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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 polices 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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Satellite Observations for Hydrology Modelling submission deadline 28 Nov 2024 | Viewed by 448 | 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)
Advances in the Study of Intelligent Aerospace submission deadline 28 Nov 2024 | Viewed by 437 | 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 and Managing Environmental Sustainability Using Remote Sensing
edited by and
submission deadline 28 Nov 2024 | Viewed by 325 | 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)
Advanced Ground-Penetrating Radar (GPR) Technologies and Applications submission deadline 28 Nov 2024 | Viewed by 301 | Submission Open
Keywords: GPR; signal processing; modeling; inversion; application
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing of Soil Moisture Retrieval with Radar, Radiometer, and GNSS-R submission deadline 28 Nov 2024 | Viewed by 279 | 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)
Advancements in LiDAR Technology and Applications in Remote Sensing
edited by Luis Miguel González de Santos
submission deadline 28 Nov 2024 | Viewed by 154 | 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)
Remote Sensing in Applied Ecology (Second Edition)
edited by
submission deadline 28 Nov 2024 | Viewed by 143 | Submission Open
Keywords: ecological applications; remote sensing data; spatio-temporal scales; ecosystems; sustainable development
(This special issue belongs to the Section Ecological Remote Sensing)
Advances in CubeSat Missions and Applications in Remote Sensing
edited by and Fernando Aguado-Agelet
submission deadline 28 Nov 2024 | Viewed by 128 | Submission Open
Keywords: CubeSat; remote sensing; payload; artificial intelligence; earth observation; planetary exploration
Digital Twins of the Earth: Contribution to a More Sustainable Society submission deadline 28 Nov 2024 | Viewed by 116 | 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)
Advanced Applications of Remote Sensing in Monitoring Marine Environment (Second Edition)
edited by and
submission deadline 28 Nov 2024 | Viewed by 115 | Submission Open
Keywords: ocean remote sensing; ocean environment; environment monitoring; remote sensing techniques; satellite data
(This special issue belongs to the Section Ocean Remote Sensing)
Application of Remote Sensing in Arctic Ecosystem Monitoring
edited by and Olga Tutubalina
submission deadline 28 Nov 2024 | Viewed by 113 | Submission Open
Keywords: Arctic; ecosystem; terrestrial; marine; sea ice; coastal; freshwater; satellite; UAV; ecology; monitoring
(This special issue belongs to the Section Ecological Remote Sensing)
Environment Observation Analysis Based on Remote Sensing and Geospatial Artificial Intelligence
edited by , Peyman Abbaszadeh, and
submission deadline 28 Nov 2024 | Viewed by 93 | Submission Open
Keywords: remote sensing; big data; GeoAI; spatiotemporal processes; disaster analysis; large-scale monitoring and prediction
(This special issue belongs to the Section Environmental Remote Sensing)
Intelligent Perception of Geo-Hazards from Earth Observations (Second Edition)
edited by
submission deadline 28 Nov 2024 | Viewed by 86 | Submission Open
Keywords: remote sensing; machine learning; deep learning; landslide; subsidence; ground deformation
(This special issue belongs to the Section Engineering Remote Sensing)
Advances in Synthetic Aperture Radar (SAR) Signal and Image Processing
edited by , Hongyang An, Yan Wang, and
submission deadline 29 Nov 2024 | 8 articles | Viewed by 7506 | 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)
GeoAI and EO Big Data Driven Advances in Earth Environmental Science submission deadline 30 Nov 2024 | 15 articles | Viewed by 26596 | Submission Open
Keywords: earth observation big data; GeoAI; multisource/multimodal data fusion; long time-series analysis; retrievals of environmental variables; postprocessing of environmental variables retrievals; monitoring; evaluation; and prediction; land cover land use; natural hazards; high-impact events
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing in Natural Resource and Water Environment II submission deadline 30 Nov 2024 | 14 articles | Viewed by 19489 | 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 15131 | Submission Open
Keywords: artificial intelligence; machine learning; remote sensing; earth observation; natural hazard
(This special issue belongs to the Section AI Remote Sensing)
Advanced Application of Artificial Intelligence and Machine Vision in Remote Sensing (Third Edition)
edited by
submission deadline 30 Nov 2024 | 13 articles | Viewed by 14965 | 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)
Big Earth Data for Climate Studies submission deadline 30 Nov 2024 | 6 articles | Viewed by 12645 | 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 | 6 articles | Viewed by 12510 | 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)
Recent Advances in Remote Sensing of Soil Science submission deadline 30 Nov 2024 | 7 articles | Viewed by 11929 | Submission Open
Keywords: soil organic carbon; artificial intelligence; earth observation; soil quality; land degradation; digital soil mapping; machine learning
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing for Vegetation Phenology in a Changing Environment
edited by and
submission deadline 30 Nov 2024 | 5 articles | Viewed by 10383 | Submission Open
Keywords: vegetation phenology; climate change; multisource remote sensing; SIF; ground phenology images; phenological model
(This special issue belongs to the Section Forest Remote Sensing)
Land Cover Change Detection and Mapping Based on Remote Sensing and Artificial Intelligence submission deadline 30 Nov 2024 | 7 articles | Viewed by 10143 | Submission Open
Keywords: land cover mapping; change detection; land cover and land use analysis; artificial intelligence
(This special issue belongs to the Section AI Remote Sensing)
Application of Remote Sensing in Cultural Heritage Research II submission deadline 30 Nov 2024 | 7 articles | Viewed by 9197 | 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)
Advances in Retrieval, Operationalization, Monitoring and Application of Sea Surface Temperature III
edited by and Eileen Maturi
submission deadline 30 Nov 2024 | 11 articles | Viewed by 9102 | 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)
Monitoring Ecohydrology with Remote Sensing
edited by , Tanya Doody and
submission deadline 30 Nov 2024 | 8 articles | Viewed by 8509 | Submission Open
Keywords: hydrology and ecohydrology; water cycle/use/stress; soil moisture; evapotranspiration; ecological processes and functions
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Remote Sensing for Precipitation Measurements and Lightning Meteorology
edited by , , and Alessandra Mascitelli
submission deadline 30 Nov 2024 | 5 articles | Viewed by 8509 | Submission Open
Keywords: satellite-based meteorology; precipitation; ground-based sensors; lightning; cloud microphysics; nowcasting
(This special issue belongs to the Section Environmental Remote Sensing)
Applications of Remotely Sensed Data in Hydrology and Climatology (Second Edition)
edited by
submission deadline 30 Nov 2024 | 7 articles | Viewed by 7538 | Submission Open
Keywords: climate change; satellite observation; water resources; global water and energy cycles; remote sensing; water reservoir monitoring; cloud; temperature; humidity; precipitation; wind; etc.
