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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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Irrigation Mapping Using Satellite Remote Sensing II submission deadline 31 Jul 2024 | 2 articles | Viewed by 2094 | Submission Open
Keywords: irrigation scheduling; deficit irrigation; scale issue; biophysical modeling; artificial intelligence approach; drought and heat stress; transpiration; evaporative loss in agriculture; water allocation for irrigation
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Sustained Ocean Surface Observation Using HF Radar: From Data to Societal Applications II
edited by
submission deadline 31 Jul 2024 | 2 articles | Viewed by 1903 | Submission Open
Keywords: HF radar; multiplatform observations; circulation models; products and applications; downstream services; open sea and coastal areas monitoring; physical– biological interactions
(This special issue belongs to the Section Environmental Remote Sensing)
Comprehensive Analysis Based on Observation, Remote Sensing, and Numerical Models to Understand the Meteorological Environment in Arid Areas and Their Surrounding Areas
edited by Yonghong Zhang, , Donglian Sun, , and
submission deadline 31 Jul 2024 | 2 articles | Viewed by 1396 | Submission Open
Keywords: land– atmosphere interactions; regional climate change and extreme weather; atmospheric physics and atmospheric environment; arid areas and drought; dust aerosols; greenhouse gases
(This special issue belongs to the Section Atmospheric Remote Sensing)
Remote Sensing Based Forest Inventories from Landscape to Global Scale II
edited by Liyong Fu, , and
submission deadline 31 Jul 2024 | 1 articles | Viewed by 947 | Submission Open
Keywords: remote sensing; spatial statistics; forest ecosystem; ecological services function; value assessment; forest inventory; human activities; forest management; forest carbon sink; unmanned aerial vehicle
(This special issue belongs to the Section Forest Remote Sensing)
Advancements in Remote Sensing Techniques and Applications Utilizing Visible Infrared Imaging Radiometer Suites (Second Edition) submission deadline 31 Jul 2024 | 1 articles | Viewed by 739 | Submission Open
Keywords: VIIRS; SNPP; NOAA-20; NOAA-21; DNB; calibration and validation; aerosol; cloud; fire
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Recent Advances in Remote Sensing Products for Water and Environment Monitoring submission deadline 31 Jul 2024 | Viewed by 637 | Submission Open
Keywords: water resources; water fluxes; hydrologic modeling; Earth observations; environmental monitoring; hydroinformatics
(This special issue belongs to the Section Environmental Remote Sensing)
Artificial Intelligence-Based Sensor Data Processing for Remote Sensing
edited by and Byung-Kwan Kim
submission deadline 31 Jul 2024 | 1 articles | Viewed by 624 | Submission Open
Keywords: remote sensing; artificial intelligence/deep learning; sensors (e.g.; camera; lidar; radar); sensor fusion; signal/image processing; target detection and tracking; target recognition and classification; image segmentation
(This special issue belongs to the Section AI Remote Sensing)
Advancements in AI-Based Remote Sensing Object Detection
edited by and Daniele Pannone
submission deadline 31 Jul 2024 | 1 articles | Viewed by 611 | Submission Open
Keywords: deep learning; image recognition; change detection; object detection; tracking; monitoring; new sensors; algorithms; applications
(This special issue belongs to the Section Remote Sensing Image Processing)
GNSS Position, Navigation, and Remote Sensing Based on Multiple Source Observation Fusing submission deadline 31 Jul 2024 | 1 articles | Viewed by 543 | Submission Open
Keywords: global navigation satellite systems; low earth orbiter; positioning; navigation; and timing; GNSS remote sensing; multi-sensor fusion; precise GNSS orbit and clock determination; geohazard monitoring and early warning GNSS reflectometry GNSS signal processing
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Advanced Machine Learning Models for Remote Sensing Applications and Data Analysis—Recent Developments
edited by Ahmed Shaharyar Khwaja and
