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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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Editorial Board Members’ Collection Series: Advanced Integration of Eddy Covariance Measurements with Remote Sensing, Climate, and Ground-Truth Data
edited by
submission deadline 26 May 2024 | 1 articles | Viewed by 1142 | Submission Open
Keywords: evapotranspiration; greenhouse gas emissions; water-use efficiency; predictive modeling/forecasting; remote sensing; machine learning; ecosystem functioning; vegetation stress; landscape carbon source/sink analyses
(This special issue belongs to the Section Biogeosciences Remote Sensing)
Explainable Artificial Intelligence (XAI) in Remote Sensing Big Data (Second Edition) submission deadline 26 May 2024 | 1 articles | Viewed by 1034 | 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)
Advancements in Microwave Radiometry for Atmospheric Remote Sensing
edited by Ada Vittoria Bosisio and
submission deadline 26 May 2024 | 1 articles | Viewed by 790 | 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)
Satellite Remote Sensing of Atmospheric Aerosols for Air Quality Applications (Second Edition)
edited by Seohui Park and
submission deadline 26 May 2024 | 1 articles | Viewed by 722 | Submission Open
Keywords: satellite remote sensing; atmospheric aerosols; air pollution; PM2.5; O3; NO2; methane; air quality monitoring and forecasting; atmospheric components; artificial intelligence; machine learning; deep learning; data assimilation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing in Agricultural and Environmental Water Monitoring and Impact Assessment (Second Edition)
edited by , , , and Yanru Yu
submission deadline 26 May 2024 | 1 articles | Viewed by 597 | 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)
Exploring Patterns of Evolution from Cropland to Built-Up Land for Sustainable Food Production Using Remote Sensing
edited by , , Vilas Nitivattananon, , Fang Liu, and
submission deadline 26 May 2024 | Viewed by 573 | Submission Open
Keywords: cropland loss; peri-urban agriculture; urbanization; built-up land expansion; evolution patterns; food security; land use planning; urban resilience
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Crop Classification Using Synthetic Aperture Radar and Optical Imagery
edited by and Anu Swatantran
submission deadline 26 May 2024 | Viewed by 227 | Submission Open
Keywords: crop classification; time series analysis; feature extraction; machine learning; deep learning; image fusion; synthetic aperture radar (SAR); crop health; land use change detection; multi-temporal analysis
(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 26 May 2024 | Viewed by 184 | 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 Hydrology and Water Resources Management
edited by Ning Liu, Yun Yang, and
submission deadline 26 May 2024 | Viewed by 173 | Submission Open
Keywords: water use; water supply; water availability; hydrologic modeling; remote sensing; water resource management
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Remote Sensing of Vegetation Structure Analysis and Forest Ecosystems Monitoring submission deadline 26 May 2024 | Viewed by 137 | 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)
Objective Mapping of Surface Features—Innovative and Broad Applications of Remote Sensing
edited by Alberto González-Díez
submission deadline 26 May 2024 | Viewed by 119 | Submission Open
Keywords: precise DTM or DSM; image filtering techniques; modelling in GIS and remote sensing environments; interferometric measurements; LiDAR cloud of points; digital photogrammetric models; precise measurements of surface deformation; inventories of planetary geoforms; landmark extraction
(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 27 May 2024 | 2 articles | Viewed by 1108 | 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)
Computer Vision-Based Methods and Tools in Remote Sensing
edited by
submission deadline 30 May 2024 | 6 articles | Viewed by 13516 | Submission Open
Keywords: land cover mapping; target detection; change detection; point-clouds; LiDAR; SAR imaging; multispectral imaging; hyperspectral imaging; computer vision; pattern recognition; deep learning; machine learning; image analysis; 3D shape analysis; time-series analysis
(This special issue belongs to the Section Environmental Remote Sensing)
Glacial Lakes and Related Hazards: Mapping, Monitoring, and Risk Assessment submission deadline 30 May 2024 | 9 articles | Viewed by 12990 | Submission Open
