remote Sensing)
Big Earth Data for Climate Studies submission deadline 30 Nov 2024 | 5 articles | Viewed by 9926 | Submission Open
Keywords: big earth data; climate change; geospatial data; geo-computation; GPU computing; natural disaster; spatiotemporal data analytics; resilience; rapid response; community inequality
(This special issue belongs to the Section Earth Observation for Emergency Management)
Artificial Intelligence for Ocean Remote Sensing
edited by , and
submission deadline 30 Nov 2024 | 3 articles | Viewed by 8026 | Submission Open
Keywords: ocean remote sensing; artificial intelligence; machine learning and deep learning; big data mining; data-driven model; ocean processes; ocean color and environment; coastal environment and disaster
(This special issue belongs to the Section AI Remote Sensing)
Application of Remote Sensing in Cultural Heritage Research II submission deadline 30 Nov 2024 | 3 articles | Viewed by 5505 | Submission Open
Keywords: 3D digitisation; remote sensing; multispectral/hyperspectral data; geospatial analysis; machine learning; photogrammetry; lidar; aerial/terrestrial data collection; restoration/preservation
(This special issue belongs to the Section Environmental Remote Sensing)
Advanced Application of Artificial Intelligence and Machine Vision in Remote Sensing III
edited by
submission deadline 30 Nov 2024 | 5 articles | Viewed by 4842 | Submission Open
Keywords: artificial intelligence (AI); machine vision (MV); machine learning (ML); geospatial information systems (GIS); optimisation; spatial framework; deep learning (DL)
(This special issue belongs to the Section AI Remote Sensing)
Advances in Understanding and 3D Semantic Modeling of Large-Scale Urban Scenes from Point Clouds II submission deadline 30 Nov 2024 | 4 articles | Viewed by 4067 | Submission Open
Keywords: point cloud enhancement; semantic segmentation; instance segmentation; panoptic segmentation; outdoor reconstruction; indoor reconstruction; urban utility modeling; efficient data structures; deep learning-based reconstruciton; model simplification; intelligent applications
(This special issue belongs to the Section Urban Remote Sensing)
Advances in Retrieval, Operationalization, Monitoring and Application of Sea Surface Temperature III
edited by and Eileen Maturi
submission deadline 30 Nov 2024 | 6 articles | Viewed by 3771 | Submission Open
Keywords: sea surface temperature (SST) retrieval algorithm; SST operational production; Marine heat waves monitoring; temperature anomaly effects on marine biodiversity; cloud detection; validation; monitoring and error characterization of SST
(This special issue belongs to the Section Ocean Remote Sensing)
Earth Observation Data in Environmental Data Spaces
edited by , , Lucy Bastin and Kaori Otsu
submission deadline 30 Nov 2024 | 1 articles | Viewed by 2604 | Submission Open
Keywords: data quality; provenance; governance; processing; data space; semantics
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
SAR Images Processing and Analysis (2nd Edition)
edited by Qian Song, Xiao Wang, and
submission deadline 30 Nov 2024 | 3 articles | Viewed by 2381 | Submission Open
Keywords: synthetic aperture radar (SAR); polarimetric SAR (PolSAR); InSAR; TomoSAR; target decomposition; SAR image classification; SAR simulation
(This special issue belongs to the Section Remote Sensing Image Processing)
Recent Developments in Remote Sensing Instruments, Technologies, and Results for Aerosol and Cloud Measurements
edited by Matthew McGill
submission deadline 30 Nov 2024 | 3 articles | Viewed by 1891 | Submission Open
Keywords: clouds; cloud radiative effects; aerosols; aerosol radiative effects; cloud– aerosol interactions; aerosol transport; diurnal variability; remote sensing
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Supporting the Inventorying and Analysis of Ground Instabilities Scenarios Induced by Earthquakes
edited by , Gian Marco Marmoni and
submission deadline 30 Nov 2024 | 1 articles | Viewed by 1637 | 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)
Hyperspectral Imaging and LiDAR Scanning Technology Development and Applications
edited by , Yuwei Chen, and
submission deadline 30 Nov 2024 | 2 articles | Viewed by 1470 | Submission Open
Keywords: hyperspectral imaging; LiDAR; data processing; artificial intelligence; remote sensing applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Explainable Artificial Intelligence (XAI) in Remote Sensing Big Data (Second Edition) submission deadline 30 Nov 2024 | 1 articles | Viewed by 1279 | Submission Open
Keywords: explainable artificial intelligence (XAI); remote sensing (RS) big data; semantic interpretation; deep feature understanding; large scale RS image classification/segmentation; object detection; multi-source geospatial data; large scale inversion problems; spatial optimization; environmental applications; climate change; machine learning; deep learning
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing Applications to Ecology: Opportunities and Challenges II
edited by , , and Steven Longmore
submission deadline 30 Nov 2024 | 1 articles | Viewed by 934 | 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)
Remote Sensing in Agricultural and Environmental Water Monitoring and Impact Assessment (Second Edition)
edited by , , , and Yanru Yu
submission deadline 30 Nov 2024 | 1 articles | Viewed by 775 | Submission Open
Keywords: remote sensing; agricultural drought; ecological drought; flood; soil moisture; water resource; impact assessment
(This special issue belongs to the Section Environmental Remote Sensing)
Explainable Artificial Intelligence (XAI) in Radar Imaging: Recent Advances and Future Directions submission deadline 30 Nov 2024 | Viewed by 710 | Submission Open