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing in Forest Fire Monitoring and Post-fire Damage Analysis II submission deadline 30 Nov 2024 | 4 articles | Viewed by 7035 | 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)
Advances in Understanding and 3D Semantic Modeling of Large-Scale Urban Scenes from Point Clouds (Second Edition) submission deadline 30 Nov 2024 | 4 articles | Viewed by 5722 | 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)
Recent Developments in Remote Sensing Instruments, Technologies, and Results for Aerosol and Cloud Measurements
edited by Matthew McGill
submission deadline 30 Nov 2024 | 6 articles | Viewed by 4970 | 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)
Mapping Essential Elements of Agricultural Land Using Remote Sensing
edited by , Jilin Yang, Fei Li, and Wenzhi Zhao
submission deadline 30 Nov 2024 | 4 articles | Viewed by 4568 | 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)
Remote Sensing Applications to Ecology: Opportunities and Challenges II
edited by , , and Steven Longmore
submission deadline 30 Nov 2024 | 4 articles | Viewed by 4180 | 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)
Earth Observation Data in Environmental Data Spaces
edited by , , Lucy Bastin and Kaori Otsu
submission deadline 30 Nov 2024 | 1 articles | Viewed by 4151 | 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 3790 | 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)
Remote Sensing in Urban Infrastructure and Building Monitoring
edited by , and Mohammad Ali Sharifi
submission deadline 30 Nov 2024 | 4 articles | Viewed by 3580 | Submission Open
Keywords: structural health monitoring; deformation monitoring and analysis; anomaly detection; remote sensing; InSAR time series; deep learning; resilience assessment
(This special issue belongs to the Section Urban 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 | 2 articles | Viewed by 3089 | 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)
Deep Transfer Learning for Remote Sensing II
edited by Yu Zhang, Benoit Vozel, Yuheng Jia, Junhui Hou and Deyu Meng
submission deadline 30 Nov 2024 | 2 articles | Viewed by 2605 | Submission Open
Keywords: transfer learning; remote sensing images; domain adaptation; domain generalization; CNN
(This special issue belongs to the Section Remote Sensing Image Processing)
Hyperspectral Imaging and LiDAR Scanning Technology Development and Applications
edited by , Yuwei Chen, and
submission deadline 30 Nov 2024 | 2 articles | Viewed by 2497 | Submission Open
Keywords: hyperspectral imaging; LiDAR; data processing; artificial intelligence; remote sensing applications
(This special issue belongs to the Section Remote Sensing Image Processing)
Multi-Source Remote Sensing Data for Water Resource Management in Agriculture submission deadline 30 Nov 2024 | 1 articles | Viewed by 2366 | Submission Open
Keywords: irrigation; optical and microwave remote sensing; evapotranspiration; soil moisture; unmanned aerial vehicles (UAV); ground sensor
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Multi-Dimensional Monitoring of the Environment with Optical Satellite Images submission deadline 30 Nov 2024 | 1 articles | Viewed by 2242 | Submission Open
Keywords: change detection; multi-dimensional data fusion; environmental monitoring; DL and ML-based approaches; 3D spatial analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Explainable Artificial Intelligence (XAI) in Remote Sensing Big Data (Second Edition)
edited by Peng Liu and
submission deadline 30 Nov 2024 | 1 articles | Viewed by 2197 | 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 in Agricultural and Environmental Water Monitoring and Impact Assessment (Second Edition)
edited by , , , and Yanru Yu
submission deadline 30 Nov 2024 | 2 articles | Viewed by 1879 | 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)
Remote Sensing for Agricultural Water Management (RSAWM) (Second Edition)
edited by and Paolo Filippucci
submission deadline 30 Nov 2024 | 2 articles | Viewed by 1850 | 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)
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 | 2 articles | Viewed by 1849 | 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-Assisted Forest Inventory Planning
edited by Zhengyang Hou, Qing Xu and
submission deadline 30 Nov 2024 | 2 articles | Viewed by 1769 | Submission Open
Keywords: forest ecosystems; forest management; forest inventory; forest planning; biostatistics
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing for Landslide Investigations: Mapping, Monitoring and Forecasting submission deadline 30 Nov 2024 | 1 articles | Viewed by 1504 | 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 Interpretation Systematic Engineering for Natural Resources Monitoring and Management (Second Edition) submission deadline 30 Nov 2024 | 2 articles | Viewed by 1437 | 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)
Advances in Methods and Techniques for Satellite Image Processing and Analysis
edited by
submission deadline 30 Nov 2024 | 1 articles | Viewed by 1375 | 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)
Explainable Artificial Intelligence (XAI) in Radar Imaging: Recent Advances and Future Directions submission deadline 30 Nov 2024 | 1 articles | Viewed by 1363 | 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)
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