Keywords: novel lake mapping approaches/algorithms of remote sensing; glacial lake mapping and change; glacier and lake interactions; glacial lake outburst floods; reconstruct historical GLOFs; cascading geohazard related to glacial lake dynamics; GLOF risk assessment; social– economic impact of GLOFs; optical SAR-UAV-based monitoring
(This special issue belongs to the Section Environmental Remote Sensing)
Remote Sensing Based Urban Development and Climate Change Research submission deadline 30 May 2024 | 2 articles | Viewed by 4105 | Submission Open
Keywords: GIS technology; sustainable cities& nbsp; large-scale urban analysis; DSS tools; climate change
(This special issue belongs to the Section Urban Remote Sensing)
Feature Papers of Section “Atmospheric Remote Sensing” (Second Edition) submission deadline 30 May 2024 | 2 articles | Viewed by 2108 | Submission Open
Keywords: terrestrial atmosphere; remote sensing; atmospheric aerosol; trace gases; clouds; precipitation
(This special issue belongs to the Section Atmospheric Remote Sensing)
Object Detection and Information Extraction Based on Remote Sensing Imagery
edited by , , , Gong Cheng and Lichao Mou
submission deadline 31 May 2024 | 15 articles | Viewed by 15900 | Submission Open
Keywords: object detection of remote sensing images; object detection and tracking of remote sensing videos; few/zero-shot learning; multi-source data fusion; weakly supervised learning; semantic segmentation; remote sensing image classification
(This special issue belongs to the Section Remote Sensing Image Processing)
Ground Deformation Detection and Geomatic Applications by InSAR and GNSS Techniques II submission deadline 31 May 2024 | 10 articles | Viewed by 15875 | Submission Open
Keywords: GNSS; InSAR; earthquakes; volcano deformation; land subsidence; slow-moving landslides; ground deformation modelling; GIS and geomatic approaches
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Applications of Remote Sensing in Oceanography: Prospects and Challenges II submission deadline 31 May 2024 | 10 articles | Viewed by 11514 | Submission Open
Keywords: SWOT; artificial intelligence; big remotely sensed data; sustainability; climate change; ocean numerical modeling; data assimilation
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing for Wetland Restoration
edited by , , , and Dong Li
submission deadline 31 May 2024 | 7 articles | Viewed by 9068 | Submission Open
Keywords: wetland; wetland functions; wetland ecosystem services; wetland degradation; wetland protection; wetland restoration; multisource remote sensing; quantitative remote sensing; machine learning; sustainable development
(This special issue belongs to the Section Environmental Remote Sensing)
Deep Learning Techniques Applied in Remote Sensing submission deadline 31 May 2024 | 7 articles | Viewed by 9010 | Submission Open
Keywords: remote sensing; deep learning; data analysis; modeling; machine vision; artificial intelligence
(This special issue belongs to the Section Engineering Remote Sensing)
Rock Slope Hazard, Vulnerability and Risk Modelling Using Remotely Sensed Data and Data-Driven Techniques submission deadline 31 May 2024 | 5 articles | Viewed by 8946 | 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)
Global Climate and Ocean Warming—Recent Progress Using Remote Sensing
edited by , , , Wei Zhuang and
submission deadline 31 May 2024 | 5 articles | Viewed by 8020 | Submission Open
Keywords: climate change remote sensing; deep-ocean remote sensing; global climate and ocean warming; ocean climate and extreme events; artificial intelligence and data assimilation; multiscale physical processes; ocean heat content and blue carbon; marine environments and ecosystems; sustainable development goals
(This special issue belongs to the Section Ocean Remote Sensing)
Space-Borne Earth Observation Data for Monitoring Natural and Anthropogenic Phenomena: A Look towards Climate Change and Advanced Processing Methods submission deadline 31 May 2024 | 6 articles | Viewed by 7465 | Submission Open
Keywords: SAR; GNSS; optical data; InSAR; data integration; data processing techniques; natural and anthropogenic phenomena; artificial intelligence (AI); climate change
(This special issue belongs to the Section Earth Observation Data)
Recent Advances in Remote Sensing of Soil Science submission deadline 31 May 2024 | 5 articles | Viewed by 6993 | 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)
Knowledge-Driven and/or Data-Driven Methods for Remote Sensing Image Processing
edited by , Xile Zhao, , Bin Zhao and
submission deadline 31 May 2024 | 7 articles | Viewed by 6697 | Submission Open