submission deadline 31 Jul 2024 | 1 articles | Viewed by 465 | Submission Open
Keywords: deep learning; quantum machine learning; optical data; imaging radar data; multispectral and hyperspectral data; environment monitoring and prediction; calamity prediction and detection; agriculture monitoring and prediction; post-calamity evaluation; time-series for structural monitoring; transfer learning and one-shot learning; semi-supervised learning
(This special issue belongs to the Section AI Remote Sensing)
Structural Health Monitoring and Damage Assessment by Advanced Remote Sensing Techniques and Methods
edited by , Necati Catbas, Rolando A. Chacón and
submission deadline 31 Jul 2024 | 1 articles | Viewed by 439 | Submission Open
Keywords: structural health monitoring; remote sensing; deformation monitoring; time-series InSAR; lidar; damage identification; deep learning; resilience assessment
(This special issue belongs to the Section Engineering Remote Sensing)
Real-Time Flood Monitoring and Prediction Using Integrative Remote Sensing and AI
edited by Pietro Ceccato, Pekel Jean-François and Peter Salamon
submission deadline 31 Jul 2024 | Viewed by 306 | Submission Open
Keywords: satellite image; artificial intelligence; flood depth; flood monitoring; flood forecasting; airplane/drone images; urban flood; hydrological models
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
New Insights in Ground Penetrating Radar Antenna Research and Landmine Detection
edited by David J. Daniels, , and
submission deadline 31 Jul 2024 | Viewed by 264 | Submission Open
Keywords: landmine detection; GPR antennas; handheld; vehicle mounted; UAV mounted; single; dual and array GPR antennas
(This special issue belongs to the Section Urban Remote Sensing)
Multi-Platform Collaborative for City 3D Modelling: Photogrammetric and Remote Sensing Satellite, Aerial, Terrestrial, and UAV Data submission deadline 31 Jul 2024 | Viewed by 170 | Submission Open
Keywords: 3D modelling; smart cities; integration of geospatial data; UAV; laser scanning (SLS; ALS; MLS; TLS); photogrammetry and remote sensing; land management; land surveying; civil engineering; multi-dimensional cartography
(This special issue belongs to the Section Urban Remote Sensing)
Multi-GNSS Precise Point Positioning (MGPPP)
edited by , Urs Hugentobler and Jiang Guo
submission deadline 31 Jul 2024 | Viewed by 93 | Submission Open
Keywords: multi-GNSS; multi-frequency; multi-signal; PPP-AR; PPP-RTK; high-accuracy service; real-time PPP-AR
(This special issue belongs to the Section Satellite Missions for Earth and Planetary Exploration)
Machine Learning for Spatiotemporal Remote Sensing Data (2nd Edition) submission deadline 31 Jul 2024 | Viewed by 85 | Submission Open
Keywords: spatiotemporal modeling; spatiotemporal dependency; spatiotemporal prediction; spatiotemporal fusion; forecast; machine learning; deep learning; regression; classification; remote sensing; forecast
(This special issue belongs to the Section Environmental Remote Sensing)
Multi-Source Data Observations of Shallow Water Area — Methods, Ecosystem, Geomorphology and Environment submission deadline 1 Aug 2024 | 10 articles | Viewed by 14869 | Submission Open
Keywords: coastal hazards; coastal geomorphology; coastal remote sensing; UAS/UAV; satellite-derived bathymetry; near-shore bathymetry mapping; data fusion; innovative sensors; platforms; and algorithms; sediment transport; artificial intelligence and machine learning
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing Monitoring of Urban Industrial Hotspots submission deadline 5 Aug 2024 | Viewed by 95 | Submission Open
Keywords: remote sensing; urban studies; industrial hotspots; satellite products; spatiotemporal data strategies; environmental/social impacts of industrialisation
(This special issue belongs to the Section Urban Remote Sensing)
Drones for Natural Hazards submission deadline 10 Aug 2024 | Viewed by 315 | Submission Open
Keywords: UAV; drones; hazards; mapping; geographic information science; remote sensing; landslides; floods; wildfires; volcanoes; disasters; relief
(This special issue belongs to the Section Environmental Remote Sensing)
Satellite Soil Moisture Estimation, Assessment, and Applications