Keywords: explainable artificial intelligence (XAI); imaging radar; synthetic aperture radar; deep learning; classification; feature extraction; change detection; automatic target recognition (ATR); object detection; convolutional neural networks
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing for Agricultural Water Management (RSAWM) (Second Edition)
edited by and Paolo Filippucci
submission deadline 30 Nov 2024 | 1 articles | Viewed by 534 | Submission Open
Keywords: high resolution; EO data; machine learning; multi-data-driven approach; water balance; water consumption; soil; climate; vegetation; irrigation
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Methods and Techniques for Satellite Image Processing and Analysis
edited by
submission deadline 30 Nov 2024 | Viewed by 417 | Submission Open
Keywords: deep learning; computer vision; machine learning; image processing; remote sensing; image analysis
(This special issue belongs to the Section Remote Sensing Image Processing)
Time-Series Mapping and Analysis of Land Surface Parameters and Changes Using Remote Sensing Data submission deadline 30 Nov 2024 | Viewed by 402 | Submission Open
Keywords: time-series mapping; time-series analysis; change detection; dynamic monitoring; data pre-processing; data fusion; land surface parameters; vegetation structure parameters; vegetation biochemical parameters; land cover mapping; land disturbance; forest disturbance; remote sensing
(This special issue belongs to the Section Environmental Remote Sensing)
Geo-Hydrological Hazards Assessment and Monitoring for Resilient Society Using SAR Remote Sensing Techniques submission deadline 30 Nov 2024 | Viewed by 363 | Submission Open
Keywords: landslide; subsidence; flooding; spaceborne SAR missions; DInSAR; resilient cities; climate change
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing for Landslide Investigations: Mapping, Monitoring and Forecasting submission deadline 30 Nov 2024 | Viewed by 287 | Submission Open
Keywords: landslide susceptibility mapping; landslide monitoring; landslide forecasting; landslide hazard assessment; SBAS-InSAR; risk assessment
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing-Assisted Forest Inventory Planning
edited by Zhengyang Hou, Qing Xu and
submission deadline 30 Nov 2024 | Viewed by 272 | Submission Open
Keywords: forest ecosystems; forest management; forest inventory; forest planning; biostatistics
(This special issue belongs to the Section Forest Remote Sensing)
Spaceborne SAR Data Processing and Its Application in Forest Biophysical Parameter Mapping and Change Monitoring
edited by , and Paul Siqueira
submission deadline 30 Nov 2024 | Viewed by 269 | Submission Open
Keywords: spaceborne SAR; InSAR; PolSAR; PolInSAR; TomoSAR; forest biophysical parameter; forest aboveground biomass; forest height; radar lidar fusion; radar optical fusion; large-scale product
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing for Terrestrial Hydrologic Variables
edited by Jianbin Su, Kun Zhang, and
submission deadline 30 Nov 2024 | Viewed by 210 | Submission Open
Keywords: precipitation; soil moisture; evapotranspiration; snow and glaciers; extreme events; microwave remote sensing; mass balance; water budget
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Spaceborne LiDAR for Forest Disturbance Assessment
edited by Inacio Bueno, and
submission deadline 30 Nov 2024 | Viewed by 202 | Submission Open
Keywords: forest disturbance; forest attributes; spaceborne LiDAR; ecosystem dynamics; canopy height; canopy cover; forest aboveground biomass; upscaling; carbon dynamics
(This special issue belongs to the Section Forest Remote Sensing)
Artificial Intelligence(AI)-Assisted Synthetic Aperture Radar (SAR) Data Processing and Application
edited by , and Xudong Lai
submission deadline 30 Nov 2024 | Viewed by 120 | Submission Open
Keywords: synthetic aperture radar (SAR); remote sensing; data processing; deep learning (DL); artificial intelligence (AI)
(This special issue belongs to the Section Remote Sensing Image Processing)
Imagery Classification and Feature Extraction Based on Hyperspectral Remote Sensing
edited by , Sen Lei and Yuanchao Su
submission deadline 30 Nov 2024 | Viewed by 76 | 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)
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 Nov 2024 | Viewed by 73 | 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)
Remote Sensing Datasets and 3D Visualization of Geospatial Big Data
edited by , and Yasser Baleghi
submission deadline 30 Nov 2024 | Viewed by 38 | Submission Open
Keywords: remote sensing; 3D visualization; urban planning; dataset; mapping; satellite imagery
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Precise Orbit Determination for Gravity Field Investigations
edited by , Gael Cascioli and
submission deadline 30 Nov 2024 | Viewed by 31 | Submission Open
Keywords: precise orbit determination; radio science; interplanetary missions; planetary science; satellite geodesy; planetary interiors; gravity fields
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Remote Sensing Interpretation Systematic Engineering for Natural Resources Monitoring and Management (Second Edition) submission deadline 30 Nov 2024 | Viewed by 22 | Submission Open
Keywords: multi-source data fusion; sample database construction; object based image analysis; GeoAI; region/parcel partition on different scales; land cover/use classification; land cover/use change monitoring/projection/modelling; thematic information extraction; advanced image processing techniques (machine learning and deep learning); authenticity verification; cloud based intelligent remote sensing application; GIS for land use/cover management; Impact of land use/cover on environment
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
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