Keywords: image processing; remote sensing; knowledge-driven methods; data-driven methods
(This special issue belongs to the Section AI Remote Sensing)
Recent Advances in Sea Ice Research Using Satellite Data
edited by , Xinwei Chen, and
submission deadline 31 May 2024 | 7 articles | Viewed by 6536 | Submission Open
(This special issue belongs to the Section Ocean Remote Sensing)
Applications of Remote Sensing in Monitoring Ionospheric and Atmospheric Physics submission deadline 31 May 2024 | 9 articles | Viewed by 6510 | Submission Open
Keywords: ionosphere; atmosphere; ionospheric irregularities; ionospheric/thermosphric modelling; data assimilation; geomagnetic storms; radars; radio occultations; GNSS TEC; airglow observations
(This special issue belongs to the Section Atmospheric Remote Sensing)
Advanced Integration of Remote Sensing Techniques with AI on Geo-Environmental Hazards Detection submission deadline 31 May 2024 | 4 articles | Viewed by 4715 | Submission Open
Keywords: remote sensing; geo-environmental hazards; modeling; AI; deep learning; remote sensing; landslides; debris; collapse; earthquakes; GIS; debris flows; numerical simulation; statistical modeling
(This special issue belongs to the Section Environmental Remote Sensing)
Monitoring Ecohydrology with Remote Sensing
edited by , Tanya Doody and
submission deadline 31 May 2024 | 5 articles | Viewed by 4696 | 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)
LiDAR Remote Sensing for Forest Mapping
edited by , Yiming Chen, and
submission deadline 31 May 2024 | 3 articles | Viewed by 4462 | Submission Open
Keywords: forests; multiplatform LiDAR; data acquisition; data fusion; point cloud processing; tree species classification; forest structure; forest inventory; understory exploration
(This special issue belongs to the Section Forest Remote Sensing)
Remote Sensing and Geophysics Methods for Geomorphology Research submission deadline 31 May 2024 | 3 articles | Viewed by 4168 | Submission Open
Keywords: geomorphology; geomorphic processes; tracing algorithms; SAR/InSAR/PolSAR; gravitation anomaly; machine learning
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Multiplatform Remote Sensing Techniques for Active Tectonics, Seismotectonics, and Volcanic Hazard Assessment
edited by , and Francesco Brozzetti
submission deadline 31 May 2024 | 3 articles | Viewed by 3530 | Submission Open
Keywords: tectonic processes; earthquakes; seismogenic faults and seismic source; ground deformation modelling; geophysical application; seismic hazard; volcanic hazard; volcano deformation; optical IR volcano analysis; 3D modelling; GNSS; InSAR; GIS and geomatic approaches; DEM; UAV DEMs; LiDAR; GPR; geological survey; digital field survey
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Land Surface Feature Extraction from High-Resolution Remote Sensing Imagery
edited by Ying Zhang and
submission deadline 31 May 2024 | 2 articles | Viewed by 2933 | Submission Open
(This special issue belongs to the Section Remote Sensing Image Processing)
The Emerging Trends and Applications of Big Data and Machine Learning/Artificial Intelligence (AI) in Remote Sensing II submission deadline 31 May 2024 | 2 articles | Viewed by 2842 | Submission Open
(This special issue belongs to the Section AI Remote Sensing)
Land Use/Cover Mapping and Trend Analysis Using Google Earth Engine
edited by Yuanheng Sun, Huazhong Ren and
submission deadline 31 May 2024 | 3 articles | Viewed by 2611 | Submission Open
Keywords: Google Earth Engine (GEE); land use/cover mapping; classification; change detection; vegetation dynamics; urban expansion; thermal environment monitoring; change detection; time series and trends analysis; ecological impact evaluation; deep learning and machine learning
(This special issue belongs to the Section Remote Sensing Image Processing)
Remote Sensing of Eco-Hydrology Processes under Ongoing Climate Change II submission deadline 31 May 2024 | 1 articles | Viewed by 2575 | Submission Open
Keywords: hydrology and ecohydrology; water cycle; UAV remote sensing; forest ecology; phenology extraction; yield prediction; climate dynamics; vegetation dynamic; modeling climate change; machine learning and deep learning; river basin geometry and topology
(This special issue belongs to the Section Ecological Remote Sensing)
UAV Agricultural Management: Recent Advances and Future Prospects submission deadline 31 May 2024 | 1 articles | Viewed by 2418 | Submission Open