edited by , , Lun Gao and
submission deadline 15 Aug 2024 | 10 articles | Viewed by 22366 | Submission Open
Keywords: Microwave Remote Sensing; Optical Remote Sensing; Soil Moisture; Vegetation Optical Depth; SMOS; SMAP
(This special issue belongs to the Section Remote Sensing Image Processing)
Weakly Supervised Deep Learning in Exploiting Remote Sensing Big Data
edited by , Xu Tang, and
submission deadline 15 Aug 2024 | 4 articles | Viewed by 9356 | Submission Open
Keywords: deep learning under coarse labels; deep learning under noisy labels; knowledge graph-guided deep learning; remote sensing image retrieval; remote sensing image classification; remote sensing image segmentation; remote sensing image object detection; remote sensing image change detection; remote sensing image vectorization
(This special issue belongs to the Section AI Remote Sensing)
Multi-Sensor Systems and Data Fusion in Remote Sensing II submission deadline 15 Aug 2024 | 6 articles | Viewed by 8081 | Submission Open
Keywords: remote sensing; multi-sensor systems; multi-sensor data fusion; sensor networks; multi-sensor signal processing; multi-sensor data processing; artificial intelligence; big data mining; machine learning; distributed processing
(This special issue belongs to the Section Remote Sensing Image Processing)
Advances in Remote Sensing of Ocean Salinity submission deadline 15 Aug 2024 | 6 articles | Viewed by 6799 | Submission Open
Keywords: salinity; sea surface salinity; in situ salinity; SMAP; SMOS; Aquarius; remote sensing; data assimilation; freshwater dynamics; ocean climate
(This special issue belongs to the Section Ocean Remote Sensing)
Space-Air-Ground-Ocean Integrated Sensing and Information Transmission
edited by , Lu Ma, Yiping Duan, , Qin Lu and Gang Qiao
submission deadline 15 Aug 2024 | 6 articles | Viewed by 4124 | Submission Open
Keywords: deep-space and deep-sea sensing; underwater wireless communication and networks; underwater positioning; polar and ocean exploration; environmental remote sensing; forest and vegetation remote sensing; agriculture remote sensing; lidar and 3D visual perception
(This special issue belongs to the Section Environmental Remote Sensing)
Synthetic Aperture Radar Remote Sensing for Geophysical and Biophysical Parameters Retrieval submission deadline 15 Aug 2024 | 1 articles | Viewed by 3903 | Submission Open
Keywords: PolSAR; InSAR; PolInSAR; SAR tomography; geo-/biophysical parameters; land use and land cover classification; solid earth; ecosystem; cryosphere; NISAR
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Deep Learning for Spectral-Spatial Hyperspectral Image Classification
edited by , , , Jie Yang, and Xin Huang
submission deadline 15 Aug 2024 | 4 articles | Viewed by 3800 | Submission Open
Keywords: deep learning; hyperspectral imaging; spectral-spatial classification; domain adaption; attention mechanisms
(This special issue belongs to the Section AI Remote Sensing)
Remote Sensing Makes it Possible: Prediction and Evaluation of Natural Hazards
edited by , Wenliang Jiang, Dong Li and
submission deadline 15 Aug 2024 | 3 articles | Viewed by 3270 | Submission Open
Keywords: natural hazards; remote sensing; earthquake hazards; geological disaster; floods and droughts; forest and grassland fires; meteorological disaster; agricultural disaster; emergency and rescue; prediction and evaluation
(This special issue belongs to the Section Earth Observation for Emergency Management)
Synergy of GIS and Remote Sensing in Civil Engineering submission deadline 15 Aug 2024 | 2 articles | Viewed by 2886 | Submission Open
Keywords: remote sensing; earth observation; nondestructive techniques; GIS processing and modeling; geospatial analysis; civil engineering; building construction; sustainable development; optical sensing; thermal sensing; image processing and analysis; spatial planning; surveying monitoring; climate change; nature-based solutions
(This special issue belongs to the Section Engineering Remote Sensing)
Remote Sensing Approaches to Groundwater Management and Mapping (Second Edition)
edited by and
submission deadline 15 Aug 2024 | 1 articles | Viewed by 1236 | Submission Open
Keywords: groundwater resources; groundwater exploration; groundwater management; groundwater recharge; data fusion; data validation; modeling; land subsidence; geohazards
(This special issue belongs to the Section Urban Remote Sensing)
Advanced Remote Sensing Technology in Modern Geodesy
edited by Małgorzata Wińska, and
submission deadline 15 Aug 2024 | 1 articles | Viewed by 805 | Submission Open
Keywords: remote sensing techniques; GNSS positioning; InSAR techniques; LiDAR for topographic mapping; measuring the Earth’ s shape; measuring Earth’ s gravitational field; measuring Earth’ s rotation
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Expanding Horizons: Testing and Evaluating Non-conventional Mobile Devices for Remote Sensing in Built and Natural Environment submission deadline 15 Aug 2024 | Viewed by 200 | Submission Open
Keywords: mobile devices; LiDAR; metric survey; low-cost sensors; mobile apps
(This special issue belongs to the Section Engineering Remote Sensing)
Assessment of Solar Energy Based on Remote Sensing Data submission deadline 15 Aug 2024 | Viewed by 160 | Submission Open
Keywords: solar energy nowcasting and forecasting; solar power planning and management; radiative transfer modelling; concentrated solar power; aerosol and cloud effect; surface solar irradiation; solar resource mapping; solar cadasters; photovoltaics
(This special issue belongs to the Section Environmental Remote Sensing)
Advances of Underwater Remote Sensing of Methane: Spatiotemporal Distribution
edited by , , and Yuwei Chen
submission deadline 15 Aug 2024 | Viewed by 127 | Submission Open
Keywords: underwater remote sensing; methane leak detection; artificial intelligence; methane leak detection sensors; methane leak remote sensing
(This special issue belongs to the Section Ocean Remote Sensing)
Remote Sensing and Industry 4.0 for Cultural Heritage and Archaeological Landscapes Applications submission deadline 15 Aug 2024 | Viewed by 88 | Submission Open
Keywords: remote sensing; cultural heritage; industry 4.0; archaeological landscapes; satellite imagery; airborne technologies; LiDAR (light detection and ranging); digital twins; digital archives; GIS (geographic information systems); BIM (building information modeling); HBIM (heritage building information modeling); geomatics
(This special issue belongs to the Section Urban Remote Sensing)
Recent Advances in the Processing of Hyperspectral Images submission deadline 16 Aug 2024 | 6 articles | Viewed by 4914 | Submission Open
Keywords: remote sensing image processing; hyperspectral image; mixed pixels; machine learning; deep learning
(This special issue belongs to the Section Remote Sensing Image Processing)
Applications of Satellite Geodesy in Monitoring Change of Terrestrial Water Storage, Ice Sheet Mass Balance and Sea Level submission deadline 16 Aug 2024 | Viewed by 114 | Submission Open
Keywords: earth observation; satellite; geomatics; spatial analysis; surveying; quantum gravity; gravimetry; models; gravity; least-squares analysis
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
State-of-the-Art Remote Sensing Technologies for Environmental Monitoring
edited by , Marco Palma and
submission deadline 20 Aug 2024 | 6 articles | Viewed by 21325 | Submission Open
Keywords: emerging technologies; robots; autonomous systems; environmental assessment; advanced statistics; data analysis; unmanned aerial systems; autonomous underwater vehicles; remotely operated vehicles
(This special issue belongs to the Section Engineering Remote Sensing)
Aerial Remote Sensing System for Agriculture submission deadline 20 Aug 2024 | 4 articles | Viewed by 4456 | Submission Open
Keywords: unmanned aerial systems (UAS); remote sensing; precision agriculture; digital agriculture; ultra-high spatial resolution; hyperspectral images; multispectral images; RGB images; vegetation indices; machine and deep learning
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Enhancing Geological Remote Sensing with Cutting-Edge Sensor Technologies submission deadline 20 Aug 2024 | Viewed by 242 | Submission Open
Keywords: remote sensing; geological applications; hyperspectral imaging; synthetic aperture radar; cutting-edge sensor innovations