Keywords: enhanced crop monitoring using UAVs; real-time monitoring of plant health; optimal resource allocation for farming; detecting and preventing crop diseases; automated irrigation systems using UAVs; improved pest management strategies; high-resolution data for yield prediction; timely identification of nutrient deficiencies; enhanced crop scouting capabilities; minimizing chemical input with UAVs; optimizing harvest timing using drones; sustainable agriculture through UAVs
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Advances in Remote Sensing of Mars: Geomorphological Research and Environmental Assessment
edited by
submission deadline 31 May 2024 | 2 articles | Viewed by 2234 | Submission Open
Keywords: satellite sensors; rover sensors; terrain analysis; geomorphic processes; Martian landforms; rates; terrestrial analogs
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Selected Papers from the 5th International Electronic Conference on Remote Sensing submission deadline 31 May 2024 | 2 articles | Viewed by 2134 | Submission Open
Keywords: remote sensing; atmospheric aerosol; trace gases; remote sensing of underlying surface; polarimetry; hyperspectral remote sensing; lidars; radars
Advances in Remote Sensing and Geoinformatics for Sustainable Aquaculture and Fisheries
edited by , Ben Belton and Juhua Luo
submission deadline 31 May 2024 | 2 articles | Viewed by 1953 | Submission Open
Keywords: remote sensing; aquaculture; fisheries; sustainability; climate change; environment; land use change; carbon cycle/sequestration
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Advances in GIS and Remote Sensing Applications in Natural Hazards submission deadline 31 May 2024 | 2 articles | Viewed by 1834 | Submission Open
Keywords: GIS; natural hazards; remote sensing; vulnerability; machine learning
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
SAR Images Processing and Analysis (2nd Edition)
edited by Qian Song, Xiao Wang, and
submission deadline 31 May 2024 | 2 articles | Viewed by 1798 | 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 for Mapping and Monitoring Wetlands and Their Ecosystems
edited by
submission deadline 31 May 2024 | 1 articles | Viewed by 1444 | Submission Open
Keywords: remote sensing; wetland mapping; wetland ecology; wetland condition assessment; wetland hydrological monitoring; watershed modeling; hydrological dynamics
(This special issue belongs to the Section Environmental Remote Sensing)
Applications of AI and Remote Sensing in Urban Systems II submission deadline 31 May 2024 | 1 articles | Viewed by 1393 | Submission Open
Keywords: land use/cover change; urban systems; image processing; google earth engine; thermal remote sensing; open data; big data; artificial intelligence
(This special issue belongs to the Section Urban Remote Sensing)
Deep Transfer Learning for Remote Sensing II
edited by Yu Zhang, Benoit Vozel, Yuheng Jia, Junhui Hou and Deyu Meng
submission deadline 31 May 2024 | 1 articles | Viewed by 1391 | Submission Open
Keywords: transfer learning; remote sensing images; domain adaptation; domain generalization; CNN
(This special issue belongs to the Section Remote Sensing Image Processing)
GNSS Positioning, Navigation, and TimingPresent and Beyond
edited by , Andrew Dempster and
submission deadline 31 May 2024 | 1 articles | Viewed by 1314 | Submission Open
Keywords: GNSS; PNT; autonomy; unmanned systems; multi-GNSS era; alternate PNT; cyber security; datums and geodesy; cooperative intelligent transport systems; space applications
(This special issue belongs to the Section Engineering Remote Sensing)
Linking Physical Oceanography and Remote Sensing Technology: Progress and Prospect
edited by Konstantin Alex Korotenko, and
submission deadline 31 May 2024 | 1 articles | Viewed by 1288 | Submission Open
Keywords: air– sea interaction; land– ocean interaction; mesoscale ocean dynamics; ocean eddies; ocean circulation; sea surface roughness; drones; radars
(This special issue belongs to the Section Ocean Remote Sensing)
Application of Remote Sensing-Based Monitoring of Local Climate in Urban Areas
edited by , Guangjun He, , , Hanfa Xing and
submission deadline 31 May 2024 | 1 articles | Viewed by 1250 | Submission Open
Keywords: remote sensing; urban areas; local climate; risk assessment; sustainable urban development; green space; geographic big data
(This special issue belongs to the Section Urban Remote Sensing)
GRACE Data Assimilation for Understanding the Earth System submission deadline 31 May 2024 | 2 articles | Viewed by 1206 | Submission Open
(This special issue belongs to the Section Earth Observation Data)
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