(This special issue belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Deep Learning for Land Use and Land Cover Change Monitoring with Optical and SAR Images submission deadline 20 Aug 2024 | Viewed by 139 | Submission Open
Keywords: remote sensing; change detection; earth surface changes; geohazards; time series analysis; deep learning; optical/infrared imagery; SAR/InSAR imagery; land use/land cover
(This special issue belongs to the Section Remote Sensing and Geo-Spatial Science)
Remote Sensing Applications for Forest Ecosystem Monitoring and Spatial Modeling submission deadline 24 Aug 2024 | 7 articles | Viewed by 15598 | Submission Open
Keywords: forest inventory; landscape modelling; feature and pattern detection; long-term monitoring; image analysis; point cloud analysis; data fusion
(This special issue belongs to the Section Forest Remote Sensing)
Robotics and AI for Infrastructure Inspection and Monitoring
edited by
submission deadline 30 Aug 2024 | 6 articles | Viewed by 19068 | Submission Open
Keywords: SAR; Monitoring; Machine learning; Robotics; Mapping
(This special issue belongs to the Section AI Remote Sensing)
High-Throughput Phenotyping in Plants Using Remote Sensing submission deadline 30 Aug 2024 | 5 articles | Viewed by 12234 | Submission Open
Keywords: computational intelligence; agronomic traits of plants; physiological traits of plants; nutritional traits of plants; industrial traits of plants; UAV-multispectral sensor
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Monitoring Coastal and Marine Environments Based on Remote Sensing Data submission deadline 30 Aug 2024 | 5 articles | Viewed by 6849 | Submission Open
Keywords: coastal mapping; coastal geomorphology; habitat mapping; UAV; ASV; AUV; ROV; acoustic remote sensing; optical remote sensing; LIDAR; underwater photogrammetry; OBIA; deep learning
(This special issue belongs to the Section Environmental Remote Sensing)
Advances in Thermal Infrared Remote Sensing II submission deadline 30 Aug 2024 | 5 articles | Viewed by 4234 | Submission Open
Keywords: land surface temperature; evapotranspiration; thermal radiative transfer; surface energy balance; ecosystem functioning; urban thermal environment; future thermal infrared mission
(This special issue belongs to the Section Biogeosciences 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 Aug 2024 | 1 articles | Viewed by 1227 | 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)
Advances in Satellite Image Analysis and Applications for Earth Observation submission deadline 30 Aug 2024 | Viewed by 291 | Submission Open
Keywords: image analysis; environmental monitoring; image-based change detection; urban planning; earth observation; GeoAI; multi-scale and multi-sensor; earth observation analytics
(This special issue belongs to the Section Environmental Remote Sensing)
Understanding Snow Hydrology through Remote Sensing Technologies submission deadline 30 Aug 2024 | Viewed by 70 | Submission Open
Keywords: snow remote sensing; SAR/SAR interferometry; microwave radiometers (AMSR2; SSM/I; … ); snow cover area; snow water equivalent; snow depth; machine learning
(This special issue belongs to the Section Environmental Remote Sensing)
State-of-the-Art in Land Cover Classification and Mapping
edited by and
submission deadline 31 Aug 2024 | 9 articles | Viewed by 21591 | Submission Open
Keywords: classification; mapping; classification systems; land cover; remote-sensing images; scale; resolution; semantics; spectral– spatial– temporal features; phenology; pattern analysis; machine learning; rule bases; accuracy metrics and assessment; uncertainty; confusion matrix; mixed pixels; sampling; reference samples; image interpretation
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
Vegetation Dynamics Revealed by Remote Sensing and Its Feedback to Regional and Global Climate Ⅱ submission deadline 31 Aug 2024 | 9 articles | Viewed by 18442 | Submission Open
Keywords: vegetation type; vegetation phenology; change detection; model simulation; response to climate change; feedback to climate change
(This special issue belongs to the Section Remote Sensing in Agriculture and Vegetation)
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